From 578401393fbbd08eeb4ac1e67f7b2d3eeb2e168b Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Mon, 10 Aug 2020 17:00:31 -0600 Subject: [PATCH 01/14] Add cost metricset for aws module --- x-pack/metricbeat/include/list.go | 1 + .../module/aws/cost/_meta/data.json | 48 +++++++ .../module/aws/cost/_meta/fields.yml | 57 ++++++++ x-pack/metricbeat/module/aws/cost/cost.go | 126 ++++++++++++++++++ .../module/aws/cost/cost_integration_test.go | 24 ++++ .../metricbeat/module/aws/cost/cost_test.go | 20 +++ x-pack/metricbeat/module/aws/fields.go | 2 +- 7 files changed, 277 insertions(+), 1 deletion(-) create mode 100644 x-pack/metricbeat/module/aws/cost/_meta/data.json create mode 100644 x-pack/metricbeat/module/aws/cost/_meta/fields.yml create mode 100644 x-pack/metricbeat/module/aws/cost/cost.go create mode 100644 x-pack/metricbeat/module/aws/cost/cost_integration_test.go create mode 100644 x-pack/metricbeat/module/aws/cost/cost_test.go diff --git a/x-pack/metricbeat/include/list.go b/x-pack/metricbeat/include/list.go index 108d14802aa..843a01c89bd 100644 --- a/x-pack/metricbeat/include/list.go +++ b/x-pack/metricbeat/include/list.go @@ -13,6 +13,7 @@ import ( _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/appsearch/stats" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/cloudwatch" + _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/cost" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/ec2" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/rds" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/s3_daily_storage" diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data.json b/x-pack/metricbeat/module/aws/cost/_meta/data.json new file mode 100644 index 00000000000..914b15a975f --- /dev/null +++ b/x-pack/metricbeat/module/aws/cost/_meta/data.json @@ -0,0 +1,48 @@ +{ + "@timestamp": "2017-10-12T08:05:34.853Z", + "aws": { + "cost": { + "AmortizedCost": { + "amount": 73.6775132453, + "unit": "USD" + }, + "BlendedCost": { + "amount": 73.6242204262, + "unit": "USD" + }, + "NormalizedUsageAmount": { + "amount": 1236, + "unit": "N/A" + }, + "UnblendedCost": { + "amount": 73.6775132453, + "unit": "USD" + }, + "UsageQuantity": { + "amount": 1698369.57810804, + "unit": "N/A" + }, + "end_date": "2020-08-10", + "start_date": "2020-08-09" + } + }, + "cloud": { + "account": { + "id": "428152502467", + "name": "elastic-beats" + }, + "provider": "aws" + }, + "event": { + "dataset": "aws.cost", + "duration": 115000, + "module": "aws" + }, + "metricset": { + "name": "cost", + "period": 10000 + }, + "service": { + "type": "aws" + } +} \ No newline at end of file diff --git a/x-pack/metricbeat/module/aws/cost/_meta/fields.yml b/x-pack/metricbeat/module/aws/cost/_meta/fields.yml new file mode 100644 index 00000000000..3725b2bb45a --- /dev/null +++ b/x-pack/metricbeat/module/aws/cost/_meta/fields.yml @@ -0,0 +1,57 @@ +- name: cost + type: group + description: > + `cost` contains the metrics that were scraped from cost explorer + release: experimental + fields: + - name: AmortizedCost.amount + type: group + fields: + - name: amount + type: double + description: Amortized cost amount + - name: unit + type: keyword + description: Amortized cost unit + - name: BlendedCost + type: group + fields: + - name: amount + type: double + description: Blended cost amount + - name: unit + type: keyword + description: Blended cost unit + - name: NormalizedUsageAmount + type: group + fields: + - name: amount + type: double + description: Normalized usage amount + - name: unit + type: keyword + description: Normalized usage amount unit + - name: UnblendedCost + type: group + fields: + - name: amount + type: double + description: Unblended cost amount + - name: unit + type: keyword + description: Unblended cost unit + - name: UsageQuantity + type: group + fields: + - name: amount + type: double + description: Usage quantity amount + - name: unit + type: keyword + description: Usage quantity unit + - name: start_date + type: keyword + description: Start date for retrieving AWS costs + - name: end_date + type: keyword + description: End date for retrieving AWS costs diff --git a/x-pack/metricbeat/module/aws/cost/cost.go b/x-pack/metricbeat/module/aws/cost/cost.go new file mode 100644 index 00000000000..e8ff0f03d2f --- /dev/null +++ b/x-pack/metricbeat/module/aws/cost/cost.go @@ -0,0 +1,126 @@ +// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one +// or more contributor license agreements. Licensed under the Elastic License; +// you may not use this file except in compliance with the Elastic License. + +package cost + +import ( + "fmt" + "strconv" + "time" + + awssdk "github.com/aws/aws-sdk-go-v2/aws" + "github.com/aws/aws-sdk-go-v2/service/costexplorer" + "github.com/pkg/errors" + + "github.com/elastic/beats/v7/libbeat/common" + + "context" + + "github.com/elastic/beats/v7/metricbeat/mb" + "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws" +) + +var ( + metricsetName = "cost" +) + +// init registers the MetricSet with the central registry as soon as the program +// starts. The New function will be called later to instantiate an instance of +// the MetricSet for each host defined in the module's configuration. After the +// MetricSet has been created then Fetch will begin to be called periodically. +func init() { + mb.Registry.MustAddMetricSet(aws.ModuleName, metricsetName, New, + mb.DefaultMetricSet(), + ) +} + +// MetricSet holds any configuration or state information. It must implement +// the mb.MetricSet interface. And this is best achieved by embedding +// mb.BaseMetricSet because it implements all of the required mb.MetricSet +// interface methods except for Fetch. +type MetricSet struct { + *aws.MetricSet +} + +// New creates a new instance of the MetricSet. New is responsible for unpacking +// any MetricSet specific configuration options if there are any. +func New(base mb.BaseMetricSet) (mb.MetricSet, error) { + metricSet, err := aws.NewMetricSet(base) + if err != nil { + return nil, errors.Wrap(err, "error creating aws metricset") + } + + return &MetricSet{ + MetricSet: metricSet, + }, nil +} + +// Fetch methods implements the data gathering and data conversion to the right +// format. It publishes the event which is then forwarded to the output. In case +// of an error set the Error field of mb.Event or simply call report.Error(). +func (m *MetricSet) Fetch(report mb.ReporterV2) error { + // Get startDate and endDate + startDate, endDate := getStartDateEndDate(m.Period) + + awsConfig := m.MetricSet.AwsConfig.Copy() + svc := costexplorer.New(awsConfig) + timePeriod := costexplorer.DateInterval{ + Start: awssdk.String(startDate), + End: awssdk.String(endDate), + } + + // no permission for "NetAmortizedCost" and "NetUnblendedCost" + input := costexplorer.GetCostAndUsageInput{ + Granularity: costexplorer.GranularityDaily, + Metrics: []string{"AmortizedCost", "BlendedCost", + "NormalizedUsageAmount", "UnblendedCost", "UsageQuantity"}, + TimePeriod: &timePeriod, + } + + req := svc.GetCostAndUsageRequest(&input) + output, err := req.Send(context.Background()) + if err != nil { + err = fmt.Errorf("costexplorer GetCostAndUsageRequest failed: %w", err) + m.Logger().Errorf(err.Error()) + report.Error(err) + } + + if len(output.ResultsByTime) > 0 { + costResults := output.ResultsByTime[0].Total + event := aws.InitEvent("", m.AccountName, m.AccountID) + + for costName, costValue := range costResults { + cost := costValue + costFloat, err := strconv.ParseFloat(*cost.Amount, 64) + if err != nil { + err = fmt.Errorf("strconv ParseFloat failed: %w", err) + m.Logger().Errorf(err.Error()) + continue + } + + value := common.MapStr{ + "amount": costFloat, + "unit": &cost.Unit, + } + event.MetricSetFields.Put(costName, value) + } + + event.MetricSetFields.Put("start_date", startDate) + event.MetricSetFields.Put("end_date", endDate) + + if reported := report.Event(event); !reported { + m.Logger().Debug("Fetch interrupted, failed to emit event") + return nil + } + } + return err +} + +func getStartDateEndDate(period time.Duration) (startDate string, endDate string) { + currentTime := time.Now() + startTime := currentTime.Add(period * -1) + startDate = startTime.Format("2006-01-02") + endDate = currentTime.Format("2006-01-02") + return +} diff --git a/x-pack/metricbeat/module/aws/cost/cost_integration_test.go b/x-pack/metricbeat/module/aws/cost/cost_integration_test.go new file mode 100644 index 00000000000..3f65101f6c4 --- /dev/null +++ b/x-pack/metricbeat/module/aws/cost/cost_integration_test.go @@ -0,0 +1,24 @@ +// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one +// or more contributor license agreements. Licensed under the Elastic License; +// you may not use this file except in compliance with the Elastic License. + +// +build integration +// +build aws + +package cost + +import ( + "testing" + + mbtest "github.com/elastic/beats/v7/metricbeat/mb/testing" + "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/mtest" +) + +func TestData(t *testing.T) { + config := mtest.GetConfigForTest(t, "cost", "24h") + + metricSet := mbtest.NewReportingMetricSetV2Error(t, config) + if err := mbtest.WriteEventsReporterV2Error(metricSet, t, "/"); err != nil { + t.Fatal("write", err) + } +} diff --git a/x-pack/metricbeat/module/aws/cost/cost_test.go b/x-pack/metricbeat/module/aws/cost/cost_test.go new file mode 100644 index 00000000000..8e9a33a5a4e --- /dev/null +++ b/x-pack/metricbeat/module/aws/cost/cost_test.go @@ -0,0 +1,20 @@ +// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one +// or more contributor license agreements. Licensed under the Elastic License; +// you may not use this file except in compliance with the Elastic License. + +// +build !integration + +package cost + +import ( + "testing" + "time" + + "github.com/stretchr/testify/assert" +) + +func TestGetStartDateEndDate(t *testing.T) { + startDate, endDate := getStartDateEndDate(time.Duration(24) * time.Hour) + assert.NotEmpty(t, startDate) + assert.NotEmpty(t, endDate) +} diff --git a/x-pack/metricbeat/module/aws/fields.go b/x-pack/metricbeat/module/aws/fields.go index 32fb4eb68c2..879c8b1cf54 100644 --- a/x-pack/metricbeat/module/aws/fields.go +++ b/x-pack/metricbeat/module/aws/fields.go @@ -19,5 +19,5 @@ func init() { // AssetAws returns asset data. // This is the base64 encoded gzipped contents of module/aws. func AssetAws() string { - return 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" + return "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" } From a04013918b9fcaea1ab596d10538c64f89fb3598 Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Tue, 11 Aug 2020 19:13:59 -0600 Subject: [PATCH 02/14] Add GroupBy into GetCostAndUsage API --- metricbeat/docs/fields.asciidoc | 120 ++++++++++++++++++ metricbeat/docs/modules/aws.asciidoc | 4 + metricbeat/docs/modules/aws/cost.asciidoc | 25 ++++ metricbeat/docs/modules_list.asciidoc | 3 +- x-pack/metricbeat/module/aws/_meta/config.yml | 4 + .../module/aws/cost/_meta/data.json | 17 ++- .../module/aws/cost/_meta/data_group.json | 53 ++++++++ .../module/aws/cost/_meta/data_group_by.json | 51 ++++++++ .../module/aws/cost/_meta/docs.asciidoc | 19 +++ x-pack/metricbeat/module/aws/cost/cost.go | 83 ++++++++---- .../module/aws/cost/cost_integration_test.go | 26 +++- .../metricbeat/module/aws/cost/cost_test.go | 42 ++++++ x-pack/metricbeat/modules.d/aws.yml.disabled | 4 + 13 files changed, 416 insertions(+), 35 deletions(-) create mode 100644 metricbeat/docs/modules/aws/cost.asciidoc create mode 100644 x-pack/metricbeat/module/aws/cost/_meta/data_group.json create mode 100644 x-pack/metricbeat/module/aws/cost/_meta/data_group_by.json create mode 100644 x-pack/metricbeat/module/aws/cost/_meta/docs.asciidoc diff --git a/metricbeat/docs/fields.asciidoc b/metricbeat/docs/fields.asciidoc index 05d336127f5..b8f6c2dd770 100644 --- a/metricbeat/docs/fields.asciidoc +++ b/metricbeat/docs/fields.asciidoc @@ -1592,6 +1592,126 @@ type: long The namespace specified when query cloudwatch api. +type: keyword + +-- + +[float] +=== cost + +`cost` contains the metrics that were scraped from cost explorer + + + + +*`aws.cost.AmortizedCost.amount.amount`*:: ++ +-- +Amortized cost amount + +type: double + +-- + +*`aws.cost.AmortizedCost.amount.unit`*:: ++ +-- +Amortized cost unit + +type: keyword + +-- + + +*`aws.cost.BlendedCost.amount`*:: ++ +-- +Blended cost amount + +type: double + +-- + +*`aws.cost.BlendedCost.unit`*:: ++ +-- +Blended cost unit + +type: keyword + +-- + + +*`aws.cost.NormalizedUsageAmount.amount`*:: ++ +-- +Normalized usage amount + +type: double + +-- + +*`aws.cost.NormalizedUsageAmount.unit`*:: ++ +-- +Normalized usage amount unit + +type: keyword + +-- + + +*`aws.cost.UnblendedCost.amount`*:: ++ +-- +Unblended cost amount + +type: double + +-- + +*`aws.cost.UnblendedCost.unit`*:: ++ +-- +Unblended cost unit + +type: keyword + +-- + + +*`aws.cost.UsageQuantity.amount`*:: ++ +-- +Usage quantity amount + +type: double + +-- + +*`aws.cost.UsageQuantity.unit`*:: ++ +-- +Usage quantity unit + +type: keyword + +-- + +*`aws.cost.start_date`*:: ++ +-- +Start date for retrieving AWS costs + +type: keyword + +-- + +*`aws.cost.end_date`*:: ++ +-- +End date for retrieving AWS costs + type: keyword -- diff --git a/metricbeat/docs/modules/aws.asciidoc b/metricbeat/docs/modules/aws.asciidoc index 42d24c65ccd..e025522041e 100644 --- a/metricbeat/docs/modules/aws.asciidoc +++ b/metricbeat/docs/modules/aws.asciidoc @@ -346,6 +346,8 @@ The following metricsets are available: * <> +* <> + * <> * <> @@ -378,6 +380,8 @@ include::aws/billing.asciidoc[] include::aws/cloudwatch.asciidoc[] +include::aws/cost.asciidoc[] + include::aws/dynamodb.asciidoc[] include::aws/ebs.asciidoc[] diff --git a/metricbeat/docs/modules/aws/cost.asciidoc b/metricbeat/docs/modules/aws/cost.asciidoc new file mode 100644 index 00000000000..7c7cf1b3966 --- /dev/null +++ b/metricbeat/docs/modules/aws/cost.asciidoc @@ -0,0 +1,25 @@ +//// +This file is generated! See scripts/mage/docs_collector.go +//// + +[[metricbeat-metricset-aws-cost]] +[role="xpack"] +=== AWS cost metricset + +experimental[] + +include::../../../../x-pack/metricbeat/module/aws/cost/_meta/docs.asciidoc[] + +This is a default metricset. If the host module is unconfigured, this metricset is enabled by default. + +==== Fields + +For a description of each field in the metricset, see the +<> section. + +Here is an example document generated by this metricset: + +[source,json] +---- +include::../../../../x-pack/metricbeat/module/aws/cost/_meta/data.json[] +---- diff --git a/metricbeat/docs/modules_list.asciidoc b/metricbeat/docs/modules_list.asciidoc index 6677ad12525..0006b0f7359 100644 --- a/metricbeat/docs/modules_list.asciidoc +++ b/metricbeat/docs/modules_list.asciidoc @@ -16,8 +16,9 @@ This file is generated! See scripts/mage/docs_collector.go |<> beta[] |image:./images/icon-no.png[No prebuilt dashboards] | .1+| .1+| |<> beta[] |<> |image:./images/icon-yes.png[Prebuilt dashboards are available] | -.16+| .16+| |<> beta[] +.17+| .17+| |<> beta[] |<> +|<> experimental[] |<> beta[] |<> |<> diff --git a/x-pack/metricbeat/module/aws/_meta/config.yml b/x-pack/metricbeat/module/aws/_meta/config.yml index 34d2d9f5c55..99cbadbc28c 100644 --- a/x-pack/metricbeat/module/aws/_meta/config.yml +++ b/x-pack/metricbeat/module/aws/_meta/config.yml @@ -40,3 +40,7 @@ metricsets: - s3_daily_storage - s3_request +- module: aws + period: 24h + metricsets: + - cost diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data.json b/x-pack/metricbeat/module/aws/cost/_meta/data.json index 914b15a975f..55ae80d4dba 100644 --- a/x-pack/metricbeat/module/aws/cost/_meta/data.json +++ b/x-pack/metricbeat/module/aws/cost/_meta/data.json @@ -3,27 +3,30 @@ "aws": { "cost": { "AmortizedCost": { - "amount": 73.6775132453, + "amount": 7.6898544168, "unit": "USD" }, "BlendedCost": { - "amount": 73.6242204262, + "amount": 7.6408203304, "unit": "USD" }, "NormalizedUsageAmount": { - "amount": 1236, + "amount": 0, "unit": "N/A" }, "UnblendedCost": { - "amount": 73.6775132453, + "amount": 7.6898544168, "unit": "USD" }, "UsageQuantity": { - "amount": 1698369.57810804, + "amount": 1695381.5738094517, "unit": "N/A" }, - "end_date": "2020-08-10", - "start_date": "2020-08-09" + "end_date": "2020-08-11", + "resourceTags": { + "aws:createdBy": "" + }, + "start_date": "2020-08-10" } }, "cloud": { diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data_group.json b/x-pack/metricbeat/module/aws/cost/_meta/data_group.json new file mode 100644 index 00000000000..1cced352e7f --- /dev/null +++ b/x-pack/metricbeat/module/aws/cost/_meta/data_group.json @@ -0,0 +1,53 @@ +{ + "@timestamp": "2017-10-12T08:05:34.853Z", + "aws": { + "cost": { + "AmortizedCost": { + "amount": 7.6898544168, + "unit": "USD" + }, + "BlendedCost": { + "amount": 7.6408203304, + "unit": "USD" + }, + "NormalizedUsageAmount": { + "amount": 0, + "unit": "N/A" + }, + "UnblendedCost": { + "amount": 7.6898544168, + "unit": "USD" + }, + "UsageQuantity": { + "amount": 1695381.5738094517, + "unit": "N/A" + }, + "end_date": "2020-08-11", + "group_definition_type": "TAG", + "result_type": "group", + "start_date": "2020-08-10" + } + }, + "cloud": { + "account": { + "id": "428152502467", + "name": "elastic-beats" + }, + "provider": "aws" + }, + "event": { + "dataset": "aws.cost", + "duration": 115000, + "module": "aws" + }, + "metricset": { + "name": "cost", + "period": 10000 + }, + "resourceTags": { + "aws:createdBy": "" + }, + "service": { + "type": "aws" + } +} \ No newline at end of file diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data_group_by.json b/x-pack/metricbeat/module/aws/cost/_meta/data_group_by.json new file mode 100644 index 00000000000..031e134ad6a --- /dev/null +++ b/x-pack/metricbeat/module/aws/cost/_meta/data_group_by.json @@ -0,0 +1,51 @@ +{ + "@timestamp": "2017-10-12T08:05:34.853Z", + "aws": { + "cost": { + "AmortizedCost": { + "amount": 0.016129032, + "unit": "USD" + }, + "BlendedCost": { + "amount": 0.016129032, + "unit": "USD" + }, + "NormalizedUsageAmount": { + "amount": 0, + "unit": "N/A" + }, + "UnblendedCost": { + "amount": 0.016129032, + "unit": "USD" + }, + "UsageQuantity": { + "amount": 0.1612903224, + "unit": "N/A" + }, + "end_date": "2020-08-11", + "resourceTags": { + "aws:createdBy": "AssumedRole:AROAWHL7AXDB2C3XGU462:1583852675450569406" + }, + "start_date": "2020-08-10" + } + }, + "cloud": { + "account": { + "id": "428152502467", + "name": "elastic-beats" + }, + "provider": "aws" + }, + "event": { + "dataset": "aws.cost", + "duration": 115000, + "module": "aws" + }, + "metricset": { + "name": "cost", + "period": 10000 + }, + "service": { + "type": "aws" + } +} \ No newline at end of file diff --git a/x-pack/metricbeat/module/aws/cost/_meta/docs.asciidoc b/x-pack/metricbeat/module/aws/cost/_meta/docs.asciidoc new file mode 100644 index 00000000000..af36926781f --- /dev/null +++ b/x-pack/metricbeat/module/aws/cost/_meta/docs.asciidoc @@ -0,0 +1,19 @@ +The `cost` metricset of aws module gets cost related data from cost explorer API. + +[float] +=== AWS Permissions +Some specific AWS permissions are required for IAM user to collect AWS cost explorer metrics. +---- +ce:GetCostAndUsage +---- + +[float] +=== Configuration example +[source,yaml] +---- +- module: aws + period: 24h + metricsets: + - cost + credential_profile_name: elastic-beats +---- diff --git a/x-pack/metricbeat/module/aws/cost/cost.go b/x-pack/metricbeat/module/aws/cost/cost.go index e8ff0f03d2f..8bb1bf4326a 100644 --- a/x-pack/metricbeat/module/aws/cost/cost.go +++ b/x-pack/metricbeat/module/aws/cost/cost.go @@ -7,6 +7,7 @@ package cost import ( "fmt" "strconv" + "strings" "time" awssdk "github.com/aws/aws-sdk-go-v2/aws" @@ -60,6 +61,8 @@ func New(base mb.BaseMetricSet) (mb.MetricSet, error) { // format. It publishes the event which is then forwarded to the output. In case // of an error set the Error field of mb.Event or simply call report.Error(). func (m *MetricSet) Fetch(report mb.ReporterV2) error { + var events []mb.Event + // Get startDate and endDate startDate, endDate := getStartDateEndDate(m.Period) @@ -70,51 +73,67 @@ func (m *MetricSet) Fetch(report mb.ReporterV2) error { End: awssdk.String(endDate), } - // no permission for "NetAmortizedCost" and "NetUnblendedCost" - input := costexplorer.GetCostAndUsageInput{ + // Get total cost from GetCostAndUsage with group by type "TAG" + groupByTagCostInput := costexplorer.GetCostAndUsageInput{ Granularity: costexplorer.GranularityDaily, + // no permission for "NetAmortizedCost" and "NetUnblendedCost" Metrics: []string{"AmortizedCost", "BlendedCost", "NormalizedUsageAmount", "UnblendedCost", "UsageQuantity"}, TimePeriod: &timePeriod, + GroupBy: []costexplorer.GroupDefinition{ + { + Key: awssdk.String("aws:createdBy"), + Type: costexplorer.GroupDefinitionTypeTag, + }, + }, } - req := svc.GetCostAndUsageRequest(&input) - output, err := req.Send(context.Background()) + groupByTagCostReq := svc.GetCostAndUsageRequest(&groupByTagCostInput) + groupByTagOutput, err := groupByTagCostReq.Send(context.Background()) if err != nil { err = fmt.Errorf("costexplorer GetCostAndUsageRequest failed: %w", err) m.Logger().Errorf(err.Error()) report.Error(err) } - if len(output.ResultsByTime) > 0 { - costResults := output.ResultsByTime[0].Total - event := aws.InitEvent("", m.AccountName, m.AccountID) - - for costName, costValue := range costResults { - cost := costValue - costFloat, err := strconv.ParseFloat(*cost.Amount, 64) - if err != nil { - err = fmt.Errorf("strconv ParseFloat failed: %w", err) - m.Logger().Errorf(err.Error()) - continue + if len(groupByTagOutput.ResultsByTime) > 0 { + costResultGroups := groupByTagOutput.ResultsByTime[0].Groups + for _, group := range costResultGroups { + event := aws.InitEvent("", m.AccountName, m.AccountID) + for _, key := range group.Keys { + tagKey, tagValue := parseGroupKey(key) + event.MetricSetFields.Put("resourceTags."