Merge pull request #156 from zalando-incubator/networking.k8s.io

Add support for Ingress of API Group networking.k8s.io

.golangci.yml

@@ -1,7 +1,4 @@
 run:
-  skip-files:
-  - "pkg/provider/generated.conversion.go"
-  - "pkg/provider/conversion.go"
 linters-settings:
   golint:
       min-confidence: 0.9

.travis.yml

@@ -2,19 +2,19 @@ language: go
 dist: xenial
 
 go:
-  - "1.11.x"
+  - "1.14.x"
 
 env:
-- GO111MODULE=on GOLANGCI_RELEASE="v1.16.0"
+- GO111MODULE=on GOLANGCI_RELEASE="v1.21.0"
 
 before_install:
-  - go get github.com/mattn/goveralls
-  - go get github.com/lawrencewoodman/roveralls
+  - GO111MODULE=off go get github.com/mattn/goveralls
+  - GO111MODULE=off go get github.com/lawrencewoodman/roveralls
   - curl -sfL https://install.goreleaser.com/github.com/golangci/golangci-lint.sh | sh -s -- -b $(go env GOPATH)/bin ${GOLANGCI_RELEASE}
 
 script:
-  - make check
   - make test
   - make build.docker
+  - make check
   - roveralls
   - goveralls -v -coverprofile=roveralls.coverprofile -service=travis-ci

Makefile

@@ -19,7 +19,8 @@ test:
 	go test -v $(GOPKGS)
 
 check:
-	golangci-lint run ./...
+	go mod download
+	golangci-lint run --timeout=2m ./...
 
 build.local: build/$(BINARY)
 build.linux: build/linux/$(BINARY)

SECURITY.md

@@ -1,7 +1,8 @@
 We acknowledge that every line of code that we write may potentially contain security issues.
+We are trying to deal with it responsibly and provide patches as quickly as possible.
 
-We are trying to deal with it responsibly and provide patches as quickly as  possible. If you have anything to report to us please use the following channels:
+We host our bug bounty program on HackerOne, it is currently private, therefore if you would like to report a vulnerability and get rewarded for it, please ask to join our program by filling this form:
 
-Email: Tech-Security@zalando.de
-OR
-Submit your vulnerability report through our bug bounty program at: https://hackerone.com/zalando
+https://corporate.zalando.com/en/services-and-contact#security-form
+
+You can also send you report via this form if you do not want to join our bug bounty program and just want to report a vulnerability or security issue.

delivery.yaml

@@ -7,6 +7,8 @@ pipeline:
     - /go/pkg/mod       # pkg cache for Go modules
     - ~/.cache/go-build # Go build cache
   type: script
+  env:
+    GOFLAGS: "-mod=readonly"
   commands:
   - desc: test
     cmd: |
@@ -18,9 +20,11 @@ pipeline:
     cmd: |
       if [[ $CDP_TARGET_BRANCH == master && ! $CDP_PULL_REQUEST_NUMBER ]]; then
         IMAGE=registry-write.opensource.zalan.do/teapot/kube-metrics-adapter
-        VERSION=$(git describe --tags --always --dirty)
+        VERSION=$(git describe --tags --always)
       else
         IMAGE=registry-write.opensource.zalan.do/teapot/kube-metrics-adapter-test
         VERSION=$CDP_BUILD_VERSION
       fi
+      IMAGE=$IMAGE VERSION=$VERSION make build.docker
+      git diff --stat --exit-code
       IMAGE=$IMAGE VERSION=$VERSION make build.push

example/deploy/hpa.yaml

@@ -1,4 +1,4 @@
-apiVersion: autoscaling/v2beta1
+apiVersion: autoscaling/v2beta2
 kind: HorizontalPodAutoscaler
 metadata:
   name: custom-metrics-consumer
@@ -25,24 +25,36 @@ spec:
   # - type: Resource
   #   resource:
   #     name: cpu
-  #     targetAverageUtilization: 50
+  #     current:
+  #       averageUtilization: 50
+
   - type: Pods
     pods:
-      metricName: queue-length
-      targetAverageValue: 1k
+      metric:
+        name: queue-length
+      target:
+        averageValue: 1k
+        type: AverageValue
+
   - type: Object
     object:
-      metricName: requests-per-second
-      target:
+      describedObject:
         apiVersion: extensions/v1beta1
         kind: Ingress
         name: custom-metrics-consumer
-      targetValue: 10 # this will be treated as targetAverageValue
+      metric:
+        name: requests-per-second
+      target:
+        averageValue: "10"
+        type: AverageValue
   - type: External
     external:
-      metricName: sqs-queue-length
-      metricSelector:
-        matchLabels:
-          queue-name: foobar
-          region: eu-central-1
-      targetAverageValue: 30
+      metric:
+        name: sqs-queue-length
+        selector:
+          matchLabels:
+            queue-name: foobar
+            region: eu-central-1
+      target:
+        averageValue: "30"
+        type: AverageValue

