Merge pull request #755 from kubecost/develop

Merge develop into master

.gitignore

@@ -1 +1,4 @@
 .idea
+ui/.cache
+ui/dist
+ui/node_modules/

Dockerfile

@@ -17,7 +17,7 @@ RUN set -e ;\
     CGO_ENABLED=0 GOOS=linux GOARCH=amd64 \
     go build -a -installsuffix cgo -o /go/bin/app
 
-FROM alpine:3.11.6
+FROM alpine:latest
 RUN apk add --update --no-cache ca-certificates
 COPY --from=build-env /go/bin/app /go/bin/app
 ADD ./configs/default.json /models/default.json

PROMETHEUS.md

@@ -60,6 +60,7 @@ sum(node_total_hourly_cost) * 730
 | kubecost_load_balancer_cost   | Hourly cost of a load balancer                 |
 | kubecost_cluster_management_cost | Hourly management fee per cluster                 |
 | pv_hourly_cost   | Hourly cost per GP on a persistent volume                 |
+| node_gpu_count | Number of GPUs available on node |
 | container_cpu_allocation   | Average number of CPUs requested/used over last 1m                      |
 | container_gpu_allocation   | Average number of GPUs requested over last 1m                      |
 | container_memory_allocation_bytes   | Average bytes of RAM requested/used over last 1m                 |

README.md

@@ -2,6 +2,8 @@
 
 Kubecost models give teams visibility into current and historical Kubernetes spend and resource allocation. These models  provide cost transparency in Kubernetes environments that support multiple applications, teams, departments, etc.
 
+![Kubecost allocation UI](/allocation-drilldown.gif)
+
 To see more on the functionality of the full Kubecost product, please visit the [features page](https://kubecost.com/#features) on our website. 
 Here is a summary of features enabled by this cost model:
 

go.mod

@@ -18,6 +18,7 @@ require (
 	github.com/google/uuid v1.1.2
 	github.com/googleapis/gax-go v2.0.2+incompatible // indirect
 	github.com/gophercloud/gophercloud v0.2.0 // indirect
+	github.com/json-iterator/go v1.1.10
 	github.com/jszwec/csvutil v1.2.1
 	github.com/julienschmidt/httprouter v1.2.0
 	github.com/lib/pq v1.2.0

pkg/cloud/awsprovider.go

@@ -4,8 +4,8 @@ import (
 	"bytes"
 	"compress/gzip"
 	"encoding/csv"
-	"encoding/json"
 	"fmt"
+	"github.com/aws/aws-sdk-go/aws/endpoints"
 	"io"
 	"io/ioutil"
 	"net/http"
@@ -23,6 +23,7 @@ import (
 	"github.com/kubecost/cost-model/pkg/errors"
 	"github.com/kubecost/cost-model/pkg/log"
 	"github.com/kubecost/cost-model/pkg/util"
+	"github.com/kubecost/cost-model/pkg/util/json"
 
 	"github.com/aws/aws-sdk-go/aws"
 	"github.com/aws/aws-sdk-go/aws/awserr"
@@ -1562,6 +1563,7 @@ func (a *AWS) QueryAthenaPaginated(query string) (*athena.GetQueryResultsInput,
 	database := customPricing.AthenaDatabase
 	c := &aws.Config{
 		Region: region,
+		STSRegionalEndpoint: endpoints.RegionalSTSEndpoint,
 	}
 	s := session.Must(session.NewSession(c))
 	svc := athena.New(s)
@@ -1631,6 +1633,7 @@ func (a *AWS) QueryAthenaBillingData(query string) (*athena.GetQueryResultsOutpu
 	database := customPricing.AthenaDatabase
 	c := &aws.Config{
 		Region: region,
+		STSRegionalEndpoint: endpoints.RegionalSTSEndpoint,
 	}
 	s := session.Must(session.NewSession(c))
 	svc := athena.New(s)
@@ -1789,14 +1792,20 @@ func (a *AWS) GetReservationDataFromAthena() error {
 	if cfg.AthenaBucketName == "" {
 		return fmt.Errorf("No Athena Bucket configured")
 	}
-	if a.RIPricingByInstanceID == nil {
-		a.RIPricingByInstanceID = make(map[string]*RIData)
-	}
-	tNow := time.Now()
-	tOneDayAgo := tNow.Add(time.Duration(-25) * time.Hour) // Also get files from one day ago to avoid boundary conditions
-	start := tOneDayAgo.Format("2006-01-02")
-	end := tNow.Format("2006-01-02")
-	q := `SELECT   
+
+	// Query for all column names in advance in order to validate configured
+	// label columns
+	columns, _ := a.ShowAthenaColumns()
+
+	if columns["reservation_reservation_a_r_n"] && columns["reservation_effective_cost"] {
+		if a.RIPricingByInstanceID == nil {
+			a.RIPricingByInstanceID = make(map[string]*RIData)
+		}
+		tNow := time.Now()
+		tOneDayAgo := tNow.Add(time.Duration(-25) * time.Hour) // Also get files from one day ago to avoid boundary conditions
+		start := tOneDayAgo.Format("2006-01-02")
+		end := tNow.Format("2006-01-02")
+		q := `SELECT   
 		line_item_usage_start_date,
 		reservation_reservation_a_r_n,
 		line_item_resource_id,
@@ -1805,47 +1814,95 @@ func (a *AWS) GetReservationDataFromAthena() error {
 	WHERE line_item_usage_start_date BETWEEN date '%s' AND date '%s'
 	AND reservation_reservation_a_r_n <> '' ORDER BY 
 	line_item_usage_start_date DESC`
-	query := fmt.Sprintf(q, cfg.AthenaTable, start, end)
-	op, err := a.QueryAthenaBillingData(query)
-	if err != nil {
-		a.RIPricingStatus = err.Error()
-		return fmt.Errorf("Error fetching Reserved Instance Data: %s", err)
-	}
-	a.RIPricingStatus = ""
-	klog.Infof("Fetching RI data...")
-	if len(op.ResultSet.Rows) > 1 {
-		a.RIDataLock.Lock()
-		mostRecentDate := ""
-		for _, r := range op.ResultSet.Rows[1:(len(op.ResultSet.Rows) - 1)] {
-			d := *r.Data[0].VarCharValue
-			if mostRecentDate == "" {
-				mostRecentDate = d
-			} else if mostRecentDate != d { // Get all most recent assignments
-				break
-			}
-			cost, err := strconv.ParseFloat(*r.Data[3].VarCharValue, 64)
-			if err != nil {
-				klog.Infof("Error converting `%s` from float ", *r.Data[3].VarCharValue)
+		query := fmt.Sprintf(q, cfg.AthenaTable, start, end)
+		op, err := a.QueryAthenaBillingData(query)
+		if err != nil {
+			a.RIPricingStatus = err.Error()
+			return fmt.Errorf("Error fetching Reserved Instance Data: %s", err)
+		}
+		a.RIPricingStatus = ""
+		klog.Infof("Fetching RI data...")
+		if len(op.ResultSet.Rows) > 1 {
+			a.RIDataLock.Lock()
+			mostRecentDate := ""
+			for _, r := range op.ResultSet.Rows[1:(len(op.ResultSet.Rows) - 1)] {
+				d := *r.Data[0].VarCharValue
+				if mostRecentDate == "" {
+					mostRecentDate = d
+				} else if mostRecentDate != d { // Get all most recent assignments
+					break
+				}
+				cost, err := strconv.ParseFloat(*r.Data[3].VarCharValue, 64)
+				if err != nil {
+					klog.Infof("Error converting `%s` from float ", *r.Data[3].VarCharValue)
+				}
+				r := &RIData{
+					ResourceID:     *r.Data[2].VarCharValue,
+					EffectiveCost:  cost,
+					ReservationARN: *r.Data[1].VarCharValue,
+					MostRecentDate: d,
+				}
+				a.RIPricingByInstanceID[r.ResourceID] = r
 			}
-			r := &RIData{
-				ResourceID:     *r.Data[2].VarCharValue,
-				EffectiveCost:  cost,
-				ReservationARN: *r.Data[1].VarCharValue,
-				MostRecentDate: d,
+			klog.V(1).Infof("Found %d reserved instances", len(a.RIPricingByInstanceID))
+			for k, r := range a.RIPricingByInstanceID {
+				log.DedupedInfof(5, "Reserved Instance Data found for node %s : %f at time %s", k, r.EffectiveCost, r.MostRecentDate)
 			}
-			a.RIPricingByInstanceID[r.ResourceID] = r
-		}
-		klog.V(1).Infof("Found %d reserved instances", len(a.RIPricingByInstanceID))
-		for k, r := range a.RIPricingByInstanceID {
-			log.DedupedInfof(5, "Reserved Instance Data found for node %s : %f at time %s", k, r.EffectiveCost, r.MostRecentDate)
+			a.RIDataLock.Unlock()
+		} else {
+			klog.Infof("No reserved instance data found")
 		}
-		a.RIDataLock.Unlock()
 	} else {
-		klog.Infof("No reserved instance data found")
+		klog.Infof("No reserved data available in Athena")
+		a.RIPricingStatus = ""
 	}
 	return nil
 }
 
+// ShowAthenaColumns returns a list of the names of all columns in the configured
+// Athena tables
+func (aws *AWS) ShowAthenaColumns() (map[string]bool, error) {
+	columnSet := map[string]bool{}
+	// Configure Athena query
+	cfg, err := aws.GetConfig()
+	if err != nil {
+		return nil, err
+	}
+	if cfg.AthenaTable == "" {
+		return nil, fmt.Errorf("AthenaTable not configured")
+	}
+	if cfg.AthenaBucketName == "" {
+		return nil, fmt.Errorf("AthenaBucketName not configured")
+	}
+
+	q := `SHOW COLUMNS IN  %s`
+	query := fmt.Sprintf(q, cfg.AthenaTable)
+	results, svc, err := aws.QueryAthenaPaginated(query)
+
+	columns := []string{}
+	pageNum := 0
+	athenaErr := svc.GetQueryResultsPages(results, func(page *athena.GetQueryResultsOutput, lastpage bool) bool {
+		for _, row := range page.ResultSet.Rows {
+			columns = append(columns, *row.Data[0].VarCharValue)
+		}
+
+		pageNum++
+
+		return true
+	})
+	if athenaErr != nil {
+		log.Warningf("Error getting Athena columns: %s", err)
+		return columnSet, athenaErr
+	}
+
+	for _, col := range columns {
+		columnSet[col] = true
+	}
+
+	return columnSet, nil
+}
+
+
 // ExternalAllocations represents tagged assets outside the scope of kubernetes.
 // "start" and "end" are dates of the format YYYY-MM-DD
 // "aggregator" is the tag used to determine how to allocate those assets, ie namespace, pod, etc.
@@ -1923,26 +1980,41 @@ func (a *AWS) ExternalAllocations(start string, end string, aggregators []string
 		}
 		return true
 	}
+	// Query for all column names in advance in order to validate configured
+	// label columns
+	columns, _ := a.ShowAthenaColumns()
 
-	klog.V(3).Infof("Running Query: %s", query)
-	ip, svc, err := a.QueryAthenaPaginated(query)
-
-	athenaErr := svc.GetQueryResultsPages(ip, processResults)
-	if athenaErr != nil {
-		klog.Infof("RETURNING ATHENA ERROR")
-		return nil, athenaErr
+	// Check for all aggregators being formatted into the query
+	containsColumns := true
+	for _, agg := range formattedAggregators {
+		if columns[agg] != true {
+			containsColumns = false
+			klog.Warningf("Athena missing column: %s", agg)
+		}
 	}
+	if containsColumns {
+		klog.V(3).Infof("Running Query: %s", query)
+		ip, svc, _ := a.QueryAthenaPaginated(query)
 
-	if customPricing.BillingDataDataset != "" && !crossCluster { // There is GCP data, meaning someone has tried to configure a GCP out-of-cluster allocation.
-		gcp, err := NewCrossClusterProvider("gcp", "aws.json", a.Clientset)
-		if err != nil {
-			klog.Infof("Could not instantiate cross-cluster provider %s", err.Error())
+		athenaErr := svc.GetQueryResultsPages(ip, processResults)
+		if athenaErr != nil {
+			klog.Infof("RETURNING ATHENA ERROR")
+			return nil, athenaErr
 		}
-		gcpOOC, err := gcp.ExternalAllocations(start, end, aggregators, filterType, filterValue, true)
-		if err != nil {
-			klog.Infof("Could not fetch cross-cluster costs %s", err.Error())
+
+		if customPricing.BillingDataDataset != "" && !crossCluster { // There is GCP data, meaning someone has tried to configure a GCP out-of-cluster allocation.
+			gcp, err := NewCrossClusterProvider("gcp", "aws.json", a.Clientset)
+			if err != nil {
+				klog.Infof("Could not instantiate cross-cluster provider %s", err.Error())
+			}
+			gcpOOC, err := gcp.ExternalAllocations(start, end, aggregators, filterType, filterValue, true)
+			if err != nil {
+				klog.Infof("Could not fetch cross-cluster costs %s", err.Error())
+			}
+			oocAllocs = append(oocAllocs, gcpOOC...)
 		}
-		oocAllocs = append(oocAllocs, gcpOOC...)
+	} else {
+		klog.Infof("External Allocations: Athena Query skipped due to missing columns")
 	}
 	return oocAllocs, nil
 }
@@ -2276,3 +2348,15 @@ func (aws *AWS) ParsePVID(id string) string {
 
 	return match[1]
 }
+
+func (aws *AWS) ParseLBID(id string) string {
+	rx := regexp.MustCompile("^([^-]+)-.+$") // Capture "ad9d88195b52a47c89b5055120f28c58" from "ad9d88195b52a47c89b5055120f28c58-1037804914.us-east-2.elb.amazonaws.com"
+	match := rx.FindStringSubmatch(id)
+	if len(match) < 2 {
+		if id != "" {
+			log.Infof("awsprovider.ParseLBID: failed to parse %s, %v", id, match)
+		}
+		return id
+	}
+	return match[1]
+}

pkg/cloud/azureprovider.go

@@ -3,7 +3,6 @@ package cloud
 import (
 	"context"
 	"encoding/csv"
-	"encoding/json"
 	"fmt"
 	"github.com/kubecost/cost-model/pkg/kubecost"
 	"io"
@@ -17,6 +16,7 @@ import (
 	"github.com/kubecost/cost-model/pkg/clustercache"
 	"github.com/kubecost/cost-model/pkg/env"
 	"github.com/kubecost/cost-model/pkg/util"
+	"github.com/kubecost/cost-model/pkg/util/json"
 
 	"github.com/Azure/azure-sdk-for-go/services/compute/mgmt/2017-09-01/skus"
 	"github.com/Azure/azure-sdk-for-go/services/containerservice/mgmt/2018-03-31/containerservice"
@@ -67,8 +67,8 @@ var (
 )
 
 const AzureLayout = "2006-01-02"
-var HeaderStrings = []string{"MeterCategory", "UsageDateTime", "InstanceId", "AdditionalInfo", "Tags", "PreTaxCost", "SubscriptionGuid", "ConsumedService", "ResourceGroup", "ResourceType"}
 
+var HeaderStrings = []string{"MeterCategory", "UsageDateTime", "InstanceId", "AdditionalInfo", "Tags", "PreTaxCost", "SubscriptionGuid", "ConsumedService", "ResourceGroup", "ResourceType"}
 
 var loadedAzureSecret bool = false
 var azureSecret *AzureServiceKey = nil
@@ -221,6 +221,43 @@ func (k *azureKey) ID() string {
 	return ""
 }
 
+func (k *azureKey) GetGPUCount() string {
+	instance, _ := util.GetInstanceType(k.Labels)
+	// Double digits that could get matches lower in logic
+	if strings.Contains(instance, "NC64") {
+		return "4"
+	}
+	if strings.Contains(instance, "ND96") ||
+		strings.Contains(instance, "ND40") {
+		return "8"
+	}
+
+	// Ordered asc because of some series have different gpu counts on different versions
+	if strings.Contains(instance, "NC6") ||
+		strings.Contains(instance, "NC4") ||
+		strings.Contains(instance, "NC8") ||
+		strings.Contains(instance, "NC16") ||
+		strings.Contains(instance, "ND6") ||
+		strings.Contains(instance, "NV12s") ||
+		strings.Contains(instance, "NV6") {
+		return "1"
+	}
+
+	if strings.Contains(instance, "NC12") ||
+		strings.Contains(instance, "ND12") ||
+		strings.Contains(instance, "NV24s") ||
+		strings.Contains(instance, "NV12") {
+		return "2"
+	}
+	if strings.Contains(instance, "NC24") ||
+		strings.Contains(instance, "ND24") ||
+		strings.Contains(instance, "NV48s") ||
+		strings.Contains(instance, "NV24") {
+		return "4"
+	}
+	return "0"
+}
+
 // Represents an azure storage config
 type AzureStorageConfig struct {
 	AccountName   string `json:"azureStorageAccount"`
@@ -243,7 +280,6 @@ type AzureServiceKey struct {
 	ServiceKey     *AzureAppKey `json:"serviceKey"`
 }
 
-
 // Validity check on service key
 func (ask *AzureServiceKey) IsValid() bool {
 	return ask.SubscriptionID != "" &&
@@ -701,7 +737,7 @@ func (az *Azure) NodePricing(key Key) (*Node, error) {
 	if n, ok := az.Pricing[key.Features()]; ok {
 		klog.V(4).Infof("Returning pricing for node %s: %+v from key %s", key, n, key.Features())
 		if key.GPUType() != "" {
-			n.Node.GPU = "1" // TODO: support multiple GPUs
+			n.Node.GPU = key.(*azureKey).GetGPUCount()
 		}
 		return n.Node, nil
 	}
@@ -715,7 +751,7 @@ func (az *Azure) NodePricing(key Key) (*Node, error) {
 			VCPUCost: c.CPU,
 			RAMCost:  c.RAM,
 			GPUCost:  c.GPU,
-			GPU:      "1", // TODO: support multiple GPUs
+			GPU: key.(*azureKey).GetGPUCount(),
 		}, nil
 	}
 	return &Node{
@@ -1041,7 +1077,6 @@ func makeValidJSON(jsonString string) string {
 	return fmt.Sprintf("{%v}", jsonString)
 }
 
-
 // UsageDateTime only contains date information and not time because of this filtering usageDate time is inclusive on start and exclusive on end
 func isValidUsageDateTime(start, end, usageDateTime time.Time) bool {
 	return (usageDateTime.After(start) || usageDateTime.Equal(start)) && usageDateTime.Before(end)
@@ -1114,3 +1149,7 @@ func (az *Azure) ParseID(id string) string {
 func (az *Azure) ParsePVID(id string) string {
 	return id
 }
+
+func (az *Azure) ParseLBID(id string) string {
+	return id
+}

pkg/cloud/csvprovider.go

@@ -69,6 +69,10 @@ func (c *CSVProvider) DownloadPricingData() error {
 	if strings.HasPrefix(c.CSVLocation, "s3://") {
 		region := env.GetCSVRegion()
 		conf := aws.NewConfig().WithRegion(region).WithCredentialsChainVerboseErrors(true)
+		endpoint := env.GetCSVEndpoint()
+		if endpoint != "" {
+			conf = conf.WithEndpoint(endpoint)
+		}
 		s3Client := s3.New(session.New(conf))
 		bucketAndKey := strings.Split(strings.TrimPrefix(c.CSVLocation, "s3://"), "/")
 		if len(bucketAndKey) == 2 {
@@ -370,3 +374,7 @@ func (c *CSVProvider) ParseID(id string) string {
 func (c *CSVProvider) ParsePVID(id string) string {
 	return id
 }
+
+func (c *CSVProvider) ParseLBID(id string) string {
+	return id
+}

pkg/cloud/customprovider.go

@@ -1,7 +1,6 @@
 package cloud
 
 import (
-	"encoding/json"
 	"io"
 	"strconv"
 	"strings"
@@ -9,6 +8,7 @@ import (
 
