cost-model/main.go

package main

import (
	"context"
	"encoding/json"
	"flag"
	"fmt"
	"net"
	"net/http"
	"os"
	"reflect"
	"strconv"
	"strings"
	"time"

	"k8s.io/klog"

	"github.com/julienschmidt/httprouter"
	costAnalyzerCloud "github.com/kubecost/cost-model/cloud"
	costModel "github.com/kubecost/cost-model/costmodel"
	prometheusClient "github.com/prometheus/client_golang/api"
	prometheusAPI "github.com/prometheus/client_golang/api/prometheus/v1"
	v1 "k8s.io/api/core/v1"

	"github.com/prometheus/client_golang/prometheus"

	"github.com/prometheus/client_golang/prometheus/promhttp"

	"k8s.io/client-go/kubernetes"
	"k8s.io/client-go/rest"
)

const (
	prometheusServerEndpointEnvVar = "PROMETHEUS_SERVER_ENDPOINT"
	prometheusTroubleshootingEp    = "http://docs.kubecost.com/custom-prom#troubleshoot"
	remoteEnabled                  = "REMOTE_WRITE_ENABLED"
)

var (
	// gitCommit is set by the build system
	gitCommit string
)

type Accesses struct {
	PrometheusClient              prometheusClient.Client
	KubeClientSet                 kubernetes.Interface
	Cloud                         costAnalyzerCloud.Provider
	CPUPriceRecorder              *prometheus.GaugeVec
	RAMPriceRecorder              *prometheus.GaugeVec
	PersistentVolumePriceRecorder *prometheus.GaugeVec
	GPUPriceRecorder              *prometheus.GaugeVec
	NodeTotalPriceRecorder        *prometheus.GaugeVec
	RAMAllocationRecorder         *prometheus.GaugeVec
	CPUAllocationRecorder         *prometheus.GaugeVec
	GPUAllocationRecorder         *prometheus.GaugeVec
	PVAllocationRecorder          *prometheus.GaugeVec
	ContainerUptimeRecorder       *prometheus.GaugeVec
	NetworkZoneEgressRecorder     prometheus.Gauge
	NetworkRegionEgressRecorder   prometheus.Gauge
	NetworkInternetEgressRecorder prometheus.Gauge
	ServiceSelectorRecorder       *prometheus.GaugeVec
	DeploymentSelectorRecorder    *prometheus.GaugeVec
	Model                         *costModel.CostModel
}

type DataEnvelope struct {
	Code    int         `json:"code"`
	Status  string      `json:"status"`
	Data    interface{} `json:"data"`
	Message string      `json:"message,omitempty"`
}

func wrapData(data interface{}, err error) []byte {
	var resp []byte
	if err != nil {
		klog.V(1).Infof("Error returned to client: %s", err.Error())
		resp, _ = json.Marshal(&DataEnvelope{
			Code:    500,
			Status:  "error",
			Message: err.Error(),
			Data:    data,
		})
	} else {
		resp, _ = json.Marshal(&DataEnvelope{
			Code:   200,
			Status: "success",
			Data:   data,
		})

	}
	return resp
}

// RefreshPricingData needs to be called when a new node joins the fleet, since we cache the relevant subsets of pricing data to avoid storing the whole thing.
func (a *Accesses) RefreshPricingData(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")

	err := a.Cloud.DownloadPricingData()

	w.Write(wrapData(nil, err))
}

func filterFields(fields string, data map[string]*costModel.CostData) map[string]costModel.CostData {
	fs := strings.Split(fields, ",")
	fmap := make(map[string]bool)
	for _, f := range fs {
		fieldNameLower := strings.ToLower(f) // convert to go struct name by uppercasing first letter
		klog.V(1).Infof("to delete: %s", fieldNameLower)
		fmap[fieldNameLower] = true
	}
	filteredData := make(map[string]costModel.CostData)
	for cname, costdata := range data {
		s := reflect.TypeOf(*costdata)
		val := reflect.ValueOf(*costdata)
		costdata2 := costModel.CostData{}
		cd2 := reflect.New(reflect.Indirect(reflect.ValueOf(costdata2)).Type()).Elem()
		n := s.NumField()
		for i := 0; i < n; i++ {
			field := s.Field(i)
			value := val.Field(i)
			value2 := cd2.Field(i)
			if _, ok := fmap[strings.ToLower(field.Name)]; !ok {
				value2.Set(reflect.Value(value))
			}
		}
		filteredData[cname] = cd2.Interface().(costModel.CostData)
	}
	return filteredData
}