go.mod

@@ -1,91 +1,32 @@
 module github.com/zalando-incubator/kube-metrics-adapter
 
 require (
-	bitbucket.org/ww/goautoneg v0.0.0-20120707110453-75cd24fc2f2c // indirect
-	github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78 // indirect
-	github.com/BurntSushi/toml v0.3.0 // indirect
 	github.com/NYTimes/gziphandler v1.0.1 // indirect
-	github.com/PuerkitoBio/purell v1.1.0 // indirect
-	github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578 // indirect
-	github.com/Sirupsen/logrus v1.0.6 // indirect
-	github.com/aws/aws-sdk-go v1.16.6
-	github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973 // indirect
-	github.com/boltdb/bolt v1.3.1 // indirect
-	github.com/coreos/bbolt v1.3.0 // indirect
-	github.com/coreos/etcd v3.3.9+incompatible // indirect
-	github.com/coreos/go-semver v0.2.0 // indirect
-	github.com/coreos/go-systemd v0.0.0-20180705093442-88bfeed483d3 // indirect
-	github.com/coreos/pkg v0.0.0-20180108230652-97fdf19511ea // indirect
-	github.com/dgrijalva/jwt-go v3.2.0+incompatible // indirect
-	github.com/docker/docker v1.13.1 // indirect
-	github.com/elazarl/go-bindata-assetfs v1.0.0 // indirect
-	github.com/emicklei/go-restful v2.8.0+incompatible // indirect
-	github.com/emicklei/go-restful-swagger12 v0.0.0-20170926063155-7524189396c6 // indirect
-	github.com/evanphx/json-patch v4.1.1-0.20190203004735-bbf30d639737+incompatible // indirect
-	github.com/fsnotify/fsnotify v1.4.7 // indirect
-	github.com/ghodss/yaml v1.0.0 // indirect
-	github.com/go-openapi/jsonpointer v0.0.0-20180322222829-3a0015ad55fa // indirect
-	github.com/go-openapi/jsonreference v0.0.0-20180322222742-3fb327e6747d // indirect
-	github.com/go-openapi/spec v0.0.0-20180801175345-384415f06ee2 // indirect
-	github.com/go-openapi/swag v0.0.0-20180715190254-becd2f08beaf // indirect
-	github.com/gogo/protobuf v1.1.1 // indirect
-	github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b
-	github.com/golang/groupcache v0.0.0-20180513044358-24b0969c4cb7 // indirect
-	github.com/google/btree v0.0.0-20180813153112-4030bb1f1f0c // indirect
-	github.com/google/gofuzz v0.0.0-20170612174753-24818f796faf // indirect
+	github.com/aws/aws-sdk-go v1.30.24
 	github.com/googleapis/gnostic v0.2.0 // indirect
-	github.com/gorilla/websocket v1.3.0 // indirect
-	github.com/gregjones/httpcache v0.0.0-20180305231024-9cad4c3443a7 // indirect
-	github.com/grpc-ecosystem/go-grpc-prometheus v1.2.0 // indirect
-	github.com/grpc-ecosystem/grpc-gateway v1.4.1 // indirect
-	github.com/hashicorp/golang-lru v0.0.0-20180201235237-0fb14efe8c47 // indirect
-	github.com/hpcloud/tail v1.0.0 // indirect
-	github.com/imdario/mergo v0.3.6 // indirect
-	github.com/inconshreveable/mousetrap v1.0.0 // indirect
-	github.com/jonboulle/clockwork v0.1.0 // indirect
-	github.com/json-iterator/go v1.1.5 // indirect
-	github.com/kubernetes-incubator/custom-metrics-apiserver v0.0.0-20190116221620-b7016fc85e1c
-	github.com/mailru/easyjson v0.0.0-20180823135443-60711f1a8329 // indirect
-	github.com/matttproud/golang_protobuf_extensions v1.0.1 // indirect
-	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
-	github.com/modern-go/reflect2 v1.0.1 // indirect
+	github.com/influxdata/influxdb-client-go v0.1.5
+	github.com/kubernetes-incubator/custom-metrics-apiserver v0.0.0-20200323093244-5046ce1afe6b
+	github.com/lib/pq v1.2.0 // indirect
+	github.com/mattn/go-colorable v0.1.4 // indirect
 	github.com/oliveagle/jsonpath v0.0.0-20180606110733-2e52cf6e6852
-	github.com/onsi/ginkgo v1.6.0 // indirect
-	github.com/onsi/gomega v1.4.1 // indirect
-	github.com/pborman/uuid v0.0.0-20180122190007-c65b2f87fee3 // indirect
-	github.com/peterbourgon/diskv v2.0.1+incompatible // indirect
-	github.com/prometheus/client_golang v0.9.0-pre1.0.20180824101016-4eb539fa85a2
-	github.com/prometheus/client_model v0.0.0-20180712105110-5c3871d89910 // indirect
-	github.com/prometheus/common v0.0.0-20180801064454-c7de2306084e
-	github.com/prometheus/procfs v0.0.0-20180725123919-05ee40e3a273 // indirect
-	github.com/sirupsen/logrus v1.3.0
-	github.com/soheilhy/cmux v0.1.4 // indirect
-	github.com/spf13/cobra v0.0.3
-	github.com/spf13/pflag v1.0.2 // indirect
-	github.com/stretchr/testify v1.2.2
-	github.com/tmc/grpc-websocket-proxy v0.0.0-20171017195756-830351dc03c6 // indirect
-	github.com/ugorji/go v1.1.1 // indirect
-	github.com/xiang90/probing v0.0.0-20160813154853-07dd2e8dfe18 // indirect
+	github.com/onsi/ginkgo v1.11.0 // indirect
+	github.com/onsi/gomega v1.8.1 // indirect
+	github.com/prometheus/client_golang v1.6.0
+	github.com/prometheus/common v0.9.1
+	github.com/sirupsen/logrus v1.6.0
+	github.com/spf13/cobra v0.0.7
+	github.com/stretchr/testify v1.5.1
 	github.com/zalando-incubator/cluster-lifecycle-manager v0.0.0-20180921141935-824b77fb1f84
-	golang.org/x/crypto v0.0.0-20181015023909-0c41d7ab0a0e // indirect
-	golang.org/x/net v0.0.0-20180824152047-4bcd98cce591 // indirect
-	golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be
-	golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f // indirect
-	golang.org/x/time v0.0.0-20180412165947-fbb02b2291d2 // indirect
-	google.golang.org/appengine v1.2.0 // indirect
-	google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8 // indirect
-	google.golang.org/grpc v1.14.0 // indirect
-	gopkg.in/airbrake/gobrake.v2 v2.0.9 // indirect
-	gopkg.in/fsnotify.v1 v1.4.7 // indirect
-	gopkg.in/gemnasium/logrus-airbrake-hook.v2 v2.1.2 // indirect
-	gopkg.in/inf.v0 v0.9.1 // indirect
-	gopkg.in/natefinch/lumberjack.v2 v2.0.0-20170531160350-a96e63847dc3 // indirect
-	gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7 // indirect
-	gopkg.in/yaml.v2 v2.2.1 // indirect
-	k8s.io/api v0.0.0-20190226173710-145d52631d00
-	k8s.io/apimachinery v0.0.0-20190221084156-01f179d85dbc
-	k8s.io/apiserver v0.0.0-20190226174732-cf2f1d68202d
-	k8s.io/client-go v2.0.0-alpha.0.0.20190226174127-78295b709ec6+incompatible
-	k8s.io/kube-openapi v0.0.0-20180731170545-e3762e86a74c // indirect
-	k8s.io/metrics v0.0.0-20190226180357-f3f09b9076d1
+	golang.org/x/crypto v0.0.0-20200220183623-bac4c82f6975 // indirect
+	golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45
+	golang.org/x/tools v0.0.0-20200204192400-7124308813f3 // indirect
+	honnef.co/go/tools v0.0.1-2020.1.3 // indirect
+	k8s.io/api v0.17.3
+	k8s.io/apimachinery v0.17.4
+	k8s.io/client-go v0.17.3
+	k8s.io/component-base v0.17.3
+	k8s.io/klog v1.0.0
+	k8s.io/metrics v0.17.3
 )
+
+go 1.13

main.go

@@ -18,12 +18,13 @@ package main
 
 import (
 	"flag"
+	_ "net/http/pprof"
 	"os"
 	"runtime"
 
 	"github.com/zalando-incubator/kube-metrics-adapter/pkg/server"
 	"k8s.io/apimachinery/pkg/util/wait"
-	"k8s.io/apiserver/pkg/util/logs"
+	"k8s.io/component-base/logs"
 )
 
 func main() {

pkg/annotations/parser_test.go

@@ -65,6 +65,42 @@ func TestParser(t *testing.T) {
 			},
 			PerReplica: false,
 		},
+		{
+			Name: "influxdb metrics",
+			Annotations: map[string]string{
+				"metric-config.external.flux-query.influxdb/range1m": `from(bucket: "?") |> range(start: -1m)`,
+				"metric-config.external.flux-query.influxdb/range2m": `from(bucket: "?") |> range(start: -2m)`,
+				"metric-config.external.flux-query.influxdb/range3m": `from(bucket: "?") |> range(start: -3m)`,
+				"metric-config.external.flux-query.influxdb/address": "http://localhost:9999",
+				"metric-config.external.flux-query.influxdb/token":   "sEcr3TT0ken",
+				"metric-config.external.flux-query.influxdb/org-id":  "deadbeef",
+			},
+			MetricName: "flux-query",
+			MetricType: autoscalingv2.ExternalMetricSourceType,
+			ExpectedConfig: map[string]string{
+				"range1m": `from(bucket: "?") |> range(start: -1m)`,
+				"range2m": `from(bucket: "?") |> range(start: -2m)`,
+				"range3m": `from(bucket: "?") |> range(start: -3m)`,
+				"address": "http://localhost:9999",
+				"token":   "sEcr3TT0ken",
+				"org-id":  "deadbeef",
+			},
+		},
+		{
+			Name: "http metrics",
+			Annotations: map[string]string{
+				"metric-config.external.http.json/json-key":   "$.metric.value",
+				"metric-config.external.http.json/endpoint":   "http://metric-source.source-namespace.svc.cluster.local:8000/metrics",
+				"metric-config.external.http.json/aggregator": "avg",
+			},
+			MetricName: "http",
+			MetricType: autoscalingv2.ExternalMetricSourceType,
+			ExpectedConfig: map[string]string{
+				"json-key":   "$.metric.value",
+				"endpoint":   "http://metric-source.source-namespace.svc.cluster.local:8000/metrics",
+				"aggregator": "avg",
+			},
+		},
 	} {
 		t.Run(tc.Name, func(t *testing.T) {
 			hpaMap := make(AnnotationConfigMap)

pkg/collector/aws_collector.go

@@ -56,11 +56,11 @@ func NewAWSSQSCollector(sessions map[string]*session.Session, config *MetricConf
 		return nil, fmt.Errorf("selector for queue is not specified")
 	}
 
-	name, ok := config.Metric.Selector.MatchLabels[sqsQueueNameLabelKey]
+	name, ok := config.Config[sqsQueueNameLabelKey]
 	if !ok {
 		return nil, fmt.Errorf("sqs queue name not specified on metric")
 	}
-	region, ok := config.Metric.Selector.MatchLabels[sqsQueueRegionLabelKey]
+	region, ok := config.Config[sqsQueueRegionLabelKey]
 	if !ok {
 		return nil, fmt.Errorf("sqs queue region is not specified on metric")
 	}

pkg/collector/collector.go

@@ -46,6 +46,14 @@ type CollectorPlugin interface {
 	NewCollector(hpa *autoscalingv2.HorizontalPodAutoscaler, config *MetricConfig, interval time.Duration) (Collector, error)
 }
 
+type PluginNotFoundError struct {
+	metricTypeName MetricTypeName
+}
+
+func (p *PluginNotFoundError) Error() string {
+	return fmt.Sprintf("no plugin found for %s", p.metricTypeName)
+}
+
 func (c *CollectorFactory) RegisterPodsCollector(metricCollector string, plugin CollectorPlugin) error {
 	if metricCollector == "" {
 		c.podsPlugins.Any = plugin
@@ -139,7 +147,7 @@ func (c *CollectorFactory) NewCollector(hpa *autoscalingv2.HorizontalPodAutoscal
 		}
 	}
 