 	"github.com/kubecost/cost-model/pkg/clustercache"
 	"github.com/kubecost/cost-model/pkg/env"
+	"github.com/kubecost/cost-model/pkg/util/json"
 
 	v1 "k8s.io/api/core/v1"
 )
@@ -319,3 +319,7 @@ func (cp *CustomProvider) ParseID(id string) string {
 func (cp *CustomProvider) ParsePVID(id string) string {
 	return id
 }
+
+func (cp *CustomProvider) ParseLBID(id string) string {
+	return id
+}

pkg/cloud/gcpprovider.go

@@ -2,7 +2,6 @@ package cloud
 
 import (
 	"context"
-	"encoding/json"
 	"fmt"
 	"io"
 	"io/ioutil"
@@ -23,6 +22,7 @@ import (
 	"github.com/kubecost/cost-model/pkg/env"
 	"github.com/kubecost/cost-model/pkg/log"
 	"github.com/kubecost/cost-model/pkg/util"
+	"github.com/kubecost/cost-model/pkg/util/json"
 
 	"golang.org/x/oauth2"
 	"golang.org/x/oauth2/google"
@@ -1482,3 +1482,7 @@ func (gcp *GCP) ParseID(id string) string {
 func (gcp *GCP) ParsePVID(id string) string {
 	return id
 }
+
+func (gcp *GCP) ParseLBID(id string) string {
+	return id
+}

pkg/cloud/provider.go

@@ -240,6 +240,7 @@ type Provider interface {
 	CombinedDiscountForNode(string, bool, float64, float64) float64
 	ParseID(string) string
 	ParsePVID(string) string
+	ParseLBID(string) string
 }
 
 // ClusterName returns the name defined in cluster info, defaulting to the

pkg/cloud/providerconfig.go

@@ -1,7 +1,6 @@
 package cloud
 
 import (
-	"encoding/json"
 	"fmt"
 	"io/ioutil"
 	"reflect"
@@ -11,6 +10,7 @@ import (
 
 	"github.com/kubecost/cost-model/pkg/env"
 	"github.com/kubecost/cost-model/pkg/util"
+	"github.com/kubecost/cost-model/pkg/util/json"
 	"github.com/microcosm-cc/bluemonday"
 
 	"k8s.io/klog"

pkg/clustermanager/clustermanager.go

@@ -2,7 +2,6 @@ package clustermanager
 
 import (
 	"encoding/base64"
-	"encoding/json"
 	"fmt"
 	"io/ioutil"
 	"strings"
@@ -10,6 +9,7 @@ import (
 	"github.com/google/uuid"
 
 	"github.com/kubecost/cost-model/pkg/util"
+	"github.com/kubecost/cost-model/pkg/util/json"
 
 	"k8s.io/klog"
 	"sigs.k8s.io/yaml"

pkg/clustermanager/clustersendpoints.go

@@ -1,7 +1,6 @@
 package clustermanager
 
 import (
-	"encoding/json"
 	"errors"
 	"io/ioutil"
 	"net/http"
@@ -9,6 +8,7 @@ import (
 	"github.com/julienschmidt/httprouter"
 
 	"k8s.io/klog"
+	"github.com/kubecost/cost-model/pkg/util/json"
 )
 
 // DataEnvelope is a generic wrapper struct for http response data

pkg/costmodel/aggregation.go

@@ -1,7 +1,6 @@
 package costmodel
 
 import (
-	"encoding/json"
 	"fmt"
 	"math"
 	"net/http"
@@ -20,6 +19,7 @@ import (
 	"github.com/kubecost/cost-model/pkg/prom"
 	"github.com/kubecost/cost-model/pkg/thanos"
 	"github.com/kubecost/cost-model/pkg/util"
+	"github.com/kubecost/cost-model/pkg/util/json"
 	"github.com/patrickmn/go-cache"
 	prometheusClient "github.com/prometheus/client_golang/api"
 	"k8s.io/klog"
@@ -2114,6 +2114,136 @@ func (a *Accesses) AggregateCostModelHandler(w http.ResponseWriter, r *http.Requ
 	}
 }
 
+// ParseAggregationProperties attempts to parse and return aggregation properties
+// encoded under the given key. If none exist, or if parsing fails, an error
+// is returned with empty Properties.
+func ParseAggregationProperties(qp util.QueryParams, key string) (kubecost.Properties, error) {
+	aggProps := kubecost.Properties{}
+
+	labelMap := make(map[string]string)
+	annotationMap := make(map[string]string)
+	for _, raw := range qp.GetList(key, ",") {
+		fields := strings.Split(raw, ":")
+
+		switch kubecost.ParseProperty(fields[0]) {
+		case kubecost.ClusterProp:
+			aggProps.SetCluster("")
+		case kubecost.NodeProp:
+			aggProps.SetNode("")
+		case kubecost.NamespaceProp:
+			aggProps.SetNamespace("")
+		case kubecost.ControllerKindProp:
+			aggProps.SetControllerKind("")
+		case kubecost.ControllerProp:
+			aggProps.SetController("")
+		case kubecost.PodProp:
+			aggProps.SetPod("")
+		case kubecost.ContainerProp:
+			aggProps.SetContainer("")
+		case kubecost.ServiceProp:
+			aggProps.SetServices([]string{})
+		case kubecost.LabelProp:
+			if len(fields) != 2 {
+				return kubecost.Properties{}, fmt.Errorf("illegal aggregate by label: %s", raw)
+			}
+			label := prom.SanitizeLabelName(strings.TrimSpace(fields[1]))
+			labelMap[label] = ""
+		case kubecost.AnnotationProp:
+			if len(fields) != 2 {
+				return kubecost.Properties{}, fmt.Errorf("illegal aggregate by annotation: %s", raw)
+			}
+			annotation := prom.SanitizeLabelName(strings.TrimSpace(fields[1]))
+			annotationMap[annotation] = ""
+		}
+
+	}
+
+	if len(labelMap) > 0 {
+		aggProps.SetLabels(labelMap)
+	}
+
+	if len(annotationMap) > 0 {
+		aggProps.SetAnnotations(annotationMap)
+	}
+
+	return aggProps, nil
+}
+
+// ComputeAllocationHandler computes an AllocationSetRange from the CostModel.
+func (a *Accesses) ComputeAllocationHandler(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
+	w.Header().Set("Content-Type", "application/json")
+
+	qp := util.NewQueryParams(r.URL.Query())
+
+	// Window is a required field describing the window of time over which to
+	// compute allocation data.
+	window, err := kubecost.ParseWindowWithOffset(qp.Get("window", ""), env.GetParsedUTCOffset())
+	if err != nil {
+		http.Error(w, fmt.Sprintf("Invalid 'window' parameter: %s", err), http.StatusBadRequest)
+	}
+
+	// Step is an optional parameter that defines the duration per-set, i.e.
+	// the window for an AllocationSet, of the AllocationSetRange to be
+	// computed. Defaults to the window size, making one set.
+	step := qp.GetDuration("step", window.Duration())
+
+	// Resolution is an optional parameter, defaulting to the configured ETL
+	// resolution.
+	resolution := qp.GetDuration("resolution", env.GetETLResolution())
+
+	// Aggregation is a required comma-separated list of fields by which to
+	// aggregate results. Some fields allow a sub-field, which is distinguished
+	// with a colon; e.g. "label:app".
+	// Examples: "namespace", "namespace,label:app"
+	aggregateBy, err := ParseAggregationProperties(qp, "aggregate")
+	if err != nil {
+		http.Error(w, fmt.Sprintf("Invalid 'aggregate' parameter: %s", err), http.StatusBadRequest)
+	}
+
+	// Accumulate is an optional parameter, defaulting to false, which if true
+	// sums each Set in the Range, producing one Set.
+	accumulate := qp.GetBool("accumulate", false)
+
+	// Query for AllocationSets in increments of the given step duration,
+	// appending each to the AllocationSetRange.
+	asr := kubecost.NewAllocationSetRange()
+	stepStart := *window.Start()
+	for window.End().After(stepStart) {
+		stepEnd := stepStart.Add(step)
+		stepWindow := kubecost.NewWindow(&stepStart, &stepEnd)
+
+		as, err := a.Model.ComputeAllocation(*stepWindow.Start(), *stepWindow.End(), resolution)
+		if err != nil {
+			WriteError(w, InternalServerError(err.Error()))
+			return
+		}
+		asr.Append(as)
+
+		stepStart = stepEnd
+	}
+
+	// Aggregate, if requested
+	if len(aggregateBy) > 0 {
+		err = asr.AggregateBy(aggregateBy, nil)
+		if err != nil {
+			WriteError(w, InternalServerError(err.Error()))
+			return
+		}
+	}
+
+	// Accumulate, if requested
+	if accumulate {
+		as, err := asr.Accumulate()
+		if err != nil {
+			WriteError(w, InternalServerError(err.Error()))
+			return
+		}
+		asr = kubecost.NewAllocationSetRange(as)
+	}
+
+	w.Write(WrapData(asr, nil))
+}
+
 // The below was transferred from a different package in order to maintain
 // previous behavior. Ultimately, we should clean this up at some point.
 // TODO move to util and/or standardize everything

pkg/costmodel/allocation.go

@@ -813,21 +813,21 @@ func applyNetworkAllocation(podMap map[podKey]*Pod, resNetworkGiB []*prom.QueryR
 	}
 }
 
-func resToNamespaceLabels(resNamespaceLabels []*prom.QueryResult) map[string]map[string]string {
-	namespaceLabels := map[string]map[string]string{}
+func resToNamespaceLabels(resNamespaceLabels []*prom.QueryResult) map[namespaceKey]map[string]string {
+	namespaceLabels := map[namespaceKey]map[string]string{}
 
 	for _, res := range resNamespaceLabels {
-		namespace, err := res.GetString("namespace")
+		nsKey, err := resultNamespaceKey(res, "cluster_id", "namespace")
 		if err != nil {
 			continue
 		}
 
-		if _, ok := namespaceLabels[namespace]; !ok {
-			namespaceLabels[namespace] = map[string]string{}
+		if _, ok := namespaceLabels[nsKey]; !ok {
+			namespaceLabels[nsKey] = map[string]string{}
 		}
 
 		for k, l := range res.GetLabels() {
-			namespaceLabels[namespace][k] = l
+			namespaceLabels[nsKey][k] = l
 		}
 	}
 
@@ -897,8 +897,8 @@ func resToPodAnnotations(resPodAnnotations []*prom.QueryResult) map[podKey]map[s
 	return podAnnotations
 }
 
-func applyLabels(podMap map[podKey]*Pod, namespaceLabels map[string]map[string]string, podLabels map[podKey]map[string]string) {
-	for key, pod := range podMap {
+func applyLabels(podMap map[podKey]*Pod, namespaceLabels map[namespaceKey]map[string]string, podLabels map[podKey]map[string]string) {
+	for podKey, pod := range podMap {
 		for _, alloc := range pod.Allocations {
 			allocLabels, err := alloc.Properties.GetLabels()
 			if err != nil {
@@ -907,12 +907,13 @@ func applyLabels(podMap map[podKey]*Pod, namespaceLabels map[string]map[string]s
 
 			// Apply namespace labels first, then pod labels so that pod labels
 			// overwrite namespace labels.
-			if labels, ok := namespaceLabels[key.Namespace]; ok {
+			nsKey := newNamespaceKey(podKey.Cluster, podKey.Namespace)
+			if labels, ok := namespaceLabels[nsKey]; ok {
 				for k, v := range labels {
 					allocLabels[k] = v
 				}
 			}
-			if labels, ok := podLabels[key]; ok {
+			if labels, ok := podLabels[podKey]; ok {
 				for k, v := range labels {
 					allocLabels[k] = v
 				}

pkg/costmodel/cluster.go

@@ -389,6 +389,7 @@ type Node struct {
 	CPUCost         float64
 	CPUCores        float64
 	GPUCost         float64
+	GPUCount        float64
 	RAMCost         float64
 	RAMBytes        float64
 	Discount        float64
@@ -449,7 +450,8 @@ func ClusterNodes(cp cloud.Provider, client prometheus.Client, duration, offset
 	queryNodeCPUCores := fmt.Sprintf(`avg_over_time(avg(kube_node_status_capacity_cpu_cores) by (cluster_id, node)[%s:%dm]%s)`, durationStr, minsPerResolution, offsetStr)
 	queryNodeRAMCost := fmt.Sprintf(`sum_over_time((avg(kube_node_status_capacity_memory_bytes) by (cluster_id, node) * on(cluster_id, node) group_right avg(node_ram_hourly_cost) by (cluster_id, node, instance_type, provider_id))[%s:%dm]%s) / 1024 / 1024 / 1024 * %f`, durationStr, minsPerResolution, offsetStr, hourlyToCumulative)
 	queryNodeRAMBytes := fmt.Sprintf(`avg_over_time(avg(kube_node_status_capacity_memory_bytes) by (cluster_id, node)[%s:%dm]%s)`, durationStr, minsPerResolution, offsetStr)
-	queryNodeGPUCost := fmt.Sprintf(`sum_over_time((avg(node_gpu_hourly_cost * %d.0 / 60.0) by (cluster_id, node, provider_id))[%s:%dm]%s)`, minsPerResolution, durationStr, minsPerResolution, offsetStr)
+	queryNodeGPUCount := fmt.Sprintf(`avg_over_time(avg(node_gpu_count) by (cluster_id, node, provider_id)[%s:%dm]%s)`, durationStr, minsPerResolution, offsetStr)
+	queryNodeGPUHourlySum := fmt.Sprintf(`sum_over_time(avg(node_gpu_hourly_cost) by (cluster_id, node, instance_type, provider_id)[%s:%dm]%s) * %f`, durationStr, minsPerResolution, offsetStr, hourlyToCumulative)
 	queryNodeCPUModeTotal := fmt.Sprintf(`sum(rate(node_cpu_seconds_total[%s:%dm]%s)) by (kubernetes_node, cluster_id, mode)`, durationStr, minsPerResolution, offsetStr)
 	queryNodeRAMSystemPct := fmt.Sprintf(`sum(sum_over_time(container_memory_working_set_bytes{container_name!="POD",container_name!="",namespace="kube-system"}[%s:%dm]%s)) by (instance, cluster_id) / avg(label_replace(sum(sum_over_time(kube_node_status_capacity_memory_bytes[%s:%dm]%s)) by (node, cluster_id), "instance", "$1", "node", "(.*)")) by (instance, cluster_id)`, durationStr, minsPerResolution, offsetStr, durationStr, minsPerResolution, offsetStr)
 	queryNodeRAMUserPct := fmt.Sprintf(`sum(sum_over_time(container_memory_working_set_bytes{container_name!="POD",container_name!="",namespace!="kube-system"}[%s:%dm]%s)) by (instance, cluster_id) / avg(label_replace(sum(sum_over_time(kube_node_status_capacity_memory_bytes[%s:%dm]%s)) by (node, cluster_id), "instance", "$1", "node", "(.*)")) by (instance, cluster_id)`, durationStr, minsPerResolution, offsetStr, durationStr, minsPerResolution, offsetStr)
@@ -462,7 +464,8 @@ func ClusterNodes(cp cloud.Provider, client prometheus.Client, duration, offset
 	resChNodeCPUCores := requiredCtx.Query(queryNodeCPUCores)
 	resChNodeRAMCost := requiredCtx.Query(queryNodeRAMCost)
 	resChNodeRAMBytes := requiredCtx.Query(queryNodeRAMBytes)
-	resChNodeGPUCost := requiredCtx.Query(queryNodeGPUCost)
+	resChNodeGPUCount := requiredCtx.Query(queryNodeGPUCount)
+	resChNodeGPUHourlySum := requiredCtx.Query(queryNodeGPUHourlySum)
 	resChActiveMins := requiredCtx.Query(queryActiveMins)
 	resChIsSpot := requiredCtx.Query(queryIsSpot)
 
@@ -474,7 +477,8 @@ func ClusterNodes(cp cloud.Provider, client prometheus.Client, duration, offset
 
 	resNodeCPUCost, _ := resChNodeCPUCost.Await()
 	resNodeCPUCores, _ := resChNodeCPUCores.Await()
-	resNodeGPUCost, _ := resChNodeGPUCost.Await()
+	resNodeGPUCount, _ := resChNodeGPUCount.Await()
+	resNodeGPUHourlySum, _ := resChNodeGPUHourlySum.Await()
 	resNodeRAMCost, _ := resChNodeRAMCost.Await()
 	resNodeRAMBytes, _ := resChNodeRAMBytes.Await()
 	resIsSpot, _ := resChIsSpot.Await()
@@ -497,9 +501,11 @@ func ClusterNodes(cp cloud.Provider, client prometheus.Client, duration, offset
 		return nil, requiredCtx.ErrorCollection()
 	}
 