func (a *Accesses) CostDataModel(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")

	window := r.URL.Query().Get("timeWindow")
	offset := r.URL.Query().Get("offset")
	fields := r.URL.Query().Get("filterFields")
	namespace := r.URL.Query().Get("namespace")
	aggregation := r.URL.Query().Get("aggregation")
	aggregationSubField := r.URL.Query().Get("aggregationSubfield")

	if offset != "" {
		offset = "offset " + offset
	}

	data, err := a.Model.ComputeCostData(a.PrometheusClient, a.KubeClientSet, a.Cloud, window, offset, namespace)
	if aggregation != "" {
		c, err := a.Cloud.GetConfig()
		if err != nil {
			w.Write(wrapData(nil, err))
		}
		discount, err := strconv.ParseFloat(c.Discount[:len(c.Discount)-1], 64)
		if err != nil {
			w.Write(wrapData(nil, err))
		}

		agg := costModel.AggregateCostModel(data, discount, aggregation, aggregationSubField)
		w.Write(wrapData(agg, nil))
	} else {
		if fields != "" {
			filteredData := filterFields(fields, data)
			w.Write(wrapData(filteredData, err))
		} else {
			w.Write(wrapData(data, err))
		}
	}
}

func (a *Accesses) ClusterCosts(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")

	window := r.URL.Query().Get("window")
	offset := r.URL.Query().Get("offset")

	if offset != "" {
		offset = "offset " + offset
	}

	data, err := costModel.ClusterCosts(a.PrometheusClient, a.Cloud, window, offset)
	w.Write(wrapData(data, err))
}

func (a *Accesses) ClusterCostsOverTime(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")

	start := r.URL.Query().Get("start")
	end := r.URL.Query().Get("end")
	window := r.URL.Query().Get("window")
	offset := r.URL.Query().Get("offset")

	if offset != "" {
		offset = "offset " + offset
	}

	data, err := costModel.ClusterCostsOverTime(a.PrometheusClient, a.Cloud, start, end, window, offset)
	w.Write(wrapData(data, err))
}

func (a *Accesses) AggregateCostModel(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")
	window := r.URL.Query().Get("window")
	offset := r.URL.Query().Get("offset")
	aggregation := r.URL.Query().Get("aggregation")
	namespace := r.URL.Query().Get("namespace")
	aggregationSubField := r.URL.Query().Get("aggregationSubfield")

	endTime := time.Now()
	if offset != "" {
		o, err := time.ParseDuration(offset)
		if err != nil {
			w.Write(wrapData(nil, err))
			return
		}

		endTime = endTime.Add(-1 * o)
	}

	if window[len(window)-1:] == "d" {
		count := window[:len(window)-1]
		val, err := strconv.ParseInt(count, 10, 64)
		if err != nil {
			w.Write(wrapData(nil, err))
			return
		}
		val = val * 24
		window = fmt.Sprintf("%dh", val)
	}

	d, err := time.ParseDuration(window)
	if err != nil {
		w.Write(wrapData(nil, err))
		return
	}
	startTime := endTime.Add(-1 * d)
	layout := "2006-01-02T15:04:05.000Z"
	start := startTime.Format(layout)
	end := endTime.Format(layout)
	data, err := a.Model.ComputeCostDataRange(a.PrometheusClient, a.KubeClientSet, a.Cloud, start, end, "1h", namespace)
	if err != nil {
		w.Write(wrapData(nil, err))
		return
	}
	c, err := a.Cloud.GetConfig()
	if err != nil {
		w.Write(wrapData(nil, err))
	}
	discount, err := strconv.ParseFloat(c.Discount[:len(c.Discount)-1], 64)
	if err != nil {
		w.Write(wrapData(nil, err))
	}
	if aggregation != "" {
		agg := costModel.AggregateCostModel(data, discount*0.01, aggregation, aggregationSubField)
		w.Write(wrapData(agg, nil))
	}
}