-	return nil, fmt.Errorf("no plugin found for %s", config.MetricTypeName)
+	return nil, &PluginNotFoundError{metricTypeName: config.MetricTypeName}
 }
 
 type MetricTypeName struct {
@@ -165,6 +173,7 @@ type MetricConfig struct {
 	ObjectReference custom_metrics.ObjectReference
 	PerReplica      bool
 	Interval        time.Duration
+	MetricSpec      autoscalingv2.MetricSpec
 }
 
 // ParseHPAMetrics parses the HPA object into a list of metric configurations.
@@ -206,10 +215,15 @@ func ParseHPAMetrics(hpa *autoscalingv2.HorizontalPodAutoscaler) ([]*MetricConfi
 			MetricTypeName:  typeName,
 			ObjectReference: ref,
 			Config:          map[string]string{},
+			MetricSpec:      metric,
 		}
 
-		if metric.Type == autoscalingv2.ExternalMetricSourceType {
-			config.Config = metric.External.Metric.Selector.MatchLabels
+		if metric.Type == autoscalingv2.ExternalMetricSourceType &&
+			metric.External.Metric.Selector != nil &&
+			metric.External.Metric.Selector.MatchLabels != nil {
+			for k, v := range metric.External.Metric.Selector.MatchLabels {
+				config.Config[k] = v
+			}
 		}
 
 		annotationConfigs, present := parser.GetAnnotationConfig(typeName.Metric.Name, typeName.Type)
@@ -217,7 +231,11 @@ func ParseHPAMetrics(hpa *autoscalingv2.HorizontalPodAutoscaler) ([]*MetricConfi
 			config.CollectorName = annotationConfigs.CollectorName
 			config.Interval = annotationConfigs.Interval
 			config.PerReplica = annotationConfigs.PerReplica
-			config.Config = annotationConfigs.Configs
+			// configs specified in annotations takes precedence
+			// over labels
+			for k, v := range annotationConfigs.Configs {
+				config.Config[k] = v
+			}
 		}
 		metricConfigs = append(metricConfigs, config)
 	}

pkg/collector/http_collector.go

@@ -0,0 +1,103 @@
+package collector
+
+import (
+	"fmt"
+	"net/url"
+	"time"
+
+	"github.com/zalando-incubator/kube-metrics-adapter/pkg/collector/httpmetrics"
+
+	"github.com/oliveagle/jsonpath"
+	"k8s.io/api/autoscaling/v2beta2"
+	"k8s.io/apimachinery/pkg/api/resource"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/metrics/pkg/apis/external_metrics"
+)
+
+const (
+	HTTPMetricName            = "http"
+	HTTPEndpointAnnotationKey = "endpoint"
+	HTTPJsonPathAnnotationKey = "json-key"
+	identifierLabel           = "identifier"
+)
+
+type HTTPCollectorPlugin struct{}
+
+func NewHTTPCollectorPlugin() (*HTTPCollectorPlugin, error) {
+	return &HTTPCollectorPlugin{}, nil
+}
+
+func (p *HTTPCollectorPlugin) NewCollector(_ *v2beta2.HorizontalPodAutoscaler, config *MetricConfig, interval time.Duration) (Collector, error) {
+	collector := &HTTPCollector{}
+	var (
+		value string
+		ok    bool
+	)
+	if value, ok = config.Config[HTTPJsonPathAnnotationKey]; !ok {
+		return nil, fmt.Errorf("config value %s not found", HTTPJsonPathAnnotationKey)
+	}
+	jsonPath, err := jsonpath.Compile(value)
+	if err != nil {
+		return nil, fmt.Errorf("failed to parse json path: %v", err)
+	}
+	collector.jsonPath = jsonPath
+	if value, ok = config.Config[HTTPEndpointAnnotationKey]; !ok {
+		return nil, fmt.Errorf("config value %s not found", HTTPEndpointAnnotationKey)
+	}
+	collector.endpoint, err = url.Parse(value)
+	if err != nil {
+		return nil, err
+	}
+	collector.interval = interval
+	collector.metricType = config.Type
+	if config.Metric.Selector == nil || config.Metric.Selector.MatchLabels == nil {
+		return nil, fmt.Errorf("no label selector specified for metric: %s", config.Metric.Name)
+	}
+	if _, ok := config.Metric.Selector.MatchLabels[identifierLabel]; !ok {
+		return nil, fmt.Errorf("%s is not specified as a label for metric %s", identifierLabel, config.Metric.Name)
+	}
+	collector.metric = config.Metric
+	var aggFunc httpmetrics.AggregatorFunc
+
+	if val, ok := config.Config["aggregator"]; ok {
+		aggFunc, err = httpmetrics.ParseAggregator(val)
+		if err != nil {
+			return nil, err
+		}
+	}
+	collector.metricsGetter = httpmetrics.NewJSONPathMetricsGetter(httpmetrics.DefaultMetricsHTTPClient(), aggFunc, jsonPath)
+	return collector, nil
+}
+
+type HTTPCollector struct {
+	endpoint      *url.URL
+	jsonPath      *jsonpath.Compiled
+	interval      time.Duration
+	metricType    v2beta2.MetricSourceType
+	metricsGetter *httpmetrics.JSONPathMetricsGetter
+	metric        v2beta2.MetricIdentifier
+}
+
+func (c *HTTPCollector) GetMetrics() ([]CollectedMetric, error) {
+	metric, err := c.metricsGetter.GetMetric(*c.endpoint)
+	if err != nil {
+		return nil, err
+	}
+
+	value := CollectedMetric{
+		Type: c.metricType,
+		External: external_metrics.ExternalMetricValue{
+			MetricName:   c.metric.Name,
+			MetricLabels: c.metric.Selector.MatchLabels,
+			Timestamp: metav1.Time{
+				Time: time.Now(),
+			},
+			Value: *resource.NewMilliQuantity(int64(metric*1000), resource.DecimalSI),
+		},
+	}
+	return []CollectedMetric{value}, nil
+}
+
+func (c *HTTPCollector) Interval() time.Duration {
+	return c.interval
+}

pkg/collector/http_collector_test.go

@@ -0,0 +1,94 @@
+package collector
+
+import (
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"testing"
+
+	"github.com/stretchr/testify/require"
+	"k8s.io/api/autoscaling/v2beta2"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+)
+
+type testExternalMetricsHandler struct {
+	values []int64
+	test   *testing.T
+}
+
+func (t testExternalMetricsHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) {
+	response, err := json.Marshal(testMetricResponse{t.values})
+	require.NoError(t.test, err)
+	w.Header().Set("Content-Type", "application/json")
+	_, err = w.Write(response)
+	require.NoError(t.test, err)
+}
+
+func makeHTTPTestServer(t *testing.T, values []int64) string {
+	server := httptest.NewServer(&testExternalMetricsHandler{values: values, test: t})
+	return server.URL
+}
+
+func TestHTTPCollector(t *testing.T) {
+	for _, tc := range []struct {
+		name       string
+		values     []int64
+		output     int
+		aggregator string
+	}{
+		{
+			name:       "basic",
+			values:     []int64{3},
+			output:     3,
+			aggregator: "sum",
+		},
+		{
+			name:       "sum",
+			values:     []int64{3, 5, 6},
+			aggregator: "sum",
+			output:     14,
+		},
+		{
+			name:       "average",
+			values:     []int64{3, 5, 6},
+			aggregator: "sum",
+			output:     14,
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			testServer := makeHTTPTestServer(t, tc.values)
+			plugin, err := NewHTTPCollectorPlugin()
+			require.NoError(t, err)
+			testConfig := makeTestHTTPCollectorConfig(testServer, tc.aggregator)
+			collector, err := plugin.NewCollector(nil, testConfig, testInterval)
+			require.NoError(t, err)
+			metrics, err := collector.GetMetrics()
+			require.NoError(t, err)
+			require.NotNil(t, metrics)
+			require.Len(t, metrics, 1)
+			require.EqualValues(t, metrics[0].External.Value.Value(), tc.output)
+		})
+	}
+}
+
+func makeTestHTTPCollectorConfig(endpoint, aggregator string) *MetricConfig {
+	config := &MetricConfig{
+		MetricTypeName: MetricTypeName{
+			Type: v2beta2.ExternalMetricSourceType,
+			Metric: v2beta2.MetricIdentifier{
+				Name: "test-metric",
+				Selector: &v1.LabelSelector{
+					MatchLabels: map[string]string{identifierLabel: "test-metric"},
+				},
+			},
+		},
+		Config: map[string]string{
+			HTTPJsonPathAnnotationKey: "$.values",
+			HTTPEndpointAnnotationKey: endpoint,
+		},
+	}
+	if aggregator != "" {
+		config.Config["aggregator"] = aggregator
+	}
+	return config
+}