+	gpuCountMap := buildGPUCountMap(resNodeGPUCount, cp.ParseID)
+
 	cpuCostMap, clusterAndNameToType1 := buildCPUCostMap(resNodeCPUCost, cp.ParseID)
 	ramCostMap, clusterAndNameToType2 := buildRAMCostMap(resNodeRAMCost, cp.ParseID)
-	gpuCostMap, clusterAndNameToType3 := buildGPUCostMap(resNodeGPUCost, cp.ParseID)
+	gpuCostMap, clusterAndNameToType3 := buildGPUCostMap(resNodeGPUHourlySum, gpuCountMap, cp.ParseID)
 
 	clusterAndNameToTypeIntermediate := mergeTypeMaps(clusterAndNameToType1, clusterAndNameToType2)
 	clusterAndNameToType := mergeTypeMaps(clusterAndNameToTypeIntermediate, clusterAndNameToType3)
@@ -517,7 +523,7 @@ func ClusterNodes(cp cloud.Provider, client prometheus.Client, duration, offset
 	labelsMap := buildLabelsMap(resLabels)
 
 	nodeMap := buildNodeMap(
-		cpuCostMap, ramCostMap, gpuCostMap,
+		cpuCostMap, ramCostMap, gpuCostMap, gpuCountMap,
 		cpuCoresMap, ramBytesMap, ramUserPctMap,
 		ramSystemPctMap,
 		cpuBreakdownMap,
@@ -581,8 +587,8 @@ func ClusterLoadBalancers(cp cloud.Provider, client prometheus.Client, duration,
 	hourlyToCumulative := float64(minsPerResolution) * (1.0 / 60.0)
 
 	ctx := prom.NewContext(client)
-	queryLBCost := fmt.Sprintf(`sum_over_time((avg(kubecost_load_balancer_cost) by (namespace, service_name, cluster_id))[%s:%dm]%s) * %f`, durationStr, minsPerResolution, offsetStr, hourlyToCumulative)
-	queryActiveMins := fmt.Sprintf(`count(kubecost_load_balancer_cost) by (namespace, service_name, cluster_id)[%s:%dm]%s`, durationStr, minsPerResolution, offsetStr)
+	queryLBCost := fmt.Sprintf(`sum_over_time((avg(kubecost_load_balancer_cost) by (namespace, service_name, cluster_id, ingress_ip))[%s:%dm]%s) * %f`, durationStr, minsPerResolution, offsetStr, hourlyToCumulative)
+	queryActiveMins := fmt.Sprintf(`count(kubecost_load_balancer_cost) by (namespace, service_name, cluster_id, ingress_ip)[%s:%dm]%s`, durationStr, minsPerResolution, offsetStr)
 
 	resChLBCost := ctx.Query(queryLBCost)
 	resChActiveMins := ctx.Query(queryActiveMins)
@@ -611,17 +617,27 @@ func ClusterLoadBalancers(cp cloud.Provider, client prometheus.Client, duration,
 			log.Warningf("ClusterLoadBalancers: LB cost data missing service_name")
 			continue
 		}
-		providerID := ""
+		providerID, err := result.GetString("ingress_ip")
+		if err != nil {
+			log.Warningf("ClusterLoadBalancers: LB cost data missing ingress_ip")
+			providerID = ""
+		}
 		lbCost := result.Values[0].Value
 
+
 		key := fmt.Sprintf("%s/%s/%s", cluster, namespace, serviceName)
 		if _, ok := loadBalancerMap[key]; !ok {
 			loadBalancerMap[key] = &LoadBalancer{
 				Cluster:    cluster,
 				Name:       namespace + "/" + serviceName,
-				ProviderID: providerID, // cp.ParseID(providerID) if providerID does get recorded later
+				ProviderID: cp.ParseLBID(providerID),
 			}
 		}
+		// Fill in Provider ID if it is available and missing in the loadBalancerMap
+		// Prevents there from being a duplicate LoadBalancers on the same day
+		if providerID != "" && loadBalancerMap[key].ProviderID == ""{
+			loadBalancerMap[key].ProviderID = providerID
+		}
 		loadBalancerMap[key].Cost += lbCost
 	}
 

pkg/costmodel/cluster_helpers.go

@@ -118,6 +118,7 @@ func buildRAMCostMap(
 
 func buildGPUCostMap(
 	resNodeGPUCost []*prom.QueryResult,
+	gpuCountMap map[NodeIdentifier]float64,
 	providerIDParser func(string) string,
 ) (
 	map[NodeIdentifier]float64,
@@ -156,12 +157,54 @@ func buildGPUCostMap(
 
 		clusterAndNameToType[keyNon] = nodeType
 
-		gpuCostMap[key] = gpuCost
+		// If gpu count is available use it to multiply gpu cost
+		if value, ok := gpuCountMap[key]; ok && value != 0 {
+			gpuCostMap[key] = gpuCost * value
+		} else {
+			gpuCostMap[key] = gpuCost
+		}
+
 	}
 
 	return gpuCostMap, clusterAndNameToType
 }
 
+func buildGPUCountMap(
+	resNodeGPUCount []*prom.QueryResult,
+	providerIDParser func(string) string,
+) (
+	map[NodeIdentifier]float64,
+) {
+
+	gpuCountMap := make(map[NodeIdentifier]float64)
+
+	for _, result := range resNodeGPUCount {
+		cluster, err := result.GetString("cluster_id")
+		if err != nil {
+			cluster = env.GetClusterID()
+		}
+
+		name, err := result.GetString("node")
+		if err != nil {
+			log.Warningf("ClusterNodes: GPU count data missing node")
+			continue
+		}
+
+		gpuCount := result.Values[0].Value
+		providerID, _ := result.GetString("provider_id")
+
+
+		key := NodeIdentifier{
+			Cluster:    cluster,
+			Name:       name,
+			ProviderID: providerIDParser(providerID),
+		}
+		gpuCountMap[key] = gpuCount
+	}
+
+	return gpuCountMap
+}
+
 func buildCPUCoresMap(
 	resNodeCPUCores []*prom.QueryResult,
 	clusterAndNameToType map[nodeIdentifierNoProviderID]string,
@@ -572,7 +615,7 @@ func checkForKeyAndInitIfMissing(
 // the node map, but this would introduce a roughly quadratic time
 // complexity.
 func buildNodeMap(
-	cpuCostMap, ramCostMap, gpuCostMap map[NodeIdentifier]float64,
+	cpuCostMap, ramCostMap, gpuCostMap, gpuCountMap map[NodeIdentifier]float64,
 	cpuCoresMap, ramBytesMap, ramUserPctMap,
 	ramSystemPctMap map[nodeIdentifierNoProviderID]float64,
 	cpuBreakdownMap map[nodeIdentifierNoProviderID]*ClusterCostsBreakdown,
@@ -601,6 +644,11 @@ func buildNodeMap(
 		nodeMap[id].GPUCost = cost
 	}
 
+	for id, count := range gpuCountMap {
+		checkForKeyAndInitIfMissing(nodeMap, id, clusterAndNameToType)
+		nodeMap[id].GPUCount = count
+	}
+
 	for id, preemptible := range preemptibleMap {
 		checkForKeyAndInitIfMissing(nodeMap, id, clusterAndNameToType)
 		nodeMap[id].Preemptible = preemptible

pkg/costmodel/cluster_helpers_test.go

@@ -1,6 +1,8 @@
 package costmodel
 
 import (
+	"github.com/kubecost/cost-model/pkg/prom"
+	"github.com/kubecost/cost-model/pkg/util"
 	"reflect"
 	"testing"
 	"time"
@@ -38,7 +40,7 @@ func TestMergeTypeMaps(t *testing.T) {
 			},
 		},
 		{
-			name: "map2 empty",
+			name: "map1 empty",
 			map1: map[nodeIdentifierNoProviderID]string{},
 			map2: map[nodeIdentifierNoProviderID]string{
 				nodeIdentifierNoProviderID{
@@ -118,11 +120,13 @@ func TestMergeTypeMaps(t *testing.T) {
 	}
 
 	for _, testCase := range cases {
-		result := mergeTypeMaps(testCase.map1, testCase.map2)
+		t.Run(testCase.name, func(t *testing.T) {
+			result := mergeTypeMaps(testCase.map1, testCase.map2)
 
-		if !reflect.DeepEqual(result, testCase.expected) {
-			t.Errorf("mergeTypeMaps case %s failed. Got %+v but expected %+v", testCase.name, result, testCase.expected)
-		}
+			if !reflect.DeepEqual(result, testCase.expected) {
+				t.Errorf("mergeTypeMaps case %s failed. Got %+v but expected %+v", testCase.name, result, testCase.expected)
+			}
+		})
 	}
 }
 
@@ -132,6 +136,7 @@ func TestBuildNodeMap(t *testing.T) {
 		cpuCostMap           map[NodeIdentifier]float64
 		ramCostMap           map[NodeIdentifier]float64
 		gpuCostMap           map[NodeIdentifier]float64
+		gpuCountMap          map[NodeIdentifier]float64
 		cpuCoresMap          map[nodeIdentifierNoProviderID]float64
 		ramBytesMap          map[nodeIdentifierNoProviderID]float64
 		ramUserPctMap        map[nodeIdentifierNoProviderID]float64
@@ -308,6 +313,23 @@ func TestBuildNodeMap(t *testing.T) {
 					ProviderID: "prov_node2_A",
 				}: 3.1,
 			},
+			gpuCountMap: map[NodeIdentifier]float64{
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node1",
+					ProviderID: "prov_node1_A",
+				}: 1.0,
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node1",
+					ProviderID: "prov_node1_B",
+				}: 1.0,
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node2",
+					ProviderID: "prov_node2_A",
+				}: 2.0,
+			},
 			cpuCoresMap: map[nodeIdentifierNoProviderID]float64{
 				nodeIdentifierNoProviderID{
 					Cluster: "cluster1",
@@ -450,6 +472,7 @@ func TestBuildNodeMap(t *testing.T) {
 					RAMCost:    0.09,
 					GPUCost:    0.8,
 					CPUCores:   2.0,
+					GPUCount:   1.0,
 					RAMBytes:   2048.0,
 					RAMBreakdown: &ClusterCostsBreakdown{
 						User:   30.0,
@@ -481,6 +504,7 @@ func TestBuildNodeMap(t *testing.T) {
 					RAMCost:    0.3,
 					GPUCost:    1.4,
 					CPUCores:   2.0,
+					GPUCount:   1.0,
 					RAMBytes:   2048.0,
 					RAMBreakdown: &ClusterCostsBreakdown{
 						User:   30.0,
@@ -512,6 +536,7 @@ func TestBuildNodeMap(t *testing.T) {
 					RAMCost:    0.024,
 					GPUCost:    3.1,
 					CPUCores:   5.0,
+					GPUCount:   2.0,
 					RAMBytes:   6303.0,
 					RAMBreakdown: &ClusterCostsBreakdown{
 						User:   42.6,
@@ -649,25 +674,186 @@ func TestBuildNodeMap(t *testing.T) {
 	}
 
 	for _, testCase := range cases {
+		t.Run(testCase.name, func(t *testing.T) {
+			result := buildNodeMap(
+				testCase.cpuCostMap, testCase.ramCostMap, testCase.gpuCostMap, testCase.gpuCountMap,
+				testCase.cpuCoresMap, testCase.ramBytesMap, testCase.ramUserPctMap,
+				testCase.ramSystemPctMap,
+				testCase.cpuBreakdownMap,
+				testCase.activeDataMap,
+				testCase.preemptibleMap,
+				testCase.labelsMap,
+				testCase.clusterAndNameToType,
+			)
 
-		result := buildNodeMap(
-			testCase.cpuCostMap, testCase.ramCostMap, testCase.gpuCostMap,
-			testCase.cpuCoresMap, testCase.ramBytesMap, testCase.ramUserPctMap,
-			testCase.ramSystemPctMap,
-			testCase.cpuBreakdownMap,
-			testCase.activeDataMap,
-			testCase.preemptibleMap,
-			testCase.labelsMap,
-			testCase.clusterAndNameToType,
-		)
+			if !reflect.DeepEqual(result, testCase.expected) {
+				t.Errorf("buildNodeMap case %s failed. Got %+v but expected %+v", testCase.name, result, testCase.expected)
 
-		if !reflect.DeepEqual(result, testCase.expected) {
-			t.Errorf("buildNodeMap case %s failed. Got %+v but expected %+v", testCase.name, result, testCase.expected)
+				// Use spew because we have to follow pointers to figure out
+				// what isn't matching up
+				t.Logf("Got: %s", spew.Sdump(result))
+				t.Logf("Expected: %s", spew.Sdump(testCase.expected))
+			}
+		})
+	}
+}
 
-			// Use spew because we have to follow pointers to figure out
-			// what isn't matching up
-			t.Logf("Got: %s", spew.Sdump(result))
-			t.Logf("Expected: %s", spew.Sdump(testCase.expected))
-		}
+func TestBuildGPUCostMap(t *testing.T) {
+	providerIDParser := func(s string) string { return s }
+	cases := []struct {
+		name       string
+		promResult []*prom.QueryResult
+		countMap   map[NodeIdentifier]float64
+		expected   map[NodeIdentifier]float64
+	}{
+		{
+			name: "All Zeros",
+			promResult: []*prom.QueryResult{
+				{
+					Metric: map[string]interface{}{
+						"cluster_id": "cluster1",
+						"node": "node1",
+						"instance_type":"type1",
+						"provider_id": "provider1",
+					},
+					Values: []*util.Vector{
+						&util.Vector{
+							Timestamp: 0,
+							Value: 0,
+						},
+					},
+				},
+			},
+			countMap: map[NodeIdentifier]float64{
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node1",
+					ProviderID: "provider1",
+				}: 0,
+			},
+			expected: map[NodeIdentifier]float64{
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node1",
+					ProviderID: "provider1",
+				}: 0,
+			},
+		},
+		{
+			name: "Zero Node Count",
+			promResult: []*prom.QueryResult{
+				{
+					Metric: map[string]interface{}{
+						"cluster_id": "cluster1",
+						"node": "node1",
+						"instance_type":"type1",
+						"provider_id": "provider1",
+					},
+					Values: []*util.Vector{
+						&util.Vector{
+							Timestamp: 0,
+							Value: 2,
+						},
+					},
+				},
+			},
+			countMap: map[NodeIdentifier]float64{
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node1",
+					ProviderID: "provider1",
+				}: 0,
+			},
+			expected: map[NodeIdentifier]float64{
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node1",
+					ProviderID: "provider1",
+				}: 2,
+			},
+		},
+		{
+			name: "Missing Node Count",
+			promResult: []*prom.QueryResult{
+				{
+					Metric: map[string]interface{}{
+						"cluster_id": "cluster1",
+						"node": "node1",
+						"instance_type":"type1",
+						"provider_id": "provider1",
+					},
+					Values: []*util.Vector{
+						&util.Vector{
+							Timestamp: 0,
+							Value: 2,
+						},
+					},
+				},
+			},
+			countMap: map[NodeIdentifier]float64{},
+			expected: map[NodeIdentifier]float64{
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node1",
+					ProviderID: "provider1",
+				}: 2,
+			},
+		},
+		{
+			name: "missing cost data",
+			promResult: []*prom.QueryResult{
+				{},
+			},
+			countMap: map[NodeIdentifier]float64{
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node1",
+					ProviderID: "provider1",
+				}: 0,
+			},
+			expected: map[NodeIdentifier]float64{},
+		},
+		{
+			name: "All values present",
+			promResult: []*prom.QueryResult{
+				{
+					Metric: map[string]interface{}{
+						"cluster_id": "cluster1",
+						"node": "node1",
+						"instance_type":"type1",
+						"provider_id": "provider1",
+					},
+					Values: []*util.Vector{
+						&util.Vector{
+							Timestamp: 0,
+							Value: 2,
+						},
+					},
+				},
+			},
+			countMap: map[NodeIdentifier]float64{
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node1",
+					ProviderID: "provider1",
+				}: 2,
+			},
+			expected: map[NodeIdentifier]float64{
+				NodeIdentifier{
+					Cluster:    "cluster1",
+					Name:       "node1",
+					ProviderID: "provider1",
+				}: 4,
+			},
+		},
+	}
+
+	for _, testCase := range cases {
+		t.Run(testCase.name, func(t *testing.T) {
+			result, _ := buildGPUCostMap(testCase.promResult, testCase.countMap, providerIDParser)
+			if !reflect.DeepEqual(result, testCase.expected) {
+				t.Errorf("buildGPUCostMap case %s failed. Got %+v but expected %+v", testCase.name, result, testCase.expected)
+			}
+		})
 	}
 }

pkg/costmodel/costmodel.go

@@ -1226,7 +1226,13 @@ func (cm *CostModel) GetLBCost(cp costAnalyzerCloud.Provider) (map[string]*costA
 			}
 			newLoadBalancer := *loadBalancer
 			for _, loadBalancerIngress := range service.Status.LoadBalancer.Ingress {
-				newLoadBalancer.IngressIPAddresses = append(newLoadBalancer.IngressIPAddresses, loadBalancerIngress.IP)
+				address := loadBalancerIngress.IP
+				// Some cloud providers use hostname rather than IP
+				if address == "" {
+					address = loadBalancerIngress.Hostname
+				}
+				newLoadBalancer.IngressIPAddresses = append(newLoadBalancer.IngressIPAddresses, address)
+
 			}
 			loadBalancerMap[key] = &newLoadBalancer
 		}

pkg/costmodel/metrics.go

@@ -545,6 +545,7 @@ var (
 	cpuGv                      *prometheus.GaugeVec
 	ramGv                      *prometheus.GaugeVec
 	gpuGv                      *prometheus.GaugeVec
+	gpuCountGv                 *prometheus.GaugeVec
 	pvGv                       *prometheus.GaugeVec
 	spotGv                     *prometheus.GaugeVec
 	totalGv                    *prometheus.GaugeVec
@@ -577,6 +578,11 @@ func initCostModelMetrics(clusterCache clustercache.ClusterCache, provider cloud
 			Help: "node_gpu_hourly_cost hourly cost for each gpu on this node",
 		}, []string{"instance", "node", "instance_type", "region", "provider_id"})
 
+		gpuCountGv = prometheus.NewGaugeVec(prometheus.GaugeOpts{
+			Name: "node_gpu_count",
+			Help: "node_gpu_count count of gpu on this node",
+		}, []string{"instance", "node", "instance_type", "region", "provider_id"})
+
 		pvGv = prometheus.NewGaugeVec(prometheus.GaugeOpts{
 			Name: "pv_hourly_cost",
 			Help: "pv_hourly_cost Cost per GB per hour on a persistent disk",
@@ -638,7 +644,7 @@ func initCostModelMetrics(clusterCache clustercache.ClusterCache, provider cloud
 		}, []string{"ingress_ip", "namespace", "service_name"}) // assumes one ingress IP per load balancer
 