+tagKey, tagValue) } - value := common.MapStr{ - "amount": costFloat, - "unit": &cost.Unit, + for metricName, metricValues := range group.Metrics { + cost := metricValues + costFloat, err := strconv.ParseFloat(*cost.Amount, 64) + if err != nil { + err = fmt.Errorf("strconv ParseFloat failed: %w", err) + m.Logger().Errorf(err.Error()) + continue + } + + value := common.MapStr{ + "amount": costFloat, + "unit": &cost.Unit, + } + + event.MetricSetFields.Put(metricName, value) + event.MetricSetFields.Put("start_date", startDate) + event.MetricSetFields.Put("end_date", endDate) } - event.MetricSetFields.Put(costName, value) + events = append(events, event) } + } - event.MetricSetFields.Put("start_date", startDate) - event.MetricSetFields.Put("end_date", endDate) - + for _, event := range events { if reported := report.Event(event); !reported { m.Logger().Debug("Fetch interrupted, failed to emit event") return nil } } - return err + return nil } func getStartDateEndDate(period time.Duration) (startDate string, endDate string) { @@ -124,3 +143,21 @@ func getStartDateEndDate(period time.Duration) (startDate string, endDate string endDate = currentTime.Format("2006-01-02") return } + +func parseGroupKey(groupKey string) (tagKey string, tagValue string) { + keys := strings.Split(groupKey, "$") + if len(keys) == 2 { + tagKey = keys[0] + tagValue = keys[1] + } else if len(keys) > 2 { + tagKey = keys[0] + tagValue = keys[1] + for i := 2; i < len(keys); i++ { + tagValue = tagValue + "$" + keys[i] + } + } else { + tagKey = keys[0] + tagValue = "" + } + return +} diff --git a/x-pack/metricbeat/module/aws/cost/cost_integration_test.go b/x-pack/metricbeat/module/aws/cost/cost_integration_test.go index 3f65101f6c4..f64d0594492 100644 --- a/x-pack/metricbeat/module/aws/cost/cost_integration_test.go +++ b/x-pack/metricbeat/module/aws/cost/cost_integration_test.go @@ -8,17 +8,35 @@ package cost import ( + "fmt" "testing" + "github.com/elastic/beats/v7/libbeat/common" mbtest "github.com/elastic/beats/v7/metricbeat/mb/testing" "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/mtest" ) func TestData(t *testing.T) { - config := mtest.GetConfigForTest(t, "cost", "24h") + resultTypeIs := func(resultTypeIsEmpty bool) func(e common.MapStr) bool { + return func(e common.MapStr) bool { + v, err := e.GetValue("aws.cost.resourceTags.aws:createdBy") + return err == nil && (v == "") == resultTypeIsEmpty + } + } - metricSet := mbtest.NewReportingMetricSetV2Error(t, config) - if err := mbtest.WriteEventsReporterV2Error(metricSet, t, "/"); err != nil { - t.Fatal("write", err) + dataFiles := []struct { + resultTypeIsEmpty bool + path string + }{ + {true, "./_meta/data.json"}, + {false, "./_meta/data_group_by.json"}, + } + + config := mtest.GetConfigForTest(t, "cost", "24h") + for _, df := range dataFiles { + metricSet := mbtest.NewFetcher(t, config) + t.Run(fmt.Sprintf("result type: %t", df.resultTypeIsEmpty), func(t *testing.T) { + metricSet.WriteEventsCond(t, df.path, resultTypeIs(df.resultTypeIsEmpty)) + }) } } diff --git a/x-pack/metricbeat/module/aws/cost/cost_test.go b/x-pack/metricbeat/module/aws/cost/cost_test.go index 8e9a33a5a4e..1e530cd2689 100644 --- a/x-pack/metricbeat/module/aws/cost/cost_test.go +++ b/x-pack/metricbeat/module/aws/cost/cost_test.go @@ -18,3 +18,45 @@ func TestGetStartDateEndDate(t *testing.T) { assert.NotEmpty(t, startDate) assert.NotEmpty(t, endDate) } + +func TestParseGroupKey(t *testing.T) { + cases := []struct { + title string + groupKey string + expectedTagKey string + expectedTagValue string + }{ + { + "empty tag value", + "aws:createdBy$", + "aws:createdBy", + "", + }, + { + "with a tag value of assumed role", + "aws:createdBy$AssumedRole:AROAWHL7AXDB:158385", + "aws:createdBy", + "AssumedRole:AROAWHL7AXDB:158385", + }, + { + "with a tag value of IAM user", + "aws:createdBy$IAMUser:AIDAWHL7AXDB:foo@test.com", + "aws:createdBy", + "IAMUser:AIDAWHL7AXDB:foo@test.com", + }, + { + "tag value with $", + "aws:createdBy$IAMUser:AIDAWH$L7AXDB:foo@test.com", + "aws:createdBy", + "IAMUser:AIDAWH$L7AXDB:foo@test.com", + }, + } + + for _, c := range cases { + t.Run(c.title, func(t *testing.T) { + tagKey, tagValue := parseGroupKey(c.groupKey) + assert.Equal(t, c.expectedTagKey, tagKey) + assert.Equal(t, c.expectedTagValue, tagValue) + }) + } +} diff --git a/x-pack/metricbeat/modules.d/aws.yml.disabled b/x-pack/metricbeat/modules.d/aws.yml.disabled index 8ddb3333f70..737bf509ace 100644 --- a/x-pack/metricbeat/modules.d/aws.yml.disabled +++ b/x-pack/metricbeat/modules.d/aws.yml.disabled @@ -43,3 +43,7 @@ metricsets: - s3_daily_storage - s3_request +- module: aws + period: 24h + metricsets: + - cost From 7099bc6523db709f8822c78d095c73e71362c5bc Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Tue, 11 Aug 2020 20:51:21 -0600 Subject: [PATCH 03/14] add cost data collection per availability zone --- .../module/aws/cost/_meta/data.json | 8 +- .../aws/cost/_meta/data_group_by_az.json | 53 ++++++++ .../aws/cost/_meta/data_group_by_tag.json | 55 ++++++++ x-pack/metricbeat/module/aws/cost/cost.go | 117 ++++++++++++++---- .../module/aws/cost/cost_integration_test.go | 25 ++-- 5 files changed, 221 insertions(+), 37 deletions(-) create mode 100644 x-pack/metricbeat/module/aws/cost/_meta/data_group_by_az.json create mode 100644 x-pack/metricbeat/module/aws/cost/_meta/data_group_by_tag.json diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data.json b/x-pack/metricbeat/module/aws/cost/_meta/data.json index 55ae80d4dba..a684d195624 100644 --- a/x-pack/metricbeat/module/aws/cost/_meta/data.json +++ b/x-pack/metricbeat/module/aws/cost/_meta/data.json @@ -7,7 +7,7 @@ "unit": "USD" }, "BlendedCost": { - "amount": 7.6408203304, + "amount": 7.64216402, "unit": "USD" }, "NormalizedUsageAmount": { @@ -19,10 +19,14 @@ "unit": "USD" }, "UsageQuantity": { - "amount": 1695381.5738094517, + "amount": 1695381.573809452, "unit": "N/A" }, "end_date": "2020-08-11", + "group_definition": { + "key": "aws:createdBy", + "type": "TAG" + }, "resourceTags": { "aws:createdBy": "" }, diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data_group_by_az.json b/x-pack/metricbeat/module/aws/cost/_meta/data_group_by_az.json new file mode 100644 index 00000000000..9eac766a67a --- /dev/null +++ b/x-pack/metricbeat/module/aws/cost/_meta/data_group_by_az.json @@ -0,0 +1,53 @@ +{ + "@timestamp": "2017-10-12T08:05:34.853Z", + "aws": { + "cost": { + "AmortizedCost": { + "amount": 0.6883870968, + "unit": "USD" + }, + "BlendedCost": { + "amount": 0.6883870968, + "unit": "USD" + }, + "NormalizedUsageAmount": { + "amount": 12, + "unit": "N/A" + }, + "UnblendedCost": { + "amount": 0.6883870968, + "unit": "USD" + }, + "UsageQuantity": { + "amount": 312.6451748102, + "unit": "N/A" + }, + "availability_zone": "eu-central-1", + "end_date": "2020-08-11", + "group_definition": { + "key": "AZ", + "type": "DIMENSION" + }, + "start_date": "2020-08-10" + } + }, + "cloud": { + "account": { + "id": "428152502467", + "name": "elastic-beats" + }, + "provider": "aws" + }, + "event": { + "dataset": "aws.cost", + "duration": 115000, + "module": "aws" + }, + "metricset": { + "name": "cost", + "period": 10000 + }, + "service": { + "type": "aws" + } +} \ No newline at end of file diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data_group_by_tag.json b/x-pack/metricbeat/module/aws/cost/_meta/data_group_by_tag.json new file mode 100644 index 00000000000..a684d195624 --- /dev/null +++ b/x-pack/metricbeat/module/aws/cost/_meta/data_group_by_tag.json @@ -0,0 +1,55 @@ +{ + "@timestamp": "2017-10-12T08:05:34.853Z", + "aws": { + "cost": { + "AmortizedCost": { + "amount": 7.6898544168, + "unit": "USD" + }, + "BlendedCost": { + "amount": 7.64216402, + "unit": "USD" + }, + "NormalizedUsageAmount": { + "amount": 0, + "unit": "N/A" + }, + "UnblendedCost": { + "amount": 7.6898544168, + "unit": "USD" + }, + "UsageQuantity": { + "amount": 1695381.573809452, + "unit": "N/A" + }, + "end_date": "2020-08-11", + "group_definition": { + "key": "aws:createdBy", + "type": "TAG" + }, + "resourceTags": { + "aws:createdBy": "" + }, + "start_date": "2020-08-10" + } + }, + "cloud": { + "account": { + "id": "428152502467", + "name": "elastic-beats" + }, + "provider": "aws" + }, + "event": { + "dataset": "aws.cost", + "duration": 115000, + "module": "aws" + }, + "metricset": { + "name": "cost", + "period": 10000 + }, + "service": { + "type": "aws" + } +} \ No newline at end of file diff --git a/x-pack/metricbeat/module/aws/cost/cost.go b/x-pack/metricbeat/module/aws/cost/cost.go index 8bb1bf4326a..9180eab8621 100644 --- a/x-pack/metricbeat/module/aws/cost/cost.go +++ b/x-pack/metricbeat/module/aws/cost/cost.go @@ -10,6 +10,8 @@ import ( "strings" "time" + "github.com/aws/aws-sdk-go-v2/service/costexplorer/costexploreriface" + awssdk "github.com/aws/aws-sdk-go-v2/aws" "github.com/aws/aws-sdk-go-v2/service/costexplorer" "github.com/pkg/errors" @@ -61,8 +63,6 @@ func New(base mb.BaseMetricSet) (mb.MetricSet, error) { // format. It publishes the event which is then forwarded to the output. In case // of an error set the Error field of mb.Event or simply call report.Error(). func (m *MetricSet) Fetch(report mb.ReporterV2) error { - var events []mb.Event - // Get startDate and endDate startDate, endDate := getStartDateEndDate(m.Period) @@ -73,7 +73,27 @@ func (m *MetricSet) Fetch(report mb.ReporterV2) error { End: awssdk.String(endDate), } + var events []mb.Event // Get total cost from GetCostAndUsage with group by type "TAG" + eventsByTag := m.getCostGroupByTag(timePeriod, svc, startDate, endDate) + events = append(events, eventsByTag...) + + // Get total cost from GetCostAndUsage with group by type "DIMENSION" + eventsByAZ := m.getCostGroupByDimension(timePeriod, svc, startDate, endDate) + events = append(events, eventsByAZ...) + + // report events + for _, event := range events { + if reported := report.Event(event); !reported { + m.Logger().Debug("Fetch interrupted, failed to emit event") + return nil + } + } + return nil +} + +func (m *MetricSet) getCostGroupByTag(timePeriod costexplorer.DateInterval, svc costexploreriface.ClientAPI, startDate string, endDate string) []mb.Event { + var events []mb.Event groupByTagCostInput := costexplorer.GetCostAndUsageInput{ Granularity: costexplorer.GranularityDaily, // no permission for "NetAmortizedCost" and "NetUnblendedCost" @@ -93,47 +113,92 @@ func (m *MetricSet) Fetch(report mb.ReporterV2) error { if err != nil { err = fmt.Errorf("costexplorer GetCostAndUsageRequest failed: %w", err) m.Logger().Errorf(err.Error()) - report.Error(err) + return nil } if len(groupByTagOutput.ResultsByTime) > 0 { costResultGroups := groupByTagOutput.ResultsByTime[0].Groups for _, group := range costResultGroups { - event := aws.InitEvent("", m.AccountName, m.AccountID) + event := m.addCostMetrics(group.Metrics, groupByTagOutput.GroupDefinitions[0], startDate, endDate) for _, key := range group.Keys { tagKey, tagValue := parseGroupKey(key) event.MetricSetFields.Put("resourceTags."+tagKey, tagValue) } - for metricName, metricValues := range group.Metrics { - cost := metricValues - costFloat, err := strconv.ParseFloat(*cost.Amount, 64) - if err != nil { - err = fmt.Errorf("strconv ParseFloat failed: %w", err) - m.Logger().Errorf(err.Error()) - continue - } - - value := common.MapStr{ - "amount": costFloat, - "unit": &cost.Unit, - } - - event.MetricSetFields.Put(metricName, value) - event.MetricSetFields.Put("start_date", startDate) - event.MetricSetFields.Put("end_date", endDate) + events = append(events, event) + } + } + return events +} + +func (m *MetricSet) getCostGroupByDimension(timePeriod costexplorer.DateInterval, svc costexploreriface.ClientAPI, startDate string, endDate string) []mb.Event { + var events []mb.Event + + groupByAZCostInput := costexplorer.GetCostAndUsageInput{ + Granularity: costexplorer.GranularityDaily, + // no permission for "NetAmortizedCost" and "NetUnblendedCost" + Metrics: []string{"AmortizedCost", "BlendedCost", + "NormalizedUsageAmount", "UnblendedCost", "UsageQuantity"}, + TimePeriod: &timePeriod, + GroupBy: []costexplorer.GroupDefinition{ + { + Key: awssdk.String("AZ"), + Type: costexplorer.GroupDefinitionTypeDimension, + }, + }, + } + + groupByAZCostReq := svc.GetCostAndUsageRequest(&groupByAZCostInput) + groupByAZOutput, err := groupByAZCostReq.Send(context.Background()) + if err != nil { + err = fmt.Errorf("costexplorer GetCostAndUsageRequest failed: %w", err) + m.Logger().Errorf(err.Error()) + return nil + } + + if len(groupByAZOutput.ResultsByTime) > 0 { + costResultGroups := groupByAZOutput.ResultsByTime[0].Groups + for _, group := range costResultGroups { + if group.Keys[0] == "NoAZ" { + continue } + + event := m.addCostMetrics(group.Metrics, groupByAZOutput.GroupDefinitions[0], startDate, endDate) + event.MetricSetFields.Put("availability_zone", group.Keys[0]) events = append(events, event) } } + return events +} - for _, event := range events { - if reported := report.Event(event); !reported { - m.Logger().Debug("Fetch interrupted, failed to emit event") - return nil +func (m *MetricSet) addCostMetrics(metrics map[string]costexplorer.MetricValue, groupDefinition costexplorer.GroupDefinition, startDate string, endDate string) mb.Event { + event := aws.InitEvent("", m.AccountName, m.AccountID) + + // add group definition + event.MetricSetFields.Put("group_definition", common.MapStr{ + "key": *groupDefinition.Key, + "type": groupDefinition.Type, + }) + + for metricName, metricValues := range metrics { + cost := metricValues + costFloat, err := strconv.ParseFloat(*cost.Amount, 64) + if err != nil { + err = fmt.Errorf("strconv ParseFloat failed: %w", err) + m.Logger().Errorf(err.Error()) + continue + } + + value := common.MapStr{ + "amount": costFloat, + "unit": &cost.Unit, } + + event.MetricSetFields.Put(metricName, value) + event.MetricSetFields.Put("start_date", startDate) + event.MetricSetFields.Put("end_date", endDate) } - return nil + return event } func getStartDateEndDate(period time.Duration) (startDate string, endDate string) { diff --git a/x-pack/metricbeat/module/aws/cost/cost_integration_test.go b/x-pack/metricbeat/module/aws/cost/cost_integration_test.go index f64d0594492..cbf59e7a053 100644 --- a/x-pack/metricbeat/module/aws/cost/cost_integration_test.go +++ b/x-pack/metricbeat/module/aws/cost/cost_integration_test.go @@ -17,26 +17,33 @@ import ( ) func TestData(t *testing.T) { - resultTypeIs := func(resultTypeIsEmpty bool) func(e common.MapStr) bool { + resultTypeIs := func(resultType string) func(e common.MapStr) bool { return func(e common.MapStr) bool { - v, err := e.GetValue("aws.cost.resourceTags.aws:createdBy") - return err == nil && (v == "") == resultTypeIsEmpty + v, err := e.GetValue("aws.cost.group_definition.key") + if v == "aws:createdBy" { + t, err := e.GetValue("aws.cost.resourceTags.aws:createdBy") + if t == resultType { + return err == nil + } + } + return err == nil && v == resultType } } dataFiles := []struct { - resultTypeIsEmpty bool - path string + resultType string + path string }{ - {true, "./_meta/data.json"}, - {false, "./_meta/data_group_by.json"}, + {"", "./_meta/data.json"}, + {"aws:createdBy", "./_meta/data_group_by_tag.json"}, + {"AZ", "./_meta/data_group_by_az.json"}, } config := mtest.GetConfigForTest(t, "cost", "24h") for _, df := range dataFiles { metricSet := mbtest.NewFetcher(t, config) - t.Run(fmt.Sprintf("result type: %t", df.resultTypeIsEmpty), func(t *testing.T) { - metricSet.WriteEventsCond(t, df.path, resultTypeIs(df.resultTypeIsEmpty)) + t.Run(fmt.Sprintf("result type: %s", df.resultType), func(t *testing.T) { + metricSet.WriteEventsCond(t, df.path, resultTypeIs(df.resultType)) }) } } From 68c20f730a064aecbb7df1bf2b659373931ac20b Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Wed, 12 Aug 2020 14:41:23 -0600 Subject: [PATCH 04/14] add cost explorer metrics into existing billing metricset --- go.sum | 1 + metricbeat/docs/fields.asciidoc | 103 ++++++++++---- metricbeat/docs/modules/aws.asciidoc | 4 - metricbeat/docs/modules/aws/cost.asciidoc | 25 ---- metricbeat/docs/modules_list.asciidoc | 3 +- x-pack/metricbeat/include/list.go | 2 +- x-pack/metricbeat/module/aws/_meta/config.yml | 8 +- .../module/aws/billing/_meta/data.json | 41 ++++-- .../_meta/data_cloudwatch.json} | 14 +- .../_meta/data_group_by_az.json | 18 +-- .../_meta/data_group_by_tag.json | 20 +-- .../module/aws/billing/_meta/docs.asciidoc | 30 ++-- .../module/aws/billing/_meta/fields.yml | 77 ++++++++++- .../aws/{cost/cost.go => billing/billing.go} | 128 ++++++++++++++++-- .../aws/billing/billing_integration_test.go | 48 ++++++- .../module/aws/billing/billing_test.go | 61 +++++++-- .../module/aws/billing/manifest.yml | 10 -- .../module/aws/cost/_meta/data.json | 55 -------- .../module/aws/cost/_meta/data_group.json | 53 -------- .../module/aws/cost/_meta/docs.asciidoc | 19 --- .../module/aws/cost/_meta/fields.yml | 57 -------- .../module/aws/cost/cost_integration_test.go | 49 ------- .../metricbeat/module/aws/cost/cost_test.go | 62 --------- x-pack/metricbeat/module/aws/fields.go | 2 +- x-pack/metricbeat/modules.d/aws.yml | 5 + x-pack/metricbeat/modules.d/aws.yml.disabled | 49 ------- 26 files changed, 434 insertions(+), 510 deletions(-) delete mode 100644 metricbeat/docs/modules/aws/cost.asciidoc rename x-pack/metricbeat/module/aws/{cost/_meta/data_group_by.json => billing/_meta/data_cloudwatch.json} (79%) rename x-pack/metricbeat/module/aws/{cost => billing}/_meta/data_group_by_az.json (75%) rename x-pack/metricbeat/module/aws/{cost => billing}/_meta/data_group_by_tag.json (70%) rename x-pack/metricbeat/module/aws/{cost/cost.go => billing/billing.go} (61%) delete mode 100644 x-pack/metricbeat/module/aws/billing/manifest.yml delete mode 100644 x-pack/metricbeat/module/aws/cost/_meta/data.json delete mode 100644 x-pack/metricbeat/module/aws/cost/_meta/data_group.json delete mode 100644 x-pack/metricbeat/module/aws/cost/_meta/docs.asciidoc delete mode 100644 x-pack/metricbeat/module/aws/cost/_meta/fields.yml delete mode 100644 x-pack/metricbeat/module/aws/cost/cost_integration_test.go delete mode 100644 x-pack/metricbeat/module/aws/cost/cost_test.go create mode 100644 x-pack/metricbeat/modules.d/aws.yml delete mode 100644 x-pack/metricbeat/modules.d/aws.yml.disabled diff --git a/go.sum b/go.sum index 4cc81ff4f1f..1166563fbca 100644 --- a/go.sum +++ b/go.sum @@ -222,6 +222,7 @@ github.com/eapache/queue v1.1.0 h1:YOEu7KNc61ntiQlcEeUIoDTJ2o8mQznoNvUhiigpIqc= github.com/eapache/queue v1.1.0/go.mod h1:6eCeP0CKFpHLu8blIFXhExK/dRa7WDZfr6jVFPTqq+I= github.com/eclipse/paho.mqtt.golang v1.2.1-0.20200121105743-0d940dd29fd2 h1:DW6WrARxK5J+o8uAKCiACi5wy9EK1UzrsCpGBPsKHAA= github.com/eclipse/paho.mqtt.golang v1.2.1-0.20200121105743-0d940dd29fd2/go.mod h1:H9keYFcgq3Qr5OUJm/JZI/i6U7joQ8SYLhZwfeOo6Ts= +github.com/elastic/beats v7.6.2+incompatible h1:jHdLv83KURaqWUC6f55iMyVP6LYZrgElfeqxKWcskVE= github.com/elastic/dhcp v0.0.0-20200227161230-57ec251c7eb3 h1:lnDkqiRFKm0rxdljqrj3lotWinO9+jFmeDXIC4gvIQs= github.com/elastic/dhcp v0.0.0-20200227161230-57ec251c7eb3/go.mod h1:aPqzac6AYkipvp4hufTyMj5PDIphF3+At8zr7r51xjY= github.com/elastic/ecs v1.5.0 h1:/VEIBsRU4ecq2+U3RPfKNc6bFyomP6qnthYEcQZu8GU= diff --git a/metricbeat/docs/fields.asciidoc b/metricbeat/docs/fields.asciidoc index b8f6c2dd770..2c8537969c4 100644 --- a/metricbeat/docs/fields.asciidoc +++ b/metricbeat/docs/fields.asciidoc @@ -1569,8 +1569,7 @@ type: object - -*`aws.billing.metrics.EstimatedCharges.max`*:: +*`aws.billing.EstimatedCharges`*:: + -- Maximum estimated charges for AWS acccount. @@ -1579,32 +1578,26 @@ type: long -- -[float] -=== cloudwatch - -`cloudwatch` contains the metrics that were scraped from AWS CloudWatch which contains monitoring metrics sent by different namespaces. - - - -*`aws.cloudwatch.namespace`*:: +*`aws.billing.Currency`*:: + -- -The namespace specified when query cloudwatch api. - +Estimated charges currency unit. type: keyword -- -[float] -=== cost - -`cost` contains the metrics that were scraped from cost explorer +*`aws.billing.ServiceName`*:: ++ +-- +Service name for the maximum estimated charges. +type: keyword +-- -*`aws.cost.AmortizedCost.amount.amount`*:: +*`aws.billing.AmortizedCost.amount`*:: + -- Amortized cost amount @@ -1613,7 +1606,7 @@ type: double -- -*`aws.cost.AmortizedCost.amount.unit`*:: +*`aws.billing.AmortizedCost.unit`*:: + -- Amortized cost unit @@ -1623,7 +1616,7 @@ type: keyword -- -*`aws.cost.BlendedCost.amount`*:: +*`aws.billing.BlendedCost.amount`*:: + -- Blended cost amount @@ -1632,7 +1625,7 @@ type: double -- -*`aws.cost.BlendedCost.unit`*:: +*`aws.billing.BlendedCost.unit`*:: + -- Blended cost unit @@ -1642,7 +1635,7 @@ type: keyword -- -*`aws.cost.NormalizedUsageAmount.amount`*:: +*`aws.billing.NormalizedUsageAmount.amount`*:: + -- Normalized usage amount @@ -1651,7 +1644,7 @@ type: double -- -*`aws.cost.NormalizedUsageAmount.unit`*:: +*`aws.billing.NormalizedUsageAmount.unit`*:: + -- Normalized usage amount unit @@ -1661,7 +1654,7 @@ type: keyword -- -*`aws.cost.UnblendedCost.amount`*:: +*`aws.billing.UnblendedCost.amount`*:: + -- Unblended cost amount @@ -1670,7 +1663,7 @@ type: double -- -*`aws.cost.UnblendedCost.unit`*:: +*`aws.billing.UnblendedCost.unit`*:: + -- Unblended cost unit @@ -1680,7 +1673,7 @@ type: keyword -- -*`aws.cost.UsageQuantity.amount`*:: +*`aws.billing.UsageQuantity.amount`*:: + -- Usage quantity amount @@ -1689,7 +1682,7 @@ type: double -- -*`aws.cost.UsageQuantity.unit`*:: +*`aws.billing.UsageQuantity.unit`*:: + -- Usage quantity unit @@ -1698,7 +1691,7 @@ type: keyword -- -*`aws.cost.start_date`*:: +*`aws.billing.start_date`*:: + -- Start date for retrieving AWS costs @@ -1707,11 +1700,65 @@ type: keyword -- -*`aws.cost.end_date`*:: +*`aws.billing.end_date`*:: + -- End date for retrieving AWS costs +type: keyword + +-- + + +*`aws.billing.group_definition.key`*:: ++ +-- +The string that represents a key for a specified group + +type: keyword + +-- + +*`aws.billing.group_definition.type`*:: ++ +-- +The string that represents the type of group + +type: keyword + +-- + +*`aws.billing.resourceTags.aws:createdBy`*:: ++ +-- +aws:createdBy tag value + +type: keyword + +-- + +*`aws.billing.availability_zone`*:: ++ +-- +Availability zone name + +type: keyword + +-- + +[float] +=== cloudwatch + +`cloudwatch` contains the metrics that were scraped from AWS CloudWatch which contains monitoring metrics sent by different namespaces. + + + +*`aws.cloudwatch.namespace`*:: ++ +-- +The namespace specified when query cloudwatch api. + + type: keyword -- diff --git a/metricbeat/docs/modules/aws.asciidoc b/metricbeat/docs/modules/aws.asciidoc index e025522041e..42d24c65ccd 100644 --- a/metricbeat/docs/modules/aws.asciidoc +++ b/metricbeat/docs/modules/aws.asciidoc @@ -346,8 +346,6 @@ The following metricsets are available: * <> -* <> - * <> * <> @@ -380,8 +378,6 @@ include::aws/billing.asciidoc[] include::aws/cloudwatch.asciidoc[] -include::aws/cost.asciidoc[] - include::aws/dynamodb.asciidoc[] include::aws/ebs.asciidoc[] diff --git a/metricbeat/docs/modules/aws/cost.asciidoc b/metricbeat/docs/modules/aws/cost.asciidoc deleted file mode 100644 index 7c7cf1b3966..00000000000 --- a/metricbeat/docs/modules/aws/cost.asciidoc +++ /dev/null @@ -1,25 +0,0 @@ -//// -This file is generated! See scripts/mage/docs_collector.go -//// - -[[metricbeat-metricset-aws-cost]] -[role="xpack"] -=== AWS cost metricset - -experimental[] - -include::../../../../x-pack/metricbeat/module/aws/cost/_meta/docs.asciidoc[] - -This is a default metricset. If the host module is unconfigured, this metricset is enabled by default. - -==== Fields - -For a description of each field in the metricset, see the -<> section. - -Here is an example document generated by this metricset: - -[source,json] ----- -include::../../../../x-pack/metricbeat/module/aws/cost/_meta/data.json[] ----- diff --git a/metricbeat/docs/modules_list.asciidoc b/metricbeat/docs/modules_list.asciidoc index 0006b0f7359..6677ad12525 100644 --- a/metricbeat/docs/modules_list.asciidoc +++ b/metricbeat/docs/modules_list.asciidoc @@ -16,9 +16,8 @@ This file is generated! See scripts/mage/docs_collector.go |<> beta[] |image:./images/icon-no.png[No prebuilt dashboards] | .1+| .1+| |<> beta[] |<> |image:./images/icon-yes.png[Prebuilt dashboards are available] | -.17+| .17+| |<> beta[] +.16+| .16+| |<> beta[] |<> -|<> experimental[] |<> beta[] |<> |<> diff --git a/x-pack/metricbeat/include/list.go b/x-pack/metricbeat/include/list.go index 843a01c89bd..4e6d99d1137 100644 --- a/x-pack/metricbeat/include/list.go +++ b/x-pack/metricbeat/include/list.go @@ -12,8 +12,8 @@ import ( _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/appsearch" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/appsearch/stats" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws" + _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/billing" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/cloudwatch" - _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/cost" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/ec2" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/rds" _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/s3_daily_storage" diff --git a/x-pack/metricbeat/module/aws/_meta/config.yml b/x-pack/metricbeat/module/aws/_meta/config.yml index 99cbadbc28c..b217acbc72b 100644 --- a/x-pack/metricbeat/module/aws/_meta/config.yml +++ b/x-pack/metricbeat/module/aws/_meta/config.yml @@ -30,17 +30,11 @@ - sns - sqs - module: aws - period: 12h + period: 24h metricsets: - billing - regions: - - us-east-1 - module: aws period: 24h metricsets: - s3_daily_storage - s3_request -- module: aws - period: 24h - metricsets: - - cost diff --git a/x-pack/metricbeat/module/aws/billing/_meta/data.json b/x-pack/metricbeat/module/aws/billing/_meta/data.json index df5fece2194..7b109d9d5d4 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/data.json +++ b/x-pack/metricbeat/module/aws/billing/_meta/data.json @@ -2,18 +2,32 @@ "@timestamp": "2017-10-12T08:05:34.853Z", "aws": { "billing": { - "metrics": { - "EstimatedCharges": { - "max": 0 - } - } - }, - "cloudwatch": { - "namespace": "AWS/Billing" - }, - "dimensions": { - "Currency": "USD", - "ServiceName": "AmazonSNS" + "AmortizedCost": { + "amount": 7.8057745276, + "unit": "USD" + }, + "BlendedCost": { + "amount": 7.7615302268, + "unit": "USD" + }, + "NormalizedUsageAmount": { + "amount": 0, + "unit": "N/A" + }, + "UnblendedCost": { + "amount": 7.8057745276, + "unit": "USD" + }, + "UsageQuantity": { + "amount": 1673664.5747861217, + "unit": "N/A" + }, + "end_date": "2020-08-12", + "group_definition": { + "key": "aws:createdBy", + "type": "TAG" + }, + "start_date": "2020-08-11" } }, "cloud": { @@ -21,8 +35,7 @@ "id": "428152502467", "name": "elastic-beats" }, - "provider": "aws", - "region": "us-east-1" + "provider": "aws" }, "event": { "dataset": "aws.billing", diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data_group_by.json b/x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json similarity index 79% rename from x-pack/metricbeat/module/aws/cost/_meta/data_group_by.json rename to x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json index 031e134ad6a..4bcf41695c0 100644 --- a/x-pack/metricbeat/module/aws/cost/_meta/data_group_by.json +++ b/x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json @@ -1,7 +1,7 @@ { "@timestamp": "2017-10-12T08:05:34.853Z", "aws": { - "cost": { + "billing": { "AmortizedCost": { "amount": 0.016129032, "unit": "USD" @@ -22,11 +22,15 @@ "amount": 0.1612903224, "unit": "N/A" }, - "end_date": "2020-08-11", + "end_date": "2020-08-12", + "group_definition": { + "key": "aws:createdBy", + "type": "TAG" + }, "resourceTags": { "aws:createdBy": "AssumedRole:AROAWHL7AXDB2C3XGU462:1583852675450569406" }, - "start_date": "2020-08-10" + "start_date": "2020-08-11" } }, "cloud": { @@ -37,12 +41,12 @@ "provider": "aws" }, "event": { - "dataset": "aws.cost", + "dataset": "aws.billing", "duration": 115000, "module": "aws" }, "metricset": { - "name": "cost", + "name": "billing", "period": 10000 }, "service": { diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data_group_by_az.json b/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_az.json similarity index 75% rename from x-pack/metricbeat/module/aws/cost/_meta/data_group_by_az.json rename to x-pack/metricbeat/module/aws/billing/_meta/data_group_by_az.json index 9eac766a67a..09130105828 100644 --- a/x-pack/metricbeat/module/aws/cost/_meta/data_group_by_az.json +++ b/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_az.json @@ -1,13 +1,13 @@ { "@timestamp": "2017-10-12T08:05:34.853Z", "aws": { - "cost": { + "billing": { "AmortizedCost": { - "amount": 0.6883870968, + "amount": 0.6923612553, "unit": "USD" }, "BlendedCost": { - "amount": 0.6883870968, + "amount": 0.6923612553, "unit": "USD" }, "NormalizedUsageAmount": { @@ -15,20 +15,20 @@ "unit": "N/A" }, "UnblendedCost": { - "amount": 0.6883870968, + "amount": 0.6923612553, "unit": "USD" }, "UsageQuantity": { - "amount": 312.6451748102, + "amount": 312.6837588983, "unit": "N/A" }, "availability_zone": "eu-central-1", - "end_date": "2020-08-11", + "end_date": "2020-08-12", "group_definition": { "key": "AZ", "type": "DIMENSION" }, - "start_date": "2020-08-10" + "start_date": "2020-08-11" } }, "cloud": { @@ -39,12 +39,12 @@ "provider": "aws" }, "event": { - "dataset": "aws.cost", + "dataset": "aws.billing", "duration": 115000, "module": "aws" }, "metricset": { - "name": "cost", + "name": "billing", "period": 10000 }, "service": { diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data_group_by_tag.json b/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_tag.json similarity index 70% rename from x-pack/metricbeat/module/aws/cost/_meta/data_group_by_tag.json rename to x-pack/metricbeat/module/aws/billing/_meta/data_group_by_tag.json index a684d195624..4bcf41695c0 100644 --- a/x-pack/metricbeat/module/aws/cost/_meta/data_group_by_tag.json +++ b/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_tag.json @@ -1,13 +1,13 @@ { "@timestamp": "2017-10-12T08:05:34.853Z", "aws": { - "cost": { + "billing": { "AmortizedCost": { - "amount": 7.6898544168, + "amount": 0.016129032, "unit": "USD" }, "BlendedCost": { - "amount": 7.64216402, + "amount": 0.016129032, "unit": "USD" }, "NormalizedUsageAmount": { @@ -15,22 +15,22 @@ "unit": "N/A" }, "UnblendedCost": { - "amount": 7.6898544168, + "amount": 0.016129032, "unit": "USD" }, "UsageQuantity": { - "amount": 1695381.573809452, + "amount": 0.1612903224, "unit": "N/A" }, - "end_date": "2020-08-11", + "end_date": "2020-08-12", "group_definition": { "key": "aws:createdBy", "type": "TAG" }, "resourceTags": { - "aws:createdBy": "" + "aws:createdBy": "AssumedRole:AROAWHL7AXDB2C3XGU462:1583852675450569406" }, - "start_date": "2020-08-10" + "start_date": "2020-08-11" } }, "cloud": { @@ -41,12 +41,12 @@ "provider": "aws" }, "event": { - "dataset": "aws.cost", + "dataset": "aws.billing", "duration": 115000, "module": "aws" }, "metricset": { - "name": "cost", + "name": "billing", "period": 10000 }, "service": { diff --git a/x-pack/metricbeat/module/aws/billing/_meta/docs.asciidoc b/x-pack/metricbeat/module/aws/billing/_meta/docs.asciidoc index 0e0b4ffb624..48dbabe9912 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/docs.asciidoc +++ b/x-pack/metricbeat/module/aws/billing/_meta/docs.asciidoc @@ -1,13 +1,8 @@ -You can monitor your estimated AWS charges by using Amazon CloudWatch. When you -enable the monitoring of estimated charges for your AWS account, the estimated -charges are calculated and sent several times daily to CloudWatch as metric data. +You can monitor your estimated AWS charges by using Amazon CloudWatch and Cost +Explorer. -Billing metric data is stored in the US East (N. Virginia) Region and represents -worldwide charges. This data includes the estimated charges for every service in -AWS that you use, in addition to the estimated overall total of your AWS charges. - -This aws `billing` metricset collects these Cloudwatch metrics for monitoring -purposes. +This aws `billing` metricset collects metrics both from Cloudwatch and cost +explorer for monitoring purposes. [float] === AWS Permissions @@ -19,6 +14,7 @@ cloudwatch:ListMetrics tag:getResources sts:GetCallerIdentity iam:ListAccountAliases +ce:GetCostAndUsage ---- [float] @@ -33,18 +29,8 @@ image::./images/metricbeat-aws-billing-overview.png[] [source,yaml] ---- - module: aws - period: 12h + period: 24h metricsets: - - billing - # This module uses the aws cloudwatch metricset, all - # the options for this metricset are also available here. + - cost + credential_profile_name: elastic-beats ---- - -[float] -=== Metrics -|=== -|Metric Name|Statistic Method -|EstimatedCharges | Maximum -|=== - -Supported dimensions for billing metrics: Currency and ServiceName. diff --git a/x-pack/metricbeat/module/aws/billing/_meta/fields.yml b/x-pack/metricbeat/module/aws/billing/_meta/fields.yml index 2b246415653..1691aa7ba3b 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/fields.yml +++ b/x-pack/metricbeat/module/aws/billing/_meta/fields.yml @@ -4,9 +4,78 @@ `billing` contains the estimated charges for your AWS account in Cloudwatch. release: beta fields: - - name: metrics + - name: EstimatedCharges + type: long + description: Maximum estimated charges for AWS acccount. + - name: Currency + type: keyword + description: Estimated charges currency unit. + - name: ServiceName + type: keyword + description: Service name for the maximum estimated charges. + - name: AmortizedCost type: group fields: - - name: EstimatedCharges.max - type: long - description: Maximum estimated charges for AWS acccount. + - name: amount + type: double + description: Amortized cost amount + - name: unit + type: keyword + description: Amortized cost unit + - name: BlendedCost + type: group + fields: + - name: amount + type: double + description: Blended cost amount + - name: unit + type: keyword + description: Blended cost unit + - name: NormalizedUsageAmount + type: group + fields: + - name: amount + type: double + description: Normalized usage amount + - name: unit + type: keyword + description: Normalized usage amount unit + - name: UnblendedCost + type: group + fields: + - name: amount + type: double + description: Unblended cost amount + - name: unit + type: keyword + description: Unblended cost unit + - name: UsageQuantity + type: group + fields: + - name: amount + type: double + description: Usage quantity amount + - name: unit + type: keyword + description: Usage quantity unit + - name: start_date + type: keyword + description: Start date for retrieving AWS costs + - name: end_date + type: keyword + description: End date for retrieving AWS costs + - name: group_definition + type: group + fields: + - name: key + type: keyword + description: The string that represents a key for a specified group + - name: type + type: keyword + description: The string that represents the type of group + - name: resourceTags.aws:createdBy + type: keyword + description: aws:createdBy tag value + - name: availability_zone + type: keyword + description: Availability zone name diff --git a/x-pack/metricbeat/module/aws/cost/cost.go b/x-pack/metricbeat/module/aws/billing/billing.go similarity index 61% rename from x-pack/metricbeat/module/aws/cost/cost.go rename to x-pack/metricbeat/module/aws/billing/billing.go index 9180eab8621..56bdb08314f 100644 --- a/x-pack/metricbeat/module/aws/cost/cost.go +++ b/x-pack/metricbeat/module/aws/billing/billing.go @@ -2,7 +2,7 @@ // or more contributor license agreements. Licensed under the Elastic License; // you may not use this file except in compliance with the Elastic License. -package cost +package billing import ( "fmt" @@ -10,10 +10,14 @@ import ( "strings" "time" - "github.com/aws/aws-sdk-go-v2/service/costexplorer/costexploreriface" + "github.com/aws/aws-sdk-go-v2/service/cloudwatch/cloudwatchiface" + + awscommon "github.com/elastic/beats/v7/x-pack/libbeat/common/aws" awssdk "github.com/aws/aws-sdk-go-v2/aws" + "github.com/aws/aws-sdk-go-v2/service/cloudwatch" "github.com/aws/aws-sdk-go-v2/service/costexplorer" + "github.com/aws/aws-sdk-go-v2/service/costexplorer/costexploreriface" "github.com/pkg/errors" "github.com/elastic/beats/v7/libbeat/common" @@ -25,7 +29,9 @@ import ( ) var ( - metricsetName = "cost" + metricsetName = "billing" + regionName = "us-east-1" + labelSeparator = "|" ) // init registers the MetricSet with the central registry as soon as the program @@ -66,8 +72,18 @@ func (m *MetricSet) Fetch(report mb.ReporterV2) error { // Get startDate and endDate startDate, endDate := getStartDateEndDate(m.Period) + // Get startTime and endTime + startTime, endTime := aws.GetStartTimeEndTime(m.Period) + + // get cost metrics from cost explorer awsConfig := m.MetricSet.AwsConfig.Copy() - svc := costexplorer.New(awsConfig) + svcCostExplorer := costexplorer.New(awscommon.EnrichAWSConfigWithEndpoint( + m.Endpoint, "monitoring", "", awsConfig)) + + awsConfig.Region = regionName + svcCloudwatch := cloudwatch.New(awscommon.EnrichAWSConfigWithEndpoint( + m.Endpoint, "monitoring", regionName, awsConfig)) + timePeriod := costexplorer.DateInterval{ Start: awssdk.String(startDate), End: awssdk.String(endDate), @@ -75,13 +91,17 @@ func (m *MetricSet) Fetch(report mb.ReporterV2) error { var events []mb.Event // Get total cost from GetCostAndUsage with group by type "TAG" - eventsByTag := m.getCostGroupByTag(timePeriod, svc, startDate, endDate) + eventsByTag := m.getCostGroupByTag(timePeriod, svcCostExplorer, startDate, endDate) events = append(events, eventsByTag...) // Get total cost from GetCostAndUsage with group by type "DIMENSION" - eventsByAZ := m.getCostGroupByDimension(timePeriod, svc, startDate, endDate) + eventsByAZ := m.getCostGroupByDimension(timePeriod, svcCostExplorer, startDate, endDate) events = append(events, eventsByAZ...) + // Get estimated charges from CloudWatch + eventsCW := m.getCloudWatchBillingMetrics(svcCloudwatch, startTime, endTime) + events = append(events, eventsCW...) + // report events for _, event := range events { if reported := report.Event(event); !reported { @@ -92,7 +112,7 @@ func (m *MetricSet) Fetch(report mb.ReporterV2) error { return nil } -func (m *MetricSet) getCostGroupByTag(timePeriod costexplorer.DateInterval, svc costexploreriface.ClientAPI, startDate string, endDate string) []mb.Event { +func (m *MetricSet) getCostGroupByTag(timePeriod costexplorer.DateInterval, svcCostExplorer costexploreriface.ClientAPI, startDate string, endDate string) []mb.Event { var events []mb.Event groupByTagCostInput := costexplorer.GetCostAndUsageInput{ Granularity: costexplorer.GranularityDaily, @@ -108,7 +128,7 @@ func (m *MetricSet) getCostGroupByTag(timePeriod costexplorer.DateInterval, svc }, } - groupByTagCostReq := svc.GetCostAndUsageRequest(&groupByTagCostInput) + groupByTagCostReq := svcCostExplorer.GetCostAndUsageRequest(&groupByTagCostInput) groupByTagOutput, err := groupByTagCostReq.Send(context.Background()) if err != nil { err = fmt.Errorf("costexplorer GetCostAndUsageRequest failed: %w", err) @@ -122,7 +142,9 @@ func (m *MetricSet) getCostGroupByTag(timePeriod costexplorer.DateInterval, svc event := m.addCostMetrics(group.Metrics, groupByTagOutput.GroupDefinitions[0], startDate, endDate) for _, key := range group.Keys { tagKey, tagValue := parseGroupKey(key) - event.MetricSetFields.Put("resourceTags."+tagKey, tagValue) + if tagValue != "" { + event.MetricSetFields.Put("resourceTags."+tagKey, tagValue) + } } events = append(events, event) @@ -131,7 +153,7 @@ func (m *MetricSet) getCostGroupByTag(timePeriod costexplorer.DateInterval, svc return events } -func (m *MetricSet) getCostGroupByDimension(timePeriod costexplorer.DateInterval, svc costexploreriface.ClientAPI, startDate string, endDate string) []mb.Event { +func (m *MetricSet) getCostGroupByDimension(timePeriod costexplorer.DateInterval, svcCostExplorer costexploreriface.ClientAPI, startDate string, endDate string) []mb.Event { var events []mb.Event groupByAZCostInput := costexplorer.GetCostAndUsageInput{ @@ -148,7 +170,7 @@ func (m *MetricSet) getCostGroupByDimension(timePeriod costexplorer.DateInterval }, } - groupByAZCostReq := svc.GetCostAndUsageRequest(&groupByAZCostInput) + groupByAZCostReq := svcCostExplorer.GetCostAndUsageRequest(&groupByAZCostInput) groupByAZOutput, err := groupByAZCostReq.Send(context.Background()) if err != nil { err = fmt.Errorf("costexplorer GetCostAndUsageRequest failed: %w", err) @@ -171,6 +193,53 @@ func (m *MetricSet) getCostGroupByDimension(timePeriod costexplorer.DateInterval return events } +func (m *MetricSet) getCloudWatchBillingMetrics(svcCloudwatch cloudwatchiface.ClientAPI, startTime time.Time, endTime time.Time) []mb.Event { + var events []mb.Event + namespace := "AWS/Billing" + listMetricsOutput, err := aws.GetListMetricsOutput(namespace, regionName, svcCloudwatch) + if err != nil { + m.Logger().Error(err.Error()) + return nil + } + + if listMetricsOutput != nil && len(listMetricsOutput) != 0 { + metricDataQueriesTotal := constructMetricQueries(listMetricsOutput, m.Period) + + metricDataOutput, err := aws.GetMetricDataResults(metricDataQueriesTotal, svcCloudwatch, startTime, endTime) + if err != nil { + err = errors.Wrap(err, "GetMetricDataResults failed, skipping region "+regionName) + m.Logger().Error(err.Error()) + return nil + } + + // Find a timestamp for all metrics in output + timestamp := aws.FindTimestamp(metricDataOutput) + if !timestamp.IsZero() { + for _, output := range metricDataOutput { + if len(output.Values) == 0 { + continue + } + exists, timestampIdx := aws.CheckTimestampInArray(timestamp, output.Timestamps) + if exists { + labels := strings.Split(*output.Label, labelSeparator) + + event := aws.InitEvent("", m.AccountName, m.AccountID) + event.MetricSetFields.Put(labels[0], output.Values[timestampIdx]) + + i := 1 + for i < len(labels)-1 { + event.MetricSetFields.Put(labels[i], labels[i+1]) + i += 2 + } + + events = append(events, event) + } + } + } + } + return events +} + func (m *MetricSet) addCostMetrics(metrics map[string]costexplorer.MetricValue, groupDefinition costexplorer.GroupDefinition, startDate string, endDate string) mb.Event { event := aws.InitEvent("", m.AccountName, m.AccountID) @@ -201,6 +270,43 @@ func (m *MetricSet) addCostMetrics(metrics map[string]costexplorer.MetricValue, return event } +func constructMetricQueries(listMetricsOutput []cloudwatch.Metric, period time.Duration) []cloudwatch.MetricDataQuery { + var metricDataQueries []cloudwatch.MetricDataQuery + metricDataQueryEmpty := cloudwatch.MetricDataQuery{} + for i, listMetric := range listMetricsOutput { + metricDataQuery := createMetricDataQuery(listMetric, i, period) + if metricDataQuery == metricDataQueryEmpty { + continue + } + metricDataQueries = append(metricDataQueries, metricDataQuery) + } + return metricDataQueries +} + +func createMetricDataQuery(metric cloudwatch.Metric, index int, period time.Duration) (metricDataQuery cloudwatch.MetricDataQuery) { + statistic := "Maximum" + periodInSeconds := int64(period.Seconds()) + id := metricsetName + strconv.Itoa(index) + metricDims := metric.Dimensions + metricName := *metric.MetricName + + label := metricName + labelSeparator + for _, dim := range metricDims { + label += *dim.Name + labelSeparator + *dim.Value + labelSeparator + } + + metricDataQuery = cloudwatch.MetricDataQuery{ + Id: &id, + MetricStat: &cloudwatch.MetricStat{ + Period: &periodInSeconds, + Stat: &statistic, + Metric: &metric, + }, + Label: &label, + } + return +} + func getStartDateEndDate(period time.Duration) (startDate string, endDate string) { currentTime := time.Now() startTime := currentTime.Add(period * -1) diff --git a/x-pack/metricbeat/module/aws/billing/billing_integration_test.go b/x-pack/metricbeat/module/aws/billing/billing_integration_test.go index 3d8cbff0598..adffb4298f3 100644 --- a/x-pack/metricbeat/module/aws/billing/billing_integration_test.go +++ b/x-pack/metricbeat/module/aws/billing/billing_integration_test.go @@ -8,15 +8,57 @@ package billing import ( + "fmt" + "strconv" "testing" + "github.com/elastic/beats/v7/libbeat/common" mbtest "github.com/elastic/beats/v7/metricbeat/mb/testing" "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/mtest" ) func TestData(t *testing.T) { - config := mtest.GetConfigForTest(t, "billing", "300s") + resultTypeIs := func(resultType string) func(e common.MapStr) bool { + return func(e common.MapStr) bool { + v, err := e.GetValue("aws.billing.group_definition.key") + // Check for cost explorer metrics with group by TAG + if v == "aws:createdBy" { + exists, err := e.HasKey("aws.billing.resourceTags.aws:createdBy") + if err != nil { + // aggregated total value when there is no `aws:createdBy` tag key + return strconv.FormatBool(exists) == resultType + } + // when tag value exists for `aws:createdBy` + tag, err := e.GetValue("aws.billing.resourceTags.aws:createdBy") + return strconv.FormatBool(tag != "") == resultType + } - metricSet := mbtest.NewFetcher(t, config) - metricSet.WriteEvents(t, "/") + if err == nil { + // group by AZ + return v == resultType + } else { + // Check for CloudWatch billing metrics + exists, err := e.HasKey("aws.billing.EstimatedCharges") + return err == nil && strconv.FormatBool(exists) == resultType + } + } + } + + dataFiles := []struct { + resultType string + path string + }{ + {"false", "./_meta/data.json"}, + {"true", "./_meta/data_group_by_tag.json"}, + {"AZ", "./_meta/data_group_by_az.json"}, + {"true", "./_meta/data_cloudwatch.json"}, + } + + config := mtest.GetConfigForTest(t, "billing", "24h") + for _, df := range dataFiles { + metricSet := mbtest.NewFetcher(t, config) + t.Run(fmt.Sprintf("result type: %s", df.resultType), func(t *testing.T) { + metricSet.WriteEventsCond(t, df.path, resultTypeIs(df.resultType)) + }) + } } diff --git a/x-pack/metricbeat/module/aws/billing/billing_test.go b/x-pack/metricbeat/module/aws/billing/billing_test.go index 664eeea5103..08ab38b272f 100644 --- a/x-pack/metricbeat/module/aws/billing/billing_test.go +++ b/x-pack/metricbeat/module/aws/billing/billing_test.go @@ -2,20 +2,61 @@ // or more contributor license agreements. Licensed under the Elastic License; // you may not use this file except in compliance with the Elastic License. +// +build !integration + package billing import ( - "os" - - "github.com/elastic/beats/v7/metricbeat/mb" + "testing" + "time" - // Register input module and metricset - _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws" - _ "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/cloudwatch" + "github.com/stretchr/testify/assert" ) -func init() { - // To be moved to some kind of helper - os.Setenv("BEAT_STRICT_PERMS", "false") - mb.Registry.SetSecondarySource(mb.NewLightModulesSource("../../../module")) +func TestGetStartDateEndDate(t *testing.T) { + startDate, endDate := getStartDateEndDate(time.Duration(24) * time.Hour) + assert.NotEmpty(t, startDate) + assert.NotEmpty(t, endDate) +} + +func TestParseGroupKey(t *testing.T) { + cases := []struct { + title string + groupKey string + expectedTagKey string + expectedTagValue string + }{ + { + "empty tag value", + "aws:createdBy$", + "aws:createdBy", + "", + }, + { + "with a tag value of assumed role", + "aws:createdBy$AssumedRole:AROAWHL7AXDB:158385", + "aws:createdBy", + "AssumedRole:AROAWHL7AXDB:158385", + }, + { + "with a tag value of IAM user", + "aws:createdBy$IAMUser:AIDAWHL7AXDB:foo@test.com", + "aws:createdBy", + "IAMUser:AIDAWHL7AXDB:foo@test.com", + }, + { + "tag value with $", + "aws:createdBy$IAMUser:AIDAWH$L7AXDB:foo@test.com", + "aws:createdBy", + "IAMUser:AIDAWH$L7AXDB:foo@test.com", + }, + } + + for _, c := range cases { + t.Run(c.title, func(t *testing.T) { + tagKey, tagValue := parseGroupKey(c.groupKey) + assert.Equal(t, c.expectedTagKey, tagKey) + assert.Equal(t, c.expectedTagValue, tagValue) + }) + } } diff --git a/x-pack/metricbeat/module/aws/billing/manifest.yml b/x-pack/metricbeat/module/aws/billing/manifest.yml deleted file mode 100644 index cca412df649..00000000000 --- a/x-pack/metricbeat/module/aws/billing/manifest.yml +++ /dev/null @@ -1,10 +0,0 @@ -default: true -input: - module: aws - metricset: cloudwatch - defaults: - regions: - - us-east-1 - metrics: - - namespace: AWS/Billing - statistic: ["Maximum"] diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data.json b/x-pack/metricbeat/module/aws/cost/_meta/data.json deleted file mode 100644 index a684d195624..00000000000 --- a/x-pack/metricbeat/module/aws/cost/_meta/data.json +++ /dev/null @@ -1,55 +0,0 @@ -{ - "@timestamp": "2017-10-12T08:05:34.853Z", - "aws": { - "cost": { - "AmortizedCost": { - "amount": 7.6898544168, - "unit": "USD" - }, - "BlendedCost": { - "amount": 7.64216402, - "unit": "USD" - }, - "NormalizedUsageAmount": { - "amount": 0, - "unit": "N/A" - }, - "UnblendedCost": { - "amount": 7.6898544168, - "unit": "USD" - }, - "UsageQuantity": { - "amount": 1695381.573809452, - "unit": "N/A" - }, - "end_date": "2020-08-11", - "group_definition": { - "key": "aws:createdBy", - "type": "TAG" - }, - "resourceTags": { - "aws:createdBy": "" - }, - "start_date": "2020-08-10" - } - }, - "cloud": { - "account": { - "id": "428152502467", - "name": "elastic-beats" - }, - "provider": "aws" - }, - "event": { - "dataset": "aws.cost", - "duration": 115000, - "module": "aws" - }, - "metricset": { - "name": "cost", - "period": 10000 - }, - "service": { - "type": "aws" - } -} \ No newline at end of file diff --git a/x-pack/metricbeat/module/aws/cost/_meta/data_group.json b/x-pack/metricbeat/module/aws/cost/_meta/data_group.json deleted file mode 100644 index 1cced352e7f..00000000000 --- a/x-pack/metricbeat/module/aws/cost/_meta/data_group.json +++ /dev/null @@ -1,53 +0,0 @@ -{ - "@timestamp": "2017-10-12T08:05:34.853Z", - "aws": { - "cost": { - "AmortizedCost": { - "amount": 7.6898544168, - "unit": "USD" - }, - "BlendedCost": { - "amount": 7.6408203304, - "unit": "USD" - }, - "NormalizedUsageAmount": { - "amount": 0, - "unit": "N/A" - }, - "UnblendedCost": { - "amount": 7.6898544168, - "unit": "USD" - }, - "UsageQuantity": { - "amount": 1695381.5738094517, - "unit": "N/A" - }, - "end_date": "2020-08-11", - "group_definition_type": "TAG", - "result_type": "group", - "start_date": "2020-08-10" - } - }, - "cloud": { - "account": { - "id": "428152502467", - "name": "elastic-beats" - }, - "provider": "aws" - }, - "event": { - "dataset": "aws.cost", - "duration": 115000, - "module": "aws" - }, - "metricset": { - "name": "cost", - "period": 10000 - }, - "resourceTags": { - "aws:createdBy": "" - }, - "service": { - "type": "aws" - } -} \ No newline at end of file diff --git a/x-pack/metricbeat/module/aws/cost/_meta/docs.asciidoc b/x-pack/metricbeat/module/aws/cost/_meta/docs.asciidoc deleted file mode 100644 index af36926781f..00000000000 --- a/x-pack/metricbeat/module/aws/cost/_meta/docs.asciidoc +++ /dev/null @@ -1,19 +0,0 @@ -The `cost` metricset of aws module gets cost related data from cost explorer API. - -[float] -=== AWS Permissions -Some specific AWS permissions are required for IAM user to collect AWS cost explorer metrics. ----- -ce:GetCostAndUsage ----- - -[float] -=== Configuration example -[source,yaml] ----- -- module: aws - period: 24h - metricsets: - - cost - credential_profile_name: elastic-beats ----- diff --git a/x-pack/metricbeat/module/aws/cost/_meta/fields.yml b/x-pack/metricbeat/module/aws/cost/_meta/fields.yml deleted file mode 100644 index 3725b2bb45a..00000000000 --- a/x-pack/metricbeat/module/aws/cost/_meta/fields.yml +++ /dev/null @@ -1,57 +0,0 @@ -- name: cost - type: group - description: > - `cost` contains the metrics that were scraped from cost explorer - release: experimental - fields: - - name: AmortizedCost.amount - type: group - fields: - - name: amount - type: double - description: Amortized cost amount - - name: unit - type: keyword - description: Amortized cost unit - - name: BlendedCost - type: group - fields: - - name: amount - type: double - description: Blended cost amount - - name: unit - type: keyword - description: Blended cost unit - - name: NormalizedUsageAmount - type: group - fields: - - name: amount - type: double - description: Normalized usage amount - - name: unit - type: keyword - description: Normalized usage amount unit - - name: UnblendedCost - type: group - fields: - - name: amount - type: double - description: Unblended cost amount - - name: unit - type: keyword - description: Unblended cost unit - - name: UsageQuantity - type: group - fields: - - name: amount - type: double - description: Usage quantity amount - - name: unit - type: keyword - description: Usage quantity unit - - name: start_date - type: keyword - description: Start date for retrieving AWS costs - - name: end_date - type: keyword - description: End date for retrieving AWS costs diff --git a/x-pack/metricbeat/module/aws/cost/cost_integration_test.go b/x-pack/metricbeat/module/aws/cost/cost_integration_test.go deleted file mode 100644 index cbf59e7a053..00000000000 --- a/x-pack/metricbeat/module/aws/cost/cost_integration_test.go +++ /dev/null @@ -1,49 +0,0 @@ -// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one -// or more contributor license agreements. Licensed under the Elastic License; -// you may not use this file except in compliance with the Elastic License. - -// +build integration -// +build aws - -package cost - -import ( - "fmt" - "testing" - - "github.com/elastic/beats/v7/libbeat/common" - mbtest "github.com/elastic/beats/v7/metricbeat/mb/testing" - "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/mtest" -) - -func TestData(t *testing.T) { - resultTypeIs := func(resultType string) func(e common.MapStr) bool { - return func(e common.MapStr) bool { - v, err := e.GetValue("aws.cost.group_definition.key") - if v == "aws:createdBy" { - t, err := e.GetValue("aws.cost.resourceTags.aws:createdBy") - if t == resultType { - return err == nil - } - } - return err == nil && v == resultType - } - } - - dataFiles := []struct { - resultType string - path string - }{ - {"", "./_meta/data.json"}, - {"aws:createdBy", "./_meta/data_group_by_tag.json"}, - {"AZ", "./_meta/data_group_by_az.json"}, - } - - config := mtest.GetConfigForTest(t, "cost", "24h") - for _, df := range dataFiles { - metricSet := mbtest.NewFetcher(t, config) - t.Run(fmt.Sprintf("result type: %s", df.resultType), func(t *testing.T) { - metricSet.WriteEventsCond(t, df.path, resultTypeIs(df.resultType)) - }) - } -} diff --git a/x-pack/metricbeat/module/aws/cost/cost_test.go b/x-pack/metricbeat/module/aws/cost/cost_test.go deleted file mode 100644 index 1e530cd2689..00000000000 --- a/x-pack/metricbeat/module/aws/cost/cost_test.go +++ /dev/null @@ -1,62 +0,0 @@ -// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one -// or more contributor license agreements. Licensed under the Elastic License; -// you may not use this file except in compliance with the Elastic License. - -// +build !integration - -package cost - -import ( - "testing" - "time" - - "github.com/stretchr/testify/assert" -) - -func TestGetStartDateEndDate(t *testing.T) { - startDate, endDate := getStartDateEndDate(time.Duration(24) * time.Hour) - assert.NotEmpty(t, startDate) - assert.NotEmpty(t, endDate) -} - -func TestParseGroupKey(t *testing.T) { - cases := []struct { - title string - groupKey string - expectedTagKey string - expectedTagValue string - }{ - { - "empty tag value", - "aws:createdBy$", - "aws:createdBy", - "", - }, - { - "with a tag value of assumed role", - "aws:createdBy$AssumedRole:AROAWHL7AXDB:158385", - "aws:createdBy", - "AssumedRole:AROAWHL7AXDB:158385", - }, - { - "with a tag value of IAM user", - "aws:createdBy$IAMUser:AIDAWHL7AXDB:foo@test.com", - "aws:createdBy", - "IAMUser:AIDAWHL7AXDB:foo@test.com", - }, - { - "tag value with $", - "aws:createdBy$IAMUser:AIDAWH$L7AXDB:foo@test.com", - "aws:createdBy", - "IAMUser:AIDAWH$L7AXDB:foo@test.com", - }, - } - - for _, c := range cases { - t.Run(c.title, func(t *testing.T) { - tagKey, tagValue := parseGroupKey(c.groupKey) - assert.Equal(t, c.expectedTagKey, tagKey) - assert.Equal(t, c.expectedTagValue, tagValue) - }) - } -} diff --git a/x-pack/metricbeat/module/aws/fields.go b/x-pack/metricbeat/module/aws/fields.go index 879c8b1cf54..323ca9ce881 100644 --- a/x-pack/metricbeat/module/aws/fields.go +++ b/x-pack/metricbeat/module/aws/fields.go @@ -19,5 +19,5 @@ func init() { // AssetAws returns asset data. // This is the base64 encoded gzipped contents of module/aws. func AssetAws() string { - return "eJzsfd9zIzfu53v+Cta+xJOytZOZZOsqD1dlW56N7+vxOJa9kzct1Q1JXLPJHpItW6n9468Ikv1L3frZLXuubh62NpZEfgCCAAiCwBl5guVvhD7rHwgxzHD4jfzt/Ovobz8QEoOOFEsNk+I38r9/IISQf9Nn/W+SyDjjQCLJOURGk/OvI5JIwYxUTMxIAkaxSJOpkgl+dsllFj9TE80HPxCigAPV8BuZ0R8ImTLgsf4NRz8jgiYQ0Nh/ZpnaLyqZpf4vDaCqg5QHMnSmBz/lfw7jycl/IDKlP7s/jN2nT7B8lipu/nic0DRlYua/+7ef/lb6XiM29++BzuzAZEF5BiSlTHn+0GdNFGiZqQj0YIUC/XEwyaInMAP73yuUrGJdg+GWJkDklFAy+kj8qCsTxiwBoZkUb4Rxn1GYyrBWIP/408CL3OCnwU8/7og6ltmEQx+gNTFzaogCkykBsVvvYi+Q87tr8i0DtVwlacI4Z2K2Qkp5J2zA8G8/xr9JJIWhTFg4QEAbllADMYnmVM1Ak6lUZCkzhVuVRpHMhCFM1HZt+Jfv3gkYWvp7fQuWqfGrU/msjaK2scrjXQUaLh0Jg4S+rHw5TMBlhY+NnPtMX1iSJS3M8XxBxqwuVZSz6aDVKoapLVhSlqVnUEB0pGga5CnXr19Rpp7nLJoXAzRoZQ3CkMmSxGw6BWX/w9KhU1rRP3U1vc0y5+M0LvSqdtjAEvvvYQ7FsESnELEpg5g8z0G4vVPiP6Epa1gfqc1hKyO12W1N7C8IvKRcKlBNLIWXFJTVaIbyLZl7nkhl2F8QX0ptBjSxwtjZhmocrhhyRUU2si1H6OhvGTNMmQnWPmGzrGyacWXIMNcFBxE7zr0tlnlgR2NYZb5Wdt1KlVBu+fqo6QzO36CsFRBJZjEeg3ktc7bz8VFM3qrg5dCOJnq1GduZZln7R0aFYWb5xpiGq/7NYzsK06oztjJNG6rMOKZmb9M7siMQOwK6PMoaOFhYv8E6GHbJdOPMIOKD5r0S8Zaz5geUpaCJjCcH2fQwyJF8LfvDIU45vHhrzvQoiyLQeprxe/iWgTY31ICIlgO6aPKbd9kwq/4c8T4dXYCyos3dXPZUqnMcRDkgmhiZs41YRzyhf0lR/GlkFNCkzgoPJMOVsKtauI2GJUCs6yXjwe4MWXfKOJQhiT+BvEWGfBGcCbgWMbzcgYqs1zqDOyVnCrTuVUzSfDrLkEgmKQf7G+f/UyLgmcy4nFBONERSxFQtCbNACdNkApZgGlujYyShxNAJh3Y675RcMM2kgPirYgYuaUojZpaPgpl+6RRZMgFlaUwLDOTZgiCRR4Ha3x1IPSUE/28z/VtReQ80fm0iFdC4cxovpdBZcmwCg1IrCG0iLvLYiFyAat+Op43TaEmWMiMRFcQoGj2RuXwmSRbN7WwYxCnz1syVzGbzNDN2O2Qa1mzydpbpLDkouNLOMJ0l3ymXjqwfViWrUTd8f0zrXba+Jz7dQ8pZRC1lx/TBgNNUB8onYJ7B2lZBsjTGUCgzkBCapkDRgWACOZb7HBp9DquzG2eSAohyhDmNfkqoiJ2HvToyFdLMQeW/8JN5/b/Bfjfw7xgu2/8z/HtQVGgaWbovpZhyFpneBPDcC5+C/0AUuHTGYQElbzfOwDpupsBFud28CE3nvI6kiDKloPGAT4rhpGOGpgngdHo3VvSkq6Sh/K2y4dxderS5jIZx9hfut6MoquppYJMTmSE6iO3529JL6xc4m4mtGqw3Q22jTduZ3NFSG0iulJKqTzu849HVKbYZCFCrUSX3jwry+8PDHfn1/XuiDTWZNegxHHDAvZQiZm5fXc4hevpEGbei7pD3yJzCn5vilIQaA0nquJWCmkqV2H0d0LmlX7Nh70DETMxKlvASpeAYJKA1ckbPLyNVgIgNCEvQqilrHHWSGffzOV0AEdKQJRgysSquNNiBngKNH+ZKGsPhagGit0W+b5J+JA5eIkD/ENo1WeOQHR2RA/l9i/nOHCh5zJwlzDRHs6QgNM+bISfa+t9UV1giHAvetfMA9fvblIOqju9TELzZ+0xf7K44PJdis8O8Pj6CXLGnqwngeckaNCra7ZkbnWknLSSWoFFp0DTlS6d2zmJI0Gm2XNKWTc1MWqdZCzY92FFurIv2hhlWSIQjtfkoW4uZymmZ0+STVKvMMwWrI5r6axOHs8XtpHFwAjzgLcQV6cn0GhXetB5fnXU85oI0+mJve0Uc5F6X5E0vxOvrks/0pXTKQPltO1f1GcA47Dw1Z7M5rOQ1uH8rY9Vkf4Oc78K41jPa63CuLobNTCv/ZM0e3ZNr+d38pOw77X5JDhN9xPvxq4vRYemHXV+M/0vyLMGNebG02uzwQ38Iemn2FwoO0Gju9odM7XmXSVE+xfooNLqIqbEu7wIhaXtMpNE8XGveMqPk2YRaBceENlREcEqe53Z9TCmioCBVYFmuK39uCIJvOjA71uDW65U3bht8l8yxcvMl7YIzVuEYjBLW/MCcLxpDvysQ7RcNS9ZY7NI69oe1togHgv0jgwxuQMzMvCO8Na5a416XuzyI9UyZQQmU1qXwCQkoWQeQ9JCfeIv0io5oqxqq679/Ka9DCsqbFHJy/eVu9I7EwNkCFDjo+VraDytWburO1z6Gd3Ux8ptvQB7tPntmZl7OM3ADjEbDfI9KwZeb2FK+ke5FRH3+5pqF1+REFFmfRpIPv/7jf2qO0bviOnG9FHTDm4tMaXNBudVjHXCjwPRPjLlycpepVGpASCez9MO7U1IIKPmSGpYgN34fDsmJNj+/cxdSl5KHv0U/v6sS4+iNwW79qeUnbio6kRjpa5LSSEFsnc4TK2kWhPWCSpGhyufa/IwQcGIFCWWidNE2sQxbee7ULHJ4GYPBQbtg60JB+6tDt+O0lRPn/FDOV/S5O7h0pF4sABfqOjJVK7upS7KuY34MgtZidHloQvr1U6sUOyc5myTMmPLdf+6jRx8O89GjD8f00S8/HOajR2k2QE4P0qg5JV5HlEM8nnJJ61/Y4q1QVZNQzmWEd/BXlx9Q7jID5dAAVUD8nSm3hyqSaQj3o8FZHLQS4pTQGB8DNNLSEOPY5r1TLoOXd4+5pss3VhkbGmL7rax08N2Ed+KMRy+IgeJLxzJwx2hRYJ5Tbc+sKoOYaGb/wgx5pppwmgl03FGnU2XqyTJlYnSmUp7p8RGI8lNVKcLLKbyUKlSeIJnAyFHprOFUhP3Z5d3jJY7grbd/C8w0+QuU3JZSPXZPE+txg45IRVoaCbZ7RUhDUspiEstnYUleXW/nDTi1YuaZVaBRht4ijfNrTEdCM8kCzLNUTwMmBim1Rrv5RH8opX5soiACtrBCJ9Bm+ekJEwbUlEag65tuW9jjFNRYQ9Qr/JIPj4raulQdUSIzc5QV6BH3974ETAwmSwNb898517+Rph/tRBsO0MfewIF7XRYHvbQoXVNh5es1V6WP/fIKy9IVGTHTT0wOrAd+tGW58NuDeqfa4s8NvjZSQRGNXFDGMY5v5D7UdLwoJeSlteiHCDwMHXlNyhlCPdLTy6oE7KWF6YMMlC2ZdmXUL/PjfD2IsbdU7RIYaCGu4wVqJ7KLXXQAvU4m+1jN1eDNfrLYBXG9reYKkYfvvX3odWmsg2gO0dPYpYJ2ROo9pFIZbU+hmC5ZQWpP4inVmBghzbz6YUittZj8kwMgGpOGq5/5OCun2pCEicxsT+TYjXdkWvsgJMzzCqQ0r9i2xOQmI5LK/k9bqQ/rls2g/kZl93CWVL6q0mZ7lX/KEjqDAWveE3vXFboehlsuHN8lCBnpw1C74CuipgO7Bh3WP7oWMYswoTpIQgzGpYqXQrVMExBWF7XEy3KgqWILamAQCz2u1ZPrgKF+dDK8HeHEgb0rnv2WKFk9Y8NLYv3PO0C7vlv8QmgcK9CaUK1lxDA+jDdge2HNJpxFfTEUB1/h55ZS6aF1yMXAOI/jyioXFpHru/yTE8vgd2QiM2dA92EpbqFBJONmbu6tiHDcOg9PXdb4z/84mzBDMqHZTGD0FifZCmn3696IlJyk7nEH+S9RmRDu/+l5ZgwTszOMyP6XGFAJEyjT/7UeC5YvDP8X4ncbKDJz6986f8uq6r5MgZ8H3a1gFhoux/hhVV6AH7PAy9VNc22XV0tgu6DRE4j4UgoB+Gywo8de1aWM8uHLbBXSlAqY8CUBbeiEMz23zqZ/sYgOiqQx8bc3KvczFcyYNpiJEmRzTT7t7w8Pd5cyhrGnePzhzz87phJfnH3480+iQKdSaHBvzsJDNUzwPBD0x35Af+wV9C/9gP6lV9C/9gP6115AX91c9MnliDOrw8CqBgStq6hX9uiWkHvksQa1ANUJZP8uq5tHkvVkQp8zWOS7INxCWya07dUqukoLyte83k0Z53IBqjvoqzmm4c1artXzZ+oTiGimXQatzhQWqQN3mW3V/RoZAcrNfPm7DEw/9I1IlelzN3yxwcq7Dp18rNCxpXSMLGXlhNMuwLay+QQFnFu0AtS7urScPFyWP83v5INXqGQWUlPpCh/aaXwUPS9JJrpdlO5KoxSrgblcvo7HKWEiZH+dOrcQM2HtV1YdFnQATfHO3bG/QdWTTBjGVwI2yrigg4bc8/EGZA40BrXGQuRVsM9vLs4jwxZQeHpuIbthUVEUu+L0+bwpYsWyLKcUofhCyGhcdDgJrvp6OXurH9nvUzUDsyX5IVX45vKxqxThJqqrIGvvo05uLh/flV+Znaf5I3xyY395sVG2yzTdwvPx1lPA88pClj32463mnZL20ACdPbppI9lfSIfptl+0vKZs8dVDD6rVoY54Zi2R++aOr806rQ9P5w1os0sc++FmdAszaRjNj+t9uKYPN6MKkUwww8resz8UoMTFLMbTfK4OCCUatMYynCFsWiXYFyyiOBG66esPDeNP7AXi8b03feM+aJ7aKc5y60pXIhZFtGID2HuImYLI9AJT+cE7Afio+PiGJcyMr7DKBMRHxBzJjMfiR1N9KFU+ODze34RrqnxdMGHbipZzf+yBgtu9o+yggvyv/9ny+Pnxzz97obUUUnFEW6zuDIpUS8VmGH9tUQbbH/j7g99y7O8S/6994m+JAXSK//37HvG/f98j8A99Av/QI/CPfQL/2CPwX/oE/kuXwK/vFv+oOdh9+FMNrvWqk4Avqy2g9XB7jNDZ4YvwS54mvFsEseGY1gdLX/2A9tbE5hckaL383PtwZR8LtOkCrDFUWiVljpWRXK0CZnRDUZvS0K8bwy4WZSf+ZxyuFpRnLrmua3AZ3ywuM7YAVyrOheeUVZu+uIMnhgoyl9maLd5DdGmvmNK6KGktqf/QgEQxzBGDEbdu0jcaiPjE5XOXYbg1QYgpl8+anFQvAN6t6vhNOrsGfPxwedc/eGuleiPgZnQEAm5GvRHwODzCCjwOu1uB70H3rWDuP5ZW576VmTkVsZ7Tp+Cm+5K+/oJXFFiKIvHhGG5NqYuWhQu+tQ5noYr6cjVbxGetx+lEKUR0tiq8XKYFN3dvrnP7nu6apjfiKJ8SJiKe4dXww+Xd36/vNt8oVqH3tiAN8Muiv64sP67Hd7GzyxT5/e2kaQ11l3djp7vG96ChywDzatKBBkNO7kcP76rvsN0bpvwCQG4J++rm4lUw75v3YzE7YXp1Vjv2OlY7tr9a9kxQd0VtFCk0izGPwSdxvGIiyTp0eZLJ6omI02QS04NOQ26II56EbnDCxlPQK3aKvBYLfzvTvStoTat2Xt40E8W1Cr5teYEoMy4zJ5i0UnNE97G7rRVx+T99+32dceNe5eVDb7iU9InSXRPJCgbuj20INL4BY0B1hvKTVITqpYjmSgqJNVsC0FP3hKO2Tk4+K90qMIGJCgKL3HDEQOMzjlB9euAkc8ZzjYkfgjZM4NxDV41w+YkynqlOkkF6ozQHvRWNmeqqjww+y8nrGPokNWqadpJOQcS534WtMT0Rm7tE9LkXaommFAuz+uYUa+4GjDX8Up13UivTyoVbT99RIqH4cibfp6HSg+vWpZ2w+DJj+TtLBZFUcTgtbGDtZX5gv8o1VudcziWgyL0sEkcLQQDX+2KNbbdejFpgKL0P1J98QdGvI3IPs4bd6BAW4F1v18oZItDqvxVL8aMv0xXAF0GSaI0jUyrO2Uhtt17NTitEpKjUYd2bnmjrUunbUISrRxagMCnI/gdn1O8RV+RMTjexlcRsweLCka+XaG0hu6jxtysDyt5MtxcT2/gyHa5k/hTg9SmyEhxTVV0h16uZ89YlZNqXXmy4zqBmRg080+Vh1xn5MC1OPOp2dNef0V137faiJ4LFHS0Lbs8fiB/DOuPU1QJx1kK/NU8d4zfX4pOSScmf6lgoajXC/L4t8ym/bi75R2sqGxegR8jW18Ebwn9MOIH/193lBsxfMvMg++ZzXi7LV0FeAe8v/bdnNcLukdP+acRatDsxu7jGP3fueL+3+YXTjw+1WijZBu5VEWLuOwGhHM3eGTEeKO+kMuc85GH2YkjqwoCpoq7RjrfmhAZHPJVqjRMdikDLrGdh8F4Z9mDFKqZQyqbxSeLu2X4oBxRz/5c19tyFA4dKpn2gD9HGWOHb/waNtxFa3zZkpQrrwVakArwX7bY15p2Um8fdsy1ZqbnahTUpQ++V451blOYnJn288ixdz3ttUc/m26itA2gVH9bWScXHbOt0PzywrdNBJeNDPUlfF/6HNau2TUH5XUut///S8McuDR9TQydUw7i0tXohJ0xUe0i12iExRzbJi8QNqBKNoPaqGOS78NyHZri3NIGT8/vbdygCrsdYrDeDijjVzbzaC9ZlWcOUy1eFPgxUxCSBRKplkfqDGMIXhxebCpqW0LMYhGFTtlKXqAsSqF1WdaazNOUM4mLxi1kHrnFk8QfCHOmZYN8ysACcvOffsMPuRKKr79cdeSNfb8LhDOapVHyK6ZzS9jqdY7zaGceQmnkjtj1beRRbTWYGA0vWxFx/0eREAY3/Xmljqt+VW3NRvBt0DgzTT83YQwXKb3zsHhON6QyEGf9HTvrRGD5rZPTHDRm510vndkJiJyyXAdlYsnGqAOiEw9jtnqMWIy8CskUBVEVFLJPAdQ+qFflYG6no7HiFodtgexxEp6016XxG/jjTEI/x7OeeOI5Z3KWMhMT/0gzkehj6jGjXZsRiGLgH24D3kHdSm5mC0R83zeAlt9772DfIR9iaSzPmdDZIJh3C53Q2wzt537rRPeh0bfnDZ+hmSo133QZUgkr+6/kNKpj8KLUTfVYLjJncWB94T/0TOkCWTD7TT+4qsLWRXhtSZAZyfocqxkHmY39dfIjY480wJfcW/b1fm5Lxsetk5WzOQqFf50uU7VN5bT4vR3/cnJLPVDE6vHA9X4r1qkzT4nnoZ5o6//iVFIEF4Pa+SzL2bZ8qFKNJd6caa84xQpXrD+tdFcq8mcqyzuBypsc+YW11NQ/ZgCiYJVLsUaCkSuzEO+0sNK3H31rOou+4t75loNj24rMXOj9HcdW1CVQMNOYyeuoXVj5LyDjI3dJN+FwRczRrr7X7vPGt5PefZ0qqil7CYkw42TpCXNV/tkMV/O5asjDOQ1eAmuTmqbSZNqA81FNrDCRWfaKG/Hrm/Ly84Nt6Ml09/Feh0+1N3KY1MvO42+FkonvIZUT5KzuJQTqryt5AkkpF1TI0/7dWzyrXTVLK5YwJrBSfqZ5VlT9k4IzFBdYmfVB0Vh1EMklYc5ytM23v5thFy5cAxsChpcR6d+YI58j1/i7oYt4vtOHwpvQsdwdgSc/AmNCgjD4lWRpTA74RoOPkTkjdQMcAu88C+5exncLL9U4olV7qdIyNOfKrJmdTrI9u/TvXVNZq4HDrgS0Zo3mlGYnVzt6yottu7avX1oXi2oMFY4+qS1YwEcnEnhdP7t3g7wqeKDqdsqjBTy/nhSO7okwbmYAqHKLwY8u6EC8djvI/oxdiVXzpMoNi67j87Lw1V8LKdMkWmZmZRLY8+NG/H75Y16iPzVzPeqZPvnXWqpOyEaMGDi2XS52pHDfHPirHKdR+0bk59kGHnmG/4Cb11m64xJswcl8odkePpsuoi4eAW2jF6UHlmzDOma82u56MXTyLvmjAYF0MUywYKAXhVMwyu1Ynw+HNu9wv2ZWyHVyTvihb673sSM+ODky/JIUtvSMNO2ntDijoSqkH/Dtq9L7WoKr0d1yDHfV+XzRUTcOONOxmHd6gIO143OxN81ZOpFsuAl7P+hg7wwD0K8VTSgFqGUVZylzQb8IEVUsMoQT3NaH2XLJ61+AibGrtlUKJ3PqlV7cXXg3x9tKExE5IpozDblH3Evz6tUHv8A+6Lij9WA9cdluvMa6QqVCeNzz7FTPsJy3CibfI1Agn4o2ubZmaCZfRU2fNOJvJqZBRj+QXD94cks1XD6WEkXgy9gf9cR/pMXsmvIRIsW93ElHOnY7zB9DiFsB/czOhSq48MTyAruEFsQNqwtkTkK/31w9X90Qqcn91Pry6P+0SOIgZE9Bx68ArGs0rl7sqE573br5TR1n9Erd0gYsP6U3UTABFOsfepIxLt9td7pP61bUqbq2DBIU2eAXvsSC5MxiRTFJq2IRxZpZr7rfXrpUndcblhPJxPMkNC8Tj/JZ0J5u6gfTrsvL6J05Lhl4Z1N/ENt6XFgCLxPlUscQa2uJ5bfOtjW9djNql+v0tuWPVlguATUEdmS+FwCiIpbVi7rga4KgyR5ybUWPIQaSXPQ7MsOmK8vA0eivSOZ2595Y5HDELR9p18rClQ+mp9oMPeqTTJ48cRl/lFnkf6sYJfemOwnKqV5WkckPEOnini61KX70eD+5CLaK/H6lMdEwqE2+B1AmNnvAt7ziaUzGDsavSoAeRArddVdsp+9CMz3xq4qb2BSI0walD/dkpW4DP93SdsTEXYpNlaiUL29R36rFGJqvWb2sjq5LMsT0Bz0zE8nng5un0nDOdggIrPGWp8wW3Circ/HnvUU9v/fNtqeBtsb9DpSm8naRmHUzrheuEch5aZqwjeYqFG1yNZFfXMEzUkrTn8iJ84hCNnrJ0rMBY/16Ksa+M2KXZf2ioBOHmzXM08hvM0L9dZ2kqlWNSKpkwZ0ycoROpADcHmQI1mQL0FqsXpIXQ/qjDRDmBawWhwhotaKrn0rwaLyJfthW7WnEeyAu4nJ6hDUcWTLZnMWBB8p0YENFoDuM5M2N0RQeTzO6+DmmvPsVaLRrka7z4d1BueodqO8CuGNdYQ5fbdzfQ9whBg1mH258ZsxT36Q75xLufunJlU3mhheno/uxV7pbYkvwc67GRY+9xpO6Mqb/x8Z5Z0TuGUGclgDu4jvfDUfk8nNNvJJFmDooI7MfhtcdGQ5elIaNt7DIGx+5J42vpB7v93TvOpcxcfMklMpYtwpbxDL+yPqeUw9T0RJyChDI88JcecWAYE7PzGpIQE6A6c1046/l5ud7+OI4p48uwPj/Use7ytLY+WO2dLX6WL0afr25HHw97dDvJoicwA83+eq0UTDy75/LqnFoXn/DYGnE7b2ksp2M5+Q9Epvu9VXqW5mZowOZ2Eef5UuOzxhbp8zbhULnzw5QkLrS8eMtyFgyie+Hd42JhN6Xc/LqCLhI9IBe7HX30a3dKFMyoijn4h6jLtMUO59hnnXoMNcz/vHqo4bbCFWSPiSYaNuBNsx7x3j12jnfNFWwnkIdXN1cPV12jnrdlUHSC+fer8+FW8rxJFqTuUxi+jOrSsBfKNdkch+IskIyubq4uH8gXXHR8+20VXcdS4SgZ64gKceTHN/V8umBkPRZ3d7I1Ow6hXoHJ1FshP4A5Bv2c9bnbqqdLO5evt4DQkeL13lMsnwWXNH6dlXHLUmDAzbadyX6eg4JqI1mX+ox3zhMZt7xHz9LXJjcgCD1z0e0q9Suz2E9315zgSoP/8lKvZNShuP3y8lJtI+vqU7jCoNusm9txtCgRCwyP1u+JVOTntYT92idhv768VPvLHoOwkG82ZUqbsRWOHW5jDs86S0GdBZnD0E8eEQm9mwuRxNLL5epnTSww0kVbKpsSS/dgTtEEcsW7nh/oyIfTzVFZApym2mXctLAG1wo3csGO0HuThk90qBK/bu/m50FxWG0vLY5Z22t021zb6xUr395lWP1yxP7qoiy8FYNQ1SIBrekMNEkzX2Czva7c6PNo5BpU3FPTFRDl6/KUWl+MPo8CLhK7bgms/gi1jOsWFd2X6WdPy11OSrcF+1Z5ZXeAe+Pt98DtiBiZsmgLtLfSYLoVJrj4phD9QS7Yy5eBqWG3NFPgLp0mdugJ1moXMd477UraJ3y72xddqABK2P1LYSMDkbuiZdxYznzJuq5bWoVc66a7DKzGn5IpoiCp5CzaSvTbaDi7FgvKWXxujGKTrKvWbZ1QVekhHMb5kdAcKkbwmSOAnLm6by/U2u3Tym/zX5D/M/py6wqvR1IpiIxLZUyoWVtKfyMXb6XXLd8NH12LCCFL7NyR/nuIFVuAeJBD/q1XahEqXr8l0jsbDW129lI7D9KT0T8VWO5Z/Gg9yT3pGH0efZbCzB/kkBoYpSDM42jYCehoTtXMNTtw7K7Wo8TcUevF5tUMfTJ6RDmImOJTWTP3j39czbqSlW66Avh2oMv37agu3x8HlnP1Vck8P8Z0ttMVdgfPa9JUyReWYJHxon+Pg0WEFGcu3BznjpW/420QycKJ9YsbA6fL7pKvWjZRGVCRSeDnxjSm1UJVCijKIksSiBk1wFtCIjktQprxgmm26p12c9Su6gRnwMiUs9m8JaaRIzsKqjr7jGKwoLw4/G0pD1aU+kUa5HUnZOG82i+0PLY6WVoFyfNqQb66g/cViHv9sgGyXi3g3PWax3EwRmt4CElqlqH4RT+lQmvsOb+7DuzDzlbM7XDHXUIDAS2JaSAKdXv0C/2V0/N2PHYfdfssZvTHyOvMyriVd1+sk3ZD1aH2bjnkh/nu2g4dpW9PjTntvmLoddNfj5tc8W6NKW9ScaTWFLsC655dlRYO+6HK26RccBo9zSXvq81E3i+lOC0uSWI3qXWvyCRMT5RcqdG8BvatvMfvHxF0sBQIntA64PwaTB+a+IYj7K3otEwATxdvVrNdUs77aNHjn5JCjDa+WhDPWl6XV4ZhRxpFCKAVY2gA0AdOPPbmWPNlyl9g1kH6fM3wNXc+mTJRqKSYJSC069qstYwYmja8OCuEZ1VUF6k4SFAXqdhbTP91d/v2bfBDJgTwkenu3qHUEACIweEH+FrPfsAiyxZ9St4TJmJ8eKrJ8MvXWzyH/lz64+Od+9XFP+/8T8qfXo0ezi9urke/Xw3xl+8J00X5Mcq5T7tGMGsCdI78ITV0g3Hdnv6a/1Hu02MlwnNkC0SbrOqukFbaIZXh/N8AAAD//yBcS2M=" + return 