pkg/collector/httpmetrics/aggregator.go

@@ -0,0 +1,65 @@
+package httpmetrics
+
+import (
+	"fmt"
+	"math"
+)
+
+type AggregatorFunc func(...float64) float64
+
+// Average implements the average mathematical function over a slice of float64
+func Average(values ...float64) float64 {
+	sum := Sum(values...)
+	return sum / float64(len(values))
+}
+
+// Minimum implements the absolute minimum mathematical function over a slice of float64
+func Minimum(values ...float64) float64 {
+	// initialized with positive infinity, all finite numbers are smaller than it
+	curMin := math.Inf(1)
+	for _, v := range values {
+		if v < curMin {
+			curMin = v
+		}
+	}
+	return curMin
+}
+
+// Maximum implements the absolute maximum mathematical function over a slice of float64
+func Maximum(values ...float64) float64 {
+	// initialized with negative infinity, all finite numbers are bigger than it
+	curMax := math.Inf(-1)
+	for _, v := range values {
+		if v > curMax {
+			curMax = v
+		}
+	}
+	return curMax
+}
+
+// Sum implements the summation mathematical function over a slice of float64
+func Sum(values ...float64) float64 {
+	res := 0.0
+
+	for _, v := range values {
+		res += v
+	}
+
+	return res
+}
+
+// reduce will reduce a slice of numbers given a aggregator function's name. If it's empty or not recognized, an error is returned.
+func ParseAggregator(aggregator string) (AggregatorFunc, error) {
+	switch aggregator {
+	case "avg":
+		return Average, nil
+	case "min":
+		return Minimum, nil
+	case "max":
+		return Maximum, nil
+	case "sum":
+		return Sum, nil
+	default:
+		return nil, fmt.Errorf("aggregator function: %s is unknown", aggregator)
+	}
+}

pkg/collector/httpmetrics/aggregator_test.go

@@ -0,0 +1,57 @@
+package httpmetrics
+
+import (
+	"fmt"
+	"testing"
+
+	"github.com/stretchr/testify/require"
+)
+
+func TestReduce(t *testing.T) {
+	for _, tc := range []struct {
+		input      []float64
+		output     float64
+		aggregator string
+		parseError bool
+	}{
+		{
+			input:      []float64{1, 2, 3},
+			output:     2.0,
+			aggregator: "avg",
+			parseError: false,
+		},
+		{
+			input:      []float64{1, 2, 3},
+			output:     1.0,
+			aggregator: "min",
+			parseError: false,
+		},
+		{
+			input:      []float64{1, 2, 3},
+			output:     3.0,
+			aggregator: "max",
+			parseError: false,
+		},
+		{
+			input:      []float64{1, 2, 3},
+			output:     6.0,
+			aggregator: "sum",
+			parseError: false,
+		},
+		{
+			input:      []float64{1, 2, 3},
+			aggregator: "non-existent",
+			parseError: true,
+		},
+	} {
+		t.Run(fmt.Sprintf("Test function: %s", tc.aggregator), func(t *testing.T) {
+			aggFunc, err := ParseAggregator(tc.aggregator)
+			if tc.parseError {
+				require.Error(t, err)
+			} else {
+				val := aggFunc(tc.input...)
+				require.Equal(t, tc.output, val)
+			}
+		})
+	}
+}

pkg/collector/httpmetrics/json_path.go

@@ -0,0 +1,136 @@
+package httpmetrics
+
+import (
+	"encoding/json"
+	"fmt"
+	"io/ioutil"
+	"net"
+	"net/http"
+	"net/url"
+	"time"
+
+	"github.com/oliveagle/jsonpath"
+)
+
+// JSONPathMetricsGetter is a metrics getter which looks up pod metrics by
+// querying the pods metrics endpoint and lookup the metric value as defined by
+// the json path query.
+type JSONPathMetricsGetter struct {
+	jsonPath   *jsonpath.Compiled
+	aggregator AggregatorFunc
+	client     *http.Client
+}
+
+// NewJSONPathMetricsGetter initializes a new JSONPathMetricsGetter.
+func NewJSONPathMetricsGetter(httpClient *http.Client, aggregatorFunc AggregatorFunc, compiledPath *jsonpath.Compiled) *JSONPathMetricsGetter {
+	return &JSONPathMetricsGetter{client: httpClient, aggregator: aggregatorFunc, jsonPath: compiledPath}
+}
+
+var DefaultRequestTimeout = 15 * time.Second
+var DefaultConnectTimeout = 15 * time.Second
+
+func CustomMetricsHTTPClient(requestTimeout time.Duration, connectTimeout time.Duration) *http.Client {
+	client := &http.Client{
+		Transport: &http.Transport{
+			DialContext: (&net.Dialer{
+				Timeout: connectTimeout,
+			}).DialContext,
+			MaxIdleConns:          50,
+			IdleConnTimeout:       90 * time.Second,
+			ExpectContinueTimeout: 1 * time.Second,
+		},
+		Timeout: requestTimeout,
+	}
+	return client
+}
+
+func DefaultMetricsHTTPClient() *http.Client {
+	return CustomMetricsHTTPClient(DefaultRequestTimeout, DefaultConnectTimeout)
+}
+
+// GetMetric gets metric from pod by fetching json metrics from the pods metric
+// endpoint and extracting the desired value using the specified json path
+// query.
+func (g *JSONPathMetricsGetter) GetMetric(metricsURL url.URL) (float64, error) {
+	data, err := g.fetchMetrics(metricsURL)
+	if err != nil {
+		return 0, err
+	}
+
+	// parse data
+	var jsonData interface{}
+	err = json.Unmarshal(data, &jsonData)
+	if err != nil {
+		return 0, err
+	}
+
+	res, err := g.jsonPath.Lookup(jsonData)
+	if err != nil {
+		return 0, err
+	}
+
+	switch res := res.(type) {
+	case int:
+		return float64(res), nil
+	case float32:
+		return float64(res), nil
+	case float64:
+		return res, nil
+	case []interface{}:
+		if g.aggregator == nil {
+			return 0, fmt.Errorf("no aggregator function has been specified")
+		}
+		s, err := castSlice(res)
+		if err != nil {
+			return 0, err
+		}
+		return g.aggregator(s...), nil
+	default:
+		return 0, fmt.Errorf("unsupported type %T", res)
+	}
+}
+
+// castSlice takes a slice of interface and returns a slice of float64 if all
+// values in slice were castable, else returns an error
+func castSlice(in []interface{}) ([]float64, error) {
+	var out []float64
+
+	for _, v := range in {
+		switch v := v.(type) {
+		case int:
+			out = append(out, float64(v))
+		case float32:
+			out = append(out, float64(v))
+		case float64:
+			out = append(out, v)
+		default:
+			return nil, fmt.Errorf("slice was returned by JSONPath, but value inside is unsupported: %T", v)
+		}
+	}
+
+	return out, nil
+}
+
+func (g *JSONPathMetricsGetter) fetchMetrics(metricsURL url.URL) ([]byte, error) {
+	request, err := http.NewRequest(http.MethodGet, metricsURL.String(), nil)
+	if err != nil {
+		return nil, err
+	}
+
+	resp, err := g.client.Do(request)
+	if err != nil {
+		return nil, err
+	}
+	defer resp.Body.Close()
+
+	data, err := ioutil.ReadAll(resp.Body)
+	if err != nil {
+		return nil, err
+	}
+
+	if resp.StatusCode != http.StatusOK {
+		return nil, fmt.Errorf("unsuccessful response: %s", resp.Status)
+	}
+
+	return data, nil
+}