 		// Register cost-model metrics for emission
-		prometheus.MustRegister(cpuGv, ramGv, gpuGv, totalGv, pvGv, spotGv)
+		prometheus.MustRegister(cpuGv, ramGv, gpuGv, gpuCountGv, totalGv, pvGv, spotGv)
 		prometheus.MustRegister(ramAllocGv, cpuAllocGv, gpuAllocGv, pvAllocGv)
 		prometheus.MustRegister(networkZoneEgressCostG, networkRegionEgressCostG, networkInternetEgressCostG)
 		prometheus.MustRegister(clusterManagementCostGv, lbCostGv)
@@ -689,6 +695,7 @@ type CostModelMetricsEmitter struct {
 	RAMPriceRecorder              *prometheus.GaugeVec
 	PersistentVolumePriceRecorder *prometheus.GaugeVec
 	GPUPriceRecorder              *prometheus.GaugeVec
+	GPUCountRecorder              *prometheus.GaugeVec
 	PVAllocationRecorder          *prometheus.GaugeVec
 	NodeSpotRecorder              *prometheus.GaugeVec
 	NodeTotalPriceRecorder        *prometheus.GaugeVec
@@ -720,6 +727,7 @@ func NewCostModelMetricsEmitter(promClient promclient.Client, clusterCache clust
 		CPUPriceRecorder:              cpuGv,
 		RAMPriceRecorder:              ramGv,
 		GPUPriceRecorder:              gpuGv,
+		GPUCountRecorder:              gpuCountGv,
 		PersistentVolumePriceRecorder: pvGv,
 		NodeSpotRecorder:              spotGv,
 		NodeTotalPriceRecorder:        totalGv,
@@ -886,6 +894,7 @@ func (cmme *CostModelMetricsEmitter) Start() bool {
 				cmme.CPUPriceRecorder.WithLabelValues(nodeName, nodeName, nodeType, nodeRegion, node.ProviderID).Set(cpuCost)
 				cmme.RAMPriceRecorder.WithLabelValues(nodeName, nodeName, nodeType, nodeRegion, node.ProviderID).Set(ramCost)
 				cmme.GPUPriceRecorder.WithLabelValues(nodeName, nodeName, nodeType, nodeRegion, node.ProviderID).Set(gpuCost)
+				cmme.GPUCountRecorder.WithLabelValues(nodeName, nodeName, nodeType, nodeRegion, node.ProviderID).Set(gpu)
 				cmme.NodeTotalPriceRecorder.WithLabelValues(nodeName, nodeName, nodeType, nodeRegion, node.ProviderID).Set(totalCost)
 				if node.IsSpot() {
 					cmme.NodeSpotRecorder.WithLabelValues(nodeName, nodeName, nodeType, nodeRegion, node.ProviderID).Set(1.0)
@@ -1017,6 +1026,12 @@ func (cmme *CostModelMetricsEmitter) Start() bool {
 					} else {
 						klog.Infof("FAILURE TO REMOVE %s from gpuprice", labelString)
 					}
+					ok = cmme.GPUCountRecorder.DeleteLabelValues(labels...)
+					if ok {
+						klog.V(4).Infof("removed %s from gpucount", labelString)
+					} else {
+						klog.Infof("FAILURE TO REMOVE %s from gpucount", labelString)
+					}
 					ok = cmme.RAMPriceRecorder.DeleteLabelValues(labels...)
 					if ok {
 						klog.V(4).Infof("removed %s from ramprice", labelString)

pkg/costmodel/router.go

@@ -2,7 +2,6 @@ package costmodel
 
 import (
 	"context"
-	"encoding/json"
 	"flag"
 	"fmt"
 	"net/http"
@@ -28,6 +27,7 @@ import (
 	"github.com/kubecost/cost-model/pkg/log"
 	"github.com/kubecost/cost-model/pkg/prom"
 	"github.com/kubecost/cost-model/pkg/thanos"
+	"github.com/kubecost/cost-model/pkg/util/json"
 	prometheus "github.com/prometheus/client_golang/api"
 	prometheusClient "github.com/prometheus/client_golang/api"
 	prometheusAPI "github.com/prometheus/client_golang/api/prometheus/v1"
@@ -1070,6 +1070,7 @@ func Initialize(additionalConfigWatchers ...ConfigWatchers) *Accesses {
 	a.Router.GET("/costDataModel", a.CostDataModel)
 	a.Router.GET("/costDataModelRange", a.CostDataModelRange)
 	a.Router.GET("/aggregatedCostModel", a.AggregateCostModelHandler)
+	a.Router.GET("/allocation/compute", a.ComputeAllocationHandler)
 	a.Router.GET("/outOfClusterCosts", a.OutOfClusterCostsWithCache)
 	a.Router.GET("/allNodePricing", a.GetAllNodePricing)
 	a.Router.POST("/refreshPricing", a.RefreshPricingData)

pkg/costmodel/sql.go

@@ -2,7 +2,6 @@ package costmodel
 
 import (
 	"database/sql"
-	"encoding/json"
 	"fmt"
 	"time"
 
@@ -11,6 +10,7 @@ import (
 	costAnalyzerCloud "github.com/kubecost/cost-model/pkg/cloud"
 	"github.com/kubecost/cost-model/pkg/env"
 	"github.com/kubecost/cost-model/pkg/util"
+	"github.com/kubecost/cost-model/pkg/util/json"
 
 	_ "github.com/lib/pq"
 )

pkg/env/costmodelenv.go

@@ -30,6 +30,7 @@ const (
 	SQLAddressEnvVar               = "SQL_ADDRESS"
 	UseCSVProviderEnvVar           = "USE_CSV_PROVIDER"
 	CSVRegionEnvVar                = "CSV_REGION"
+	CSVEndpointEnvVar 			   = "CSV_ENDPOINT"
 	CSVPathEnvVar                  = "CSV_PATH"
 	ConfigPathEnvVar               = "CONFIG_PATH"
 	CloudProviderAPIKeyEnvVar      = "CLOUD_PROVIDER_API_KEY"
@@ -64,13 +65,14 @@ const (
 	CacheWarmingEnabledEnvVar    = "CACHE_WARMING_ENABLED"
 	ETLEnabledEnvVar             = "ETL_ENABLED"
 	ETLMaxBatchHours             = "ETL_MAX_BATCH_HOURS"
+	ETLResolutionSeconds         = "ETL_RESOLUTION_SECONDS"
 	LegacyExternalAPIDisabledVar = "LEGACY_EXTERNAL_API_DISABLED"
 )
 
 // GetAWSAccessKeyID returns the environment variable value for AWSAccessKeyIDEnvVar which represents
 // the AWS access key for authentication
 func GetAppVersion() string {
-	return Get(AppVersionEnvVar, "1.76.0")
+	return Get(AppVersionEnvVar, "1.77.0")
 }
 
 // IsEmitNamespaceAnnotationsMetric returns true if cost-model is configured to emit the kube_namespace_annotations metric
@@ -173,6 +175,12 @@ func GetCSVRegion() string {
 	return Get(CSVRegionEnvVar, "")
 }
 
+// GetCSVEndpoint returns the environment variable value for CSVEndpointEnvVar which represents the
+// endpoint configured for a S3 CSV provider another than AWS S3.
+func GetCSVEndpoint() string {
+	return Get(CSVEndpointEnvVar, "")
+}
+
 // GetCSVPath returns the environment variable value for CSVPathEnvVar which represents the key path
 // configured for a CSV provider.
 func GetCSVPath() string {
@@ -349,6 +357,22 @@ func GetETLMaxBatchDuration() time.Duration {
 	return hrs * time.Hour
 }
 
+// GetETLResolution determines the resolution of ETL queries. The smaller the
+// duration, the higher the resolution; the higher the resolution, the more
+// accurate the query results, but the more computationally expensive. This
+// value is always 1m for Prometheus, but is configurable for Thanos.
+func GetETLResolution() time.Duration {
+	// If Thanos is not enabled, hard-code to 1m resolution
+	if !IsThanosEnabled() {
+		return 60 * time.Second
+	}
+
+	// Thanos is enabled, so use the configured ETL resolution, or default to
+	// 5m (i.e. 300s)
+	secs := time.Duration(GetInt64(ETLResolutionSeconds, 300))
+	return secs * time.Second
+}
+
 func LegacyExternalCostsAPIDisabled() bool {
 	return GetBool(LegacyExternalAPIDisabledVar, false)
 }

pkg/kubecost/allocation.go

@@ -2,7 +2,6 @@ package kubecost
 
 import (
 	"bytes"
-	"encoding/json"
 	"fmt"
 	"sort"
 	"strings"
@@ -11,6 +10,7 @@ import (
 
 	"github.com/kubecost/cost-model/pkg/log"
 	"github.com/kubecost/cost-model/pkg/util"
+	"github.com/kubecost/cost-model/pkg/util/json"
 )
 
 // TODO Clean-up use of IsEmpty; nil checks should be separated for safety.
@@ -257,7 +257,7 @@ func (a *Allocation) PVBytes() float64 {
 	return a.PVByteHours / (a.Minutes() / 60.0)
 }
 
-// MarshalJSON implements json.Marshal interface
+// MarshalJSON implements json.Marshaler interface
 func (a *Allocation) MarshalJSON() ([]byte, error) {
 	buffer := bytes.NewBufferString("{")
 	jsonEncodeString(buffer, "name", a.Name, ",")
@@ -772,10 +772,7 @@ func (as *AllocationSet) AggregateBy(properties Properties, options *AllocationA
 		}
 
 		// (5) generate key to use for aggregation-by-key and allocation name
-		key, err := alloc.generateKey(properties)
-		if err != nil {
-			return err
-		}
+		key := alloc.generateKey(properties)
 
 		alloc.Name = key
 		if options.MergeUnallocated && alloc.IsUnallocated() {
@@ -908,10 +905,7 @@ func (as *AllocationSet) AggregateBy(properties Properties, options *AllocationA
 			}
 		}
 		if !skip {
-			key, err := alloc.generateKey(properties)
-			if err != nil {
-				continue
-			}
+			key := alloc.generateKey(properties)
 
 			alloc.Name = key
 			aggSet.Insert(alloc)
@@ -944,7 +938,7 @@ func computeShareCoeffs(properties Properties, options *AllocationAggregationOpt
 	shareType := options.ShareSplit
 
 	// Record allocation values first, then normalize by totals to get percentages
-	for n, alloc := range as.allocations {
+	for _, alloc := range as.allocations {
 		if alloc.IsIdle() {
 			// Skip idle allocations in coefficient calculation
 			continue
@@ -952,10 +946,7 @@ func computeShareCoeffs(properties Properties, options *AllocationAggregationOpt
 
 		// Determine the post-aggregation key under which the allocation will
 		// be shared.
-		name, err := alloc.generateKey(properties)
-		if err != nil {
-			return nil, fmt.Errorf(`failed to generate key for shared allocation "%s": %s`, n, err)
-		}
+		name := alloc.generateKey(properties)
 
 		// If the current allocation will be filtered out in step 3, contribute
 		// its share of the shared coefficient to a "__filtered__" bin, which
@@ -1121,32 +1112,27 @@ func computeIdleCoeffs(properties Properties, options *AllocationAggregationOpti
 	return coeffs, nil
 }
 
-func (a *Allocation) generateKey(properties Properties) (string, error) {
+func (a *Allocation) generateKey(properties Properties) string {
+	if a == nil {
+		return ""
+	}
+
 	// Names will ultimately be joined into a single name, which uniquely
 	// identifies allocations.
 	names := []string{}
 
 	if properties.HasCluster() {
-		cluster, err := a.Properties.GetCluster()
-		if err != nil {
-			return "", err
-		}
+		cluster, _ := a.Properties.GetCluster()
 		names = append(names, cluster)
 	}
 
 	if properties.HasNode() {
-		node, err := a.Properties.GetNode()
-		if err != nil {
-			return "", err
-		}
+		node, _ := a.Properties.GetNode()
 		names = append(names, node)
 	}
 
 	if properties.HasNamespace() {
-		namespace, err := a.Properties.GetNamespace()
-		if err != nil {
-			return "", err
-		}
+		namespace, _ := a.Properties.GetNamespace()
 		names = append(names, namespace)
 	}
 
@@ -1182,20 +1168,12 @@ func (a *Allocation) generateKey(properties Properties) (string, error) {
 	}
 
 	if properties.HasPod() {
-		pod, err := a.Properties.GetPod()
-		if err != nil {
-			return "", err
-		}
-
+		pod, _ := a.Properties.GetPod()
 		names = append(names, pod)
 	}
 
 	if properties.HasContainer() {
-		container, err := a.Properties.GetContainer()
-		if err != nil {
-			return "", err
-		}
-
+		container, _ := a.Properties.GetContainer()
 		names = append(names, container)
 	}
 
@@ -1218,19 +1196,14 @@ func (a *Allocation) generateKey(properties Properties) (string, error) {
 	}
 
 	if properties.HasAnnotations() {
-		annotations, err := a.Properties.GetAnnotations() // annotations that the individual allocation possesses
+		annotations, err := a.Properties.GetAnnotations()
 		if err != nil {
 			// Indicate that allocation has no annotations
 			names = append(names, UnallocatedSuffix)
 		} else {
 			annotationNames := []string{}
 
-			aggAnnotations, err := properties.GetAnnotations() // potential annotations to aggregate on supplied by the API caller
-			if err != nil {
-				// We've already checked HasAnnotation, so this should never occur
-				return "", err
-			}
-			// calvin - support multi-annotation aggregation
+			aggAnnotations, _ := properties.GetAnnotations()
 			for annotationName := range aggAnnotations {
 				if val, ok := annotations[annotationName]; ok {
 					annotationNames = append(annotationNames, fmt.Sprintf("%s=%s", annotationName, val))
@@ -1254,19 +1227,14 @@ func (a *Allocation) generateKey(properties Properties) (string, error) {
 	}
 
 	if properties.HasLabel() {
-		labels, err := a.Properties.GetLabels() // labels that the individual allocation possesses
+		labels, err := a.Properties.GetLabels()
 		if err != nil {
 			// Indicate that allocation has no labels
 			names = append(names, UnallocatedSuffix)
 		} else {
 			labelNames := []string{}
 
-			aggLabels, err := properties.GetLabels() // potential labels to aggregate on supplied by the API caller
-			if err != nil {
-				// We've already checked HasLabel, so this should never occur
-				return "", err
-			}
-			// calvin - support multi-label aggregation
+			aggLabels, _ := properties.GetLabels()
 			for labelName := range aggLabels {
 				if val, ok := labels[labelName]; ok {
 					labelNames = append(labelNames, fmt.Sprintf("%s=%s", labelName, val))
@@ -1289,7 +1257,7 @@ func (a *Allocation) generateKey(properties Properties) (string, error) {
 		}
 	}
 
-	return strings.Join(names, "/"), nil
+	return strings.Join(names, "/")
 }
 
 // TODO:CLEANUP get rid of this

pkg/kubecost/allocation_test.go

@@ -435,6 +435,54 @@ func TestAllocation_MarshalJSON(t *testing.T) {
 	}
 }
 
+func TestAllocationSet_generateKey(t *testing.T) {
+	var alloc *Allocation
+	var key string
+
+	props := Properties{}
+	props.SetCluster("")
+
+	key = alloc.generateKey(props)
+	if key != "" {
+		t.Fatalf("generateKey: expected \"\"; actual \"%s\"", key)
+	}
+
+	alloc = &Allocation{}
+	alloc.Properties = Properties{
+		ClusterProp: "cluster1",
+		LabelProp: map[string]string{
+			"app": "app1",
+			"env": "env1",
+		},
+	}
+
+	key = alloc.generateKey(props)
+	if key != "cluster1" {
+		t.Fatalf("generateKey: expected \"cluster1\"; actual \"%s\"", key)
+	}
+
+	props.SetNamespace("")
+	props.SetLabels(map[string]string{"app": ""})
+
+	key = alloc.generateKey(props)
+	if key != "cluster1//app=app1" {
+		t.Fatalf("generateKey: expected \"cluster1//app=app1\"; actual \"%s\"", key)
+	}
+
+	alloc.Properties = Properties{
+		ClusterProp:   "cluster1",
+		NamespaceProp: "namespace1",
+		LabelProp: map[string]string{
+			"app": "app1",
+			"env": "env1",
+		},
+	}
+	key = alloc.generateKey(props)
+	if key != "cluster1/namespace1/app=app1" {
+		t.Fatalf("generateKey: expected \"cluster1/namespace1/app=app1\"; actual \"%s\"", key)
+	}
+}
+
 func TestNewAllocationSet(t *testing.T) {
 	// TODO niko/etl
 }

pkg/kubecost/asset.go

@@ -3,13 +3,13 @@ package kubecost
 import (
 	"bytes"
 	"encoding"
-	"encoding/json"
 	"fmt"
 	"strings"
 	"sync"
 	"time"
 
 	"github.com/kubecost/cost-model/pkg/log"
+	"github.com/kubecost/cost-model/pkg/util/json"
 )
 
 const timeFmt = "2006-01-02T15:04:05-0700"
@@ -123,7 +123,7 @@ type Asset interface {
 //   => nil, err
 //
 // (See asset_test.go for assertions of these examples and more.)
-func AssetToExternalAllocation(asset Asset, aggregateBy []string) (*Allocation, error) {
+func AssetToExternalAllocation(asset Asset, aggregateBy []string, externalLabelsCfg map[string]string) (*Allocation, error) {
 	if asset == nil {
 		return nil, fmt.Errorf("asset is nil")
 	}
@@ -143,9 +143,15 @@ func AssetToExternalAllocation(asset Asset, aggregateBy []string) (*Allocation,
 		// labelName should be derived from the mapping of properties to
 		// label names, unless the aggBy is explicitly a label, in which
 		// case we should pull the label name from the aggBy string.
+		// Unless this matches a special aggregation, as we have that mapping already transformed...
 		labelName := aggBy
+		agglName := aggBy
 		if strings.HasPrefix(aggBy, "label:") {
 			labelName = strings.TrimPrefix(aggBy, "label:")
+			agglName = labelName
+			if v, ok := externalLabelsCfg[labelName]; ok {
+				agglName = v
+			}
 		}
 
 		if labelName == "" {
@@ -155,7 +161,7 @@ func AssetToExternalAllocation(asset Asset, aggregateBy []string) (*Allocation,
 			continue
 		}
 
-		if value := asset.Labels()[labelName]; value != "" {
+		if value := asset.Labels()[agglName]; value != "" {
 			// Valid label value was found for one of the aggregation properties,
 			// so add it to the name.
 			if strings.HasPrefix(aggBy, "label:") {
@@ -1660,6 +1666,7 @@ type Node struct {
 	RAMBreakdown *Breakdown
 	CPUCost      float64
 	GPUCost      float64
+	GPUCount     float64
 	RAMCost      float64
 	Discount     float64
 	Preemptible  float64
@@ -1908,6 +1915,7 @@ func (n *Node) Clone() Asset {
 		RAMBreakdown: n.RAMBreakdown.Clone(),
 		CPUCost:      n.CPUCost,
 		GPUCost:      n.GPUCost,
+		GPUCount:      n.GPUCount,
 		RAMCost:      n.RAMCost,
 		Preemptible:  n.Preemptible,
 		Discount:     n.Discount,
@@ -1997,6 +2005,7 @@ func (n *Node) MarshalJSON() ([]byte, error) {
 	jsonEncodeFloat64(buffer, "discount", n.Discount, ",")
 	jsonEncodeFloat64(buffer, "cpuCost", n.CPUCost, ",")
 	jsonEncodeFloat64(buffer, "gpuCost", n.GPUCost, ",")
+	jsonEncodeFloat64(buffer, "gpuCount", n.GPUCount, ",")
 	jsonEncodeFloat64(buffer, "ramCost", n.RAMCost, ",")
 	jsonEncodeFloat64(buffer, "adjustment", n.Adjustment(), ",")
 	jsonEncodeFloat64(buffer, "totalCost", n.TotalCost(), "")

pkg/kubecost/asset_test.go

@@ -1028,7 +1028,7 @@ func TestAssetToExternalAllocation(t *testing.T) {
 	var alloc *Allocation
 	var err error
 
-	alloc, err = AssetToExternalAllocation(asset, []string{"namespace"})
+	alloc, err = AssetToExternalAllocation(asset, []string{"namespace"}, map[string]string{})
 	if err == nil {
 		t.Fatalf("expected error due to nil asset")
 	}
@@ -1045,15 +1045,16 @@ func TestAssetToExternalAllocation(t *testing.T) {
 	cloud.SetLabels(map[string]string{
 		"namespace": "monitoring",
 		"env":       "prod",
+		"product":   "cost-analyzer",
 	})
 	cloud.Cost = 10.00
 	asset = cloud
 