func (a *Accesses) CostDataModelRange(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")

	start := r.URL.Query().Get("start")
	end := r.URL.Query().Get("end")
	window := r.URL.Query().Get("window")
	fields := r.URL.Query().Get("filterFields")
	namespace := r.URL.Query().Get("namespace")
	aggregation := r.URL.Query().Get("aggregation")
	aggregationSubField := r.URL.Query().Get("aggregationSubfield")

	data, err := a.Model.ComputeCostDataRange(a.PrometheusClient, a.KubeClientSet, a.Cloud, start, end, window, namespace)
	if err != nil {
		w.Write(wrapData(nil, err))
	}
	if aggregation != "" {
		c, err := a.Cloud.GetConfig()
		if err != nil {
			w.Write(wrapData(nil, err))
		}
		discount, err := strconv.ParseFloat(c.Discount[:len(c.Discount)-1], 64)
		if err != nil {
			w.Write(wrapData(nil, err))
		}
		agg := costModel.AggregateCostModel(data, discount, aggregation, aggregationSubField)
		w.Write(wrapData(agg, nil))
	} else {
		if fields != "" {
			filteredData := filterFields(fields, data)
			w.Write(wrapData(filteredData, err))
		} else {
			w.Write(wrapData(data, err))
		}
	}
}

// CostDataModelRangeLarge is experimental multi-cluster and long-term data storage in SQL support.
func (a *Accesses) CostDataModelRangeLarge(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")

	startString := r.URL.Query().Get("start")
	endString := r.URL.Query().Get("end")
	windowString := r.URL.Query().Get("window")

	layout := "2006-01-02T15:04:05.000Z"

	var start time.Time
	var end time.Time
	var err error

	if windowString == "" {
		windowString = "1h"
	}
	if startString != "" {
		start, err = time.Parse(layout, startString)
		if err != nil {
			klog.V(1).Infof("Error parsing time " + startString + ". Error: " + err.Error())
			w.Write(wrapData(nil, err))
		}
	} else {
		window, err := time.ParseDuration(windowString)
		if err != nil {
			w.Write(wrapData(nil, fmt.Errorf("Invalid duration '%s'", windowString)))

		}
		start = time.Now().Add(-2 * window)
	}
	if endString != "" {
		end, err = time.Parse(layout, endString)
		if err != nil {
			klog.V(1).Infof("Error parsing time " + endString + ". Error: " + err.Error())
			w.Write(wrapData(nil, err))
		}
	} else {
		end = time.Now()
	}

	remoteLayout := "2006-01-02T15:04:05Z"
	remoteStartStr := start.Format(remoteLayout)
	remoteEndStr := end.Format(remoteLayout)
	klog.V(1).Infof("Using remote database for query from %s to %s with window %s", startString, endString, windowString)

	data, err := costModel.CostDataRangeFromSQL("", "", windowString, remoteStartStr, remoteEndStr)
	w.Write(wrapData(data, err))
}

func (a *Accesses) OutofClusterCosts(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")

	start := r.URL.Query().Get("start")
	end := r.URL.Query().Get("end")
	aggregator := r.URL.Query().Get("aggregator")

	data, err := a.Cloud.ExternalAllocations(start, end, aggregator)
	w.Write(wrapData(data, err))
}

func (p *Accesses) GetAllNodePricing(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")

	data, err := p.Cloud.AllNodePricing()
	w.Write(wrapData(data, err))
}

func (p *Accesses) GetConfigs(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")
	data, err := p.Cloud.GetConfig()
	w.Write(wrapData(data, err))
}