pkg/collector/httpmetrics/json_path_test.go

@@ -0,0 +1,89 @@
+package httpmetrics
+
+import (
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"net/url"
+	"testing"
+
+	"github.com/oliveagle/jsonpath"
+	"github.com/stretchr/testify/require"
+)
+
+func TestCastSlice(t *testing.T) {
+	res1, err1 := castSlice([]interface{}{1, 2, 3})
+	require.NoError(t, err1)
+	require.Equal(t, []float64{1.0, 2.0, 3.0}, res1)
+
+	res2, err2 := castSlice([]interface{}{float32(1.0), float32(2.0), float32(3.0)})
+	require.NoError(t, err2)
+	require.Equal(t, []float64{1.0, 2.0, 3.0}, res2)
+
+	res3, err3 := castSlice([]interface{}{float64(1.0), float64(2.0), float64(3.0)})
+	require.NoError(t, err3)
+	require.Equal(t, []float64{1.0, 2.0, 3.0}, res3)
+
+	res4, err4 := castSlice([]interface{}{1, 2, "some string"})
+	require.Errorf(t, err4, "slice was returned by JSONPath, but value inside is unsupported: %T", "string")
+	require.Equal(t, []float64(nil), res4)
+}
+
+type testValueResponse struct {
+	Value int64 `json:"value"`
+}
+
+type testValueArrayResponse struct {
+	Value []int64 `json:"value"`
+}
+
+func makeTestHTTPServer(t *testing.T, values ...int64) *httptest.Server {
+	h := func(w http.ResponseWriter, r *http.Request) {
+		require.Equal(t, r.URL.Path, "/metrics")
+		w.Header().Set("Content-Type", "application/json")
+		var (
+			response []byte
+			err      error
+		)
+		if len(values) == 1 {
+			response, err = json.Marshal(testValueResponse{Value: values[0]})
+			require.NoError(t, err)
+		} else {
+			response, err = json.Marshal(testValueArrayResponse{Value: values})
+			require.NoError(t, err)
+		}
+		_, err = w.Write(response)
+		require.NoError(t, err)
+	}
+	return httptest.NewServer(http.HandlerFunc(h))
+}
+
+func TestJSONPathMetricsGetter(t *testing.T) {
+	for _, tc := range []struct {
+		name       string
+		input      []int64
+		output     float64
+		aggregator AggregatorFunc
+	}{
+		{
+			name:       "basic average",
+			input:      []int64{3, 4, 5},
+			output:     4,
+			aggregator: Average,
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			server := makeTestHTTPServer(t, tc.input...)
+			defer server.Close()
+			path, err := jsonpath.Compile("$.value")
+			require.NoError(t, err)
+			getter := NewJSONPathMetricsGetter(DefaultMetricsHTTPClient(), tc.aggregator, path)
+			url, err := url.Parse(fmt.Sprintf("%s/metrics", server.URL))
+			require.NoError(t, err)
+			metric, err := getter.GetMetric(*url)
+			require.NoError(t, err)
+			require.Equal(t, tc.output, metric)
+		})
+	}
+}

pkg/collector/httpmetrics/pod_metrics.go

@@ -0,0 +1,120 @@
+package httpmetrics
+
+import (
+	"fmt"
+	"net/url"
+	"strconv"
+	"time"
+
+	"github.com/oliveagle/jsonpath"
+	v1 "k8s.io/api/core/v1"
+)
+
+type PodMetricsGetter interface {
+	GetMetric(pod *v1.Pod) (float64, error)
+}
+
+type PodMetricsJSONPathGetter struct {
+	scheme       string
+	path         string
+	rawQuery     string
+	port         int
+	metricGetter *JSONPathMetricsGetter
+}
+
+func (g PodMetricsJSONPathGetter) GetMetric(pod *v1.Pod) (float64, error) {
+	if pod.Status.PodIP == "" {
+		return 0, fmt.Errorf("pod %s/%s does not have a pod IP", pod.Namespace, pod.Name)
+	}
+	metricsURL := g.buildMetricsURL(pod.Status.PodIP)
+	return g.metricGetter.GetMetric(metricsURL)
+}
+
+func NewPodMetricsJSONPathGetter(config map[string]string) (*PodMetricsJSONPathGetter, error) {
+	getter := PodMetricsJSONPathGetter{}
+	var (
+		jsonPath   *jsonpath.Compiled
+		aggregator AggregatorFunc
+		err        error
+	)
+
+	if v, ok := config["json-key"]; ok {
+		path, err := jsonpath.Compile(v)
+		if err != nil {
+			return nil, fmt.Errorf("failed to parse json path definition: %v", err)
+		}
+
+		jsonPath = path
+	}
+
+	if v, ok := config["scheme"]; ok {
+		getter.scheme = v
+	}
+
+	if v, ok := config["path"]; ok {
+		getter.path = v
+	}
+
+	if v, ok := config["raw-query"]; ok {
+		getter.rawQuery = v
+	}
+
+	if v, ok := config["port"]; ok {
+		n, err := strconv.Atoi(v)
+		if err != nil {
+			return nil, err
+		}
+		getter.port = n
+	}
+
+	if v, ok := config["aggregator"]; ok {
+		aggregator, err = ParseAggregator(v)
+		if err != nil {
+			return nil, err
+		}
+	}
+
+	requestTimeout := DefaultRequestTimeout
+	connectTimeout := DefaultConnectTimeout
+
+	if v, ok := config["request-timeout"]; ok {
+		d, err := time.ParseDuration(v)
+		if err != nil {
+			return nil, err
+		}
+		if d < 0 {
+			return nil, fmt.Errorf("Invalid request-timeout config value: %s", v)
+		}
+		requestTimeout = d
+	}
+
+	if v, ok := config["connect-timeout"]; ok {
+		d, err := time.ParseDuration(v)
+		if err != nil {
+			return nil, err
+		}
+		if d < 0 {
+			return nil, fmt.Errorf("Invalid connect-timeout config value: %s", v)
+		}
+		connectTimeout = d
+	}
+
+	getter.metricGetter = NewJSONPathMetricsGetter(CustomMetricsHTTPClient(requestTimeout, connectTimeout), aggregator, jsonPath)
+	return &getter, nil
+}
+
+// buildMetricsURL will build the full URL needed to hit the pod metric endpoint.
+func (g *PodMetricsJSONPathGetter) buildMetricsURL(podIP string) url.URL {
+	var scheme = g.scheme
+
+	if scheme == "" {
+		scheme = "http"
+	}
+
+	return url.URL{
+		Scheme:   scheme,
+		Host:     fmt.Sprintf("%s:%d", podIP, g.port),
+		Path:     g.path,
+		RawQuery: g.rawQuery,
+	}
+}