-	alloc, err = AssetToExternalAllocation(asset, []string{"namespace"})
+	alloc, err = AssetToExternalAllocation(asset, []string{"namespace"}, map[string]string{})
 	if err != nil {
 		t.Fatalf("expected to not error")
 	}
-	alloc, err = AssetToExternalAllocation(asset, nil)
+	alloc, err = AssetToExternalAllocation(asset, nil, map[string]string{})
 	if err == nil {
 		t.Fatalf("expected error due to nil aggregateBy")
 	}
@@ -1081,7 +1082,7 @@ func TestAssetToExternalAllocation(t *testing.T) {
 	//   => nil, err
 
 	// 1) single-prop full match
-	alloc, err = AssetToExternalAllocation(asset, []string{"namespace"})
+	alloc, err = AssetToExternalAllocation(asset, []string{"namespace"}, map[string]string{})
 	if err != nil {
 		t.Fatalf("unexpected error: %s", err)
 	}
@@ -1099,7 +1100,7 @@ func TestAssetToExternalAllocation(t *testing.T) {
 	}
 
 	// 2) multi-prop full match
-	alloc, err = AssetToExternalAllocation(asset, []string{"namespace", "label:env"})
+	alloc, err = AssetToExternalAllocation(asset, []string{"namespace", "label:env"}, map[string]string{})
 	if err != nil {
 		t.Fatalf("unexpected error: %s", err)
 	}
@@ -1120,7 +1121,7 @@ func TestAssetToExternalAllocation(t *testing.T) {
 	}
 
 	// 3) multi-prop partial match
-	alloc, err = AssetToExternalAllocation(asset, []string{"namespace", "label:foo"})
+	alloc, err = AssetToExternalAllocation(asset, []string{"namespace", "label:foo"}, map[string]string{})
 	if err != nil {
 		t.Fatalf("unexpected error: %s", err)
 	}
@@ -1138,10 +1139,19 @@ func TestAssetToExternalAllocation(t *testing.T) {
 	}
 
 	// 3) no match
-	alloc, err = AssetToExternalAllocation(asset, []string{"cluster"})
+	alloc, err = AssetToExternalAllocation(asset, []string{"cluster"}, map[string]string{})
 	if err == nil {
 		t.Fatalf("expected 'no match' error")
 	}
+
+	alloc, err = AssetToExternalAllocation(asset, []string{"namespace", "label:app"}, map[string]string{"app": "product"})
+	if alloc.ExternalCost != 10.00 {
+		t.Fatalf("expected external allocation with ExternalCost %f; got %f", 10.00, alloc.ExternalCost)
+	}
+	if alloc.TotalCost() != 10.00 {
+		t.Fatalf("expected external allocation with TotalCost %f; got %f", 10.00, alloc.TotalCost())
+	}
+
 }
 
 // TODO merge conflict had this:

pkg/kubecost/json.go

@@ -2,9 +2,10 @@ package kubecost
 
 import (
 	"bytes"
-	"encoding/json"
 	"fmt"
 	"math"
+
+	"github.com/kubecost/cost-model/pkg/util/json"
 )
 
 // TODO move everything below to a separate package

pkg/prom/metrics.go

@@ -1,12 +1,13 @@
 package prom
 
 import (
-	"encoding/json"
 	"fmt"
 	"reflect"
 	"regexp"
 	"sort"
 	"strings"
+
+	"github.com/kubecost/cost-model/pkg/util/json"
 )
 
 var invalidLabelCharRE = regexp.MustCompile(`[^a-zA-Z0-9_]`)

pkg/prom/query.go

@@ -2,7 +2,6 @@ package prom
 
 import (
 	"context"
-	"encoding/json"
 	"fmt"
 	"net/http"
 	"net/url"
@@ -12,6 +11,7 @@ import (
 	"github.com/kubecost/cost-model/pkg/errors"
 	"github.com/kubecost/cost-model/pkg/log"
 	"github.com/kubecost/cost-model/pkg/util"
+	"github.com/kubecost/cost-model/pkg/util/json"
 	prometheus "github.com/prometheus/client_golang/api"
 )
 

pkg/util/buffer.go

@@ -384,9 +384,17 @@ func intDataSize(data interface{}) int {
 	return 0
 }
 
-// Direct byte to string conversion that doesn't allocate.
+// Conversion from byte slice to string
 func bytesToString(b []byte) string {
-	return *(*string)(unsafe.Pointer(&b))
+	// The following commented code will map an existing byte slice's underlying array
+	// to a string. The purpose is to avoid new allocation of a string from an existing
+	// byte array. This is a solid optimization to save total allocations, but effectively
+	// pins the string's existence to the underlying byte array. This can prevent GC of the
+	// bytes in a few cases, and we should just return a newly allocated string to allow
+	// future optimization.
+	//return *(*string)(unsafe.Pointer(&b))
+
+	return string(b)
 }
 
 // Direct string to byte conversion that doesn't allocate.

pkg/util/json/json.go

@@ -0,0 +1,12 @@
+package json
+
+import (
+    "encoding/json"
+
+    jsoniter "github.com/json-iterator/go"
+)
+
+var Marshal = jsoniter.ConfigCompatibleWithStandardLibrary.Marshal
+var Unmarshal = jsoniter.ConfigCompatibleWithStandardLibrary.Unmarshal
+type Marshaler json.Marshaler
+var NewDecoder = json.NewDecoder

ui/.babelrc

@@ -0,0 +1,4 @@
+{
+  "plugins": ["@babel/plugin-transform-runtime", "@babel/plugin-proposal-class-properties"],
+  "presets": ["@babel/preset-react"]
+}

ui/README.md

@@ -0,0 +1,31 @@
+# Kubecost Open Source UI
+The preferred install path for Kubecost is via Helm chart, and is explained [here](http://docs.kubecost.com/install)
+
+To manually run an open source demo UI, follow the steps below.
+
+## Requirements
+
+* `nodejs >= 12.0.0`
+* `npm >= 7.0.0`
+
+## Installation & Running
+To run the UI, open a terminal to the `cost-model/ui/` directory (where this README is located) and run
+
+```
+npm install
+```
+
+This will install required depndencies and build tools. To launch the UI, run
+
+```
+npx parcel src/index.html
+```
+
+This will launch a development server, serving the UI at `http://localhost:1234` and targeting the data for an instance of
+Kubecost running at `http://localhost:9090`. To access an arbitrary Kubecost install, you can use
+
+```
+kubectl port-forward deployment/kubecost-cost-analyzer 9090
+```
+
+for your choice of namespace and cloud context.

ui/package-lock.json

@@ -0,0 +1,22699 @@
+{
+  "name": "kubecost-ui-open",
+  "version": "0.0.1",
+  "lockfileVersion": 2,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "kubecost-ui-open",
+      "version": "0.0.1",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@babel/runtime": "^7.13.10",
+        "@date-io/core": "^1.3.13",
+        "@date-io/date-fns": "^1.3.13",
+        "@material-ui/core": "^4.11.3",
+        "@material-ui/icons": "^4.11.2",
+        "@material-ui/pickers": "^3.3.10",
+        "@material-ui/styles": "^4.11.3",
+        "axios": "^0.21.1",
+        "date-fns": "^2.19.0",
+        "material-design-icons-iconfont": "^6.1.0",
+        "prop-types": "^15.7.2",
+        "react": "^17.0.1",
+        "react-dom": "^17.0.1",
+        "react-router-dom": "^5.2.0",
+        "recharts": "^2.0.8"
+      },
+      "devDependencies": {
+        "@babel/core": "^7.13.10",
+        "@babel/plugin-proposal-class-properties": "^7.13.0",
+        "@babel/plugin-transform-runtime": "^7.13.10",
+        "@babel/preset-react": "^7.12.13",
+        "parcel": "*"
+      }
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.12.13",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.12.13.tgz",
+      "integrity": "sha512-HV1Cm0Q3ZrpCR93tkWOYiuYIgLxZXZFVG2VgK+MBWjUqZTundupbfx2aXarXuw5Ko5aMcjtJgbSs4vUGBS5v6g==",
+      "dev": true,
+      "dependencies": {
+        "@babel/highlight": "^7.12.13"
+      }
+    },
+    "node_modules/@babel/compat-data": {
+      "version": "7.13.12",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.13.12.tgz",
+      "integrity": "sha512-3eJJ841uKxeV8dcN/2yGEUy+RfgQspPEgQat85umsE1rotuquQ2AbIub4S6j7c50a2d+4myc+zSlnXeIHrOnhQ==",
+      "dev": true
+    },
+    "node_modules/@babel/core": {
+      "version": "7.13.10",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.13.10.tgz",
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+        "lodash": "^4.17.19",
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+        "source-map": "^0.5.0"
+      },
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+        "node": ">=6.9.0"
+      }
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+      "dev": true,
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+        "minimist": "^1.2.5"
+      },
+      "bin": {
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+      },
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+      }
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+}

ui/package.json

@@ -0,0 +1,37 @@
+{
+  "name": "kubecost-ui-open",
+  "version": "0.0.1",
+  "description": "Open source UI for Kubecost",
+  "scripts": {
+    "test": "echo \"Error: no test specified\" && exit 1"
+  },
+  "author": "",
+  "license": "Apache-2.0",
+  "browserslist": [
+    "defaults"
+  ],
+  "dependencies": {
+    "@babel/runtime": "^7.13.10",
+    "@date-io/core": "^1.3.13",
+    "@date-io/date-fns": "^1.3.13",
+    "@material-ui/core": "^4.11.3",
+    "@material-ui/icons": "^4.11.2",
+    "@material-ui/pickers": "^3.3.10",
+    "@material-ui/styles": "^4.11.3",
+    "axios": "^0.21.1",
+    "date-fns": "^2.19.0",
+    "material-design-icons-iconfont": "^6.1.0",
+    "prop-types": "^15.7.2",
+    "react": "^17.0.1",
+    "react-dom": "^17.0.1",
+    "react-router-dom": "^5.2.0",
+    "recharts": "^2.0.8"
+  },
+  "devDependencies": {
+    "@babel/core": "^7.13.10",
+    "@babel/plugin-proposal-class-properties": "^7.13.0",
+    "@babel/plugin-transform-runtime": "^7.13.10",
+    "@babel/preset-react": "^7.12.13",
+    "parcel": "*"
+  }
+}

ui/src/Reports.js

@@ -0,0 +1,276 @@
+import CircularProgress from '@material-ui/core/CircularProgress'
+import IconButton from '@material-ui/core/IconButton'
+import Paper from '@material-ui/core/Paper'
+import Typography from '@material-ui/core/Typography'
+import RefreshIcon from '@material-ui/icons/Refresh'
+import { makeStyles } from '@material-ui/styles'
+import { filter, find, forEach, get, isArray, sortBy, toArray, trim } from 'lodash'
+import React, { useEffect, useState } from 'react'
+import ReactDOM from 'react-dom'
+import { useLocation, useHistory } from 'react-router';
+
+import AllocationReport from './components/AllocationReport';
+import Controls from './components/Controls';
+import Header from './components/Header';
+import Page from './components/Page';
+import Subtitle from './components/Subtitle';
+import Warnings from './components/Warnings';
+import AllocationService from './services/allocation';
+import { checkCustomWindow, cumulativeToTotals, rangeToCumulative, toVerboseTimeRange } from './util';
+
+const windowOptions = [
+  { name: 'Today', value: 'today' },
+  { name: 'Yesterday', value: 'yesterday' },
+  { name: 'Week-to-date', value: 'week' },
+  { name: 'Month-to-date', value: 'month' },
+  { name: 'Last week', value: 'lastweek' },
+  { name: 'Last month', value: 'lastmonth' },
+  { name: 'Last 7 days', value: '6d' },
+  { name: 'Last 30 days', value: '29d' },
+  { name: 'Last 60 days', value: '59d' },
+  { name: 'Last 90 days', value: '89d' },
+]
+
+const aggregationOptions = [
+  { name: 'Cluster', value: 'cluster' },
+  { name: 'Node', value: 'node' },
+  { name: 'Namespace', value: 'namespace' },
+  { name: 'Controller kind', value: 'controllerKind' },
+  { name: 'Controller', value: 'controller' },
+  { name: 'Service', value: 'service' },
+  { name: 'Pod', value: 'pod' },
+]
+
+const accumulateOptions = [
+  { name: 'Entire window', value: true },
+  { name: 'Daily', value: false },
+]
+
+const useStyles = makeStyles({
+  reportHeader: {
+    display: 'flex',
+    flexFlow: 'row',
+    padding: 24,
+  },
+  titles: {
+    flexGrow: 1,
+  },
+})
+
+// generateTitle generates a string title from a report object
+function generateTitle({ window, aggregateBy, accumulate }) {
+  let windowName = get(find(windowOptions, { value: window }), 'name', '')
+  if (windowName === '') {
+    if (checkCustomWindow(window)) {
+      windowName = toVerboseTimeRange(window)
+    } else {
+      console.warn(`unknown window: ${window}`)
+    }
+  }
+
+  let aggregationName = get(find(aggregationOptions, { value: aggregateBy }), 'name', '').toLowerCase()
+  if (aggregationName === '') {
+    console.warn(`unknown aggregation: ${aggregateBy}`)
+  }
+
+  let str = `${windowName} by ${aggregationName}`
+
+  if (!accumulate) {
+    str = `${str} daily`
+  }
+
+  return str
+}
+
+
+const ReportsPage = () => {
+  const classes = useStyles()
+
+  // Allocation data state
+  const [allocationData, setAllocationData] = useState([])
+  const [cumulativeData, setCumulativeData] = useState({})
+  const [totalData, setTotalData] = useState({})
+
+  // When allocation data changes, create a cumulative version of it
+  useEffect(() => {
+    const cumulative = rangeToCumulative(allocationData, aggregateBy)
+    setCumulativeData(toArray(cumulative))
+    setTotalData(cumulativeToTotals(cumulative))
+  }, [allocationData])
+
+  // Form state, which controls form elements, but not the report itself. On
+  // certain actions, the form state may flow into the report state.
+  const [window, setWindow] = useState(windowOptions[0].value)
+  const [aggregateBy, setAggregateBy] = useState(aggregationOptions[0].value)
+  const [accumulate, setAccumulate] = useState(accumulateOptions[0].value)
+
+  // Report state, including current report and saved options
+  const [title, setTitle] = useState('Last 7 days by namespace daily')
+
+  // When parameters changes, fetch data. This should be the
+  // only mechanism used to fetch data. Also generate a sensible title from the paramters.
+  useEffect(() => {
+    setFetch(true)
+    setTitle(generateTitle({ window, aggregateBy, accumulate }))
+  }, [window, aggregateBy, accumulate])
+
+  // page and settings state
+  const [init, setInit] = useState(false)
+  const [fetch, setFetch] = useState(false)
+  const [loading, setLoading] = useState(true)
+  const [errors, setErrors] = useState([])
+  const [currency, setCurrency] = useState('USD')
+
+  // Initialize once, then fetch report each time setFetch(true) is called
+  useEffect(() => {
+    if (!init) {
+      initialize()
+    }
+    if (init && fetch) {
+      fetchData()
+    }
+  }, [init, fetch])
+
+  // parse any context information from the URL
+  const routerLocation = useLocation();
+  const searchParams = new URLSearchParams(routerLocation.search);
+  const routerHistory = useHistory();
+  useEffect(() => {
+    setWindow(searchParams.get('window') || '6d');
+    setAggregateBy(searchParams.get('agg') || 'namespace');
+    setAccumulate((searchParams.get('acc') === 'true') || false);
+  }, [routerLocation]);
+
+  async function initialize() {
+    setInit(true)
+  }
+
+  async function fetchData() {
+    setLoading(true)
+    setErrors([])
+
+    try {
+      const resp = await AllocationService.fetchAllocation(window, aggregateBy, { accumulate })
+      if (resp.data && resp.data.length > 0) {
+        const allocationRange = resp.data
+        for (const i in allocationRange) {
+          // update cluster aggregations to use clusterName/clusterId names
+          if (aggregateBy == 'cluster') {
+            for (const k in allocationRange[i]) {
+              allocationRange[i][k].name = 'cluster-one';
+            }
+          }
+          allocationRange[i] = sortBy(allocationRange[i], a => a.totalCost)
+        }
+        setAllocationData(allocationRange)
+      } else {
+        if (resp.message && resp.message.indexOf('boundary error') >= 0) {
+          let match = resp.message.match(/(ETL is \d+\.\d+% complete)/)
+          let secondary = 'Try again after ETL build is complete'
+          if (match.length > 0) {
+            secondary = `${match[1]}. ${secondary}`
+          }
+          setErrors([{
+            primary: 'Data unavailable while ETL is building',
+            secondary: secondary,
+          }])
+        }
+        setAllocationData([])
+      }
+    } catch (err) {
+      if (err.message.indexOf('404') === 0) {
+        setErrors([{
+          primary: 'Failed to load report data',
+          secondary: 'Please update Kubecost to the latest version, then contact support if problems persist.'
+        }])
+      } else {
+        let secondary = 'Please contact Kubecost support with a bug report if problems persist.'
+        if (err.message.length > 0) {
+          secondary = err.message
+        }
+        setErrors([{
+          primary: 'Failed to load report data',
+          secondary: secondary,
+        }])
+      }
+      setAllocationData([])
+    }
+
+    setLoading(false)
+    setFetch(false)
+  }
+  return (
+    <Page active="reports.html">
+      <Header>
+        <IconButton aria-label="refresh" onClick={() => setFetch(true)}>
+          <RefreshIcon />
+        </IconButton>
+      </Header>
+
+      {!loading && errors.length > 0 && (
+        <div style={{ marginBottom: 20 }}>
+          <Warnings warnings={errors} />
+        </div>
+      )}
+
+      {init && <Paper id="report">
+        <div className={classes.reportHeader}>
+          <div className={classes.titles}>
+            <Typography variant="h5">{title}</Typography>
+            <Subtitle
+              report={{ window, aggregateBy, accumulate }}
+            />
+          </div>
+
+          <Controls
+            windowOptions={windowOptions}
+            window={window}
+            setWindow={(win) => {
+              searchParams.set('window', win);
+              routerHistory.push({
+                search: `?${searchParams.toString()}`,
+              });
+            }}
+            aggregationOptions={aggregationOptions}
+            aggregateBy={aggregateBy}
+            setAggregateBy={(agg) => {
+              searchParams.set('agg', agg);
+              routerHistory.push({
+                search: `?${searchParams.toString()}`,
+              });
+            }}
+            accumulateOptions={accumulateOptions}
+            accumulate={accumulate}
+            setAccumulate={(acc) => {
+              searchParams.set('acc', acc);
+              routerHistory.push({
+                search: `?${searchParams.toString()}`
+              });
+            }}
+            title={title}
+            cumulativeData={cumulativeData}
+            currency={currency}
+          />
+        </div>
+
+        {loading && (
+          <div style={{ display: 'flex', justifyContent: 'center' }}>
+            <div style={{ paddingTop: 100, paddingBottom: 100 }}>
+              <CircularProgress />
+            </div>
+          </div>
+        )}
+        {!loading && (
+          <AllocationReport
+            allocationData={allocationData}
+            cumulativeData={cumulativeData}
+            totalData={totalData}
+            currency={currency}
+          />
+        )}
+      </Paper>}
+    </Page>
+  )
+}
+
+export default React.memo(ReportsPage);