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" } diff --git a/x-pack/metricbeat/modules.d/aws.yml b/x-pack/metricbeat/modules.d/aws.yml new file mode 100644 index 00000000000..006cc625a70 --- /dev/null +++ b/x-pack/metricbeat/modules.d/aws.yml @@ -0,0 +1,5 @@ +- module: aws + period: 24h + credential_profile_name: elastic-beats + metricsets: + - billing diff --git a/x-pack/metricbeat/modules.d/aws.yml.disabled b/x-pack/metricbeat/modules.d/aws.yml.disabled deleted file mode 100644 index 737bf509ace..00000000000 --- a/x-pack/metricbeat/modules.d/aws.yml.disabled +++ /dev/null @@ -1,49 +0,0 @@ -# Module: aws -# Docs: https://www.elastic.co/guide/en/beats/metricbeat/master/metricbeat-module-aws.html - -- module: aws - period: 1m - metricsets: - - elb - - natgateway - - rds - - transitgateway - - usage - - vpn -- module: aws - period: 5m - metricsets: - - cloudwatch - metrics: - - namespace: AWS/EC2 - #name: ["CPUUtilization", "DiskWriteOps"] - resource_type: ec2:instance - #dimensions: - # - name: InstanceId - # value: i-0686946e22cf9494a - #statistic: ["Average", "Maximum"] -- module: aws - period: 5m - metricsets: - - dynamodb - - ebs - - ec2 - - lambda - - rds - - sns - - sqs -- module: aws - period: 12h - metricsets: - - billing - regions: - - us-east-1 -- module: aws - period: 24h - metricsets: - - s3_daily_storage - - s3_request -- module: aws - period: 24h - metricsets: - - cost From 92b88bfca8cdf741853126bf12877015bf9f4aa1 Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Thu, 13 Aug 2020 15:40:31 -0600 Subject: [PATCH 05/14] Add cost_explorer_config for billing metricset with group_by_dimension_keys and group_by_tag_keys --- metricbeat/docs/fields.asciidoc | 4 +- x-pack/metricbeat/module/aws/_meta/config.yml | 6 + .../module/aws/billing/_meta/data.json | 19 +- .../aws/billing/_meta/data_cloudwatch.json | 32 +-- ....json => data_group_by_instance_type.json} | 18 +- .../aws/billing/_meta/data_group_by_tag.json | 55 ----- .../module/aws/billing/_meta/fields.yml | 4 +- .../metricbeat/module/aws/billing/billing.go | 198 +++++++++++------- .../aws/billing/billing_integration_test.go | 41 ++-- x-pack/metricbeat/module/aws/fields.go | 2 +- x-pack/metricbeat/modules.d/aws.yml | 5 - x-pack/metricbeat/modules.d/aws.yml.disabled | 49 +++++ 12 files changed, 221 insertions(+), 212 deletions(-) rename x-pack/metricbeat/module/aws/billing/_meta/{data_group_by_az.json => data_group_by_instance_type.json} (73%) delete mode 100644 x-pack/metricbeat/module/aws/billing/_meta/data_group_by_tag.json delete mode 100644 x-pack/metricbeat/modules.d/aws.yml create mode 100644 x-pack/metricbeat/modules.d/aws.yml.disabled diff --git a/metricbeat/docs/fields.asciidoc b/metricbeat/docs/fields.asciidoc index 2c8537969c4..acea6cb47d8 100644 --- a/metricbeat/docs/fields.asciidoc +++ b/metricbeat/docs/fields.asciidoc @@ -1737,10 +1737,10 @@ type: keyword -- -*`aws.billing.availability_zone`*:: +*`aws.billing.group_by_key`*:: + -- -Availability zone name +Cost explorer group by key name type: keyword diff --git a/x-pack/metricbeat/module/aws/_meta/config.yml b/x-pack/metricbeat/module/aws/_meta/config.yml index b217acbc72b..381cbcd9d44 100644 --- a/x-pack/metricbeat/module/aws/_meta/config.yml +++ b/x-pack/metricbeat/module/aws/_meta/config.yml @@ -33,6 +33,12 @@ period: 24h metricsets: - billing + cost_explorer_config: + - group_by_dimension_keys: + - "AZ" + - "INSTANCE_TYPE" + #- group_by_tag_keys: + # - "aws:createdBy" - module: aws period: 24h metricsets: diff --git a/x-pack/metricbeat/module/aws/billing/_meta/data.json b/x-pack/metricbeat/module/aws/billing/_meta/data.json index 7b109d9d5d4..45a41161658 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/data.json +++ b/x-pack/metricbeat/module/aws/billing/_meta/data.json @@ -3,31 +3,32 @@ "aws": { "billing": { "AmortizedCost": { - "amount": 7.8057745276, + "amount": 0.6952566837, "unit": "USD" }, "BlendedCost": { - "amount": 7.7615302268, + "amount": 0.6952566837, "unit": "USD" }, "NormalizedUsageAmount": { - "amount": 0, + "amount": 12, "unit": "N/A" }, "UnblendedCost": { - "amount": 7.8057745276, + "amount": 0.6952566837, "unit": "USD" }, "UsageQuantity": { - "amount": 1673664.5747861217, + "amount": 312.7118693051, "unit": "N/A" }, - "end_date": "2020-08-12", + "end_date": "2020-08-13", + "group_by_key": "eu-central-1", "group_definition": { - "key": "aws:createdBy", - "type": "TAG" + "key": "AZ", + "type": "DIMENSION" }, - "start_date": "2020-08-11" + "start_date": "2020-08-12" } }, "cloud": { diff --git a/x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json b/x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json index 4bcf41695c0..112a77ffd2c 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json +++ b/x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json @@ -2,35 +2,9 @@ "@timestamp": "2017-10-12T08:05:34.853Z", "aws": { "billing": { - "AmortizedCost": { - "amount": 0.016129032, - "unit": "USD" - }, - "BlendedCost": { - "amount": 0.016129032, - "unit": "USD" - }, - "NormalizedUsageAmount": { - "amount": 0, - "unit": "N/A" - }, - "UnblendedCost": { - "amount": 0.016129032, - "unit": "USD" - }, - "UsageQuantity": { - "amount": 0.1612903224, - "unit": "N/A" - }, - "end_date": "2020-08-12", - "group_definition": { - "key": "aws:createdBy", - "type": "TAG" - }, - "resourceTags": { - "aws:createdBy": "AssumedRole:AROAWHL7AXDB2C3XGU462:1583852675450569406" - }, - "start_date": "2020-08-11" + "Currency": "USD", + "EstimatedCharges": 0, + "ServiceName": "AmazonSNS" } }, "cloud": { diff --git a/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_az.json b/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_instance_type.json similarity index 73% rename from x-pack/metricbeat/module/aws/billing/_meta/data_group_by_az.json rename to x-pack/metricbeat/module/aws/billing/_meta/data_group_by_instance_type.json index 09130105828..8c08046a5e2 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_az.json +++ b/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_instance_type.json @@ -3,32 +3,32 @@ "aws": { "billing": { "AmortizedCost": { - "amount": 0.6923612553, + "amount": 44.64, "unit": "USD" }, "BlendedCost": { - "amount": 0.6923612553, + "amount": 44.64, "unit": "USD" }, "NormalizedUsageAmount": { - "amount": 12, + "amount": 576, "unit": "N/A" }, "UnblendedCost": { - "amount": 0.6923612553, + "amount": 44.64, "unit": "USD" }, "UsageQuantity": { - "amount": 312.6837588983, + "amount": 144, "unit": "N/A" }, - "availability_zone": "eu-central-1", - "end_date": "2020-08-12", + "end_date": "2020-08-13", + "group_by_key": "db.r5.large", "group_definition": { - "key": "AZ", + "key": "INSTANCE_TYPE", "type": "DIMENSION" }, - "start_date": "2020-08-11" + "start_date": "2020-08-12" } }, "cloud": { diff --git a/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_tag.json b/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_tag.json deleted file mode 100644 index 4bcf41695c0..00000000000 --- a/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_tag.json +++ /dev/null @@ -1,55 +0,0 @@ -{ - "@timestamp": "2017-10-12T08:05:34.853Z", - "aws": { - "billing": { - "AmortizedCost": { - "amount": 0.016129032, - "unit": "USD" - }, - "BlendedCost": { - "amount": 0.016129032, - "unit": "USD" - }, - "NormalizedUsageAmount": { - "amount": 0, - "unit": "N/A" - }, - "UnblendedCost": { - "amount": 0.016129032, - "unit": "USD" - }, - "UsageQuantity": { - "amount": 0.1612903224, - "unit": "N/A" - }, - "end_date": "2020-08-12", - "group_definition": { - "key": "aws:createdBy", - "type": "TAG" - }, - "resourceTags": { - "aws:createdBy": "AssumedRole:AROAWHL7AXDB2C3XGU462:1583852675450569406" - }, - "start_date": "2020-08-11" - } - }, - "cloud": { - "account": { - "id": "428152502467", - "name": "elastic-beats" - }, - "provider": "aws" - }, - "event": { - "dataset": "aws.billing", - "duration": 115000, - "module": "aws" - }, - "metricset": { - "name": "billing", - "period": 10000 - }, - "service": { - "type": "aws" - } -} \ No newline at end of file diff --git a/x-pack/metricbeat/module/aws/billing/_meta/fields.yml b/x-pack/metricbeat/module/aws/billing/_meta/fields.yml index 1691aa7ba3b..6a0fc4b3f84 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/fields.yml +++ b/x-pack/metricbeat/module/aws/billing/_meta/fields.yml @@ -76,6 +76,6 @@ - name: resourceTags.aws:createdBy type: keyword description: aws:createdBy tag value - - name: availability_zone + - name: group_by_key type: keyword - description: Availability zone name + description: Cost explorer group by key name diff --git a/x-pack/metricbeat/module/aws/billing/billing.go b/x-pack/metricbeat/module/aws/billing/billing.go index 56bdb08314f..4ce987b57fb 100644 --- a/x-pack/metricbeat/module/aws/billing/billing.go +++ b/x-pack/metricbeat/module/aws/billing/billing.go @@ -5,26 +5,22 @@ package billing import ( + "context" "fmt" "strconv" "strings" "time" - "github.com/aws/aws-sdk-go-v2/service/cloudwatch/cloudwatchiface" - - awscommon "github.com/elastic/beats/v7/x-pack/libbeat/common/aws" - awssdk "github.com/aws/aws-sdk-go-v2/aws" "github.com/aws/aws-sdk-go-v2/service/cloudwatch" + "github.com/aws/aws-sdk-go-v2/service/cloudwatch/cloudwatchiface" "github.com/aws/aws-sdk-go-v2/service/costexplorer" "github.com/aws/aws-sdk-go-v2/service/costexplorer/costexploreriface" - "github.com/pkg/errors" "github.com/elastic/beats/v7/libbeat/common" - - "context" - + "github.com/elastic/beats/v7/libbeat/logp" "github.com/elastic/beats/v7/metricbeat/mb" + awscommon "github.com/elastic/beats/v7/x-pack/libbeat/common/aws" "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws" ) @@ -32,6 +28,16 @@ var ( metricsetName = "billing" regionName = "us-east-1" labelSeparator = "|" + + // This list is from https://github.com/aws/aws-sdk-go-v2/blob/master/service/costexplorer/api_enums.go#L60-L90 + supportedDimensionKeys = []string{ + "AZ", "INSTANCE_TYPE", "LINKED_ACCOUNT", "OPERATION", "PURCHASE_TYPE", + "REGION", "SERVICE", "USAGE_TYPE", "USAGE_TYPE_GROUP", "RECORD_TYPE", + "OPERATING_SYSTEM", "TENANCY", "SCOPE", "PLATFORM", "SUBSCRIPTION_ID", + "LEGAL_ENTITY_NAME", "DEPLOYMENT_OPTION", "DATABASE_ENGINE", + "CACHE_ENGINE", "INSTANCE_TYPE_FAMILY", "BILLING_ENTITY", + "RESERVATION_ID", + } ) // init registers the MetricSet with the central registry as soon as the program @@ -50,21 +56,54 @@ func init() { // interface methods except for Fetch. type MetricSet struct { *aws.MetricSet + logger *logp.Logger + CostExplorerConfig CostExplorerConfig `config:"cost_explorer_config"` +} + +// Config holds a configuration specific for billing metricset. +type CostExplorerConfig struct { + GroupByDimensionKeys []string `config:"group_by_dimension_keys"` + GroupByTagKeys []string `config:"group_by_tag_keys"` } // New creates a new instance of the MetricSet. New is responsible for unpacking // any MetricSet specific configuration options if there are any. func New(base mb.BaseMetricSet) (mb.MetricSet, error) { + logger := logp.NewLogger(metricsetName) metricSet, err := aws.NewMetricSet(base) if err != nil { - return nil, errors.Wrap(err, "error creating aws metricset") + return nil, fmt.Errorf("error creating aws metricset: %w", err) + } + + config := struct { + CostExplorerConfig CostExplorerConfig `config:"cost_explorer_config"` + }{} + + err = base.Module().UnpackConfig(&config) + if err != nil { + return nil, fmt.Errorf("error unpack raw module config using UnpackConfig: %w", err) } + logger.Debugf("cost explorer config = %s", config) + return &MetricSet{ - MetricSet: metricSet, + MetricSet: metricSet, + logger: logger, + CostExplorerConfig: config.CostExplorerConfig, }, nil } +// Validate checks if given dimension keys are supported. +func (c CostExplorerConfig) Validate() error { + for _, key := range c.GroupByDimensionKeys { + supported, _ := aws.StringInSlice(key, supportedDimensionKeys) + if !supported { + return fmt.Errorf("costexplorer GetCostAndUsageRequest does not support dimension key: %s", key) + } + } + return nil +} + // Fetch methods implements the data gathering and data conversion to the right // format. It publishes the event which is then forwarded to the output. In case // of an error set the Error field of mb.Event or simply call report.Error(). @@ -90,18 +129,23 @@ func (m *MetricSet) Fetch(report mb.ReporterV2) error { } var events []mb.Event - // Get total cost from GetCostAndUsage with group by type "TAG" - eventsByTag := m.getCostGroupByTag(timePeriod, svcCostExplorer, startDate, endDate) - events = append(events, eventsByTag...) - - // Get total cost from GetCostAndUsage with group by type "DIMENSION" - eventsByAZ := m.getCostGroupByDimension(timePeriod, svcCostExplorer, startDate, endDate) - events = append(events, eventsByAZ...) // Get estimated charges from CloudWatch eventsCW := m.getCloudWatchBillingMetrics(svcCloudwatch, startTime, endTime) events = append(events, eventsCW...) + // Get total cost from GetCostAndUsage with group by type "TAG" + for _, tagKey := range m.CostExplorerConfig.GroupByTagKeys { + eventsByTag := m.getCostGroupByTag(svcCostExplorer, tagKey, timePeriod, startDate, endDate) + events = append(events, eventsByTag...) + } + + // Get total cost from GetCostAndUsage with group by type "DIMENSION" + for _, dimKey := range m.CostExplorerConfig.GroupByDimensionKeys { + eventsByDimKey := m.getCostGroupByDimension(svcCostExplorer, dimKey, timePeriod, startDate, endDate) + events = append(events, eventsByDimKey...) + } + // report events for _, event := range events { if reported := report.Event(event); !reported { @@ -112,7 +156,54 @@ func (m *MetricSet) Fetch(report mb.ReporterV2) error { return nil } -func (m *MetricSet) getCostGroupByTag(timePeriod costexplorer.DateInterval, svcCostExplorer costexploreriface.ClientAPI, startDate string, endDate string) []mb.Event { +func (m *MetricSet) getCloudWatchBillingMetrics(svcCloudwatch cloudwatchiface.ClientAPI, startTime time.Time, endTime time.Time) []mb.Event { + var events []mb.Event + namespace := "AWS/Billing" + listMetricsOutput, err := aws.GetListMetricsOutput(namespace, regionName, svcCloudwatch) + if err != nil { + m.Logger().Error(err.Error()) + return nil + } + + if listMetricsOutput != nil && len(listMetricsOutput) != 0 { + metricDataQueriesTotal := constructMetricQueries(listMetricsOutput, m.Period) + + metricDataOutput, err := aws.GetMetricDataResults(metricDataQueriesTotal, svcCloudwatch, startTime, endTime) + if err != nil { + err = fmt.Errorf("aws GetMetricDataResults failed with %w, skipping region %s", err, regionName) + m.Logger().Error(err.Error()) + return nil + } + + // Find a timestamp for all metrics in output + timestamp := aws.FindTimestamp(metricDataOutput) + if !timestamp.IsZero() { + for _, output := range metricDataOutput { + if len(output.Values) == 0 { + continue + } + exists, timestampIdx := aws.CheckTimestampInArray(timestamp, output.Timestamps) + if exists { + labels := strings.Split(*output.Label, labelSeparator) + + event := aws.InitEvent("", m.AccountName, m.AccountID) + event.MetricSetFields.Put(labels[0], output.Values[timestampIdx]) + + i := 1 + for i < len(labels)-1 { + event.MetricSetFields.Put(labels[i], labels[i+1]) + i += 2 + } + + events = append(events, event) + } + } + } + } + return events +} + +func (m *MetricSet) getCostGroupByTag(svcCostExplorer costexploreriface.ClientAPI, tagKey string, timePeriod costexplorer.DateInterval, startDate string, endDate string) []mb.Event { var events []mb.Event groupByTagCostInput := costexplorer.GetCostAndUsageInput{ Granularity: costexplorer.GranularityDaily, @@ -122,7 +213,7 @@ func (m *MetricSet) getCostGroupByTag(timePeriod costexplorer.DateInterval, svcC TimePeriod: &timePeriod, GroupBy: []costexplorer.GroupDefinition{ { - Key: awssdk.String("aws:createdBy"), + Key: awssdk.String(tagKey), Type: costexplorer.GroupDefinitionTypeTag, }, }, @@ -153,10 +244,10 @@ func (m *MetricSet) getCostGroupByTag(timePeriod costexplorer.DateInterval, svcC return events } -func (m *MetricSet) getCostGroupByDimension(timePeriod costexplorer.DateInterval, svcCostExplorer costexploreriface.ClientAPI, startDate string, endDate string) []mb.Event { +func (m *MetricSet) getCostGroupByDimension(svcCostExplorer costexploreriface.ClientAPI, dimensionKey string, timePeriod costexplorer.DateInterval, startDate string, endDate string) []mb.Event { var events []mb.Event - groupByAZCostInput := costexplorer.GetCostAndUsageInput{ + groupByCostInput := costexplorer.GetCostAndUsageInput{ Granularity: costexplorer.GranularityDaily, // no permission for "NetAmortizedCost" and "NetUnblendedCost" Metrics: []string{"AmortizedCost", "BlendedCost", @@ -164,82 +255,31 @@ func (m *MetricSet) getCostGroupByDimension(timePeriod costexplorer.DateInterval TimePeriod: &timePeriod, GroupBy: []costexplorer.GroupDefinition{ { - Key: awssdk.String("AZ"), + Key: awssdk.String(dimensionKey), Type: costexplorer.GroupDefinitionTypeDimension, }, }, } - groupByAZCostReq := svcCostExplorer.GetCostAndUsageRequest(&groupByAZCostInput) - groupByAZOutput, err := groupByAZCostReq.Send(context.Background()) + groupByCostReq := svcCostExplorer.GetCostAndUsageRequest(&groupByCostInput) + groupByOutput, err := groupByCostReq.Send(context.Background()) if err != nil { err = fmt.Errorf("costexplorer GetCostAndUsageRequest failed: %w", err) m.Logger().Errorf(err.Error()) return nil } - if len(groupByAZOutput.ResultsByTime) > 0 { - costResultGroups := groupByAZOutput.ResultsByTime[0].Groups + if len(groupByOutput.ResultsByTime) > 0 { + costResultGroups := groupByOutput.ResultsByTime[0].Groups for _, group := range costResultGroups { - if group.Keys[0] == "NoAZ" { - continue - } - - event := m.addCostMetrics(group.Metrics, groupByAZOutput.GroupDefinitions[0], startDate, endDate) - event.MetricSetFields.Put("availability_zone", group.Keys[0]) + event := m.addCostMetrics(group.Metrics, groupByOutput.GroupDefinitions[0], startDate, endDate) + event.MetricSetFields.Put("group_by_key", group.Keys[0]) events = append(events, event) } } return events } -func (m *MetricSet) getCloudWatchBillingMetrics(svcCloudwatch cloudwatchiface.ClientAPI, startTime time.Time, endTime time.Time) []mb.Event { - var events []mb.Event - namespace := "AWS/Billing" - listMetricsOutput, err := aws.GetListMetricsOutput(namespace, regionName, svcCloudwatch) - if err != nil { - m.Logger().Error(err.Error()) - return nil - } - - if listMetricsOutput != nil && len(listMetricsOutput) != 0 { - metricDataQueriesTotal := constructMetricQueries(listMetricsOutput, m.Period) - - metricDataOutput, err := aws.GetMetricDataResults(metricDataQueriesTotal, svcCloudwatch, startTime, endTime) - if err != nil { - err = errors.Wrap(err, "GetMetricDataResults failed, skipping region "+regionName) - m.Logger().Error(err.Error()) - return nil - } - - // Find a timestamp for all metrics in output - timestamp := aws.FindTimestamp(metricDataOutput) - if !timestamp.IsZero() { - for _, output := range metricDataOutput { - if len(output.Values) == 0 { - continue - } - exists, timestampIdx := aws.CheckTimestampInArray(timestamp, output.Timestamps) - if exists { - labels := strings.Split(*output.Label, labelSeparator) - - event := aws.InitEvent("", m.AccountName, m.AccountID) - event.MetricSetFields.Put(labels[0], output.Values[timestampIdx]) - - i := 1 - for i < len(labels)-1 { - event.MetricSetFields.Put(labels[i], labels[i+1]) - i += 2 - } - - events = append(events, event) - } - } - } - } - return events -} - func (m *MetricSet) addCostMetrics(metrics map[string]costexplorer.MetricValue, groupDefinition costexplorer.GroupDefinition, startDate string, endDate string) mb.Event { event := aws.InitEvent("", m.AccountName, m.AccountID) diff --git a/x-pack/metricbeat/module/aws/billing/billing_integration_test.go b/x-pack/metricbeat/module/aws/billing/billing_integration_test.go index adffb4298f3..a8ab2baab4a 100644 --- a/x-pack/metricbeat/module/aws/billing/billing_integration_test.go +++ b/x-pack/metricbeat/module/aws/billing/billing_integration_test.go @@ -14,6 +14,7 @@ import ( "github.com/elastic/beats/v7/libbeat/common" mbtest "github.com/elastic/beats/v7/metricbeat/mb/testing" + "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws" "github.com/elastic/beats/v7/x-pack/metricbeat/module/aws/mtest" ) @@ -21,26 +22,17 @@ func TestData(t *testing.T) { resultTypeIs := func(resultType string) func(e common.MapStr) bool { return func(e common.MapStr) bool { v, err := e.GetValue("aws.billing.group_definition.key") - // Check for cost explorer metrics with group by TAG - if v == "aws:createdBy" { - exists, err := e.HasKey("aws.billing.resourceTags.aws:createdBy") - if err != nil { - // aggregated total value when there is no `aws:createdBy` tag key - return strconv.FormatBool(exists) == resultType - } - // when tag value exists for `aws:createdBy` - tag, err := e.GetValue("aws.billing.resourceTags.aws:createdBy") - return strconv.FormatBool(tag != "") == resultType - } - if err == nil { - // group by AZ - return v == resultType - } else { - // Check for CloudWatch billing metrics - exists, err := e.HasKey("aws.billing.EstimatedCharges") - return err == nil && strconv.FormatBool(exists) == resultType + // Check for Cost Explorer billing metrcs + k, _ := e.GetValue("aws.billing.group_by_key") + exists, _ := aws.StringInSlice(k.