pkg/collector/httpmetrics/pod_metrics_test.go

@@ -0,0 +1,198 @@
+package httpmetrics
+
+import (
+	"fmt"
+	"testing"
+	"time"
+
+	"github.com/oliveagle/jsonpath"
+	"github.com/stretchr/testify/require"
+)
+
+func compareMetricsGetter(t *testing.T, first, second *PodMetricsJSONPathGetter) {
+	require.Equal(t, first.metricGetter.jsonPath, second.metricGetter.jsonPath)
+	require.Equal(t, first.scheme, second.scheme)
+	require.Equal(t, first.path, second.path)
+	require.Equal(t, first.port, second.port)
+}
+
+func TestNewPodJSONPathMetricsGetter(t *testing.T) {
+	configNoAggregator := map[string]string{
+		"json-key": "$.value",
+		"scheme":   "http",
+		"path":     "/metrics",
+		"port":     "9090",
+	}
+	jpath1, _ := jsonpath.Compile(configNoAggregator["json-key"])
+	getterNoAggregator, err1 := NewPodMetricsJSONPathGetter(configNoAggregator)
+
+	require.NoError(t, err1)
+	compareMetricsGetter(t, &PodMetricsJSONPathGetter{
+		metricGetter: &JSONPathMetricsGetter{jsonPath: jpath1},
+		scheme:       "http",
+		path:         "/metrics",
+		port:         9090,
+	}, getterNoAggregator)
+
+	configAggregator := map[string]string{
+		"json-key":   "$.values",
+		"scheme":     "http",
+		"path":       "/metrics",
+		"port":       "9090",
+		"aggregator": "avg",
+	}
+	jpath2, _ := jsonpath.Compile(configAggregator["json-key"])
+	getterAggregator, err2 := NewPodMetricsJSONPathGetter(configAggregator)
+
+	require.NoError(t, err2)
+	compareMetricsGetter(t, &PodMetricsJSONPathGetter{
+		metricGetter: &JSONPathMetricsGetter{jsonPath: jpath2, aggregator: Average},
+		scheme:       "http",
+		path:         "/metrics",
+		port:         9090,
+	}, getterAggregator)
+
+	configErrorJSONPath := map[string]string{
+		"json-key": "{}",
+		"scheme":   "http",
+		"path":     "/metrics",
+		"port":     "9090",
+	}
+
+	_, err3 := NewPodMetricsJSONPathGetter(configErrorJSONPath)
+	require.Error(t, err3)
+
+	configErrorPort := map[string]string{
+		"json-key": "$.values",
+		"scheme":   "http",
+		"path":     "/metrics",
+		"port":     "a9090",
+	}
+
+	_, err4 := NewPodMetricsJSONPathGetter(configErrorPort)
+	require.Error(t, err4)
+
+	configWithRawQuery := map[string]string{
+		"json-key":  "$.values",
+		"scheme":    "http",
+		"path":      "/metrics",
+		"port":      "9090",
+		"raw-query": "foo=bar&baz=bop",
+	}
+	jpath5, _ := jsonpath.Compile(configWithRawQuery["json-key"])
+	getterWithRawQuery, err5 := NewPodMetricsJSONPathGetter(configWithRawQuery)
+
+	require.NoError(t, err5)
+	compareMetricsGetter(t, &PodMetricsJSONPathGetter{
+		metricGetter: &JSONPathMetricsGetter{jsonPath: jpath5},
+		scheme:       "http",
+		path:         "/metrics",
+		port:         9090,
+		rawQuery:     "foo=bar&baz=bop",
+	}, getterWithRawQuery)
+}
+
+func TestBuildMetricsURL(t *testing.T) {
+	scheme := "http"
+	ip := "1.2.3.4"
+	port := "9090"
+	path := "/v1/test/"
+	rawQuery := "foo=bar&baz=bop"
+
+	// Test building URL with rawQuery
+	configWithRawQuery := map[string]string{
+		"json-key":  "$.value",
+		"scheme":    scheme,
+		"path":      path,
+		"port":      port,
+		"raw-query": rawQuery,
+	}
+	_, err := jsonpath.Compile(configWithRawQuery["json-key"])
+	require.NoError(t, err)
+	getterWithRawQuery, err1 := NewPodMetricsJSONPathGetter(configWithRawQuery)
+	require.NoError(t, err1)
+
+	expectedURLWithQuery := fmt.Sprintf("%s://%s:%s%s?%s", scheme, ip, port, path, rawQuery)
+	receivedURLWithQuery := getterWithRawQuery.buildMetricsURL(ip)
+	require.Equal(t, receivedURLWithQuery.String(), expectedURLWithQuery)
+
+	// Test building URL without rawQuery
+	configWithNoQuery := map[string]string{
+		"json-key": "$.value",
+		"scheme":   scheme,
+		"path":     path,
+		"port":     port,
+	}
+	_, err2 := jsonpath.Compile(configWithNoQuery["json-key"])
+	require.NoError(t, err2)
+	getterWithNoQuery, err3 := NewPodMetricsJSONPathGetter(configWithNoQuery)
+	require.NoError(t, err3)
+
+	expectedURLNoQuery := fmt.Sprintf("%s://%s:%s%s", scheme, ip, port, path)
+	receivedURLNoQuery := getterWithNoQuery.buildMetricsURL(ip)
+	require.Equal(t, receivedURLNoQuery.String(), expectedURLNoQuery)
+}
+
+func TestCustomTimeouts(t *testing.T) {
+	scheme := "http"
+	port := "9090"
+	path := "/v1/test/"
+
+	// Test no custom options results in default timeouts
+	defaultConfig := map[string]string{
+		"json-key":  "$.value",
+		"scheme":    scheme,
+		"path":      path,
+		"port":      port,
+	}
+	defaultTime := time.Duration(15000) * time.Millisecond
+
+	defaultGetter, err1 := NewPodMetricsJSONPathGetter(defaultConfig)
+	require.NoError(t, err1)
+	require.Equal(t, defaultGetter.metricGetter.client.Timeout, defaultTime)
+
+	// Test with custom request timeout
+	configWithRequestTimeout := map[string]string{
+		"json-key":  "$.value",
+		"scheme":    scheme,
+		"path":      path,
+		"port":      port,
+		"request-timeout": "978ms",
+	}
+	exectedTimeout := time.Duration(978) * time.Millisecond
+	customRequestGetter, err2 := NewPodMetricsJSONPathGetter(configWithRequestTimeout)
+	require.NoError(t, err2)
+	require.Equal(t, customRequestGetter.metricGetter.client.Timeout, exectedTimeout)
+
+	// Test with custom connect timeout. Unfortunately, it seems there's no way to access the
+	// connect timeout of the client struct to actually verify it's set :/
+	configWithConnectTimeout := map[string]string{
+		"json-key":  "$.value",
+		"scheme":    scheme,
+		"path":      path,
+		"port":      port,
+		"connect-timeout": "512ms",
+	}
+	customRequestGetter, err3 := NewPodMetricsJSONPathGetter(configWithConnectTimeout)
+	require.NoError(t, err3)
+
+	configWithInvalidTimeout := map[string]string{
+		"json-key":  "$.value",
+		"scheme":    scheme,
+		"path":      path,
+		"port":      port,
+		"request-timeout": "-256ms",
+	}
+	_, err4 := NewPodMetricsJSONPathGetter(configWithInvalidTimeout)
+	require.Error(t, err4)
+
+	configWithInvalidTimeout = map[string]string{
+		"json-key":  "$.value",
+		"scheme":    scheme,
+		"path":      path,
+		"port":      port,
+		"connect-timeout": "-256ms",
+	}
+	_, err5 := NewPodMetricsJSONPathGetter(configWithInvalidTimeout)
+	require.Error(t, err5)
+}

pkg/collector/influxdb_collector.go

@@ -0,0 +1,152 @@
+package collector
+
+import (
+	"context"
+	"fmt"
+	"time"
+
+	"github.com/influxdata/influxdb-client-go"
+	"k8s.io/api/autoscaling/v2beta2"
+	autoscalingv2 "k8s.io/api/autoscaling/v2beta2"
+	"k8s.io/apimachinery/pkg/api/resource"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes"
+	"k8s.io/metrics/pkg/apis/external_metrics"
+)
+
+const (
+	InfluxDBMetricName        = "flux-query"
+	influxDBAddressKey        = "address"
+	influxDBTokenKey          = "token"
+	influxDBOrgKey            = "org"
+	influxDBQueryNameLabelKey = "query-name"
+)
+
+type InfluxDBCollectorPlugin struct {
+	kubeClient kubernetes.Interface
+	address    string
+	token      string
+	org        string
+}
+
+func NewInfluxDBCollectorPlugin(client kubernetes.Interface, address, token, org string) (*InfluxDBCollectorPlugin, error) {
+	return &InfluxDBCollectorPlugin{
+		kubeClient: client,
+		address:    address,
+		token:      token,
+		org:        org,
+	}, nil
+}
+
+func (p *InfluxDBCollectorPlugin) NewCollector(hpa *v2beta2.HorizontalPodAutoscaler, config *MetricConfig, interval time.Duration) (Collector, error) {
+	return NewInfluxDBCollector(p.address, p.token, p.org, config, interval)
+}
+
+type InfluxDBCollector struct {
+	address string
+	token   string
+	org     string
+
+	influxDBClient *influxdb.Client
+	interval       time.Duration
+	metric         autoscalingv2.MetricIdentifier
+	metricType     autoscalingv2.MetricSourceType
+	query          string
+}
+
+func NewInfluxDBCollector(address string, token string, org string, config *MetricConfig, interval time.Duration) (*InfluxDBCollector, error) {
+	collector := &InfluxDBCollector{
+		interval:   interval,
+		metric:     config.Metric,
+		metricType: config.Type,
+	}
+	switch configType := config.Type; configType {
+	case autoscalingv2.ObjectMetricSourceType:
+		return nil, fmt.Errorf("InfluxDB does not support object, but only external custom metrics")
+	case autoscalingv2.ExternalMetricSourceType:
+		// `metricSelector` is flattened into the MetricConfig.Config.
+		queryName, ok := config.Config[influxDBQueryNameLabelKey]
+		if !ok {
+			return nil, fmt.Errorf("selector for Flux query is not specified, "+
+				"please add metricSelector.matchLabels.%s: <...> to .yml description", influxDBQueryNameLabelKey)
+		}
+		if query, ok := config.Config[queryName]; ok {
+			// TODO(affo): validate the query once this is done:
+			//  https://github.com/influxdata/influxdb-client-go/issues/73.
+			collector.query = query
+		} else {
+			return nil, fmt.Errorf("no Flux query defined for metric \"%s\"", config.Metric.Name)
+		}
+	default:
+		return nil, fmt.Errorf("unknown metric type: %v", configType)
+	}
+	// Use custom InfluxDB config if defined in HPA annotation.
+	if v, ok := config.Config[influxDBAddressKey]; ok {
+		address = v
+	}
+	if v, ok := config.Config[influxDBTokenKey]; ok {
+		token = v
+	}
+	if v, ok := config.Config[influxDBOrgKey]; ok {
+		org = v
+	}
+	influxDbClient, err := influxdb.New(address, token)
+	if err != nil {
+		return nil, err
+	}
+	collector.address = address
+	collector.token = token
+	collector.org = org
+	collector.influxDBClient = influxDbClient
+	return collector, nil
+}
+
+// queryResult is for unmarshaling the result from InfluxDB.
+// The FluxQuery should make it so that the resulting table contains the column "metricvalue".
+type queryResult struct {
+	MetricValue float64
+}
+
+// getValue returns the first result gathered from an InfluxDB instance.
+func (c *InfluxDBCollector) getValue() (resource.Quantity, error) {
+	res, err := c.influxDBClient.QueryCSV(context.Background(), c.query, c.org)
+	if err != nil {
+		return resource.Quantity{}, err
+	}
+	defer res.Close()
+	// Keeping just the first result.
+	if res.Next() {
+		qr := queryResult{}
+		if err := res.Unmarshal(&qr); err != nil {
+			return resource.Quantity{}, fmt.Errorf("error in unmarshaling query result: %v", err)
+		}
+		return *resource.NewMilliQuantity(int64(qr.MetricValue*1000), resource.DecimalSI), nil
+	}
+	if err := res.Err; err != nil {
+		return resource.Quantity{}, fmt.Errorf("error in query result: %v", err)
+	}
+	return resource.Quantity{}, fmt.Errorf("empty result returned")
+}
+
+func (c *InfluxDBCollector) GetMetrics() ([]CollectedMetric, error) {
+	v, err := c.getValue()
+	if err != nil {
+		return nil, err
+	}
+	cm := CollectedMetric{
+		Type: c.metricType,
+		External: external_metrics.ExternalMetricValue{
+			MetricName:   c.metric.Name,
+			MetricLabels: c.metric.Selector.MatchLabels,
+			Timestamp: metav1.Time{
+				Time: time.Now().UTC(),
+			},
+			Value: v,
+		},
+	}
+	return []CollectedMetric{cm}, nil
+}
+
+func (c *InfluxDBCollector) Interval() time.Duration {
+	return c.interval
+}