func (p *Accesses) UpdateSpotInfoConfigs(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")
	data, err := p.Cloud.UpdateConfig(r.Body, costAnalyzerCloud.SpotInfoUpdateType)
	if err != nil {
		w.Write(wrapData(data, err))
		return
	}
	w.Write(wrapData(data, err))
	err = p.Cloud.DownloadPricingData()
	if err != nil {
		klog.V(1).Infof("Error redownloading data on config update: %s", err.Error())
	}
	return
}

func (p *Accesses) UpdateAthenaInfoConfigs(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")
	data, err := p.Cloud.UpdateConfig(r.Body, costAnalyzerCloud.AthenaInfoUpdateType)
	if err != nil {
		w.Write(wrapData(data, err))
		return
	}
	w.Write(wrapData(data, err))
	return
}

func (p *Accesses) UpdateBigQueryInfoConfigs(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")
	data, err := p.Cloud.UpdateConfig(r.Body, costAnalyzerCloud.BigqueryUpdateType)
	if err != nil {
		w.Write(wrapData(data, err))
		return
	}
	w.Write(wrapData(data, err))
	return
}

func (p *Accesses) UpdateConfigByKey(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")
	data, err := p.Cloud.UpdateConfig(r.Body, "")
	if err != nil {
		w.Write(wrapData(data, err))
		return
	}
	w.Write(wrapData(data, err))
	return
}

func (p *Accesses) ManagementPlatform(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")

	data, err := p.Cloud.GetManagementPlatform()
	if err != nil {
		w.Write(wrapData(data, err))
		return
	}
	w.Write(wrapData(data, err))
	return
}

func (p *Accesses) ClusterInfo(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")

	data, err := p.Cloud.ClusterInfo()
	w.Write(wrapData(data, err))

}

func Healthz(w http.ResponseWriter, _ *http.Request, _ httprouter.Params) {
	w.WriteHeader(200)
	w.Header().Set("Content-Length", "0")
	w.Header().Set("Content-Type", "text/plain")
}

func (p *Accesses) GetPrometheusMetadata(w http.ResponseWriter, _ *http.Request, _ httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")
	w.Write(wrapData(costModel.ValidatePrometheus(p.PrometheusClient)))
}

func (p *Accesses) ContainerUptimes(w http.ResponseWriter, _ *http.Request, _ httprouter.Params) {
	w.Header().Set("Content-Type", "application/json")
	w.Header().Set("Access-Control-Allow-Origin", "*")
	res, err := costModel.ComputeUptimes(p.PrometheusClient)
	w.Write(wrapData(res, err))
}

func (a *Accesses) recordPrices() {
	go func() {
		containerSeen := make(map[string]bool)
		nodeSeen := make(map[string]bool)
		pvSeen := make(map[string]bool)
		pvcSeen := make(map[string]bool)

		getKeyFromLabelStrings := func(labels ...string) string {
			return strings.Join(labels, ",")
		}
		getLabelStringsFromKey := func(key string) []string {
			return strings.Split(key, ",")
		}

		for {
			klog.V(4).Info("Recording prices...")
			podlist := a.Model.Cache.GetAllPods()
			podStatus := make(map[string]v1.PodPhase)
			for _, pod := range podlist {
				podStatus[pod.Name] = pod.Status.Phase
			}

			// Record network pricing at global scope
			networkCosts, err := a.Cloud.NetworkPricing()
			if err != nil {
				klog.V(4).Infof("Failed to retrieve network costs: %s", err.Error())
			} else {
				a.NetworkZoneEgressRecorder.Set(networkCosts.ZoneNetworkEgressCost)
				a.NetworkRegionEgressRecorder.Set(networkCosts.RegionNetworkEgressCost)
				a.NetworkInternetEgressRecorder.Set(networkCosts.InternetNetworkEgressCost)
			}

			data, err := a.Model.ComputeCostData(a.PrometheusClient, a.KubeClientSet, a.Cloud, "2m", "", "")
			if err != nil {
				klog.V(1).Info("Error in price recording: " + err.Error())
				// zero the for loop so the time.Sleep will still work
				data = map[string]*costModel.CostData{}
			}