(string), []string{"NoAZ", "NoInstanceType"}) + if !exists { + return v == resultType + } } + // Check for CloudWatch billing metrics + exists, err := e.HasKey("aws.billing.EstimatedCharges") + return err == nil && strconv.FormatBool(exists) == resultType } } @@ -48,13 +40,13 @@ func TestData(t *testing.T) { resultType string path string }{ - {"false", "./_meta/data.json"}, - {"true", "./_meta/data_group_by_tag.json"}, - {"AZ", "./_meta/data_group_by_az.json"}, + {"AZ", "./_meta/data.json"}, + {"INSTANCE_TYPE", "./_meta/data_group_by_instance_type.json"}, {"true", "./_meta/data_cloudwatch.json"}, } config := mtest.GetConfigForTest(t, "billing", "24h") + config = addCostExplorerToConfig(config) for _, df := range dataFiles { metricSet := mbtest.NewFetcher(t, config) t.Run(fmt.Sprintf("result type: %s", df.resultType), func(t *testing.T) { @@ -62,3 +54,10 @@ func TestData(t *testing.T) { }) } } + +func addCostExplorerToConfig(config map[string]interface{}) map[string]interface{} { + costExplorerConfig := map[string]interface{}{} + costExplorerConfig["group_by_dimension_keys"] = []string{"AZ", "INSTANCE_TYPE"} + config["cost_explorer_config"] = costExplorerConfig + return config +} diff --git a/x-pack/metricbeat/module/aws/fields.go b/x-pack/metricbeat/module/aws/fields.go index 323ca9ce881..9797d1fbfa3 100644 --- a/x-pack/metricbeat/module/aws/fields.go +++ b/x-pack/metricbeat/module/aws/fields.go @@ -19,5 +19,5 @@ func init() { // AssetAws returns asset data. // This is the base64 encoded gzipped contents of module/aws. func AssetAws() string { - return 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" + return 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" } diff --git a/x-pack/metricbeat/modules.d/aws.yml b/x-pack/metricbeat/modules.d/aws.yml deleted file mode 100644 index 006cc625a70..00000000000 --- a/x-pack/metricbeat/modules.d/aws.yml +++ /dev/null @@ -1,5 +0,0 @@ -- module: aws - period: 24h - credential_profile_name: elastic-beats - metricsets: - - billing diff --git a/x-pack/metricbeat/modules.d/aws.yml.disabled b/x-pack/metricbeat/modules.d/aws.yml.disabled new file mode 100644 index 00000000000..67e8cd1b989 --- /dev/null +++ b/x-pack/metricbeat/modules.d/aws.yml.disabled @@ -0,0 +1,49 @@ +# Module: aws +# Docs: https://www.elastic.co/guide/en/beats/metricbeat/master/metricbeat-module-aws.html + +- module: aws + period: 1m + metricsets: + - elb + - natgateway + - rds + - transitgateway + - usage + - vpn +- module: aws + period: 5m + metricsets: + - cloudwatch + metrics: + - namespace: AWS/EC2 + #name: ["CPUUtilization", "DiskWriteOps"] + resource_type: ec2:instance + #dimensions: + # - name: InstanceId + # value: i-0686946e22cf9494a + #statistic: ["Average", "Maximum"] +- module: aws + period: 5m + metricsets: + - dynamodb + - ebs + - ec2 + - lambda + - rds + - sns + - sqs +- module: aws + period: 24h + metricsets: + - billing + cost_explorer_config: + - group_by_dimension_keys: + - "AZ" + - "INSTANCE_TYPE" + #- group_by_tag_keys: + # - "aws:createdBy" +- module: aws + period: 24h + metricsets: + - s3_daily_storage + - s3_request From d5754616698869cb126bd0dde7ad115b6fd1577a Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Fri, 14 Aug 2020 12:50:54 -0600 Subject: [PATCH 06/14] run go mod tidy --- go.sum | 1 - 1 file changed, 1 deletion(-) diff --git a/go.sum b/go.sum index 1166563fbca..4cc81ff4f1f 100644 --- a/go.sum +++ b/go.sum @@ -222,7 +222,6 @@ github.com/eapache/queue v1.1.0 h1:YOEu7KNc61ntiQlcEeUIoDTJ2o8mQznoNvUhiigpIqc= github.com/eapache/queue v1.1.0/go.mod h1:6eCeP0CKFpHLu8blIFXhExK/dRa7WDZfr6jVFPTqq+I= github.com/eclipse/paho.mqtt.golang v1.2.1-0.20200121105743-0d940dd29fd2 h1:DW6WrARxK5J+o8uAKCiACi5wy9EK1UzrsCpGBPsKHAA= github.com/eclipse/paho.mqtt.golang v1.2.1-0.20200121105743-0d940dd29fd2/go.mod h1:H9keYFcgq3Qr5OUJm/JZI/i6U7joQ8SYLhZwfeOo6Ts= -github.com/elastic/beats v7.6.2+incompatible h1:jHdLv83KURaqWUC6f55iMyVP6LYZrgElfeqxKWcskVE= github.com/elastic/dhcp v0.0.0-20200227161230-57ec251c7eb3 h1:lnDkqiRFKm0rxdljqrj3lotWinO9+jFmeDXIC4gvIQs= github.com/elastic/dhcp v0.0.0-20200227161230-57ec251c7eb3/go.mod h1:aPqzac6AYkipvp4hufTyMj5PDIphF3+At8zr7r51xjY= github.com/elastic/ecs v1.5.0 h1:/VEIBsRU4ecq2+U3RPfKNc6bFyomP6qnthYEcQZu8GU= From 13b84d76f2e174eee08a5669911565fb4a81bb67 Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Sun, 23 Aug 2020 08:36:04 -0600 Subject: [PATCH 07/14] update fields.go --- x-pack/metricbeat/module/aws/fields.go | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/x-pack/metricbeat/module/aws/fields.go b/x-pack/metricbeat/module/aws/fields.go index 9797d1fbfa3..4f1965ea9e1 100644 --- a/x-pack/metricbeat/module/aws/fields.go +++ b/x-pack/metricbeat/module/aws/fields.go @@ -19,5 +19,5 @@ func init() { // AssetAws returns asset data. // This is the base64 encoded gzipped contents of module/aws. func AssetAws() string { - return 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" + return 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} From 35725bd7376d5efbf403a1e576485bc9460a6d76 Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Mon, 24 Aug 2020 20:29:54 -0600 Subject: [PATCH 08/14] Update AWS billing dashboard --- metricbeat/docs/fields.asciidoc | 14 +- .../metricbeat-aws-billing-overview.png | Bin 390797 -> 650763 bytes x-pack/metricbeat/module/aws/_meta/config.yml | 11 +- .../Metricbeat-aws-billing-overview.json | 666 +++++++++++++++--- .../module/aws/billing/_meta/data.json | 16 +- .../aws/billing/_meta/data_cloudwatch.json | 2 +- .../_meta/data_group_by_instance_type.json | 8 +- .../module/aws/billing/_meta/fields.yml | 12 +- .../metricbeat/module/aws/billing/billing.go | 154 ++-- .../aws/billing/billing_integration_test.go | 4 +- .../module/aws/billing/billing_test.go | 43 ++ x-pack/metricbeat/module/aws/fields.go | 2 +- x-pack/metricbeat/modules.d/aws.yml.disabled | 11 +- 13 files changed, 723 insertions(+), 220 deletions(-) diff --git a/metricbeat/docs/fields.asciidoc b/metricbeat/docs/fields.asciidoc index 65ecb1504c9..07ccc57fb03 100644 --- a/metricbeat/docs/fields.asciidoc +++ b/metricbeat/docs/fields.asciidoc @@ -1728,21 +1728,13 @@ type: keyword -- -*`aws.billing.resourceTags.aws:createdBy`*:: +*`aws.billing.group_by.*`*:: + -- -aws:createdBy tag value +Cost explorer group by key values -type: keyword - --- - -*`aws.billing.group_by_key`*:: -+ --- -Cost explorer group by key name -type: keyword +type: object -- diff --git a/metricbeat/docs/images/metricbeat-aws-billing-overview.png b/metricbeat/docs/images/metricbeat-aws-billing-overview.png index 9544b1fa8a889b43c0b6aca7d526f2ad32584446..efb78bb30016f4c1756a349fcd33571650d1ddd7 100644 GIT binary patch literal 650763 zcmcG$cRXBQ_b;vsB9ah^PDF3fd+%Kk(R=TV-h~i?=)EL*?~GnTbVe7(7@~~c8H{o# z&+~l0-+S-x{{H)9yvFRa&tB)u-h1u6-tV>6nJ5i4d3;<_Toe=(d_@HrO%xQuQxp_j zmPc5~nkiAnLF56{PFh++QCgZ>!`;Q&&d~}5MIkCB4O=5=kvQb&p(HXq^=WkSWEOP} zil&q;Dp6rrY51FX4RZy_pAjR!ajP+3JY!{PW6n3#i~jW#uUS^I_wXYt+DMyj?RV?o 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z(3S`5JM6d}U78MIDBfI5F%GiR-F`#`OyH>91gjnjK<8%va`x01!6L<$yO2el5r&+| z@T5;1?on+FT-nMcDaPN7UTi+GPUV?E-ueI2oc~D`SYgYGLF?vn^F-C5D-iG@dLQtr I-5Z+z9~p!Apa1{> diff --git a/x-pack/metricbeat/module/aws/_meta/config.yml b/x-pack/metricbeat/module/aws/_meta/config.yml index 381cbcd9d44..618ed4cd854 100644 --- a/x-pack/metricbeat/module/aws/_meta/config.yml +++ b/x-pack/metricbeat/module/aws/_meta/config.yml @@ -34,11 +34,12 @@ metricsets: - billing cost_explorer_config: - - group_by_dimension_keys: - - "AZ" - - "INSTANCE_TYPE" - #- group_by_tag_keys: - # - "aws:createdBy" + group_by_dimension_keys: + - "AZ" + - "INSTANCE_TYPE" + - "SERVICE" +# group_by_tag_keys: +# - "aws:createdBy" - module: aws period: 24h metricsets: diff --git a/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json b/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json index 2f0b054ebe7..067022cbe9d 100644 --- a/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json +++ b/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json @@ -6,7 +6,30 @@ "hits": 0, "kibanaSavedObjectMeta": { "searchSourceJSON": { - "filter": [], + "filter": [ + { + "$state": { + "store": "appState" + }, + "meta": { + "alias": null, + "controlledBy": "1549397251041", + "disabled": false, + "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index", + "key": "cloud.account.name", + "negate": false, + "params": { + "query": "elastic-beats" + }, + "type": "phrase" + }, + "query": { + "match_phrase": { + "cloud.account.name": "elastic-beats" + } + } + } + ], "query": { "language": "kuery", "query": "" @@ -25,46 +48,94 @@ "gridData": { "h": 5, "i": "89dccfe8-a25e-44ea-afdb-ff01ab1f05d6", - "w": 16, + "w": 9, "x": 0, "y": 0 }, "panelIndex": "89dccfe8-a25e-44ea-afdb-ff01ab1f05d6", "panelRefName": "panel_0", "title": "AWS Account Filter", - "version": "7.4.0" + "version": "7.9.0" }, { "embeddableConfig": { - "title": "Estimated Billing Chart" + "title": "Current Total Unblended Cost" }, "gridData": { - "h": 16, - "i": "26670498-b079-4447-bbc8-e4ca8215898c", - "w": 32, - "x": 16, + "h": 18, + "i": "f1db16b5-ce0a-4f21-885f-434c16346c26", + "w": 8, + "x": 9, "y": 0 }, - "panelIndex": "26670498-b079-4447-bbc8-e4ca8215898c", + "panelIndex": "f1db16b5-ce0a-4f21-885f-434c16346c26", "panelRefName": "panel_1", - "title": "Estimated Billing Chart", - "version": "7.4.0" + "title": "Current Total Unblended Cost", + "version": "7.9.0" }, { "embeddableConfig": { - "title": "Total Estimated Charges" + "title": "Availability Zone Utilization" }, "gridData": { - "h": 11, + "h": 18, + "i": "57912f48-42ec-4d3e-ba54-bf94757d1eec", + "w": 31, + "x": 17, + "y": 0 + }, + "panelIndex": "57912f48-42ec-4d3e-ba54-bf94757d1eec", + "panelRefName": "panel_2", + "title": "Availability Zone Utilization", + "version": "7.9.0" + }, + { + "embeddableConfig": { + "title": "Total Estimated Charges For This Month" + }, + "gridData": { + "h": 13, "i": "221aab02-2747-4d84-9dde-028ccd51bdce", - "w": 16, + "w": 9, "x": 0, "y": 5 }, "panelIndex": "221aab02-2747-4d84-9dde-028ccd51bdce", - "panelRefName": "panel_2", - "title": "Total Estimated Charges", - "version": "7.4.0" + "panelRefName": "panel_3", + "title": "Total Estimated Charges For This Month", + "version": "7.9.0" + }, + { + "embeddableConfig": { + "title": "Cost Per Service Per User" + }, + "gridData": { + "h": 28, + "i": "941c459d-ad66-4557-b08e-0a1665a8e74f", + "w": 48, + "x": 0, + "y": 18 + }, + "panelIndex": "941c459d-ad66-4557-b08e-0a1665a8e74f", + "panelRefName": "panel_4", + "title": "Cost Per Service Per User", + "version": "7.9.0" + }, + { + "embeddableConfig": { + "title": "High Spenders" + }, + "gridData": { + "h": 23, + "i": "a60875e3-5f0a-4343-a0fd-48235078ef84", + "w": 48, + "x": 0, + "y": 46 + }, + "panelIndex": "a60875e3-5f0a-4343-a0fd-48235078ef84", + "panelRefName": "panel_5", + "title": "High Spenders", + "version": "7.9.0" }, { "embeddableConfig": { @@ -75,12 +146,12 @@ "i": "21e91e6b-0ff0-42ba-9132-6f30c5c6bbb7", "w": 48, "x": 0, - "y": 16 + "y": 69 }, "panelIndex": "21e91e6b-0ff0-42ba-9132-6f30c5c6bbb7", - "panelRefName": "panel_3", + "panelRefName": "panel_6", "title": "Top 10 Estimated Billing Per Service Name", - "version": "7.4.0" + "version": "7.9.0" } ], "timeRestore": false, @@ -91,31 +162,54 @@ "migrationVersion": { "dashboard": "7.3.0" }, + "namespaces": [ + "default" + ], "references": [ + { + "id": "ddf6b800-e64f-11ea-a838-3f4a45f85600", + "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index", + "type": "index-pattern" + }, { "id": "deab0260-2981-11e9-86eb-a3a07a77f530", "name": "panel_0", "type": "visualization" }, { - "id": "749cd470-1530-11ea-841c-01bf20a6c8ba", + "id": "1731c440-e649-11ea-a838-3f4a45f85600", "name": "panel_1", "type": "visualization" }, { - "id": "83f08eb0-1532-11ea-841c-01bf20a6c8ba", + "id": "a5670a20-e65a-11ea-a838-3f4a45f85600", "name": "panel_2", "type": "visualization" }, { - "id": "31a4ea90-152b-11ea-841c-01bf20a6c8ba", + "id": "83f08eb0-1532-11ea-841c-01bf20a6c8ba", "name": "panel_3", "type": "visualization" + }, + { + "id": "74eb1c90-e657-11ea-a838-3f4a45f85600", + "name": "panel_4", + "type": "visualization" + }, + { + "id": "15cc5820-e65a-11ea-a838-3f4a45f85600", + "name": "panel_5", + "type": "visualization" + }, + { + "id": "31a4ea90-152b-11ea-841c-01bf20a6c8ba", + "name": "panel_6", + "type": "visualization" } ], "type": "dashboard", - "updated_at": "2020-02-04T15:57:47.353Z", - "version": "WzY3NjQsMV0=" + "updated_at": "2020-08-25T02:24:01.498Z", + "version": "WzE4ODksNF0=" }, { "attributes": { @@ -143,7 +237,7 @@ "label": "account name", "options": { "dynamicOptions": true, - "multiselect": true, + "multiselect": false, "order": "desc", "size": 5, "type": "terms" @@ -162,18 +256,21 @@ }, "id": "deab0260-2981-11e9-86eb-a3a07a77f530", "migrationVersion": { - "visualization": "7.3.1" + "visualization": "7.8.0" }, + "namespaces": [ + "default" + ], "references": [ { - "id": "metricbeat-*", + "id": "ddf6b800-e64f-11ea-a838-3f4a45f85600", "name": "control_0_index_pattern", "type": "index-pattern" } ], "type": "visualization", - "updated_at": "2020-01-27T21:33:20.219Z", - "version": "WzQ2OTAsMV0=" + "updated_at": "2020-08-24T22:19:51.786Z", + "version": "WzE2NTYsNF0=" }, { "attributes": { @@ -181,61 +278,122 @@ "kibanaSavedObjectMeta": { "searchSourceJSON": { "filter": [], - "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.index", "query": { "language": "kuery", "query": "" } } }, - "title": "Estimated Billing Pie Chart [Metricbeat AWS]", - "uiStateJSON": { - "vis": { - "colors": { - "16": "#629E51", - "272": "#DEDAF7", - "80": "#E24D42", - "running": "#7EB26D", - "stopped": "#E24D42" - }, - "legendOpen": true + "title": "Total Unblended Cost [Metricbeat ]", + "uiStateJSON": {}, + "version": 1, + "visState": { + "aggs": [], + "params": { + "axis_formatter": "number", + "axis_position": "left", + "axis_scale": "normal", + "background_color_rules": [ + { + "id": "cf04e620-e648-11ea-bdad-df8839db1393" + } + ], + "default_index_pattern": "metricbeat-*", + "default_timefield": "@timestamp", + "drop_last_bucket": 0, + "id": "61ca57f0-469d-11e7-af02-69e470af7417", + "index_pattern": "metricbeat-*", + "interval": "\u003e=24h", + "isModelInvalid": false, + "series": [ + { + "axis_position": "right", + "chart_type": "line", + "color": "#68BC00", + "fill": 0.5, + "filter": { + "language": "kuery", + "query": "aws.billing.group_definition.key : \"AZ\"" + }, + "formatter": "number", + "id": "61ca57f1-469d-11e7-af02-69e470af7417", + "label": "Total Unblended Cost", + "line_width": 1, + "metrics": [ + { + "field": "aws.billing.UnblendedCost.amount", + "id": "61ca57f2-469d-11e7-af02-69e470af7417", + "type": "sum" + } + ], + "point_size": 1, + "separate_axis": 0, + "split_color_mode": "kibana", + "split_mode": "everything", + "stacked": "none", + "type": "timeseries" + } + ], + "show_grid": 1, + "show_legend": 1, + "time_field": "", + "tooltip_mode": "show_all", + "type": "metric" + }, + "title": "Total Unblended Cost [Metricbeat ]", + "type": "metrics" + } + }, + "id": "1731c440-e649-11ea-a838-3f4a45f85600", + "migrationVersion": { + "visualization": "7.8.0" + }, + "namespaces": [ + "default" + ], + "references": [], + "type": "visualization", + "updated_at": "2020-08-24T20:33:38.436Z", + "version": "WzE0MDIsNF0=" + }, + { + "attributes": { + "description": "", + "kibanaSavedObjectMeta": { + "searchSourceJSON": { + "filter": [], + "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.index", + "query": { + "language": "kuery", + "query": "" + } } }, + "title": "Availability Zone Utilization [Metricbeat AWS]", + "uiStateJSON": {}, "version": 1, "visState": { "aggs": [ { "enabled": true, "id": "1", - "params": { - "customLabel": "", - "field": "aws.billing.metrics.EstimatedCharges.max" - }, + "params": {}, "schema": "metric", - "type": "sum" + "type": "count" }, { "enabled": true, "id": "2", "params": { - "customLabel": "", - "field": "aws.dimensions.ServiceName", + "exclude": "NoAZ", + "field": "aws.billing.group_by.AZ", "missingBucket": false, "missingBucketLabel": "Missing", "order": "desc", - "orderAgg": { - "enabled": true, - "id": "2-orderAgg", - "params": { - "field": "aws.billing.metrics.EstimatedCharges.max" - }, - "schema": "orderAgg", - "type": "avg" - }, - "orderBy": "custom", - "otherBucket": true, + "orderBy": "1", + "otherBucket": false, "otherBucketLabel": "Other", - "size": 10 + "size": 20 }, "schema": "segment", "type": "terms" @@ -244,32 +402,7 @@ "params": { "addLegend": true, "addTooltip": true, - "dimensions": { - "buckets": [ - { - "accessor": 0, - "aggType": "terms", - "format": { - "id": "terms", - "params": { - "id": "string", - "missingBucketLabel": "Missing", - "otherBucketLabel": "Other" - } - }, - "params": {} - } - ], - "metric": { - "accessor": 1, - "aggType": "sum", - "format": { - "id": "number" - }, - "params": {} - } - }, - "isDonut": false, + "isDonut": true, "labels": { "last_level": true, "show": true, @@ -279,24 +412,27 @@ "legendPosition": "right", "type": "pie" }, - "title": "Estimated Billing Pie Chart [Metricbeat AWS]", + "title": "Availability Zone Utilization [Metricbeat AWS]", "type": "pie" } }, - "id": "749cd470-1530-11ea-841c-01bf20a6c8ba", + "id": "a5670a20-e65a-11ea-a838-3f4a45f85600", "migrationVersion": { - "visualization": "7.3.1" + "visualization": "7.8.0" }, + "namespaces": [ + "default" + ], "references": [ { - "id": "metricbeat-*", + "id": "ddf6b800-e64f-11ea-a838-3f4a45f85600", "name": "kibanaSavedObjectMeta.searchSourceJSON.index", "type": "index-pattern" } ], "type": "visualization", - "updated_at": "2020-01-27T21:33:08.924Z", - "version": "WzQ1ODAsMV0=" + "updated_at": "2020-08-25T02:23:26.472Z", + "version": "WzE4ODEsNF0=" }, { "attributes": { @@ -342,7 +478,7 @@ "gauge_width": 10, "id": "61ca57f0-469d-11e7-af02-69e470af7417", "index_pattern": "metricbeat-*", - "interval": "12h", + "interval": "\u003e=1d", "isModelInvalid": false, "series": [ { @@ -360,7 +496,7 @@ "line_width": 1, "metrics": [ { - "field": "aws.billing.metrics.EstimatedCharges.max", + "field": "aws.billing.EstimatedCharges", "id": "61ca57f2-469d-11e7-af02-69e470af7417", "type": "sum" } @@ -370,6 +506,7 @@ "separate_axis": 0, "series_drop_last_bucket": 0, "series_interval": "12h", + "split_color_mode": "gradient", "split_mode": "filter", "stacked": "none", "time_range_mode": "last_value", @@ -379,6 +516,7 @@ "show_grid": 1, "show_legend": 1, "time_field": "@timestamp", + "tooltip_mode": "show_all", "type": "metric" }, "title": "Total Estimated Charges [Metricbeat AWS]", @@ -387,12 +525,326 @@ }, "id": "83f08eb0-1532-11ea-841c-01bf20a6c8ba", "migrationVersion": { - "visualization": "7.3.1" + "visualization": "7.8.0" }, + "namespaces": [ + "default" + ], "references": [], "type": "visualization", - "updated_at": "2020-02-03T23:52:07.805Z", - "version": "WzY3NDUsMV0=" + "updated_at": "2020-08-24T22:21:30.754Z", + "version": "WzE2NjYsNF0=" + }, + { + "attributes": { + "description": "", + "kibanaSavedObjectMeta": { + "searchSourceJSON": { + "filter": [], + "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.index", + "query": { + "language": "kuery", + "query": "" + } + } + }, + "title": "Cost Per Service Per User [Metricbeat AWS]", + "uiStateJSON": {}, + "version": 1, + "visState": { + "aggs": [ + { + "enabled": true, + "id": "1", + "params": { + "customLabel": "Total Unblended