pkg/collector/influxdb_collector_test.go

@@ -0,0 +1,155 @@
+package collector
+
+import (
+	"strings"
+	"testing"
+	"time"
+
+	"k8s.io/api/autoscaling/v2beta2"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+)
+
+func TestInfluxDBCollector_New(t *testing.T) {
+	t.Run("simple", func(t *testing.T) {
+		m := &MetricConfig{
+			MetricTypeName: MetricTypeName{
+				Type: v2beta2.ExternalMetricSourceType,
+				Metric: v2beta2.MetricIdentifier{
+					Name: "flux-query",
+					// This is actually useless, because the selector should be flattened in Config when parsing.
+					Selector: &v1.LabelSelector{
+						MatchLabels: map[string]string{
+							"query-name": "range2m",
+						},
+					},
+				},
+			},
+			CollectorName: "influxdb",
+			Config: map[string]string{
+				"range1m":    `from(bucket: "?") |> range(start: -1m)`,
+				"range2m":    `from(bucket: "?") |> range(start: -2m)`,
+				"range3m":    `from(bucket: "?") |> range(start: -3m)`,
+				"query-name": "range2m",
+			},
+		}
+		c, err := NewInfluxDBCollector("http://localhost:9999", "secret", "deadbeef", m, time.Second)
+		if err != nil {
+			t.Fatalf("unexpected error: %v", err)
+		}
+		if got, want := c.org, "deadbeef"; want != got {
+			t.Errorf("unexpected value -want/+got:\n\t-%s\n\t+%s", want, got)
+		}
+		if got, want := c.address, "http://localhost:9999"; want != got {
+			t.Errorf("unexpected value -want/+got:\n\t-%s\n\t+%s", want, got)
+		}
+		if got, want := c.token, "secret"; want != got {
+			t.Errorf("unexpected value -want/+got:\n\t-%s\n\t+%s", want, got)
+		}
+		if got, want := c.query, `from(bucket: "?") |> range(start: -2m)`; want != got {
+			t.Errorf("unexpected value -want/+got:\n\t-%s\n\t+%s", want, got)
+		}
+	})
+	t.Run("override params", func(t *testing.T) {
+		m := &MetricConfig{
+			MetricTypeName: MetricTypeName{
+				Type: v2beta2.ExternalMetricSourceType,
+				Metric: v2beta2.MetricIdentifier{
+					Name: "flux-query",
+					Selector: &v1.LabelSelector{
+						MatchLabels: map[string]string{
+							"query-name": "range2m",
+						},
+					},
+				},
+			},
+			CollectorName: "influxdb",
+			Config: map[string]string{
+				"range1m":    `from(bucket: "?") |> range(start: -1m)`,
+				"range2m":    `from(bucket: "?") |> range(start: -2m)`,
+				"range3m":    `from(bucket: "?") |> range(start: -3m)`,
+				"address":    "http://localhost:9999",
+				"token":      "sEcr3TT0ken",
+				"org":        "deadbeef1234",
+				"query-name": "range3m",
+			},
+		}
+		c, err := NewInfluxDBCollector("http://localhost:8888", "secret", "deadbeef", m, time.Second)
+		if err != nil {
+			t.Fatalf("unexpected error: %v", err)
+		}
+		if got, want := c.org, "deadbeef1234"; want != got {
+			t.Errorf("unexpected value -want/+got:\n\t-%s\n\t+%s", want, got)
+		}
+		if got, want := c.address, "http://localhost:9999"; want != got {
+			t.Errorf("unexpected value -want/+got:\n\t-%s\n\t+%s", want, got)
+		}
+		if got, want := c.token, "sEcr3TT0ken"; want != got {
+			t.Errorf("unexpected value -want/+got:\n\t-%s\n\t+%s", want, got)
+		}
+		if got, want := c.query, `from(bucket: "?") |> range(start: -3m)`; want != got {
+			t.Errorf("unexpected value -want/+got:\n\t-%s\n\t+%s", want, got)
+		}
+	})
+	// Errors.
+	for _, tc := range []struct {
+		name            string
+		mTypeName       MetricTypeName
+		config          map[string]string
+		errorStartsWith string
+	}{
+		{
+			name: "object metric",
+			mTypeName: MetricTypeName{
+				Type: v2beta2.ObjectMetricSourceType,
+			},
+			errorStartsWith: "InfluxDB does not support object",
+		},
+		{
+			name: "no selector",
+			mTypeName: MetricTypeName{
+				Type: v2beta2.ExternalMetricSourceType,
+				Metric: v2beta2.MetricIdentifier{
+					Name: "flux-query",
+				},
+			},
+			//  The selector should be flattened into the config by the parsing step, but it isn't.
+			config: map[string]string{
+				"range1m": `from(bucket: "?") |> range(start: -1m)`,
+				"range2m": `from(bucket: "?") |> range(start: -2m)`,
+				"range3m": `from(bucket: "?") |> range(start: -3m)`,
+			},
+			errorStartsWith: "selector for Flux query is not specified",
+		},
+		{
+			name: "referencing non-existing query",
+			mTypeName: MetricTypeName{
+				Type: v2beta2.ExternalMetricSourceType,
+				Metric: v2beta2.MetricIdentifier{
+					Name: "flux-query",
+				},
+			},
+			config: map[string]string{
+				"range1m":    `from(bucket: "?") |> range(start: -1m)`,
+				"range2m":    `from(bucket: "?") |> range(start: -2m)`,
+				"range3m":    `from(bucket: "?") |> range(start: -3m)`,
+				"query-name": "rangeXm",
+			},
+			errorStartsWith: "no Flux query defined for metric",
+		},
+	} {
+		t.Run("error - "+tc.name, func(t *testing.T) {
+			m := &MetricConfig{
+				MetricTypeName: tc.mTypeName,
+				CollectorName:  "influxdb",
+				Config:         tc.config,
+			}
+			_, err := NewInfluxDBCollector("http://localhost:9999", "secret", "deadbeef", m, time.Second)
+			if err == nil {
+				t.Fatal("expected error got none")
+			}
+			if want, got := tc.errorStartsWith, err.Error(); !strings.HasPrefix(got, want) {
+				t.Fatalf("%s should start with %s", got, want)
+			}
+		})
+	}
+}