			for _, costs := range data {
				nodeName := costs.NodeName
				node := costs.NodeData
				if node == nil {
					klog.V(4).Infof("Skipping Node \"%s\" due to missing Node Data costs", nodeName)
					continue
				}
				cpuCost, _ := strconv.ParseFloat(node.VCPUCost, 64)
				cpu, _ := strconv.ParseFloat(node.VCPU, 64)
				ramCost, _ := strconv.ParseFloat(node.RAMCost, 64)
				ram, _ := strconv.ParseFloat(node.RAMBytes, 64)
				gpu, _ := strconv.ParseFloat(node.GPU, 64)
				gpuCost, _ := strconv.ParseFloat(node.GPUCost, 64)

				totalCost := cpu*cpuCost + ramCost*(ram/1024/1024/1024) + gpu*gpuCost

				namespace := costs.Namespace
				podName := costs.PodName
				containerName := costs.Name

				if costs.PVCData != nil {
					for _, pvc := range costs.PVCData {
						if pvc.Volume != nil {
							a.PVAllocationRecorder.WithLabelValues(namespace, podName, pvc.Claim, pvc.VolumeName).Set(pvc.Values[0].Value)
							labelKey := getKeyFromLabelStrings(namespace, podName, pvc.Claim, pvc.VolumeName)
							pvcSeen[labelKey] = true
						}
					}
				}

				a.CPUPriceRecorder.WithLabelValues(nodeName, nodeName).Set(cpuCost)
				a.RAMPriceRecorder.WithLabelValues(nodeName, nodeName).Set(ramCost)
				a.GPUPriceRecorder.WithLabelValues(nodeName, nodeName).Set(gpuCost)
				a.NodeTotalPriceRecorder.WithLabelValues(nodeName, nodeName).Set(totalCost)
				labelKey := getKeyFromLabelStrings(nodeName, nodeName)
				nodeSeen[labelKey] = true

				if len(costs.RAMAllocation) > 0 {
					a.RAMAllocationRecorder.WithLabelValues(namespace, podName, containerName, nodeName, nodeName).Set(costs.RAMAllocation[0].Value)
				}
				if len(costs.CPUAllocation) > 0 {
					a.CPUAllocationRecorder.WithLabelValues(namespace, podName, containerName, nodeName, nodeName).Set(costs.CPUAllocation[0].Value)
				}
				if len(costs.GPUReq) > 0 {
					// allocation here is set to the request because shared GPU usage not yet supported.
					a.GPUAllocationRecorder.WithLabelValues(namespace, podName, containerName, nodeName, nodeName).Set(costs.GPUReq[0].Value)
				}
				labelKey = getKeyFromLabelStrings(namespace, podName, containerName, nodeName, nodeName)
				if podStatus[podName] == v1.PodRunning { // Only report data for current pods
					containerSeen[labelKey] = true
				} else {
					klog.Infof("Container %s not running", labelKey)
					containerSeen[labelKey] = false
				}

				storageClasses := a.Model.Cache.GetAllStorageClasses()
				storageClassMap := make(map[string]map[string]string)
				for _, storageClass := range storageClasses {
					params := storageClass.Parameters
					storageClassMap[storageClass.ObjectMeta.Name] = params
					if storageClass.GetAnnotations()["storageclass.kubernetes.io/is-default-class"] == "true" || storageClass.GetAnnotations()["storageclass.beta.kubernetes.io/is-default-class"] == "true" {
						storageClassMap["default"] = params
						storageClassMap[""] = params
					}
				}