Cost", + "field": "aws.billing.UnblendedCost.amount" + }, + "schema": "metric", + "type": "sum" + }, + { + "enabled": true, + "id": "2", + "params": { + "customLabel": "Service Name", + "field": "aws.billing.group_by.SERVICE", + "missingBucket": false, + "missingBucketLabel": "Missing", + "order": "desc", + "orderBy": "1", + "otherBucket": false, + "otherBucketLabel": "Other", + "size": 10 + }, + "schema": "segment", + "type": "terms" + }, + { + "enabled": true, + "id": "3", + "params": { + "field": "aws.billing.group_by.aws:createdBy", + "missingBucket": false, + "missingBucketLabel": "Missing", + "order": "desc", + "orderBy": "1", + "otherBucket": false, + "otherBucketLabel": "Other", + "size": 10 + }, + "schema": "group", + "type": "terms" + } + ], + "params": { + "addLegend": true, + "addTimeMarker": false, + "addTooltip": true, + "categoryAxes": [ + { + "id": "CategoryAxis-1", + "labels": { + "filter": true, + "show": true, + "truncate": 100 + }, + "position": "bottom", + "scale": { + "type": "linear" + }, + "show": true, + "style": {}, + "title": {}, + "type": "category" + } + ], + "grid": { + "categoryLines": false + }, + "labels": { + "show": false + }, + "legendPosition": "right", + "seriesParams": [ + { + "data": { + "id": "1", + "label": "Total Unblended Cost" + }, + "drawLinesBetweenPoints": true, + "lineWidth": 2, + "mode": "stacked", + "show": true, + "showCircles": true, + "type": "histogram", + "valueAxis": "ValueAxis-1" + } + ], + "thresholdLine": { + "color": "#E7664C", + "show": false, + "style": "full", + "value": 10, + "width": 1 + }, + "times": [], + "type": "histogram", + "valueAxes": [ + { + "id": "ValueAxis-1", + "labels": { + "filter": false, + "rotate": 0, + "show": true, + "truncate": 100 + }, + "name": "LeftAxis-1", + "position": "left", + "scale": { + "mode": "normal", + "type": "linear" + }, + "show": true, + "style": {}, + "title": { + "text": "Total Unblended Cost" + }, + "type": "value" + } + ] + }, + "title": "Cost Per Service Per User [Metricbeat AWS]", + "type": "histogram" + } + }, + "id": "74eb1c90-e657-11ea-a838-3f4a45f85600", + "migrationVersion": { + "visualization": "7.8.0" + }, + "namespaces": [ + "default" + ], + "references": [ + { + "id": "ddf6b800-e64f-11ea-a838-3f4a45f85600", + "name": "kibanaSavedObjectMeta.searchSourceJSON.index", + "type": "index-pattern" + } + ], + "type": "visualization", + "updated_at": "2020-08-25T02:25:29.795Z", + "version": "WzE5MDEsNF0=" + }, + { + "attributes": { + "description": "", + "kibanaSavedObjectMeta": { + "searchSourceJSON": { + "filter": [], + "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.index", + "query": { + "language": "kuery", + "query": "" + } + } + }, + "title": "High Spenders [Metricbeat AWS]", + "uiStateJSON": { + "vis": { + "colors": { + "Total Unblended Cost": "#64B0C8" + } + } + }, + "version": 1, + "visState": { + "aggs": [ + { + "enabled": true, + "id": "1", + "params": { + "customLabel": "Total Unblended Cost", + "field": "aws.billing.UnblendedCost.amount" + }, + "schema": "metric", + "type": "sum" + }, + { + "enabled": true, + "id": "2", + "params": { + "exclude": "NoAZ", + "field": "aws.billing.group_by.aws:createdBy", + "missingBucket": false, + "missingBucketLabel": "Missing", + "order": "desc", + "orderBy": "1", + "otherBucket": false, + "otherBucketLabel": "Other", + "size": 15 + }, + "schema": "segment", + "type": "terms" + } + ], + "params": { + "addLegend": true, + "addTimeMarker": false, + "addTooltip": true, + "categoryAxes": [ + { + "id": "CategoryAxis-1", + "labels": { + "filter": false, + "rotate": 0, + "show": false, + "truncate": 200 + }, + "position": "left", + "scale": { + "type": "linear" + }, + "show": true, + "style": {}, + "title": {}, + "type": "category" + } + ], + "grid": { + "categoryLines": false + }, + "labels": {}, + "legendPosition": "right", + "seriesParams": [ + { + "data": { + "id": "1", + "label": "Total Unblended Cost" + }, + "drawLinesBetweenPoints": true, + "lineWidth": 2, + "mode": "normal", + "show": true, + "showCircles": true, + "type": "histogram", + "valueAxis": "ValueAxis-1" + } + ], + "thresholdLine": { + "color": "#E7664C", + "show": false, + "style": "full", + "value": 10, + "width": 1 + }, + "times": [], + "type": "histogram", + "valueAxes": [ + { + "id": "ValueAxis-1", + "labels": { + "filter": true, + "rotate": 75, + "show": true, + "truncate": 100 + }, + "name": "LeftAxis-1", + "position": "bottom", + "scale": { + "mode": "normal", + "type": "linear" + }, + "show": true, + "style": {}, + "title": { + "text": "Total Unblended Cost" + }, + "type": "value" + } + ] + }, + "title": "High Spenders [Metricbeat AWS]", + "type": "histogram" + } + }, + "id": "15cc5820-e65a-11ea-a838-3f4a45f85600", + "migrationVersion": { + "visualization": "7.8.0" + }, + "namespaces": [ + "default" + ], + "references": [ + { + "id": "ddf6b800-e64f-11ea-a838-3f4a45f85600", + "name": "kibanaSavedObjectMeta.searchSourceJSON.index", + "type": "index-pattern" + } + ], + "type": "visualization", + "updated_at": "2020-08-24T22:52:48.164Z", + "version": "WzE4MzksNF0=" }, { "attributes": { @@ -425,7 +877,7 @@ }, "id": "729af8b0-152a-11ea-ae8f-79fec1a0d4d3", "index_pattern": "metricbeat-*", - "interval": "12h", + "interval": "\u003e=24h", "isModelInvalid": false, "series": [ { @@ -443,7 +895,7 @@ "line_width": 2, "metrics": [ { - "field": "aws.billing.metrics.EstimatedCharges.max", + "field": "aws.billing.EstimatedCharges", "id": "729b1fc1-152a-11ea-ae8f-79fec1a0d4d3", "type": "sum" } @@ -456,7 +908,7 @@ "split_mode": "terms", "stacked": "none", "steps": 0, - "terms_field": "aws.dimensions.ServiceName", + "terms_field": "aws.billing.ServiceName", "terms_include": "", "terms_order_by": "729b1fc1-152a-11ea-ae8f-79fec1a0d4d3", "terms_size": "10", @@ -467,6 +919,7 @@ "show_grid": 1, "show_legend": 1, "time_field": "@timestamp", + "tooltip_mode": "show_all", "type": "timeseries" }, "title": "Top 10 Billing per Service Name [Metricbeat AWS]", @@ -475,13 +928,16 @@ }, "id": "31a4ea90-152b-11ea-841c-01bf20a6c8ba", "migrationVersion": { - "visualization": "7.3.1" + "visualization": "7.8.0" }, + "namespaces": [ + "default" + ], "references": [], "type": "visualization", - "updated_at": "2020-02-04T13:56:47.812Z", - "version": "WzY3NjMsMV0=" + "updated_at": "2020-08-24T22:47:45.491Z", + "version": "WzE4MDYsNF0=" } ], - "version": "7.4.0" + "version": "7.9.0" } diff --git a/x-pack/metricbeat/module/aws/billing/_meta/data.json b/x-pack/metricbeat/module/aws/billing/_meta/data.json index 45a41161658..46b66885830 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/data.json +++ b/x-pack/metricbeat/module/aws/billing/_meta/data.json @@ -3,11 +3,11 @@ "aws": { "billing": { "AmortizedCost": { - "amount": 0.6952566837, + "amount": 0.6949203833, "unit": "USD" }, "BlendedCost": { - "amount": 0.6952566837, + "amount": 0.6949203833, "unit": "USD" }, "NormalizedUsageAmount": { @@ -15,20 +15,22 @@ "unit": "N/A" }, "UnblendedCost": { - "amount": 0.6952566837, + "amount": 0.6949203833, "unit": "USD" }, "UsageQuantity": { - "amount": 312.7118693051, + "amount": 312.7086043154, "unit": "N/A" }, - "end_date": "2020-08-13", - "group_by_key": "eu-central-1", + "end_date": "2020-08-24", + "group_by": { + "AZ": "eu-central-1" + }, "group_definition": { "key": "AZ", "type": "DIMENSION" }, - "start_date": "2020-08-12" + "start_date": "2020-08-23" } }, "cloud": { diff --git a/x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json b/x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json index 112a77ffd2c..4ee0ef22520 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json +++ b/x-pack/metricbeat/module/aws/billing/_meta/data_cloudwatch.json @@ -4,7 +4,7 @@ "billing": { "Currency": "USD", "EstimatedCharges": 0, - "ServiceName": "AmazonSNS" + "ServiceName": "AmazonDynamoDB" } }, "cloud": { diff --git a/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_instance_type.json b/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_instance_type.json index 8c08046a5e2..a5109dd8e54 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_instance_type.json +++ b/x-pack/metricbeat/module/aws/billing/_meta/data_group_by_instance_type.json @@ -22,13 +22,15 @@ "amount": 144, "unit": "N/A" }, - "end_date": "2020-08-13", - "group_by_key": "db.r5.large", + "end_date": "2020-08-24", + "group_by": { + "INSTANCE_TYPE": "db.r5.large" + }, "group_definition": { "key": "INSTANCE_TYPE", "type": "DIMENSION" }, - "start_date": "2020-08-12" + "start_date": "2020-08-23" } }, "cloud": { diff --git a/x-pack/metricbeat/module/aws/billing/_meta/fields.yml b/x-pack/metricbeat/module/aws/billing/_meta/fields.yml index 6a0fc4b3f84..0452be75ab4 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/fields.yml +++ b/x-pack/metricbeat/module/aws/billing/_meta/fields.yml @@ -73,9 +73,9 @@ - name: type type: keyword description: The string that represents the type of group - - name: resourceTags.aws:createdBy - type: keyword - description: aws:createdBy tag value - - name: group_by_key - type: keyword - description: Cost explorer group by key name + - name: group_by.* + type: object + object_type: keyword + object_type_mapping_type: "*" + description: > + Cost explorer group by key values diff --git a/x-pack/metricbeat/module/aws/billing/billing.go b/x-pack/metricbeat/module/aws/billing/billing.go index 4ce987b57fb..362ca870fb2 100644 --- a/x-pack/metricbeat/module/aws/billing/billing.go +++ b/x-pack/metricbeat/module/aws/billing/billing.go @@ -134,17 +134,9 @@ func (m *MetricSet) Fetch(report mb.ReporterV2) error { eventsCW := m.getCloudWatchBillingMetrics(svcCloudwatch, startTime, endTime) events = append(events, eventsCW...) - // Get total cost from GetCostAndUsage with group by type "TAG" - for _, tagKey := range m.CostExplorerConfig.GroupByTagKeys { - eventsByTag := m.getCostGroupByTag(svcCostExplorer, tagKey, timePeriod, startDate, endDate) - events = append(events, eventsByTag...) - } - - // Get total cost from GetCostAndUsage with group by type "DIMENSION" - for _, dimKey := range m.CostExplorerConfig.GroupByDimensionKeys { - eventsByDimKey := m.getCostGroupByDimension(svcCostExplorer, dimKey, timePeriod, startDate, endDate) - events = append(events, eventsByDimKey...) - } + // Get total cost from Cost Explorer GetCostAndUsage with group by type "DIMENSION" and "TAG" + eventsCE := m.getCostGroupBy(svcCostExplorer, m.CostExplorerConfig.GroupByDimensionKeys, m.CostExplorerConfig.GroupByTagKeys, timePeriod, startDate, endDate) + events = append(events, eventsCE...) // report events for _, event := range events { @@ -203,78 +195,65 @@ func (m *MetricSet) getCloudWatchBillingMetrics(svcCloudwatch cloudwatchiface.Cl return events } -func (m *MetricSet) getCostGroupByTag(svcCostExplorer costexploreriface.ClientAPI, tagKey string, timePeriod costexplorer.DateInterval, startDate string, endDate string) []mb.Event { +func (m *MetricSet) getCostGroupBy(svcCostExplorer costexploreriface.ClientAPI, groupByDimKeys []string, groupByTags []string, timePeriod costexplorer.DateInterval, startDate string, endDate string) []mb.Event { var events []mb.Event - groupByTagCostInput := costexplorer.GetCostAndUsageInput{ - Granularity: costexplorer.GranularityDaily, - // no permission for "NetAmortizedCost" and "NetUnblendedCost" - Metrics: []string{"AmortizedCost", "BlendedCost", - "NormalizedUsageAmount", "UnblendedCost", "UsageQuantity"}, - TimePeriod: &timePeriod, - GroupBy: []costexplorer.GroupDefinition{ - { - Key: awssdk.String(tagKey), - Type: costexplorer.GroupDefinitionTypeTag, - }, - }, - } - groupByTagCostReq := svcCostExplorer.GetCostAndUsageRequest(&groupByTagCostInput) - groupByTagOutput, err := groupByTagCostReq.Send(context.Background()) - if err != nil { - err = fmt.Errorf("costexplorer GetCostAndUsageRequest failed: %w", err) - m.Logger().Errorf(err.Error()) - return nil - } + groupBys := getGroupBys(groupByTags, groupByDimKeys) + for _, groupBy := range groupBys { + var groupDefs []costexplorer.GroupDefinition - if len(groupByTagOutput.ResultsByTime) > 0 { - costResultGroups := groupByTagOutput.ResultsByTime[0].Groups - for _, group := range costResultGroups { - event := m.addCostMetrics(group.Metrics, groupByTagOutput.GroupDefinitions[0], startDate, endDate) - for _, key := range group.Keys { - tagKey, tagValue := parseGroupKey(key) - if tagValue != "" { - event.MetricSetFields.Put("resourceTags."+tagKey, tagValue) - } - } + if groupBy.dimension != "" { + groupDefs = append(groupDefs, costexplorer.GroupDefinition{ + Key: awssdk.String(groupBy.dimension), + Type: costexplorer.GroupDefinitionTypeDimension, + }) + } - events = append(events, event) + if groupBy.tag != "" { + groupDefs = append(groupDefs, costexplorer.GroupDefinition{ + Key: awssdk.String(groupBy.tag), + Type: costexplorer.GroupDefinitionTypeTag, + }) } - } - return events -} -func (m *MetricSet) getCostGroupByDimension(svcCostExplorer costexploreriface.ClientAPI, dimensionKey string, timePeriod costexplorer.DateInterval, startDate string, endDate string) []mb.Event { - var events []mb.Event + groupByCostInput := costexplorer.GetCostAndUsageInput{ + Granularity: costexplorer.GranularityDaily, + // no permission for "NetAmortizedCost" and "NetUnblendedCost" + Metrics: []string{"AmortizedCost", "BlendedCost", + "NormalizedUsageAmount", "UnblendedCost", "UsageQuantity"}, + TimePeriod: &timePeriod, + // Only two values for GroupBy are allowed + GroupBy: groupDefs, + } - groupByCostInput := costexplorer.GetCostAndUsageInput{ - Granularity: costexplorer.GranularityDaily, - // no permission for "NetAmortizedCost" and "NetUnblendedCost" - Metrics: []string{"AmortizedCost", "BlendedCost", - "NormalizedUsageAmount", "UnblendedCost", "UsageQuantity"}, - TimePeriod: &timePeriod, - GroupBy: []costexplorer.GroupDefinition{ - { - Key: awssdk.String(dimensionKey), - Type: costexplorer.GroupDefinitionTypeDimension, - }, - }, - } + groupByCostReq := svcCostExplorer.GetCostAndUsageRequest(&groupByCostInput) + groupByOutput, err := groupByCostReq.Send(context.Background()) + if err != nil { + err = fmt.Errorf("costexplorer GetCostAndUsageRequest failed: %w", err) + m.Logger().Errorf(err.Error()) + return nil + } - groupByCostReq := svcCostExplorer.GetCostAndUsageRequest(&groupByCostInput) - groupByOutput, err := groupByCostReq.Send(context.Background()) - if err != nil { - err = fmt.Errorf("costexplorer GetCostAndUsageRequest failed: %w", err) - m.Logger().Errorf(err.Error()) - return nil - } + if len(groupByOutput.ResultsByTime) > 0 { + costResultGroups := groupByOutput.ResultsByTime[0].Groups + for _, group := range costResultGroups { + event := m.addCostMetrics(group.Metrics, groupByOutput.GroupDefinitions[0], startDate, endDate) + for _, key := range group.Keys { + // key value like db.t2.micro or Amazon Simple Queue Service belongs to dimension + if !strings.Contains(key, "$") { + event.MetricSetFields.Put("group_by."+groupBy.dimension, key) + continue + } - if len(groupByOutput.ResultsByTime) > 0 { - costResultGroups := groupByOutput.ResultsByTime[0].Groups - for _, group := range costResultGroups { - event := m.addCostMetrics(group.Metrics, groupByOutput.GroupDefinitions[0], startDate, endDate) - event.MetricSetFields.Put("group_by_key", group.Keys[0]) - events = append(events, event) + // tag key value is separated by $ + tagKey, tagValue := parseGroupKey(key) + if tagValue != "" { + event.MetricSetFields.Put("group_by."+tagKey, tagValue) + } + } + + events = append(events, event) + } } } return events @@ -372,3 +351,30 @@ func parseGroupKey(groupKey string) (tagKey string, tagValue string) { } return } + +type groupBy struct { + tag string + dimension string +} + +func getGroupBys(groupByTags []string, groupByDimKeys []string) []groupBy { + var groupBys []groupBy + + if len(groupByTags) == 0 { + groupByTags = []string{""} + } + if len(groupByDimKeys) == 0 { + groupByDimKeys = []string{""} + } + + for _, tagKey := range groupByTags { + for _, dimKey := range groupByDimKeys { + groupBy := groupBy{ + tag: tagKey, + dimension: dimKey, + } + groupBys = append(groupBys, groupBy) + } + } + return groupBys +} diff --git a/x-pack/metricbeat/module/aws/billing/billing_integration_test.go b/x-pack/metricbeat/module/aws/billing/billing_integration_test.go index a8ab2baab4a..af603626ffb 100644 --- a/x-pack/metricbeat/module/aws/billing/billing_integration_test.go +++ b/x-pack/metricbeat/module/aws/billing/billing_integration_test.go @@ -23,8 +23,8 @@ func TestData(t *testing.T) { return func(e common.MapStr) bool { v, err := e.GetValue("aws.billing.group_definition.key") if err == nil { - // Check for Cost Explorer billing metrcs - k, _ := e.GetValue("aws.billing.group_by_key") + // Check for Cost Explorer billing metrics + k, _ := e.GetValue("aws.billing.group_by." + v.(string)) exists, _ := aws.StringInSlice(k.(string), []string{"NoAZ", "NoInstanceType"}) if !exists { return v == resultType diff --git a/x-pack/metricbeat/module/aws/billing/billing_test.go b/x-pack/metricbeat/module/aws/billing/billing_test.go index 08ab38b272f..2ecd511109d 100644 --- a/x-pack/metricbeat/module/aws/billing/billing_test.go +++ b/x-pack/metricbeat/module/aws/billing/billing_test.go @@ -60,3 +60,46 @@ func TestParseGroupKey(t *testing.T) { }) } } + +func TestGetGroupBys(t *testing.T) { + cases := []struct { + title string + groupByTags []string + groupByDimKeys []string + expectedGroupBys []groupBy + }{ + { + "test with both tags and dimKeys", + []string{"createdBy"}, + []string{"AZ", "INSTANCE_TYPE"}, + []groupBy{ + {"createdBy", "AZ"}, + {"createdBy", "INSTANCE_TYPE"}, + }, + }, + { + "test with only dimKeys", + []string{}, + []string{"AZ", "INSTANCE_TYPE"}, + []groupBy{ + {"", "AZ"}, + {"", "INSTANCE_TYPE"}, + }, + }, + { + "test with only tags", + []string{"createdBy"}, + []string{}, + []groupBy{ + {"createdBy", ""}, + }, + }, + } + + for _, c := range cases { + t.Run(c.title, func(t *testing.T) { + groupBys := getGroupBys(c.groupByTags, c.groupByDimKeys) + assert.Equal(t, c.expectedGroupBys, groupBys) + }) + } +} diff --git a/x-pack/metricbeat/module/aws/fields.go b/x-pack/metricbeat/module/aws/fields.go index 4f1965ea9e1..12efc5c0cf9 100644 --- a/x-pack/metricbeat/module/aws/fields.go +++ b/x-pack/metricbeat/module/aws/fields.go @@ -19,5 +19,5 @@ func init() { // AssetAws returns asset data. // This is the base64 encoded gzipped contents of module/aws. func AssetAws() string { - return 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" + return 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" } diff --git a/x-pack/metricbeat/modules.d/aws.yml.disabled b/x-pack/metricbeat/modules.d/aws.yml.disabled index 67e8cd1b989..d0053297885 100644 --- a/x-pack/metricbeat/modules.d/aws.yml.disabled +++ b/x-pack/metricbeat/modules.d/aws.yml.disabled @@ -37,11 +37,12 @@ metricsets: - billing cost_explorer_config: - - group_by_dimension_keys: - - "AZ" - - "INSTANCE_TYPE" - #- group_by_tag_keys: - # - "aws:createdBy" + group_by_dimension_keys: + - "AZ" + - "INSTANCE_TYPE" + - "SERVICE" +# group_by_tag_keys: +# - "aws:createdBy" - module: aws period: 24h metricsets: From 2797250425da4f5250450d68950b99bb50caffe3 Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Mon, 24 Aug 2020 20:47:36 -0600 Subject: [PATCH 09/14] update changelog --- CHANGELOG.next.asciidoc | 1 + .../dashboard/Metricbeat-aws-billing-overview.json | 14 +++++++------- 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/CHANGELOG.next.asciidoc b/CHANGELOG.next.asciidoc index d4c01ab8d16..279d9147a34 100644 --- a/CHANGELOG.next.asciidoc +++ b/CHANGELOG.next.asciidoc @@ -653,6 +653,7 @@ https://github.com/elastic/beats/compare/v7.0.0-alpha2...master[Check the HEAD d - Add `scope` setting for elasticsearch module, allowing it to monitor an Elasticsearch cluster behind a load-balancing proxy. {issue}18539[18539] {pull}18547[18547] - Add host inventory metrics to azure compute_vm metricset. {pull}20641[20641] - Add host inventory metrics to googlecloud compute metricset. {pull}20391[20391] +- Add billing data collection from Cost Explorer into aws billing metricset. {pull}20527[20527] {issue}20103[20103] *Packetbeat* diff --git a/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json b/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json index 067022cbe9d..58bb785adfc 100644 --- a/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json +++ b/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json @@ -167,7 +167,7 @@ ], "references": [ { - "id": "ddf6b800-e64f-11ea-a838-3f4a45f85600", + "id": "metricbeat-*", "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index", "type": "index-pattern" }, @@ -263,7 +263,7 @@ ], "references": [ { - "id": "ddf6b800-e64f-11ea-a838-3f4a45f85600", + "id": "metricbeat-*", "name": "control_0_index_pattern", "type": "index-pattern" } @@ -284,7 +284,7 @@ } } }, - "title": "Total Unblended Cost [Metricbeat ]", + "title": "Total Unblended Cost [Metricbeat AWS]", "uiStateJSON": {}, "version": 1, "visState": { @@ -340,7 +340,7 @@ "tooltip_mode": "show_all", "type": "metric" }, - "title": "Total Unblended Cost [Metricbeat ]", + "title": "Total Unblended Cost [Metricbeat AWS]", "type": "metrics" } }, @@ -425,7 +425,7 @@ ], "references": [ { - "id": "ddf6b800-e64f-11ea-a838-3f4a45f85600", + "id": "metricbeat-*", "name": "kibanaSavedObjectMeta.searchSourceJSON.index", "type": "index-pattern" } @@ -687,7 +687,7 @@ ], "references": [ { - "id": "ddf6b800-e64f-11ea-a838-3f4a45f85600", + "id": "metricbeat-*", "name": "kibanaSavedObjectMeta.searchSourceJSON.index", "type": "index-pattern" } @@ -837,7 +837,7 @@ ], "references": [ { - "id": "ddf6b800-e64f-11ea-a838-3f4a45f85600", + "id": "metricbeat-*", "name": "kibanaSavedObjectMeta.searchSourceJSON.index", "type": "index-pattern" } From