gcm.go

/*
Copyright 2015 The Kubernetes Authors All rights reserved.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/

package initialresources

import (
	"math"
	"sort"
	"time"

	"k8s.io/kubernetes/pkg/api"

	gcm "github.com/google/google-api-go-client/cloudmonitoring/v2beta2"
	"golang.org/x/oauth2"
	"golang.org/x/oauth2/google"
	gce "google.golang.org/cloud/compute/metadata"
)

const (
	kubePrefix    = "custom.cloudmonitoring.googleapis.com/kubernetes.io/"
	cpuMetricName = kubePrefix + "cpu/usage_rate"
	memMetricName = kubePrefix + "memory/usage"
	labelImage    = kubePrefix + "label/container_base_image"
)

type gcmSource struct {
	project    string
	gcmService *gcm.Service
}

func newGcmSource() (dataSource, error) {
	// Detect project ID
	projectId, err := gce.ProjectID()
	if err != nil {
		return nil, err
	}

	// Create Google Cloud Monitoring service.
	client := oauth2.NewClient(oauth2.NoContext, google.ComputeTokenSource(""))
	s, err := gcm.New(client)
	if err != nil {
		return nil, err
	}

	return &gcmSource{
		project:    projectId,
		gcmService: s,
	}, nil
}

func (s *gcmSource) query(metric, oldest, youngest, label, pageToken string) (*gcm.ListTimeseriesResponse, error) {
	req := s.gcmService.Timeseries.List(s.project, metric, youngest, nil).
		Oldest(oldest).
		Labels(label).
		Aggregator("mean").
		Window("1m")
	if pageToken != "" {
		req = req.PageToken(pageToken)
	}
	return req.Do()
}

func retrieveRawSamples(res *gcm.ListTimeseriesResponse, output *[]int) {
	for _, ts := range res.Timeseries {
		for _, p := range ts.Points {
			*output = append(*output, int(p.DoubleValue))
		}
	}
}

func (s *gcmSource) GetUsagePercentile(kind api.ResourceName, perc int64, image string, exactMatch bool, start, end time.Time) (int64, int64, error) {
	var metric string
	if kind == api.ResourceCPU {
		metric = cpuMetricName
	} else if kind == api.ResourceMemory {
		metric = memMetricName
	}

	var label string
	if exactMatch {
		label = labelImage + "==" + image
	} else {
		label = labelImage + "=~" + image + ".*"
	}

	oldest := start.Format(time.RFC3339)
	youngest := end.Format(time.RFC3339)

	rawSamples := make([]int, 0)
	pageToken := ""
	for {
		res, err := s.query(metric, oldest, youngest, label, pageToken)
		if err != nil {
			return 0, 0, err
		}

		retrieveRawSamples(res, &rawSamples)

		pageToken = res.NextPageToken
		if pageToken == "" {
			break
		}
	}

	count := len(rawSamples)
	sort.Ints(rawSamples)
	usageIndex := int64(math.Ceil(float64(count)*9/10)) - 1
	usage := rawSamples[usageIndex]

	return int64(usage), int64(count), nil
}