				pvs := a.Model.Cache.GetAllPersistentVolumes()
				for _, pv := range pvs {
					parameters, ok := storageClassMap[pv.Spec.StorageClassName]
					if !ok {
						klog.V(4).Infof("Unable to find parameters for storage class \"%s\". Does pv \"%s\" have a storageClassName?", pv.Spec.StorageClassName, pv.Name)
					}
					cacPv := &costAnalyzerCloud.PV{
						Class:      pv.Spec.StorageClassName,
						Region:     pv.Labels[v1.LabelZoneRegion],
						Parameters: parameters,
					}
					costModel.GetPVCost(cacPv, pv, a.Cloud)
					c, _ := strconv.ParseFloat(cacPv.Cost, 64)
					a.PersistentVolumePriceRecorder.WithLabelValues(pv.Name, pv.Name).Set(c)
					labelKey := getKeyFromLabelStrings(pv.Name, pv.Name)
					pvSeen[labelKey] = true
				}
				containerUptime, _ := costModel.ComputeUptimes(a.PrometheusClient)
				for key, uptime := range containerUptime {
					container, _ := costModel.NewContainerMetricFromKey(key)
					a.ContainerUptimeRecorder.WithLabelValues(container.Namespace, container.PodName, container.ContainerName).Set(uptime)
				}
			}
			for labelString, seen := range nodeSeen {
				if !seen {
					labels := getLabelStringsFromKey(labelString)
					a.NodeTotalPriceRecorder.DeleteLabelValues(labels...)
					a.CPUPriceRecorder.DeleteLabelValues(labels...)
					a.GPUPriceRecorder.DeleteLabelValues(labels...)
					a.RAMPriceRecorder.DeleteLabelValues(labels...)
					delete(nodeSeen, labelString)
				}
				nodeSeen[labelString] = false
			}
			for labelString, seen := range containerSeen {
				if !seen {
					labels := getLabelStringsFromKey(labelString)
					a.RAMAllocationRecorder.DeleteLabelValues(labels...)
					a.CPUAllocationRecorder.DeleteLabelValues(labels...)
					a.GPUAllocationRecorder.DeleteLabelValues(labels...)
					a.ContainerUptimeRecorder.DeleteLabelValues(labels...)
					delete(containerSeen, labelString)
				}
				containerSeen[labelString] = false
			}
			for labelString, seen := range pvSeen {
				if !seen {
					labels := getLabelStringsFromKey(labelString)
					a.PersistentVolumePriceRecorder.DeleteLabelValues(labels...)
					delete(pvSeen, labelString)
				}
				pvSeen[labelString] = false
			}
			for labelString, seen := range pvcSeen {
				if !seen {
					labels := getLabelStringsFromKey(labelString)
					a.PVAllocationRecorder.DeleteLabelValues(labels...)
					delete(pvcSeen, labelString)
				}
				pvcSeen[labelString] = false
			}
			time.Sleep(time.Minute)
		}
	}()
}

func main() {
	klog.InitFlags(nil)
	flag.Set("v", "3")
	flag.Parse()
	klog.V(1).Infof("Starting cost-model (git commit \"%s\")", gitCommit)

	address := os.Getenv(prometheusServerEndpointEnvVar)
	if address == "" {
		klog.Fatalf("No address for prometheus set in $%s. Aborting.", prometheusServerEndpointEnvVar)
	}

	var LongTimeoutRoundTripper http.RoundTripper = &http.Transport{ // may be necessary for long prometheus queries. TODO: make this configurable
		Proxy: http.ProxyFromEnvironment,
		DialContext: (&net.Dialer{
			Timeout:   120 * time.Second,
			KeepAlive: 120 * time.Second,
		}).DialContext,
		TLSHandshakeTimeout: 10 * time.Second,
	}

	pc := prometheusClient.Config{
		Address:      address,
		RoundTripper: LongTimeoutRoundTripper,
	}
	promCli, _ := prometheusClient.NewClient(pc)

	api := prometheusAPI.NewAPI(promCli)
	_, err := api.Config(context.Background())
	if err != nil {
		klog.Fatalf("No valid prometheus config file at %s. Error: %s . Troubleshooting help available at: %s", address, err.Error(), prometheusTroubleshootingEp)
	}
	klog.V(1).Info("Success: retrieved a prometheus config file from: " + address)

	_, err = costModel.ValidatePrometheus(promCli)
	if err != nil {
		klog.Fatalf("Failed to query prometheus at %s. Error: %s . Troubleshooting help available at: %s", address, err.Error(), prometheusTroubleshootingEp)
	}
	klog.V(1).Info("Success: retrieved the 'up' query against prometheus at: " + address)