e8d939b254b20404388225ffef03ad0a386245ea Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Tue, 25 Aug 2020 11:45:19 -0600 Subject: [PATCH 10/14] update billing dashboard to use lens in several visualizations --- .../Metricbeat-aws-billing-overview.json | 737 +++++++++--------- 1 file changed, 362 insertions(+), 375 deletions(-) diff --git a/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json b/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json index 58bb785adfc..753a2b752cf 100644 --- a/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json +++ b/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json @@ -6,30 +6,7 @@ "hits": 0, "kibanaSavedObjectMeta": { "searchSourceJSON": { - "filter": [ - { - "$state": { - "store": "appState" - }, - "meta": { - "alias": null, - "controlledBy": "1549397251041", - "disabled": false, - "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index", - "key": "cloud.account.name", - "negate": false, - "params": { - "query": "elastic-beats" - }, - "type": "phrase" - }, - "query": { - "match_phrase": { - "cloud.account.name": "elastic-beats" - } - } - } - ], + "filter": [], "query": { "language": "kuery", "query": "" @@ -110,13 +87,13 @@ "title": "Cost Per Service Per User" }, "gridData": { - "h": 28, - "i": "941c459d-ad66-4557-b08e-0a1665a8e74f", - "w": 48, + "h": 20, + "i": "376f236b-1365-4e80-8076-eec88c1a67bd", + "w": 24, "x": 0, "y": 18 }, - "panelIndex": "941c459d-ad66-4557-b08e-0a1665a8e74f", + "panelIndex": "376f236b-1365-4e80-8076-eec88c1a67bd", "panelRefName": "panel_4", "title": "Cost Per Service Per User", "version": "7.9.0" @@ -126,31 +103,44 @@ "title": "High Spenders" }, "gridData": { - "h": 23, - "i": "a60875e3-5f0a-4343-a0fd-48235078ef84", - "w": 48, - "x": 0, - "y": 46 + "h": 20, + "i": "dd5220c2-dc8a-4d3e-964b-6137d1e447ad", + "w": 24, + "x": 24, + "y": 18 }, - "panelIndex": "a60875e3-5f0a-4343-a0fd-48235078ef84", + "panelIndex": "dd5220c2-dc8a-4d3e-964b-6137d1e447ad", "panelRefName": "panel_5", "title": "High Spenders", "version": "7.9.0" }, { - "embeddableConfig": { - "title": "Top 10 Estimated Billing Per Service Name" - }, + "embeddableConfig": {}, "gridData": { - "h": 15, - "i": "21e91e6b-0ff0-42ba-9132-6f30c5c6bbb7", - "w": 48, + "h": 18, + "i": "1de716e2-bad9-4fe3-ba49-0e2ea2a59bb4", + "w": 24, "x": 0, - "y": 69 + "y": 38 }, - "panelIndex": "21e91e6b-0ff0-42ba-9132-6f30c5c6bbb7", + "panelIndex": "1de716e2-bad9-4fe3-ba49-0e2ea2a59bb4", "panelRefName": "panel_6", - "title": "Top 10 Estimated Billing Per Service Name", + "version": "7.9.0" + }, + { + "embeddableConfig": { + "title": "Daily Unblended Cost" + }, + "gridData": { + "h": 18, + "i": "60181fec-fea9-4f99-b5f9-a53ffbc2ac65", + "w": 24, + "x": 24, + "y": 38 + }, + "panelIndex": "60181fec-fea9-4f99-b5f9-a53ffbc2ac65", + "panelRefName": "panel_7", + "title": "Daily Unblended Cost", "version": "7.9.0" } ], @@ -166,11 +156,6 @@ "default" ], "references": [ - { - "id": "metricbeat-*", - "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index", - "type": "index-pattern" - }, { "id": "deab0260-2981-11e9-86eb-a3a07a77f530", "name": "panel_0", @@ -192,24 +177,29 @@ "type": "visualization" }, { - "id": "74eb1c90-e657-11ea-a838-3f4a45f85600", + "id": "b3da5ac0-e6f1-11ea-a5b5-d5a0accaec95", "name": "panel_4", - "type": "visualization" + "type": "lens" 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per Service Name [Metricbeat AWS]", + "title": "Daily Unblended Cost [Metricbeat AWS]", "uiStateJSON": {}, "version": 1, "visState": { "aggs": [], "params": { "axis_formatter": "number", - "axis_min": 0, "axis_position": "left", "axis_scale": "normal", "default_index_pattern": "metricbeat-*", "default_timefield": "@timestamp", "drop_last_bucket": 0, - "filter": { - "language": "kuery", - "query": "" - }, - "id": "729af8b0-152a-11ea-ae8f-79fec1a0d4d3", - "index_pattern": "metricbeat-*", + "id": "61ca57f0-469d-11e7-af02-69e470af7417", + "index_pattern": "", "interval": "\u003e=24h", "isModelInvalid": false, "series": [ { "axis_position": "right", - "chart_type": "line", - "color": "#3185FC", - "fill": 0, + "chart_type": "bar", + "color": "rgba(118,208,7,1)", + "fill": "1", "filter": { "language": "kuery", - "query": "" + "query": "aws.billing.group_definition.key : \"AZ\"" }, "formatter": "number", - "id": "729b1fc0-152a-11ea-ae8f-79fec1a0d4d3", - "label": 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"@timestamp", + "time_field": "", "tooltip_mode": "show_all", "type": "timeseries" }, - "title": "Top 10 Billing per Service Name [Metricbeat AWS]", + "title": "Daily Unblended Cost [Metricbeat AWS]", "type": "metrics" } }, - "id": "31a4ea90-152b-11ea-841c-01bf20a6c8ba", + "id": "3e091620-e64b-11ea-a838-3f4a45f85600", "migrationVersion": { "visualization": "7.8.0" }, @@ -935,8 +922,8 @@ ], "references": [], "type": "visualization", - "updated_at": "2020-08-24T22:47:45.491Z", - "version": "WzE4MDYsNF0=" + "updated_at": "2020-08-25T17:19:52.494Z", + "version": "WzMzODUsNV0=" } ], "version": "7.9.0" From 1393d6b51771c02147f868ebb2d62846ecc2dd2f Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Tue, 25 Aug 2020 15:29:01 -0600 Subject: [PATCH 11/14] update image with new dashboard --- .../metricbeat-aws-billing-overview.png | Bin 650763 -> 826205 bytes .../Metricbeat-aws-billing-overview.json | 77 +++++++++++------- .../metricbeat/module/aws/billing/billing.go | 13 ++- 3 files changed, 58 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a/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json b/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json index 753a2b752cf..4ff43c3a9bc 100644 --- a/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json +++ b/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json @@ -198,8 +198,8 @@ } ], "type": "dashboard", - "updated_at": "2020-08-25T17:20:09.296Z", - "version": "WzMzOTEsNV0=" + "updated_at": "2020-08-25T21:11:29.920Z", + "version": "WzQ1MDUsNV0=" }, { "attributes": { @@ -259,8 +259,8 @@ } ], "type": "visualization", - "updated_at": "2020-08-25T02:51:31.526Z", - "version": "WzIxMTEsNF0=" + "updated_at": "2020-08-25T20:26:22.105Z", + "version": "WzM3MjcsNV0=" }, { "attributes": { @@ -291,9 +291,13 @@ "default_index_pattern": "metricbeat-*", "default_timefield": "@timestamp", "drop_last_bucket": 0, + "filter": { + "language": "kuery", + "query": "aws.billing.group_definition.key : \"AZ\"" + }, "id": "61ca57f0-469d-11e7-af02-69e470af7417", "index_pattern": "metricbeat-*", - "interval": "\u003e=24h", + "interval": "\u003e=2d", "isModelInvalid": false, "series": [ { @@ -316,10 +320,15 @@ "type": "sum" } ], + "override_index_pattern": 1, "point_size": 1, "separate_axis": 0, + "series_drop_last_bucket": 0, + "series_index_pattern": "metricbeat-*", + "series_interval": "\u003e=2d", + "series_time_field": "@timestamp", "split_color_mode": "kibana", - "split_mode": "everything", + "split_mode": "filter", "stacked": "none", "type": "timeseries" } @@ -327,7 +336,7 @@ "show_grid": 1, "show_legend": 1, "time_field": "@timestamp", - "time_range_mode": "entire_time_range", + "time_range_mode": "last_value", "tooltip_mode": "show_all", "type": "metric" }, @@ -344,8 +353,8 @@ ], "references": [], "type": "visualization", - "updated_at": "2020-08-25T16:17:22.754Z", - "version": "WzI2NzUsNV0=" + "updated_at": "2020-08-25T20:46:45.905Z", + "version": "WzQ0NDQsNV0=" }, { "attributes": { @@ -422,8 +431,8 @@ } ], "type": "visualization", - "updated_at": "2020-08-25T02:51:18.193Z", - "version": "WzE5NzYsNF0=" + "updated_at": "2020-08-25T20:26:08.834Z", + "version": "WzM1OTEsNV0=" }, { "attributes": { @@ -459,6 +468,10 @@ "default_index_pattern": "metricbeat-*", "default_timefield": "@timestamp", "drop_last_bucket": 0, + "filter": { + "language": "kuery", + "query": "aws.billing.EstimatedCharges : * and not (aws.billing.ServiceName : * )" + }, "gauge_color_rules": [ { "id": "e8a045e0-1531-11ea-961e-c1db9cc6166e" @@ -479,7 +492,7 @@ "fill": 0.5, "filter": { "language": "kuery", - "query": "not aws.dimensions.ServiceName : * " + "query": "aws.billing.EstimatedCharges : * and not (aws.billing.ServiceName : * )" }, "formatter": "number", "id": "61ca57f1-469d-11e7-af02-69e470af7417", @@ -492,11 +505,13 @@ "type": "sum" } ], - "override_index_pattern": 0, + "override_index_pattern": 1, "point_size": 1, "separate_axis": 0, "series_drop_last_bucket": 0, - "series_interval": "12h", + "series_index_pattern": "metricbeat-*", + "series_interval": "\u003e=1d", + "series_time_field": "@timestamp", "split_color_mode": "gradient", "split_mode": "filter", "stacked": "none", @@ -507,7 +522,7 @@ "show_grid": 1, "show_legend": 1, "time_field": "@timestamp", - "time_range_mode": "entire_time_range", + "time_range_mode": "last_value", "tooltip_mode": "show_all", "type": "metric" }, @@ -524,8 +539,8 @@ ], "references": [], "type": "visualization", - "updated_at": "2020-08-25T16:18:28.484Z", - "version": "WzI2OTcsNV0=" + "updated_at": "2020-08-25T21:11:14.083Z", + "version": "WzQ1MDAsNV0=" }, { "attributes": { @@ -637,8 +652,8 @@ ], "references": [], "type": "lens", - "updated_at": "2020-08-25T16:44:36.145Z", - "version": "WzMwNzIsNV0=" + "updated_at": "2020-08-25T20:26:08.834Z", + "version": "WzM1OTMsNV0=" }, { "attributes": { @@ -732,8 +747,8 @@ ], "references": [], "type": "lens", - "updated_at": "2020-08-25T16:43:51.734Z", - "version": "WzMwMzEsNV0=" + "updated_at": "2020-08-25T20:26:08.834Z", + "version": "WzM1OTQsNV0=" }, { "attributes": { @@ -842,8 +857,8 @@ ], "references": [], "type": "lens", - "updated_at": "2020-08-25T17:07:52.893Z", - "version": "WzMzNjUsNV0=" + "updated_at": "2020-08-25T20:26:08.834Z", + "version": "WzM1OTUsNV0=" }, { "attributes": { @@ -869,9 +884,13 @@ "default_index_pattern": "metricbeat-*", "default_timefield": "@timestamp", "drop_last_bucket": 0, + "filter": { + "language": "kuery", + "query": "aws.billing.group_definition.key : \"AZ\"" + }, "id": "61ca57f0-469d-11e7-af02-69e470af7417", - "index_pattern": "", - "interval": "\u003e=24h", + "index_pattern": "metricbeat-*", + "interval": "\u003e=1d", "isModelInvalid": false, "series": [ { @@ -898,14 +917,14 @@ "point_size": 1, "separate_axis": 0, "split_color_mode": "kibana", - "split_mode": "everything", + "split_mode": "filter", "stacked": "none", "type": "timeseries" } ], "show_grid": 0, "show_legend": 1, - "time_field": "", + "time_field": "@timestamp", "tooltip_mode": "show_all", "type": "timeseries" }, @@ -922,8 +941,8 @@ ], "references": [], "type": "visualization", - "updated_at": "2020-08-25T17:19:52.494Z", - "version": "WzMzODUsNV0=" + "updated_at": "2020-08-25T20:49:15.530Z", + "version": "WzQ0NjIsNV0=" } ], "version": "7.9.0" diff --git a/x-pack/metricbeat/module/aws/billing/billing.go b/x-pack/metricbeat/module/aws/billing/billing.go index 362ca870fb2..ba2260fb5e8 100644 --- a/x-pack/metricbeat/module/aws/billing/billing.go +++ b/x-pack/metricbeat/module/aws/billing/billing.go @@ -38,6 +38,8 @@ var ( "CACHE_ENGINE", "INSTANCE_TYPE_FAMILY", "BILLING_ENTITY", "RESERVATION_ID", } + + dateLayout = "2006-01-02" ) // init registers the MetricSet with the central registry as soon as the program @@ -186,7 +188,7 @@ func (m *MetricSet) getCloudWatchBillingMetrics(svcCloudwatch cloudwatchiface.Cl event.MetricSetFields.Put(labels[i], labels[i+1]) i += 2 } - + event.Timestamp = endTime events = append(events, event) } } @@ -252,6 +254,11 @@ func (m *MetricSet) getCostGroupBy(svcCostExplorer costexploreriface.ClientAPI, } } + t, err := time.Parse(dateLayout, endDate) + if err == nil { + event.Timestamp = t + } + events = append(events, event) } } @@ -329,8 +336,8 @@ func createMetricDataQuery(metric cloudwatch.Metric, index int, period time.Dura func getStartDateEndDate(period time.Duration) (startDate string, endDate string) { currentTime := time.Now() startTime := currentTime.Add(period * -1) - startDate = startTime.Format("2006-01-02") - endDate = currentTime.Format("2006-01-02") + startDate = startTime.Format(dateLayout) + endDate = currentTime.Format(dateLayout) return } From 4a5cb68b84689d7068e7627dc09b94e433c67f5a Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Sun, 13 Sep 2020 21:52:33 -0600 Subject: [PATCH 12/14] add documentation for group_by_dimension_keys and group_by_tag_keys --- .../module/aws/billing/_meta/docs.asciidoc | 22 ++++++- .../metricbeat/module/aws/billing/billing.go | 60 ++++++++++--------- 2 files changed, 53 insertions(+), 29 deletions(-) diff --git a/x-pack/metricbeat/module/aws/billing/_meta/docs.asciidoc b/x-pack/metricbeat/module/aws/billing/_meta/docs.asciidoc index 48dbabe9912..90b8f88da87 100644 --- a/x-pack/metricbeat/module/aws/billing/_meta/docs.asciidoc +++ b/x-pack/metricbeat/module/aws/billing/_meta/docs.asciidoc @@ -31,6 +31,26 @@ image::./images/metricbeat-aws-billing-overview.png[] - module: aws period: 24h metricsets: - - cost + - billing credential_profile_name: elastic-beats + cost_explorer_config: + group_by_dimension_keys: + - "AZ" + - "INSTANCE_TYPE" + - "SERVICE" + group_by_tag_keys: + - "aws:createdBy" ---- + +[float] +=== Metricset-specific configuration notes +When querying AWS Cost Explorer API, you can group AWS costs using up to two +different groups, either dimensions, tag keys, or both. Right now we support +group by type dimension and type tag with separate config parameters: + +* *group_by_dimension_keys*: A list of keys used in Cost Explorer to group by +dimensions. Valid values are AZ, INSTANCE_TYPE, LEGAL_ENTITY_NAME, +LINKED_ACCOUNT, OPERATION, PLATFORM, PURCHASE_TYPE, SERVICE, TAGS, TENANCY, and +USAGE_TYPE. + +* *group_by_tag_keys*: A list of keys used in Cost Explorer to group by tags. diff --git a/x-pack/metricbeat/module/aws/billing/billing.go b/x-pack/metricbeat/module/aws/billing/billing.go index ba2260fb5e8..c9168eed046 100644 --- a/x-pack/metricbeat/module/aws/billing/billing.go +++ b/x-pack/metricbeat/module/aws/billing/billing.go @@ -150,7 +150,10 @@ func (m *MetricSet) Fetch(report mb.ReporterV2) error { return nil } -func (m *MetricSet) getCloudWatchBillingMetrics(svcCloudwatch cloudwatchiface.ClientAPI, startTime time.Time, endTime time.Time) []mb.Event { +func (m *MetricSet) getCloudWatchBillingMetrics( + svcCloudwatch cloudwatchiface.ClientAPI, + startTime time.Time, + endTime time.Time) []mb.Event { var events []mb.Event namespace := "AWS/Billing" listMetricsOutput, err := aws.GetListMetricsOutput(namespace, regionName, svcCloudwatch) @@ -159,38 +162,39 @@ func (m *MetricSet) getCloudWatchBillingMetrics(svcCloudwatch cloudwatchiface.Cl return nil } - if listMetricsOutput != nil && len(listMetricsOutput) != 0 { - metricDataQueriesTotal := constructMetricQueries(listMetricsOutput, m.Period) + if listMetricsOutput == nil || len(listMetricsOutput) == 0 { + return events + } - metricDataOutput, err := aws.GetMetricDataResults(metricDataQueriesTotal, svcCloudwatch, startTime, endTime) - if err != nil { - err = fmt.Errorf("aws GetMetricDataResults failed with %w, skipping region %s", err, regionName) - m.Logger().Error(err.Error()) - return nil - } + metricDataQueriesTotal := constructMetricQueries(listMetricsOutput, m.Period) + metricDataOutput, err := aws.GetMetricDataResults(metricDataQueriesTotal, svcCloudwatch, startTime, endTime) + if err != nil { + err = fmt.Errorf("aws GetMetricDataResults failed with %w, skipping region %s", err, regionName) + m.Logger().Error(err.Error()) + return nil + } - // Find a timestamp for all metrics in output - timestamp := aws.FindTimestamp(metricDataOutput) - if !timestamp.IsZero() { - for _, output := range metricDataOutput { - if len(output.Values) == 0 { - continue - } - exists, timestampIdx := aws.CheckTimestampInArray(timestamp, output.Timestamps) - if exists { - labels := strings.Split(*output.Label, labelSeparator) + // Find a timestamp for all metrics in output + timestamp := aws.FindTimestamp(metricDataOutput) + if !timestamp.IsZero() { + for _, output := range metricDataOutput { + if len(output.Values) == 0 { + continue + } + exists, timestampIdx := aws.CheckTimestampInArray(timestamp, output.Timestamps) + if exists { + labels := strings.Split(*output.Label, labelSeparator) - event := aws.InitEvent("", m.AccountName, m.AccountID) - event.MetricSetFields.Put(labels[0], output.Values[timestampIdx]) + event := aws.InitEvent("", m.AccountName, m.AccountID) + event.MetricSetFields.Put(labels[0], output.Values[timestampIdx]) - i := 1 - for i < len(labels)-1 { - event.MetricSetFields.Put(labels[i], labels[i+1]) - i += 2 - } - event.Timestamp = endTime - events = append(events, event) + i := 1 + for i < len(labels)-1 { + event.MetricSetFields.Put(labels[i], labels[i+1]) + i += 2 } + event.Timestamp = endTime + events = append(events, event) } } } From 229ec85ae3ed69b142cf64b2b77759962cec1b66 Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Sun, 13 Sep 2020 22:13:41 -0600 Subject: [PATCH 13/14] remove [Metricbeat AWS] from lens visualization --- .../Metricbeat-aws-billing-overview.json | 41 ++++++++++--------- 1 file changed, 22 insertions(+), 19 deletions(-) diff --git a/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json b/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json index 4ff43c3a9bc..6a601bc7471 100644 --- a/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json +++ b/x-pack/metricbeat/module/aws/_meta/kibana/7/dashboard/Metricbeat-aws-billing-overview.json @@ -115,7 +115,9 @@ "version": "7.9.0" }, { - "embeddableConfig": {}, + "embeddableConfig": { + "title": "Top 10 Estimated Charges per Service Name" + }, "gridData": { "h": 18, "i": "1de716e2-bad9-4fe3-ba49-0e2ea2a59bb4", @@ -125,6 +127,7 @@ }, "panelIndex": "1de716e2-bad9-4fe3-ba49-0e2ea2a59bb4", "panelRefName": "panel_6", + "title": "Top 10 Estimated Charges per Service Name", "version": "7.9.0" }, { @@ -198,8 +201,8 @@ } ], "type": "dashboard", - "updated_at": "2020-08-25T21:11:29.920Z", - "version": "WzQ1MDUsNV0=" + "updated_at": "2020-09-14T04:08:21.260Z", + "version": "WzcyNjksOF0=" }, { "attributes": { @@ -259,8 +262,8 @@ } ], "type": "visualization", - "updated_at": "2020-08-25T20:26:22.105Z", - "version": "WzM3MjcsNV0=" + "updated_at": "2020-09-14T04:04:04.990Z", + "version": "WzY2MDYsOF0=" }, { "attributes": { @@ -353,8 +356,8 @@ ], "references": [], "type": "visualization", - "updated_at": "2020-08-25T20:46:45.905Z", - "version": "WzQ0NDQsNV0=" + "updated_at": "2020-09-14T04:03:51.696Z", + "version": "WzY0NjksOF0=" }, { "attributes": { @@ -431,8 +434,8 @@ } ], "type": "visualization", - "updated_at": "2020-08-25T20:26:08.834Z", - "version": "WzM1OTEsNV0=" + "updated_at": "2020-09-14T04:03:51.696Z", + "version": "WzY0NzAsOF0=" }, { "attributes": { @@ -539,8 +542,8 @@ ], "references": [], "type": "visualization", - "updated_at": "2020-08-25T21:11:14.083Z", - "version": "WzQ1MDAsNV0=" + "updated_at": "2020-09-14T04:03:51.696Z", + "version": "WzY0NzEsOF0=" }, { "attributes": { @@ -652,8 +655,8 @@ ], "references": [], "type": "lens", - "updated_at": "2020-08-25T20:26:08.834Z", - "version": "WzM1OTMsNV0=" + "updated_at": "2020-09-14T04:03:51.696Z", + "version": "WzY0NzIsOF0=" }, { "attributes": { @@ -747,8 +750,8 @@ ], "references": [], "type": "lens", - "updated_at": "2020-08-25T20:26:08.834Z", - "version": "WzM1OTQsNV0=" + "updated_at": "2020-09-14T04:03:51.696Z", + "version": "WzY0NzMsOF0=" }, { "attributes": { @@ -857,8 +860,8 @@ ], "references": [], "type": "lens", - "updated_at": "2020-08-25T20:26:08.834Z", - "version": "WzM1OTUsNV0=" + "updated_at": "2020-09-14T04:03:51.696Z", + "version": "WzY0NzQsOF0=" }, { "attributes": { @@ -941,8 +944,8 @@ ], "references": [], "type": "visualization", - "updated_at": "2020-08-25T20:49:15.530Z", - "version": "WzQ0NjIsNV0=" + "updated_at": "2020-09-14T04:03:51.696Z", + "version": "WzY0NzUsOF0=" } ], "version": "7.9.0" From 808f2361ea5fb2b7eacdac695520f6d646c4b0e5 Mon Sep 17 00:00:00 2001 From: kaiyan-sheng Date: Mon, 14 Sep 2020 10:24:42 -0600 Subject: [PATCH 14/14] create unique eventID to prevent duplicate events in same day --- x-pack/metricbeat/module/aws/billing/billing.go | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/x-pack/metricbeat/module/aws/billing/billing.go b/x-pack/metricbeat/module/aws/billing/billing.go index c9168eed046..2eb2bd2854a 100644 --- a/x-pack/metricbeat/module/aws/billing/billing.go +++ b/x-pack/metricbeat/module/aws/billing/billing.go @@ -6,6 +6,8 @@ package billing import ( "context" + "crypto/sha256" + "encoding/hex" "fmt" "strconv" "strings" @@ -244,7 +246,11 @@ func (m *MetricSet) getCostGroupBy(svcCostExplorer costexploreriface.ClientAPI, costResultGroups := groupByOutput.ResultsByTime[0].Groups for _, group := range costResultGroups { event := m.addCostMetrics(group.Metrics, groupByOutput.GroupDefinitions[0], startDate, endDate) + + // generate unique event ID for each event + eventID := startDate + endDate + *groupByOutput.GroupDefinitions[0].Key + string(groupByOutput.GroupDefinitions[0].Type) for _, key := range group.Keys { + eventID += key // key value like db.t2.micro or Amazon Simple Queue Service belongs to dimension if !strings.Contains(key, "$") { event.MetricSetFields.Put("group_by."+groupBy.dimension, key) @@ -263,6 +269,7 @@ func (m *MetricSet) getCostGroupBy(svcCostExplorer costexploreriface.ClientAPI, event.Timestamp = t } + event.ID = generateEventID(eventID) events = append(events, event) } } @@ -389,3 +396,12 @@ func getGroupBys(groupByTags []string, groupByDimKeys []string) []groupBy { } return groupBys } + +func generateEventID(eventID string) string { + // create eventID using hash of startDate + endDate + groupDefinitionKey + groupDefinitionType + values + // This will prevent more than one billing metric getting collected in the same day. + h := sha256.New() + h.Write([]byte(eventID)) + prefix := hex.EncodeToString(h.Sum(nil)) + return prefix[:20] +}