ui/src/app.js

@@ -0,0 +1,18 @@
+import React from 'react';
+import ReactDOM from 'react-dom';
+import { BrowserRouter as Router } from 'react-router-dom';
+
+import Reports from './Reports.js';
+
+function ReportsPage() {
+  return (
+    <Router>
+      <Reports path="/" />
+    </Router>
+  );
+}
+
+ReactDOM.render(
+  <ReportsPage />,
+  document.getElementById('app')
+);

ui/src/components/AllocationChart/RangeChart.js

@@ -0,0 +1,149 @@
+import React from 'react'
+import { reverse } from 'lodash'
+import { makeStyles } from '@material-ui/styles'
+import { BarChart, Bar, XAxis, YAxis, CartesianGrid, Tooltip, ResponsiveContainer } from 'recharts'
+import { primary, greyscale, browns } from '../../constants/colors';
+import { toCurrency } from '../../util';
+
+const useStyles = makeStyles({
+  tooltip: {
+    borderRadius: 2,
+    background: 'rgba(255, 255, 255, 0.95)',
+    padding: 12,
+  },
+  tooltipLineItem: {
+    fontSize: '1rem',
+    margin: 0,
+    marginBottom: 4,
+    padding: 0,
+  },
+})
+
+function toBarLabels(allocationRange) {
+  let keyToFill = {}
+  let p = 0
+  let g = 0
+  let b = 0
+
+  for (const { idle } of allocationRange) {
+    for (const allocation of idle) {
+      const key = allocation.name
+      if (keyToFill[key] === undefined) {
+        // idle allocations are assigned grey
+        keyToFill[key] = greyscale[g]
+        g = (g+1) % greyscale.length
+      }
+    }
+  }
+
+  for (const { top } of allocationRange) {
+    for (const allocation of top) {
+      const key = allocation.name
+      if (keyToFill[key] === undefined) {
+        if (key === "__unallocated__") {
+          // unallocated gets black (clean up)
+          keyToFill[key] = "#212121"
+        } else {
+          // non-idle allocations get the next available color
+          keyToFill[key] = primary[p]
+          p = (p+1) % primary.length
+        }
+      }
+    }
+  }
+
+  for (const { other } of allocationRange) {
+    for (const allocation of other) {
+      const key = allocation.name
+      if (keyToFill[key] === undefined) {
+        // idle allocations are assigned grey
+        keyToFill[key] = browns[b]
+        b = (b+1) % browns.length
+      }
+    }
+  }
+
+  let labels = []
+  for (const key in keyToFill) {
+    labels.push({
+      dataKey: key,
+      fill: keyToFill[key],
+    })
+  }
+
+  return reverse(labels)
+}
+
+function toBar(datum) {
+  const { top, other, idle } = datum
+  const bar = {}
+
+  for (const key in top) {
+    const allocation = top[key]
+    const start = new Date(allocation.start)
+    bar.start = `${start.getUTCFullYear()}-${start.getUTCMonth()+1}-${start.getUTCDate()}`
+    bar[allocation.name] = allocation.totalCost
+  }
+
+  for (const key in other) {
+    const allocation = other[key]
+    const start = new Date(allocation.start)
+    bar.start = `${start.getUTCFullYear()}-${start.getUTCMonth()+1}-${start.getUTCDate()}`
+    bar[allocation.name] = allocation.totalCost
+  }
+
+  for (const key in idle) {
+    const allocation = idle[key]
+    const start = new Date(allocation.start)
+    bar.start = `${start.getUTCFullYear()}-${start.getUTCMonth()+1}-${start.getUTCDate()}`
+    bar[allocation.name] = allocation.totalCost
+  }
+
+  return bar
+}
+
+const RangeChart = ({ data, currency, height }) => {
+  const classes = useStyles()
+
+  const barData = data.map(toBar)
+  const barLabels = toBarLabels(data)
+
+  const CustomTooltip = (params) => {
+    const { active, payload } = params
+
+    if (!payload || payload.length == 0) {
+      return null
+    }
+
+    const total = payload.reduce((sum, item) => sum + item.value, 0.0)
+    if (active) {
+      return (
+        <div className={classes.tooltip}>
+          <p className={classes.tooltipLineItem} style={{ color: '#000000' }}>{`Total: ${toCurrency(total, currency)}`}</p>
+          {reverse(payload).map((item, i) => (
+            <p key={i} className={classes.tooltipLineItem} style={{ color: item.fill }}>{`${item.name}: ${toCurrency(item.value, currency)}`}</p>
+          ))}
+        </div>
+      )
+    }
+
+    return null
+  }
+
+  return (
+    <ResponsiveContainer width="100%" height={height}>
+      <BarChart
+        data={barData}
+        margin={{ top: 30, right: 30, left: 30, bottom: 12 }}
+      >
+        <CartesianGrid strokeDasharray="3 3" />
+        <XAxis dataKey="start" />
+        <YAxis />
+        <Tooltip content={<CustomTooltip />} />
+        {barLabels.map((barLabel, i) => <Bar key={i} dataKey={barLabel.dataKey} stackId="a" fill={barLabel.fill} />)}
+      </BarChart>
+    </ResponsiveContainer>
+  )
+}
+
+export default RangeChart

ui/src/components/AllocationChart/SummaryChart.js

@@ -0,0 +1,96 @@
+import React from 'react'
+import { ResponsiveContainer, PieChart, Pie, Cell } from 'recharts'
+import { primary, greyscale, browns } from '../../constants/colors';
+import { toCurrency } from '../../util';
+
+function toPieData(top, other, idle) {
+  let slices = []
+
+  for (const i in top) {
+    const allocation = top[i]
+    const fill = allocation.name === "__unallocated__"
+      ? "#212121"
+      : primary[i % primary.length]
+
+    slices.push({
+      name: allocation.name,
+      value: allocation.totalCost,
+      fill: fill,
+    })
+  }
+
+  for (const i in other) {
+    const allocation = other[i]
+    const fill = browns[i % browns.length]
+    slices.push({
+      name: allocation.name,
+      value: allocation.totalCost,
+      fill: fill,
+    })
+  }
+
+  for (const i in idle) {
+    const allocation = idle[i]
+    const fill = greyscale[i % greyscale.length]
+    slices.push({
+      name: allocation.name,
+      value: allocation.totalCost,
+      fill: fill,
+    })
+  }
+
+  return slices
+}
+
+const SummaryChart = ({ top, other, idle, currency, height }) => {
+  const pieData = toPieData(top, other, idle)
+
+  const renderLabel = (params) => {
+    const {
+      cx, cy, midAngle, outerRadius, percent, name, fill, value
+    } = params
+
+    const RADIAN = Math.PI / 180
+    const radius = outerRadius * 1.1
+    let x = cx + radius * Math.cos(-midAngle * RADIAN)
+    x += x > cx ? 2 : -2
+    let y = cy + radius * Math.sin(-midAngle * RADIAN)
+    // y -= Math.min(Math.abs(2 / Math.cos(-midAngle * RADIAN)), 8)
+
+    if (percent < 0.02) {
+      return
+    }
+
+    return (
+      <text x={x} y={y} fill={fill} textAnchor={x > cx ? 'start' : 'end'} dominantBaseline="central">
+        {`${name}: ${toCurrency(value, currency)} (${(percent * 100).toFixed(1)}%)`}
+      </text>
+    )
+  }
+
+  return (
+    <ResponsiveContainer width="100%" height={height}>
+      <PieChart>
+        <Pie
+          data={pieData}
+          dataKey="value"
+          nameKey="name"
+          label={renderLabel}
+          labelLine
+          // niko: if tooltips error, try disabling animation
+          // isAnimationActive={false}
+          animationDuration={400}
+          cy="90%"
+          outerRadius="140%"
+          innerRadius="60%"
+          startAngle={180}
+          endAngle={0}
+        >
+          {pieData.map((datum, i) => <Cell key={i} fill={datum.fill} />)}
+        </Pie>
+      </PieChart>
+    </ResponsiveContainer>
+  )
+}
+
+export default SummaryChart

ui/src/components/AllocationChart/index.js

@@ -0,0 +1,81 @@
+import React from 'react'
+import { isArray, filter, map, reduce, reverse, sortBy } from 'lodash'
+
+import Typography from '@material-ui/core/Typography'
+
+import RangeChart from './RangeChart'
+import SummaryChart from './SummaryChart'
+
+// TODO niko/etl
+// sum allocationSet to single allocation
+function agg(allocationSet, name) {
+  if (allocationSet.length === 0) {
+    return null
+  }
+
+  return reduce(allocationSet, (agg, cur) => ({
+    name: agg.name,
+    aggregatedBy: cur.aggregatedBy,
+    properties: agg.properties,
+    start: cur.start,
+    end: cur.end,
+    cpuCost: agg.cpuCost + cur.cpuCost,
+    gpuCost: agg.gpuCost + cur.gpuCost,
+    ramCost: agg.ramCost + cur.ramCost,
+    pvCost: agg.pvCost + cur.pvCost,
+    totalCost: agg.totalCost + cur.totalCost,
+    count: agg.count + 1
+  }), {
+    name: name,
+    properties: null,
+    cpuCost: 0.0,
+    gpuCost: 0.0,
+    ramCost: 0.0,
+    pvCost: 0.0,
+    totalCost: 0.0,
+    count: 0,
+  })
+}
+
+function isIdle(allocation) {
+  return allocation.name.indexOf('__idle__') >= 0
+}
+
+function top(n, by) {
+  return (allocations) => {
+    if (isArray(allocations[0])) {
+      return map(allocations, top(n, by))
+    }
+
+    const sorted = reverse(sortBy(allocations, by))
+    const active = filter(sorted, a => !isIdle(a))
+    const idle = filter(sorted, a => isIdle(a))
+    const topn = active.slice(0, n)
+    const other = []
+    if (active.length > n) {
+      other.push(agg(active.slice(n), 'other'))
+    }
+
+    return {
+      top: topn,
+      other: other,
+      idle: idle,
+    }
+  }
+}
+
+const AllocationChart = ({ allocationRange, currency, n, height }) => {
+  if (allocationRange.length === 0) {
+    return <Typography variant="body2">No data</Typography>
+  }
+
+  if (allocationRange.length === 1) {
+    const datum = top(n, alloc => alloc.totalCost)(allocationRange[0])
+    return <SummaryChart top={datum.top} other={datum.other} idle={datum.idle} currency={currency} height={height} />
+  }
+
+  const data = top(n, alloc => alloc.totalCost)(allocationRange)
+  return <RangeChart data={data} currency={currency} height={height} />
+}
+
+export default React.memo(AllocationChart)

ui/src/components/AllocationReport.js

@@ -0,0 +1,200 @@
+import React, { useEffect, useState } from 'react'
+import { get, round } from 'lodash'
+import { makeStyles } from '@material-ui/styles'
+import Table from '@material-ui/core/Table'
+import TableBody from '@material-ui/core/TableBody'
+import TableCell from '@material-ui/core/TableCell'
+import TableContainer from '@material-ui/core/TableContainer'
+import TableHead from '@material-ui/core/TableHead'
+import TablePagination from '@material-ui/core/TablePagination'
+import TableRow from '@material-ui/core/TableRow'
+import TableSortLabel from '@material-ui/core/TableSortLabel'
+import Typography from '@material-ui/core/Typography'
+import AllocationChart from './AllocationChart';
+import { toCurrency } from '../util';
+
+const useStyles = makeStyles({
+  noResults: {
+    padding: 24,
+  },
+})
+
+function descendingComparator(a, b, orderBy) {
+  if (get(b, orderBy) < get(a, orderBy)) {
+    return -1
+  }
+  if (get(b, orderBy) > get(a, orderBy)) {
+    return 1
+  }
+  return 0
+}
+
+function getComparator(order, orderBy) {
+  return order === 'desc'
+    ? (a, b) => descendingComparator(a, b, orderBy)
+    : (a, b) => -descendingComparator(a, b, orderBy)
+}
+
+function stableSort(array, comparator) {
+  const stabilizedThis = array.map((el, index) => [el, index])
+  stabilizedThis.sort((a, b) => {
+    const order = comparator(a[0], b[0])
+    if (order !== 0) return order
+    return a[1] - b[1]
+  })
+  return stabilizedThis.map((el) => el[0])
+}
+
+const headCells = [
+  { id: 'name', numeric: false, label: 'Name', width: 'auto' },
+  { id: 'cpuCost', numeric: true, label: 'CPU', width: 90 },
+  { id: 'ramCost', numeric: true, label: "RAM", width: 90 },
+  { id: 'pvCost', numeric: true, label: 'PV', width: 90 },
+  { id: 'totalEfficiency', numeric: true, label: 'Efficiency', width: 90 },
+  { id: 'totalCost', numeric: true, label: 'Total cost', width: 90 },
+]
+
+const AllocationReport = ({ allocationData, cumulativeData, totalData, currency }) => {
+  const classes = useStyles()
+
+  if (allocationData.length === 0) {
+    return <Typography variant="body2" className={classes.noResults}>No results</Typography>
+  }
+
+  const [order, setOrder] = React.useState('desc')
+  const [orderBy, setOrderBy] = React.useState('totalCost')
+  const [page, setPage] = useState(0)
+  const [rowsPerPage, setRowsPerPage] = useState(25)
+  const numData = cumulativeData.length
+
+  useEffect(() => {
+    setPage(0)
+  }, [numData])
+
+  const lastPage = Math.floor(numData / rowsPerPage)
+
+  const handleChangePage = (event, newPage) => setPage(newPage)
+
+  const handleChangeRowsPerPage = event => {
+    setRowsPerPage(parseInt(event.target.value, 10))
+    setPage(0)
+  }
+
+  const createSortHandler = (property) => (event) => handleRequestSort(event, property)
+
+  const handleRequestSort = (event, property) => {
+    const isDesc = orderBy === property && order === 'desc'
+    setOrder(isDesc ? 'asc' : 'desc')
+    setOrderBy(property)
+  }
+
+  const orderedRows = stableSort(cumulativeData, getComparator(order, orderBy))
+  const pageRows = orderedRows.slice(page * rowsPerPage, page * rowsPerPage + rowsPerPage)
+
+  return (
+    <div id="report">
+      <AllocationChart allocationRange={allocationData} currency={currency} n={10} height={300} />
+      <TableContainer>
+        <Table>
+          <TableHead>
+            <TableRow>
+              {headCells.map((cell) => (
+                <TableCell
+                  key={cell.id}
+                  colSpan={cell.colspan}
+                  align={cell.numeric ? 'right' : 'left'}
+                  sortDirection={orderBy === cell.id ? order : false}
+                  style={{ width: cell.width }}
+                >
+                  <TableSortLabel
+                    active={orderBy === cell.id}
+                    direction={orderBy === cell.id ? order : 'asc'}
+                    onClick={createSortHandler(cell.id)}
+                  >
+                    {cell.label}
+                  </TableSortLabel>
+                </TableCell>
+              ))}
+            </TableRow>
+          </TableHead>
+          <TableBody>
+            <TableRow>
+              {headCells.map((cell) => {
+                return (
+                <TableCell
+                  key={cell.id}
+                  colSpan={cell.colspan}
+                  align={cell.numeric ? 'right' : 'left'}
+                  style={{ fontWeight: 500 }}
+                >
+                  {cell.numeric
+                    ? (cell.label === 'Efficiency'
+                      ? (totalData.totalEfficiency == 1.0 && totalData.cpuReqCoreHrs == 0 && totalData.ramReqByteHrs == 0)
+                        ? "Inf%"
+                        : `${round(totalData.totalEfficiency*100, 1)}%`
+                      : toCurrency(totalData[cell.id], currency))
+                    : totalData[cell.id]}
+                </TableCell>
+              )})}
+            </TableRow>
+            {pageRows.map((row, key) => {
+              if (row.name === "__unmounted__") {
+                row.name = "Unmounted PVs"
+              }
+
+              let isIdle = row.name.indexOf("__idle__") >= 0
+              let isUnallocated = row.name.indexOf("__unallocated__") >= 0
+              let isUnmounted = row.name.indexOf("Unmounted PVs") >= 0
+
+              // Replace "efficiency" with Inf if there is usage w/o request
+              let efficiency = round(row.totalEfficiency*100, 1)
+              if (row.totalEfficiency == 1.0 && row.cpuReqCoreHrs == 0 && row.ramReqByteHrs == 0) {
+                efficiency = "Inf"
+              }
+
+              // Do not allow drill-down for idle and unallocated rows
+              if (isIdle || isUnallocated || isUnmounted) {
+                return (
+                  <TableRow key={key}>
+                    <TableCell align="left">{row.name}</TableCell>
+                    <TableCell align="right">{toCurrency(row.cpuCost, currency)}</TableCell>
+                    <TableCell align="right">{toCurrency(row.ramCost, currency)}</TableCell>
+                    <TableCell align="right">{toCurrency(row.pvCost, currency)}</TableCell>
+                    {isIdle ? (
+                      <TableCell align="right">&mdash;</TableCell>
+                    ) : (
+                      <TableCell align="right">{efficiency}%</TableCell>
+                    )}
+                    <TableCell align="right">{toCurrency(row.totalCost, currency)}</TableCell>
+                  </TableRow>
+                )
+              }
+
+              return (
+                <TableRow key={key}>
+                  <TableCell align="left">{row.name}</TableCell>
+                  <TableCell align="right">{toCurrency(row.cpuCost, currency)}</TableCell>
+                  <TableCell align="right">{toCurrency(row.ramCost, currency)}</TableCell>
+                  <TableCell align="right">{toCurrency(row.pvCost, currency)}</TableCell>
+                  <TableCell align="right">{efficiency}%</TableCell>
+                  <TableCell align="right">{toCurrency(row.totalCost, currency)}</TableCell>
+                </TableRow>
+              )
+            })}
+          </TableBody>
+        </Table>
+      </TableContainer>
+      <TablePagination
+        component="div"
+        count={numData}
+        rowsPerPage={rowsPerPage}
+        rowsPerPageOptions={[10, 25, 50]}
+        page={Math.min(page, lastPage)}
+        onChangePage={handleChangePage}
+        onChangeRowsPerPage={handleChangeRowsPerPage}
+      />
+    </div>
+  )
+}
+
+export default React.memo(AllocationReport)