	// Kubernetes API setup
	kc, err := rest.InClusterConfig()
	if err != nil {
		panic(err.Error())
	}
	kubeClientset, err := kubernetes.NewForConfig(kc)
	if err != nil {
		panic(err.Error())
	}

	cloudProviderKey := os.Getenv("CLOUD_PROVIDER_API_KEY")
	cloudProvider, err := costAnalyzerCloud.NewProvider(kubeClientset, cloudProviderKey)
	if err != nil {
		panic(err.Error())
	}

	cpuGv := prometheus.NewGaugeVec(prometheus.GaugeOpts{
		Name: "node_cpu_hourly_cost",
		Help: "node_cpu_hourly_cost hourly cost for each cpu on this node",
	}, []string{"instance", "node"})

	ramGv := prometheus.NewGaugeVec(prometheus.GaugeOpts{
		Name: "node_ram_hourly_cost",
		Help: "node_ram_hourly_cost hourly cost for each gb of ram on this node",
	}, []string{"instance", "node"})

	gpuGv := prometheus.NewGaugeVec(prometheus.GaugeOpts{
		Name: "node_gpu_hourly_cost",
		Help: "node_gpu_hourly_cost hourly cost for each gpu on this node",
	}, []string{"instance", "node"})

	totalGv := prometheus.NewGaugeVec(prometheus.GaugeOpts{
		Name: "node_total_hourly_cost",
		Help: "node_total_hourly_cost Total node cost per hour",
	}, []string{"instance", "node"})

	pvGv := prometheus.NewGaugeVec(prometheus.GaugeOpts{
		Name: "pv_hourly_cost",
		Help: "pv_hourly_cost Cost per GB per hour on a persistent disk",
	}, []string{"volumename", "persistentvolume"})

	RAMAllocation := prometheus.NewGaugeVec(prometheus.GaugeOpts{
		Name: "container_memory_allocation_bytes",
		Help: "container_memory_allocation_bytes Bytes of RAM used",
	}, []string{"namespace", "pod", "container", "instance", "node"})

	CPUAllocation := prometheus.NewGaugeVec(prometheus.GaugeOpts{
		Name: "container_cpu_allocation",
		Help: "container_cpu_allocation Percent of a single CPU used in a minute",
	}, []string{"namespace", "pod", "container", "instance", "node"})

	GPUAllocation := prometheus.NewGaugeVec(prometheus.GaugeOpts{
		Name: "container_gpu_allocation",
		Help: "container_gpu_allocation GPU used",
	}, []string{"namespace", "pod", "container", "instance", "node"})
	PVAllocation := prometheus.NewGaugeVec(prometheus.GaugeOpts{
		Name: "pod_pvc_allocation",
		Help: "pod_pvc_allocation Bytes used by a PVC attached to a pod",
	}, []string{"namespace", "pod", "persistentvolumeclaim", "persistentvolume"})

	ContainerUptimeRecorder := prometheus.NewGaugeVec(prometheus.GaugeOpts{
		Name: "container_uptime_seconds",
		Help: "container_uptime_seconds Seconds a container has been running",
	}, []string{"namespace", "pod", "container"})

	NetworkZoneEgressRecorder := prometheus.NewGauge(prometheus.GaugeOpts{
		Name: "kubecost_network_zone_egress_cost",
		Help: "kubecost_network_zone_egress_cost Total cost per GB egress across zones",
	})
	NetworkRegionEgressRecorder := prometheus.NewGauge(prometheus.GaugeOpts{
		Name: "kubecost_network_region_egress_cost",
		Help: "kubecost_network_region_egress_cost Total cost per GB egress across regions",
	})
	NetworkInternetEgressRecorder := prometheus.NewGauge(prometheus.GaugeOpts{
		Name: "kubecost_network_internet_egress_cost",
		Help: "kubecost_network_internet_egress_cost Total cost per GB of internet egress.",
	})

	prometheus.MustRegister(cpuGv)
	prometheus.MustRegister(ramGv)
	prometheus.MustRegister(gpuGv)
	prometheus.MustRegister(totalGv)
	prometheus.MustRegister(pvGv)
	prometheus.MustRegister(RAMAllocation)
	prometheus.MustRegister(CPUAllocation)
	prometheus.MustRegister(ContainerUptimeRecorder)
	prometheus.MustRegister(PVAllocation)
	prometheus.MustRegister(NetworkZoneEgressRecorder, NetworkRegionEgressRecorder, NetworkInternetEgressRecorder)
	prometheus.MustRegister(costModel.ServiceCollector{
		KubeClientSet: kubeClientset,
	})
	prometheus.MustRegister(costModel.DeploymentCollector{
		KubeClientSet: kubeClientset,
	})

	a := Accesses{
		PrometheusClient:              promCli,
		KubeClientSet:                 kubeClientset,
		Cloud:                         cloudProvider,
		CPUPriceRecorder:              cpuGv,
		RAMPriceRecorder:              ramGv,
		GPUPriceRecorder:              gpuGv,
		NodeTotalPriceRecorder:        totalGv,
		RAMAllocationRecorder:         RAMAllocation,
		CPUAllocationRecorder:         CPUAllocation,
		GPUAllocationRecorder:         GPUAllocation,
		PVAllocationRecorder:          PVAllocation,
		ContainerUptimeRecorder:       ContainerUptimeRecorder,
		NetworkZoneEgressRecorder:     NetworkZoneEgressRecorder,
		NetworkRegionEgressRecorder:   NetworkRegionEgressRecorder,
		NetworkInternetEgressRecorder: NetworkInternetEgressRecorder,
		PersistentVolumePriceRecorder: pvGv,
		Model:                         costModel.NewCostModel(kubeClientset),
	}

	remoteEnabled := os.Getenv(remoteEnabled)
	if remoteEnabled == "true" {
		info, err := cloudProvider.ClusterInfo()
		klog.Infof("Saving cluster  with id:'%s', and name:'%s' to durable storage", info["id"], info["name"])
		if err != nil {
			klog.Infof("Error saving cluster id %s", err.Error())
		}
		_, _, err = costAnalyzerCloud.GetOrCreateClusterMeta(info["id"], info["name"])
		if err != nil {
			klog.Infof("Unable to set cluster id '%s' for cluster '%s', %s", info["id"], info["name"], err.Error())
		}
	}

	err = a.Cloud.DownloadPricingData()
	if err != nil {
		klog.V(1).Info("Failed to download pricing data: " + err.Error())
	}

	a.recordPrices()

	router := httprouter.New()
	router.GET("/costDataModel", a.CostDataModel)
	router.GET("/costDataModelRange", a.CostDataModelRange)
	router.GET("/costDataModelRangeLarge", a.CostDataModelRangeLarge)
	router.GET("/outOfClusterCosts", a.OutofClusterCosts)
	router.GET("/allNodePricing", a.GetAllNodePricing)
	router.GET("/healthz", Healthz)
	router.GET("/getConfigs", a.GetConfigs)
	router.POST("/refreshPricing", a.RefreshPricingData)
	router.POST("/updateSpotInfoConfigs", a.UpdateSpotInfoConfigs)
	router.POST("/updateAthenaInfoConfigs", a.UpdateAthenaInfoConfigs)
	router.POST("/updateBigQueryInfoConfigs", a.UpdateBigQueryInfoConfigs)
	router.POST("/updateConfigByKey", a.UpdateConfigByKey)
	router.GET("/clusterCostsOverTime", a.ClusterCostsOverTime)
	router.GET("/clusterCosts", a.ClusterCosts)
	router.GET("/validatePrometheus", a.GetPrometheusMetadata)
	router.GET("/managementPlatform", a.ManagementPlatform)
	router.GET("/clusterInfo", a.ClusterInfo)
	router.GET("/containerUptimes", a.ContainerUptimes)
	router.GET("/aggregatedCostModel", a.AggregateCostModel)

	rootMux := http.NewServeMux()
	rootMux.Handle("/", router)
	rootMux.Handle("/metrics", promhttp.Handler())

	klog.Fatal(http.ListenAndServe(":9003", rootMux))
}