ui/src/components/Controls/Download.js

@@ -0,0 +1,89 @@
+import React from 'react'
+import { get, forEach, reverse, round, sortBy } from 'lodash'
+import ExportIcon from '@material-ui/icons/GetApp'
+import IconButton from '@material-ui/core/IconButton'
+import Tooltip from '@material-ui/core/Tooltip'
+
+const columns = [
+  {
+    head: "Name",
+    prop: "name",
+    currency: false,
+  }, {
+    head: "CPU",
+    prop: "cpuCost",
+    currency: true,
+  }, {
+    head: "GPU",
+    prop: "gpuCost",
+    currency: true,
+  }, {
+    head: "RAM",
+    prop: "ramCost",
+    currency: true,
+  }, {
+    head: "PV",
+    prop: "pvCost",
+    currency: true,
+  }, {
+    head: "Network",
+    prop: "networkCost",
+    currency: true,
+  }, {
+    head: "Shared",
+    prop: "sharedCost",
+    currency: true,
+  }, {
+    head: "Total",
+    prop: "totalCost",
+    currency: true,
+  }
+]
+
+const toCSVLine = (datum) => {
+  let cols = []
+
+  forEach(columns, c => {
+    if (c.currency) {
+      cols.push(round(get(datum, c.prop, 0.0), 2))
+    } else {
+      cols.push(`"${get(datum, c.prop, "")}"`)
+    }
+  })
+
+  return cols.join(',')
+}
+
+const DownloadControl = ({
+  cumulativeData,
+  title,
+}) => {
+  // downloadReport downloads a CSV of the cumulative allocation data
+  function downloadReport() {
+    // Build CSV
+    const head = columns.map(c => c.head).join(',')
+    const body = reverse(sortBy(cumulativeData, 'totalCost')).map(toCSVLine).join('\r\n')
+    const csv = `${head}\r\n${body}`
+
+    // Create download link
+    const a = document.createElement("a")
+    a.href = URL.createObjectURL(new Blob([csv], { type: "text/csv" }))
+    const filename = title.toLowerCase().replace(/\s/gi, '-')
+    a.setAttribute("download", `${filename}-${Date.now()}.csv`)
+
+    // Click the link
+    document.body.appendChild(a)
+    a.click()
+    document.body.removeChild(a)
+  }
+
+  return (
+    <Tooltip title="Download CSV">
+      <IconButton onClick={downloadReport}>
+        <ExportIcon />
+      </IconButton>
+    </Tooltip>
+  )
+}
+
+export default React.memo(DownloadControl)

ui/src/components/Controls/Edit.js

@@ -0,0 +1,59 @@
+import { makeStyles } from '@material-ui/styles';
+import FormControl from '@material-ui/core/FormControl'
+import InputLabel from '@material-ui/core/InputLabel'
+import MenuItem from '@material-ui/core/MenuItem'
+import Select from '@material-ui/core/Select'
+
+import React from 'react';
+
+import SelectWindow from '../SelectWindow';
+
+const useStyles = makeStyles({
+  wrapper: {
+    display: 'inline-flex',
+  },
+  formControl: {
+    margin: 8,
+    minWidth: 120,
+  },
+});
+
+function EditControl({
+  windowOptions, window, setWindow,
+  aggregationOptions, aggregateBy, setAggregateBy,
+  accumulateOptions, accumulate, setAccumulate,
+}) {
+  const classes = useStyles();
+  return (
+    <div className={classes.wrapper}>
+      <SelectWindow
+        windowOptions={windowOptions}
+        window={window}
+        setWindow={setWindow} />
+      <FormControl className={classes.formControl}>
+        <InputLabel id="aggregation-select-label">Breakdown</InputLabel>
+        <Select
+          id="aggregation-select"
+          value={aggregateBy}
+          onChange={e => {
+            setAggregateBy(e.target.value)
+          }}
+        >
+          {aggregationOptions.map((opt) => <MenuItem key={opt.value} value={opt.value}>{opt.name}</MenuItem>)}
+        </Select>
+      </FormControl>
+      <FormControl className={classes.formControl}>
+        <InputLabel id="accumulate-label">Resolution</InputLabel>
+        <Select
+          id="accumulate"
+          value={accumulate}
+          onChange={e => setAccumulate(e.target.value)}
+        >
+          {accumulateOptions.map((opt) => <MenuItem key={opt.value} value={opt.value}>{opt.name}</MenuItem>)}
+        </Select>
+      </FormControl>
+    </div>
+  );
+}
+
+export default React.memo(EditControl);

ui/src/components/Controls/index.js

@@ -0,0 +1,44 @@
+import React from 'react'
+import { makeStyles } from '@material-ui/styles'
+import EditControl from './Edit'
+import DownloadControl from './Download'
+
+const Controls = ({
+  windowOptions,
+  window,
+  setWindow,
+  aggregationOptions,
+  aggregateBy,
+  setAggregateBy,
+  accumulateOptions,
+  accumulate,
+  setAccumulate,
+  title,
+  cumulativeData,
+  currency,
+}) => {
+
+  return (
+    <div>
+      <EditControl
+        windowOptions={windowOptions}
+        window={window}
+        setWindow={setWindow}
+        aggregationOptions={aggregationOptions}
+        aggregateBy={aggregateBy}
+        setAggregateBy={setAggregateBy}
+        accumulateOptions={accumulateOptions}
+        accumulate={accumulate}
+        setAccumulate={setAccumulate}
+        currency={currency}
+      />
+
+      <DownloadControl
+        cumulativeData={cumulativeData}
+        title={title}
+      />
+    </div>
+  )
+}
+
+export default React.memo(Controls)

ui/src/components/Details.js

@@ -0,0 +1,227 @@
+import React, { memo, useEffect, useState } from 'react';
+import { forEach, get, reverse, round, sortBy } from 'lodash';
+import CircularProgress from '@material-ui/core/CircularProgress';
+import ClusterIcon from '@material-ui/icons/GroupWork';
+import NodeIcon from '@material-ui/icons/Memory';
+import List from '@material-ui/core/List';
+import ListItem from '@material-ui/core/ListItem';
+import ListItemIcon from '@material-ui/core/ListItemIcon';
+import ListItemText from '@material-ui/core/ListItemText';
+import Table from '@material-ui/core/Table';
+import TableBody from '@material-ui/core/TableBody';
+import TableCell from '@material-ui/core/TableCell';
+import TableContainer from '@material-ui/core/TableContainer';
+import TableHead from '@material-ui/core/TableHead';
+import TableRow from '@material-ui/core/TableRow';
+import Warnings from './Warnings';
+import AllocationService from '../services/allocation';
+import { bytesToString, toCurrency } from '../util';
+
+const Details = ({
+  window,
+  namespace,
+  controllerKind,
+  controller,
+  pod,
+  currency,
+}) => {
+  const [cluster, setCluster] = useState('')
+  const [node, setNode] = useState('')
+
+  const [fetch, setFetch] = useState(true)
+  const [loading, setLoading] = useState(false)
+  const [errors, setErrors] = useState([])
+  const [rows, setRows] = useState([])
+
+  useEffect(() => {
+    if (fetch) {
+      setCluster('')
+      setNode('')
+      fetchData()
+    }
+  }, [fetch])
+
+  async function fetchData() {
+    setLoading(true)
+    setErrors([])
+
+    try {
+      const filters = []
+
+      if (cluster) {
+        filters.push({
+          property: "cluster",
+          value: cluster,
+        })
+      }
+
+      if (node) {
+        filters.push({
+          property: "node",
+          value: node,
+        })
+      }
+
+      if (namespace) {
+        filters.push({
+          property: "namespace",
+          value: namespace,
+        })
+      }
+
+      if (controllerKind) {
+        filters.push({
+          property: "controllerKind",
+          value: controllerKind,
+        })
+      }
+
+      if (controller) {
+        filters.push({
+          property: "controller",
+          value: controller,
+        })
+      }
+
+      if (pod) {
+        filters.push({
+          property: "pod",
+          value: pod,
+        })
+      }
+
+      const resp = await AllocationService.fetchAllocation(window, '', { accumulate: true })
+
+      let data = []
+      forEach(resp.data[0], (datum) => {
+        if (datum.name === "__idle__") {
+          return
+        }
+
+        if (!cluster) {
+          setCluster(get(datum, 'properties.cluster', ''))
+        }
+
+        if (!node) {
+          setNode(get(datum, 'properties.node', ''))
+        }
+
+        // TODO can we get pod, container back in properties?
+        const names = datum.name.split("/")
+        datum.pod = names[names.length-2]
+        datum.container = names[names.length-1]
+
+        datum.hours = round(get(datum, 'minutes', 0.0) / 60.0, 2)
+
+        if (datum.hours > 0) {
+          datum.cpu = round(get(datum, 'cpuCoreHours', 0.0) / datum.hours, 2)
+          datum.cpuCostPerCoreHr = datum.cpuCost / (datum.cpu * datum.hours)
+          if (datum.cpu === 0) {
+            datum.cpuCostPerCoreHr = 0.0
+          }
+
+          datum.ram = round(get(datum, 'ramByteHours', 0.0) / datum.hours, 2)
+          const ramGiB = datum.ram / 1024 / 1024 / 1024
+          datum.ramCostPerGiBHr = datum.ramCost / (ramGiB * datum.hours)
+          if (ramGiB === 0) {
+            datum.ramCostPerGiBHr = 0.0
+          }
+        } else {
+          datum.cpu = 0.0
+          datum.cpuCostPerCoreHr = 0.0
+          datum.ram = 0.0
+          datum.ramCostPerGiBHr = 0.0
+        }
+
+        data.push(datum)
+      })
+
+      data = reverse(sortBy(data, 'totalCost'))
+
+      setRows(data)
+    } catch (e) {
+      console.warn(`Error fetching details for (${controllerKind}, ${controller}):`, e)
+      setErrors([{
+        primary: "Error fetching details",
+        secondary: `Tried fetching details for: ${namespace}, ${controllerKind}, ${controller}, ${pod}`,
+      }])
+    }
+
+    setLoading(false)
+    setFetch(false)
+  }
+
+  if (loading) {
+    return (
+      <div style={{ display: 'flex', justifyContent: 'center' }}>
+        <div style={{ paddingTop: 100, paddingBottom: 100 }}>
+          <CircularProgress />
+        </div>
+      </div>
+    )
+  }
+
+  return (
+    <div>
+
+      {!loading && errors.length > 0 && (
+        <div style={{ marginBottom: 20 }}>
+          <Warnings warnings={errors} />
+        </div>
+      )}
+
+      <List>
+        {cluster && (
+          <ListItem>
+            <ListItemIcon>
+              <ClusterIcon />
+            </ListItemIcon>
+            <ListItemText primary={cluster} />
+          </ListItem>
+        )}
+        {node && (
+        <ListItem>
+          <ListItemIcon>
+            <NodeIcon />
+          </ListItemIcon>
+          <ListItemText primary={node} />
+        </ListItem>
+        )}
+      </List>
+      <TableContainer>
+        <Table>
+          <TableHead>
+            <TableRow>
+              <TableCell align="left" component="th" scope="row" width={200}>Container</TableCell>
+              <TableCell align="right" component="th" scope="row">Hours</TableCell>
+              <TableCell align="right" component="th" scope="row">CPU</TableCell>
+              <TableCell align="right" component="th" scope="row">$/(CPU*Hr)</TableCell>
+              <TableCell align="right" component="th" scope="row">CPU cost</TableCell>
+              <TableCell align="right" component="th" scope="row">RAM</TableCell>
+              <TableCell align="right" component="th" scope="row">$/(GiB*Hr)</TableCell>
+              <TableCell align="right" component="th" scope="row">RAM cost</TableCell>
+              <TableCell align="right" component="th" scope="row">Total cost</TableCell>
+            </TableRow>
+          </TableHead>
+          <TableBody>
+            {rows.map((row, i) => (
+              <TableRow key={i} hover>
+                <TableCell align="left" component="th" scope="row" width={200}>{row.container}</TableCell>
+                <TableCell align="right" component="th" scope="row">{row.hours}</TableCell>
+                <TableCell align="right" component="th" scope="row">{row.cpu}</TableCell>
+                <TableCell align="right" component="th" scope="row">{toCurrency(row.cpuCostPerCoreHr, currency, 5)}</TableCell>
+                <TableCell align="right" component="th" scope="row">{toCurrency(row.cpuCost, currency, 3)}</TableCell>
+                <TableCell align="right" component="th" scope="row">{bytesToString(row.ram)}</TableCell>
+                <TableCell align="right" component="th" scope="row">{toCurrency(row.ramCostPerGiBHr, currency, 5)}</TableCell>
+                <TableCell align="right" component="th" scope="row">{toCurrency(row.ramCost, currency, 3)}</TableCell>
+                <TableCell align="right" component="th" scope="row">{toCurrency(row.totalCost, currency, 3)}</TableCell>
+              </TableRow>
+            ))}
+          </TableBody>
+        </Table>
+      </TableContainer>
+    </div>
+  )
+}
+
+export default memo(Details)

ui/src/components/Header.js

@@ -0,0 +1,47 @@
+import React from 'react'
+import { makeStyles } from '@material-ui/styles'
+import Breadcrumbs from '@material-ui/core/Breadcrumbs';
+import Link from '@material-ui/core/Link';
+import Typography from '@material-ui/core/Typography';
+
+const useStyles = makeStyles({
+  root: {
+    alignItems: 'center',
+    display: 'flex',
+    flexFlow: 'row',
+    marginBottom: 20,
+    width: '100%',
+  },
+  context: {
+    flex: '1 0 auto',
+  },
+  actions: {
+    flex: '0 0 auto',
+  },
+});
+
+const Header = (props) => {
+  const classes = useStyles()
+  const { title, breadcrumbs } = props
+  
+  return (
+    <div className={classes.root}>
+      <div className={classes.context}>
+        {title && <Typography variant="h4" className={classes.title}>{props.title}</Typography>}
+        {breadcrumbs && breadcrumbs.length > 0 && (
+          <Breadcrumbs aria-label="breadcrumb">
+            {breadcrumbs.slice(0, breadcrumbs.length-1).map(b => (
+              <Link color="inherit" href={b.href} key={b.name}>{b.name}</Link>
+            ))}
+            <Typography color="textPrimary">{breadcrumbs[breadcrumbs.length-1].name}</Typography>
+          </Breadcrumbs>
+        )}
+      </div>
+      <div className={classes.actions}>
+        {props.children}
+      </div>
+    </div>
+  )
+}
+
+export default Header

ui/src/components/Page.js

@@ -0,0 +1,33 @@
+import { makeStyles } from '@material-ui/styles'
+import React from 'react'
+
+const useStyles = makeStyles({
+  wrapper: {
+    display: 'flex',
+    flexFlow: 'column',
+    flexGrow: 1,
+    margin: '20px 30px 0 30px',
+    minWidth: 800,
+  },
+  flexGrow: {
+    display: 'flex',
+    flexFlow: 'column',
+    flexGrow: 1,
+  }
+})
+
+const Page = props => {
+  const classes = useStyles()
+
+  return (
+    <div className={classes.flexGrow}>
+      <div className={classes.wrapper}>
+        <div className={classes.flexGrow}>
+          {props.children}
+        </div>
+      </div>
+    </div>
+  )
+}
+
+export default Page

ui/src/components/SelectWindow.js

@@ -0,0 +1,190 @@
+import React, { useEffect, useState } from 'react'
+import { makeStyles } from '@material-ui/styles'
+import { endOfDay, startOfDay } from 'date-fns'
+import { MuiPickersUtilsProvider, KeyboardDatePicker } from '@material-ui/pickers'
+import Button from '@material-ui/core/Button'
+import DateFnsUtils from '@date-io/date-fns'
+import FormControl from '@material-ui/core/FormControl'
+import Link from '@material-ui/core/Link'
+import Popover from '@material-ui/core/Popover'
+import TextField from '@material-ui/core/TextField'
+import Typography from '@material-ui/core/Typography'
+import { isValid } from 'date-fns'
+import { find, get } from 'lodash'
+
+const useStyles = makeStyles({
+  dateContainer: {
+    paddingLeft: 18,
+    paddingRight: 18,
+    paddingTop: 6,
+    paddingBottom: 18,
+    display: 'flex',
+    flexFlow: 'row',
+  },
+  dateContainerColumn: {
+    display: 'flex',
+    flexFlow: 'column',
+  },
+  formControl: {
+    margin: 8,
+    width: 120,
+  },
+})
+
+const SelectWindow = ({ windowOptions, window, setWindow }) => {
+    const classes = useStyles()
+    const [anchorEl, setAnchorEl] = useState(null)
+  
+    const [startDate, setStartDate] = useState(null)
+    const [endDate, setEndDate] = useState(null)
+    const [intervalString, setIntervalString] = useState(null)
+  
+    const handleClick = (event) => {
+      setAnchorEl(event.currentTarget)
+    }
+  
+    const handleClose = () => {
+      setAnchorEl(null)
+    }
+  
+    const handleStartDateChange = (date) => {
+      if (isValid(date)) {
+        setStartDate(startOfDay(date))
+      }
+    }
+  
+    const handleEndDateChange = (date) => {
+      if (isValid(date)) {
+        setEndDate(endOfDay(date))
+      }
+    }
+  
+    const handleSubmitPresetDates = (dateString) => {
+      setWindow(dateString)
+      setStartDate(null)
+      setEndDate(null)
+      handleClose()
+    }
+  
+    const handleSubmitCustomDates = () => {
+      if (intervalString !== null) {
+        setWindow(intervalString)
+        handleClose()
+      }
+    }
+  
+    useEffect(() => {
+      if (startDate !== null && endDate !== null) {
+        // Note: getTimezoneOffset() is calculated based on current system locale, NOT date object
+        let adjustedStartDate = new Date(startDate - startDate.getTimezoneOffset() * 60000)
+        let adjustedEndDate = new Date(endDate - endDate.getTimezoneOffset() * 60000)
+        setIntervalString(
+          adjustedStartDate.toISOString().split('.')[0] + "Z" 
+          + "," 
+          + adjustedEndDate.toISOString().split('.')[0] + "Z"
+        )
+      }
+    }, [startDate, endDate])
+  
+    const open = Boolean(anchorEl)
+    const id = open ? 'date-range-popover' : undefined
+  
+    return (
+      <>
+        <FormControl className={classes.formControl}>
+          <TextField
+          id="filled-read-only-input"
+          label="Date Range"
+          value={get(find(windowOptions, { value: window }), "name", "Custom")}
+          onClick={e => handleClick(e)}
+          inputProps={{
+            readOnly: true,
+            style: { cursor: 'pointer' },
+          }}
+          />
+        </FormControl>
+        <Popover
+          id={id}
+          open={open}
+          anchorEl={anchorEl}
+          onClose={handleClose}
+          anchorOrigin={{
+            vertical: 'bottom',
+            horizontal: 'left',
+          }}
+          transformOrigin={{
+            vertical: 'top',
+            horizontal: 'center',
+          }}
+        >
+          <div className={classes.dateContainer}>
+            <div className={classes.dateContainerColumn}>
+            <MuiPickersUtilsProvider utils={DateFnsUtils}>
+              <KeyboardDatePicker
+                style={{ width: '144px' }}
+                autoOk={true}
+                disableToolbar
+                variant="inline"
+                format="MM/dd/yyyy"
+                margin="normal"
+                id="date-picker-start"
+                label="Start Date"
+                value={startDate}
+                maxDate={new Date()}
+                maxDateMessage="Date should not be after today."
+                onChange={handleStartDateChange}
+                KeyboardButtonProps={{
+                  'aria-label': 'change date',
+                }}
+              />
+              <KeyboardDatePicker
+                style={{ width: '144px' }}
+                autoOk={true}
+                disableToolbar
+                variant="inline"
+                format="MM/dd/yyyy"
+                margin="normal"
+                id="date-picker-end"
+                label="End Date"
+                value={endDate}
+                maxDate={new Date()}
+                maxDateMessage="Date should not be after today."
+                onChange={handleEndDateChange}
+                KeyboardButtonProps={{
+                  'aria-label': 'change date',
+                }}
+              />
+            </MuiPickersUtilsProvider>
+              <div>
+                <Button 
+                  style={{ marginTop: 16 }} 
+                  variant="contained" 
+                  color="default"
+                  onClick={handleSubmitCustomDates}
+                >
+                  Apply
+                </Button>
+              </div>
+            </div>
+            <div className={classes.dateContainerColumn} style={{ paddingTop: 12, marginLeft: 18 }}>
+              {windowOptions.map(opt => 
+              <Typography key={opt.value}
+              >
+                <Link
+                  style={{ cursor: "pointer" }}
+                  key={opt.value}
+                  value={opt.value}
+                  onClick={() => handleSubmitPresetDates(opt.value)}
+                >
+                  {opt.name}
+                </Link>
+              </Typography>
+              )}
+            </div>
+          </div>
+        </Popover>
+      </>
+    )
+  }
+
+  export default React.memo(SelectWindow)

ui/src/components/Subtitle.js

@@ -0,0 +1,43 @@
+import React from 'react'
+import { makeStyles } from '@material-ui/styles'
+import { isArray, upperFirst } from 'lodash'
+import Breadcrumbs from '@material-ui/core/Breadcrumbs'
+import Link from '@material-ui/core/Link'
+import NavigateNextIcon from '@material-ui/icons/NavigateNext'
+import Tooltip from '@material-ui/core/Tooltip'
+import Typography from '@material-ui/core/Typography'
+import { toVerboseTimeRange } from '../util';
+
+const useStyles = makeStyles({
+  root: {
+    '& > * + *': {
+      marginTop: 2,
+    },
+  },
+  link: {
+    cursor: "pointer",
+  },
+})
+
+const Subtitle = ({ report }) => {
+  const classes = useStyles()
+
+  const { aggregateBy, window } = report
+
+  return (
+    <div className={classes.root}>
+      <Breadcrumbs
+        separator={<NavigateNextIcon fontSize="small" />}
+        aria-label="breadcrumb"
+      >
+        {aggregateBy && aggregateBy.length > 0 ? (
+          <Typography>{toVerboseTimeRange(window)} by {upperFirst(aggregateBy)}</Typography>
+        ) : (
+          <Typography>{toVerboseTimeRange(window)}</Typography>
+        )}
+      </Breadcrumbs>
+    </div>
+  )
+}
+
+export default React.memo(Subtitle)

ui/src/components/Warnings.js

@@ -0,0 +1,37 @@
+import React from 'react'
+import { makeStyles } from '@material-ui/styles'
+import List from '@material-ui/core/List'
+import ListItem from '@material-ui/core/ListItem'
+import ListItemIcon from '@material-ui/core/ListItemIcon'
+import ListItemText from '@material-ui/core/ListItemText'
+import Paper from '@material-ui/core/Paper'
+import WarningIcon from '@material-ui/icons/Warning'
+
+const useStyles = makeStyles({
+  root: {},
+})
+
+const Warnings = ({warnings}) => {
+  const classes = useStyles()
+
+  if (!warnings || warnings.length === 0) {
+    return null
+  }
+
+  return (
+    <Paper className={classes.root}>
+      <List>
+        {warnings.map((warn, i) => (
+          <ListItem key={i}>
+            <ListItemIcon>
+              <WarningIcon />
+            </ListItemIcon>
+            <ListItemText primary={warn.primary} secondary={warn.secondary} />
+          </ListItem>
+        ))}
+      </List>
+    </Paper>
+  )
+}
+
+export default Warnings

ui/src/constants/colors.js

@@ -0,0 +1,38 @@
+import blue from '@material-ui/core/colors/blue'
+import brown from '@material-ui/core/colors/brown'
+import cyan from '@material-ui/core/colors/cyan'
+import deepOrange from '@material-ui/core/colors/deepOrange'
+import deepPurple from '@material-ui/core/colors/deepPurple'
+import green from '@material-ui/core/colors/green'
+import grey from '@material-ui/core/colors/grey'
+import indigo from '@material-ui/core/colors/indigo'
+import orange from '@material-ui/core/colors/orange'
+import red from '@material-ui/core/colors/red'
+import teal from '@material-ui/core/colors/teal'
+import yellow from '@material-ui/core/colors/yellow'
+
+export const primary = [
+  blue[500],
+  red[500],
+  green[500],
+  yellow[500],
+  cyan[500],
+  orange[500],
+  teal[500],
+  indigo[500],
+  deepOrange[500],
+  deepPurple[500],
+]
+
+export const greyscale = [
+  grey[300],
+  grey[400],
+  grey[200],
+  grey[500],
+  grey[100],
+  grey[600],
+]
+
+export const browns = [
+  brown[500],
+]

ui/src/css/index.css

@@ -0,0 +1,20 @@
+@import '../../node_modules/material-design-icons-iconfont/dist/material-design-icons.css';
+
+body {
+    background-color: #F3F3F3;
+    display: flex;
+    flex-flow: column;
+    font-family: 'Roboto', sans-serif;
+    margin: 0px;
+    overflow-y: scroll;
+}
+
+body .page-container {
+    display: flex;
+    flex-flow: column;
+    flex-grow: 1;
+}
+
+.recharts-tooltip-wrapper {
+    z-index: 1000;
+}

ui/src/index.html

@@ -0,0 +1,12 @@
+<!DOCTYPE html>
+<html>
+    <head>
+        <meta content="text/html;charset=utf-8" http-equiv="Content-Type">
+        <meta content="utf-8" http-equiv="encoding">
+        <link rel="stylesheet" href="./css/index.css">
+    </head>
+    <body>
+        <div id="app" class="page-container"></div>
+        <script src="./app.js"></script>
+    </body>
+</html>

ui/src/services/allocation.js

@@ -0,0 +1,21 @@
+import axios from 'axios';
+
+class AllocationService {
+  BASE_URL = 'http://localhost:9090/model/allocation';
+
+  async fetchAllocation(win, aggregate, options) {
+    const { accumulate, filters, } = options;
+    const params = {
+      window: win,
+      aggregate: aggregate,
+      step: '1d',
+    };
+    if (typeof accumulate === 'boolean') {
+      params.accumulate = accumulate;
+    }
+    const result = await axios.get(`${this.BASE_URL}/compute`, { params });
+    return result.data;
+  }
+}
+
+export default new AllocationService();

ui/src/util.js

@@ -0,0 +1,302 @@
+import { forEach, get, round } from 'lodash'
+
+// rangeToCumulative takes an AllocationSetRange (type: array[AllocationSet])
+// and accumulates the values into a single AllocationSet (type: object)
+export function rangeToCumulative(allocationSetRange, aggregateBy) {
+  if (allocationSetRange.length === 0) {
+    return null
+  }
+
+  const result = {}
+
+  forEach(allocationSetRange, (allocSet) => {
+    forEach(allocSet, (alloc) => {
+      if (result[alloc.name] === undefined) {
+        const hrs = get(alloc, 'minutes', 0) / 60.0
+
+        result[alloc.name] = {
+          name: alloc.name,
+          [aggregateBy]: alloc.name,
+          cpuCost: get(alloc, 'cpuCost', 0),
+          gpuCost: get(alloc, 'gpuCost', 0),
+          ramCost: get(alloc, 'ramCost', 0),
+          pvCost: get(alloc, 'pvCost', 0),
+          networkCost: get(alloc, 'networkCost', 0),
+          sharedCost: get(alloc, 'sharedCost', 0),
+          externalCost: get(alloc, 'externalCost', 0),
+          totalCost: get(alloc, 'totalCost', 0),
+          cpuUseCoreHrs: get(alloc, 'cpuCoreUsageAverage', 0) * hrs,
+          cpuReqCoreHrs: get(alloc, 'cpuCoreRequestAverage', 0) * hrs,
+          ramUseByteHrs: get(alloc, 'ramByteUsageAverage', 0) * hrs,
+          ramReqByteHrs: get(alloc, 'ramByteRequestAverage', 0) * hrs,
+          cpuEfficiency: get(alloc, 'cpuEfficiency', 0),
+          ramEfficiency: get(alloc, 'ramEfficiency', 0),
+          totalEfficiency: get(alloc, 'totalEfficiency', 0),
+        }
+      } else {
+        const hrs = get(alloc, 'minutes', 0) / 60.0
+
+        result[alloc.name].cpuCost += get(alloc, 'cpuCost', 0)
+        result[alloc.name].gpuCost += get(alloc, 'gpuCost', 0)
+        result[alloc.name].ramCost += get(alloc, 'ramCost', 0)
+        result[alloc.name].pvCost += get(alloc, 'pvCost', 0)
+        result[alloc.name].networkCost += get(alloc, 'networkCost', 0)
+        result[alloc.name].sharedCost += get(alloc, 'sharedCost', 0)
+        result[alloc.name].externalCost += get(alloc, 'externalCost', 0)
+        result[alloc.name].totalCost += get(alloc, 'totalCost', 0)
+        result[alloc.name].cpuUseCoreHrs += get(alloc, 'cpuCoreUsageAverage', 0) * hrs
+        result[alloc.name].cpuReqCoreHrs += get(alloc, 'cpuCoreRequestAverage', 0) * hrs
+        result[alloc.name].ramUseByteHrs += get(alloc, 'ramByteUsageAverage', 0) * hrs
+        result[alloc.name].ramReqByteHrs += get(alloc, 'ramByteRequestAverage', 0) * hrs
+      }
+    })
+  })
+
+  // If the range is of length > 1 (i.e. it is not just a single set) then
+  // compute efficiency for each result after accumulating.
+  if (allocationSetRange.length > 1) {
+    forEach(result, (alloc, name) => {
+      // If we can't compute total efficiency, it defaults to 0.0
+      let totalEfficiency = 0.0
+
+      // CPU efficiency is defined as (usage/request). If request == 0.0 but
+      // usage > 0, then efficiency gets set to 1.0.
+      let cpuEfficiency = 0.0
+      if (alloc.cpuReqCoreHrs > 0) {
+        cpuEfficiency = alloc.cpuUseCoreHrs / alloc.cpuReqCoreHrs
+      } else if (alloc.cpuUseCoreHrs > 0) {
+        cpuEfficiency = 1.0
+      }
+
+      // RAM efficiency is defined as (usage/request). If request == 0.0 but
+      // usage > 0, then efficiency gets set to 1.0.
+      let ramEfficiency = 0.0
+      if (alloc.ramReqByteHrs > 0) {
+        ramEfficiency = alloc.ramUseByteHrs / alloc.ramReqByteHrs
+      } else if (alloc.ramUseByteHrs > 0) {
+        ramEfficiency = 1.0
+      }
+
+      // Compute efficiency as the cost-weighted average of CPU and RAM
+      // efficiency
+      if ((alloc.cpuCost + alloc.ramCost) > 0.0) {
+        totalEfficiency = ((alloc.cpuCost*cpuEfficiency)+(alloc.ramCost*ramEfficiency)) / (alloc.cpuCost + alloc.ramCost)
+      }
+
+      result[name].cpuEfficiency = cpuEfficiency
+      result[name].ramEfficiency = ramEfficiency
+      result[name].totalEfficiency = totalEfficiency
+    })
+  }
+
+  return result
+}
+
+// cumulativeToTotals adds each entry in the given AllocationSet (type: object)
+// and returns a single Allocation (type: object) representing the totals
+export function cumulativeToTotals(allocationSet) {
+  let totals = {
+    name: 'Totals',
+    cpuCost: 0,
+    gpuCost: 0,
+    ramCost: 0,
+    pvCost: 0,
+    networkCost: 0,
+    sharedCost: 0,
+    externalCost: 0,
+    totalCost: 0,
+    cpuEfficiency: 0,
+    ramEfficiency: 0,
+    totalEfficiency: 0,
+  }
+
+  // Use these for computing efficiency. As such, idle will not factor into
+  // these numbers, including CPU and RAM cost.
+  let cpuReqCoreHrs = 0
+  let cpuUseCoreHrs = 0
+  let ramReqByteHrs = 0
+  let ramUseByteHrs = 0
+  let cpuCost = 0
+  let ramCost = 0
+
+  forEach(allocationSet, (alloc, name) => {
+    // Accumulate efficiency-related fields
+    if (name !== "__idle__") {
+      cpuReqCoreHrs += get(alloc, 'cpuReqCoreHrs', 0.0)
+      cpuUseCoreHrs += get(alloc, 'cpuUseCoreHrs', 0.0)
+      ramReqByteHrs += get(alloc, 'ramReqByteHrs', 0.0)
+      ramUseByteHrs += get(alloc, 'ramUseByteHrs', 0.0)
+      cpuCost += get(alloc, 'cpuCost', 0.0)
+      ramCost += get(alloc, 'ramCost', 0.0)
+    }
+
+    // Sum cumulative fields
+    totals.cpuCost += get(alloc, 'cpuCost', 0)
+    totals.gpuCost += get(alloc, 'gpuCost', 0)
+    totals.ramCost += get(alloc, 'ramCost', 0)
+    totals.pvCost += get(alloc, 'pvCost', 0)
+    totals.networkCost += get(alloc, 'networkCost', 0)
+    totals.sharedCost += get(alloc, 'sharedCost', 0)
+    totals.externalCost += get(alloc, 'externalCost', 0)
+    totals.totalCost += get(alloc, 'totalCost', 0)
+  })
+
+  // Compute efficiency
+  if (cpuReqCoreHrs > 0) {
+    totals.cpuEfficiency = cpuUseCoreHrs / cpuReqCoreHrs
+  } else if (cpuUseCoreHrs > 0) {
+    totals.cpuEfficiency = 1.0
+  }
+
+  if (ramReqByteHrs > 0) {
+    totals.ramEfficiency = ramUseByteHrs / ramReqByteHrs
+  } else if (ramUseByteHrs > 0) {
+    totals.ramEfficiency = 1.0
+  }
+
+  if ((cpuCost + ramCost) > 0) {
+    totals.totalEfficiency = ((cpuCost*totals.cpuEfficiency) + (ramCost*totals.ramEfficiency)) / (cpuCost + ramCost)
+  }
+
+  totals.cpuReqCoreHrs = cpuReqCoreHrs
+  totals.cpuUseCoreHrs = cpuUseCoreHrs
+  totals.ramReqByteHrs = ramReqByteHrs
+  totals.ramUseByteHrs = ramUseByteHrs
+
+  return totals
+}
+
+export function toVerboseTimeRange(window) {
+  const months = ['January', 'February', 'March', 'April', 'May', 'June', 'July', 'August', 'September', 'October', 'November', 'December']
+
+  const start = new Date()
+  start.setUTCHours(0, 0, 0, 0)
+
+  const end = new Date()
+  end.setUTCHours(0, 0, 0, 0)
+
+  switch (window) {
+    case 'today':
+      return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()}`
+    case 'yesterday':
+      start.setUTCDate(start.getUTCDate()-1)
+      return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()}`
+    case 'week':
+      start.setUTCDate(start.getUTCDate()-start.getUTCDay())
+      return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()} until now`
+    case 'month':
+      start.setUTCDate(1)
+      return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()} until now`
+    case 'lastweek':
+      start.setUTCDate(start.getUTCDate()-(start.getUTCDay()+7))
+      end.setUTCDate(end.getUTCDate()-(end.getUTCDay()+1))
+      return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()} through ${end.getUTCDate()} ${months[end.getUTCMonth()]} ${end.getUTCFullYear()}`
+    case 'lastmonth':
+      end.setUTCDate(1)
+      end.setUTCDate(end.getUTCDate()-1)
+      start.setUTCDate(1)
+      start.setUTCDate(start.getUTCDate()-1)
+      start.setUTCDate(1)
+      return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()} through ${end.getUTCDate()} ${months[end.getUTCMonth()]} ${end.getUTCFullYear()}`
+    case '6d':
+        start.setUTCDate(start.getUTCDate()-6)
+        return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()} through now`
+    case '29d':
+      start.setUTCDate(start.getUTCDate()-29)
+      return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()} through now`
+    case '59d':
+      start.setUTCDate(start.getUTCDate()-59)
+      return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()} through now`
+    case '89d':
+      start.setUTCDate(start.getUTCDate()-89)
+      return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()} through now`
+  }
+
+  const splitDates = window.split(",")
+  if (checkCustomWindow(window) && splitDates.length > 1) {
+    let s = splitDates[0].split(/\D+/).slice(0, 3)
+    let e = splitDates[1].split(/\D+/).slice(0, 3)
+    if (s.length === 3 && e.length === 3) {
+      start.setUTCFullYear(s[0], s[1]-1, s[2])
+      end.setUTCFullYear(e[0], e[1]-1, e[2])
+      if (start === end) {
+        return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()}`
+      } else {
+        return `${start.getUTCDate()} ${months[start.getUTCMonth()]} ${start.getUTCFullYear()} through ${end.getUTCDate()} ${months[end.getUTCMonth()]} ${end.getUTCFullYear()}`
+      }
+    }
+  }
+  return null
+}
+
+export function bytesToString(bytes) {
+  const ei = Math.pow(1024, 6)
+  if (bytes >= ei) {
+    return `${round(bytes/ei, 1)} EiB`
+  }
+  const pi = Math.pow(1024, 5)
+  if (bytes >= pi) {
+    return `${round(bytes/pi, 1)} PiB`
+  }
+  const ti = Math.pow(1024, 4)
+  if (bytes >= ti) {
+    return `${round(bytes/ti, 1)} TiB`
+  }
+  const gi = Math.pow(1024, 3)
+  if (bytes >= gi) {
+    return `${round(bytes/gi, 1)} GiB`
+  }
+  const mi = Math.pow(1024, 2)
+  if (bytes >= mi) {
+    return `${round(bytes/mi, 1)} MiB`
+  }
+  const ki = Math.pow(1024, 1)
+  if (bytes >= ki) {
+    return `${round(bytes/ki, 1)} KiB`
+  }
+
+  return `${round(bytes, 1)} B`
+}
+
+const currencyLocale = "en-US"
+
+export function toCurrency(amount, currency, precision) {
+  if (typeof amount !== "number") {
+    console.warn(`Tried to convert "${amount}" to currency, but it is not a number`)
+    return ""
+  }
+
+  if (currency === undefined || currency === "") {
+    currency = "USD"
+  }
+
+  const opts = {
+    style: "currency",
+    currency: currency,
+
+  }
+
+  if (typeof precision === "number") {
+    opts.minimumFractionDigits = precision
+    opts.maximumFractionDigits = precision
+  }
+
+  return amount.toLocaleString(currencyLocale, opts);
+}
+
+export function checkCustomWindow(window) {
+  // Example ISO interval string: 2020-12-02T00:00:00Z,2020-12-03T23:59:59Z
+  const customDateRegex = /\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z,\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z/
+  return customDateRegex.test(window)
+}
+
+
+
+export default {
+  rangeToCumulative,
+  cumulativeToTotals,
+  toVerboseTimeRange,
+  bytesToString,
+  toCurrency,
+  checkCustomWindow,
+}