pkg/collector/json_path_collector.go

@@ -1,133 +0,0 @@
-package collector
-
-import (
-	"encoding/json"
-	"fmt"
-	"io/ioutil"
-	"net/http"
-	"net/url"
-	"strconv"
-	"time"
-
-	"github.com/oliveagle/jsonpath"
-	corev1 "k8s.io/api/core/v1"
-)
-
-// JSONPathMetricsGetter is a metrics getter which looks up pod metrics by
-// querying the pods metrics endpoint and lookup the metric value as defined by
-// the json path query.
-type JSONPathMetricsGetter struct {
-	jsonPath *jsonpath.Compiled
-	scheme   string
-	path     string
-	port     int
-}
-
-// NewJSONPathMetricsGetter initializes a new JSONPathMetricsGetter.
-func NewJSONPathMetricsGetter(config map[string]string) (*JSONPathMetricsGetter, error) {
-	getter := &JSONPathMetricsGetter{}
-
-	if v, ok := config["json-key"]; ok {
-		pat, err := jsonpath.Compile(v)
-		if err != nil {
-			return nil, fmt.Errorf("failed to parse json path definition: %v", err)
-		}
-
-		getter.jsonPath = pat
-	}
-
-	if v, ok := config["scheme"]; ok {
-		getter.scheme = v
-	}
-
-	if v, ok := config["path"]; ok {
-		getter.path = v
-	}
-
-	if v, ok := config["port"]; ok {
-		n, err := strconv.Atoi(v)
-		if err != nil {
-			return nil, err
-		}
-		getter.port = n
-	}
-
-	return getter, nil
-}
-
-// GetMetric gets metric from pod by fetching json metrics from the pods metric
-// endpoint and extracting the desired value using the specified json path
-// query.
-func (g *JSONPathMetricsGetter) GetMetric(pod *corev1.Pod) (float64, error) {
-	data, err := getPodMetrics(pod, g.scheme, g.path, g.port)
-	if err != nil {
-		return 0, err
-	}
-
-	// parse data
-	var jsonData interface{}
-	err = json.Unmarshal(data, &jsonData)
-	if err != nil {
-		return 0, err
-	}
-
-	res, err := g.jsonPath.Lookup(jsonData)
-	if err != nil {
-		return 0, err
-	}
-
-	switch res := res.(type) {
-	case int:
-		return float64(res), nil
-	case float32:
-		return float64(res), nil
-	case float64:
-		return res, nil
-	default:
-		return 0, fmt.Errorf("unsupported type %T", res)
-	}
-}
-
-// getPodMetrics returns the content of the pods metrics endpoint.
-func getPodMetrics(pod *corev1.Pod, scheme, path string, port int) ([]byte, error) {
-	if pod.Status.PodIP == "" {
-		return nil, fmt.Errorf("pod %s/%s does not have a pod IP", pod.Namespace, pod.Namespace)
-	}
-
-	httpClient := &http.Client{
-		Timeout:   15 * time.Second,
-		Transport: &http.Transport{},
-	}
-
-	if scheme == "" {
-		scheme = "http"
-	}
-
-	metricsURL := url.URL{
-		Scheme: scheme,
-		Host:   fmt.Sprintf("%s:%d", pod.Status.PodIP, port),
-		Path:   path,
-	}
-
-	request, err := http.NewRequest(http.MethodGet, metricsURL.String(), nil)
-	if err != nil {
-		return nil, err
-	}
-
-	resp, err := httpClient.Do(request)
-	if err != nil {
-		return nil, err
-	}
-	defer resp.Body.Close()
-
-	data, err := ioutil.ReadAll(resp.Body)
-	if err != nil {
-		return nil, err
-	}
-
-	if resp.StatusCode != http.StatusOK {
-		return nil, fmt.Errorf("unsuccessful response: %s", resp.Status)
-	}
-
-	return data, nil
-}

pkg/collector/max_collector.go

@@ -1,67 +0,0 @@
-package collector
-
-import (
-	"fmt"
-	"strings"
-	"time"
-
-	"k8s.io/apimachinery/pkg/api/resource"
-)
-
-// MaxWeightedCollector is a simple aggregator collector that returns the maximum value
-// of metrics from all collectors.
-type MaxWeightedCollector struct {
-	collectors []Collector
-	interval   time.Duration
-	weight     float64
-}
-
-// NewMaxWeightedCollector initializes a new MaxWeightedCollector.
-func NewMaxWeightedCollector(interval time.Duration, weight float64, collectors ...Collector) *MaxWeightedCollector {
-	return &MaxWeightedCollector{
-		collectors: collectors,
-		interval:   interval,
-		weight:     weight,
-	}
-}
-
-// GetMetrics gets metrics from all collectors and return the higest value.
-func (c *MaxWeightedCollector) GetMetrics() ([]CollectedMetric, error) {
-	errors := make([]error, 0)
-	collectedMetrics := make([]CollectedMetric, 0)
-	for _, collector := range c.collectors {
-		values, err := collector.GetMetrics()
-		if err != nil {
-			if _, ok := err.(NoResultError); ok {
-				errors = append(errors, err)
-				continue
-			}
-			return nil, err
-		}
-		collectedMetrics = append(collectedMetrics, values...)
-	}
-	if len(collectedMetrics) == 0 {
-		if len(errors) == 0 {
-			return nil, fmt.Errorf("no metrics collected, cannot determine max")
-		}
-		errorStrings := make([]string, len(errors))
-		for i, e := range errors {
-			errorStrings[i] = e.Error()
-		}
-		allErrors := strings.Join(errorStrings, ",")
-		return nil, fmt.Errorf("could not determine maximum due to errors: %s", allErrors)
-	}
-	max := collectedMetrics[0]
-	for _, value := range collectedMetrics {
-		if value.Custom.Value.MilliValue() > max.Custom.Value.MilliValue() {
-			max = value
-		}
-	}
-	max.Custom.Value = *resource.NewMilliQuantity(int64(c.weight*float64(max.Custom.Value.MilliValue())), resource.DecimalSI)
-	return []CollectedMetric{max}, nil
-}
-
-// Interval returns the interval at which the collector should run.
-func (c *MaxWeightedCollector) Interval() time.Duration {
-	return c.interval
-}

pkg/collector/max_collector_test.go

@@ -1,99 +0,0 @@
-package collector
-
-import (
-	"fmt"
-	"testing"
-	"time"
-
-	"github.com/stretchr/testify/require"
-	"k8s.io/apimachinery/pkg/api/resource"
-	"k8s.io/metrics/pkg/apis/custom_metrics"
-)
-
-type dummyCollector struct {
-	value int64
-}
-
-func (c dummyCollector) Interval() time.Duration {
-	return time.Second
-}
-
-func (c dummyCollector) GetMetrics() ([]CollectedMetric, error) {
-	switch c.value {
-	case 0:
-		return nil, NoResultError{query: "invalid query"}
-	case -1:
-		return nil, fmt.Errorf("test error")
-	default:
-		quantity := resource.NewQuantity(c.value, resource.DecimalSI)
-		return []CollectedMetric{
-			{
-				Custom: custom_metrics.MetricValue{
-					Value: *quantity,
-				},
-			},
-		}, nil
-	}
-}
-
-func TestMaxCollector(t *testing.T) {
-	for _, tc := range []struct {
-		name     string
-		values   []int64
-		expected int
-		weight   float64
-		errored  bool
-	}{
-		{
-			name:     "basic",
-			values:   []int64{100, 10, 9},
-			expected: 100,
-			weight:   1,
-			errored:  false,
-		},
-		{
-			name:     "weighted",
-			values:   []int64{100, 10, 9},
-			expected: 20,
-			weight:   0.2,
-			errored:  false,
-		},
-		{
-			name:    "with error",
-			values:  []int64{10, 9, -1},
-			weight:  0.5,
-			errored: true,
-		},
-		{
-			name:     "some invalid results",
-			values:   []int64{0, 1, 0, 10, 9},
-			expected: 5,
-			weight:   0.5,
-			errored:  false,
-		},
-		{
-			name:    "both invalid results and errors",
-			values:  []int64{0, 1, 0, -1, 10, 9},
-			weight:  0.5,
-			errored: true,
-		},
-	} {
-		t.Run(tc.name, func(t *testing.T) {
-			collectors := make([]Collector, len(tc.values))
-			for i, v := range tc.values {
-				collectors[i] = dummyCollector{value: v}
-			}
-			wc := NewMaxWeightedCollector(time.Second, tc.weight, collectors...)
-			metrics, err := wc.GetMetrics()
-			if tc.errored {
-				require.Error(t, err)
-			} else {
-				require.NoError(t, err)
-				require.Len(t, metrics, 1)
-				require.EqualValues(t, tc.expected, metrics[0].Custom.Value.Value())
-			}
-
-		})
-
-	}
-}

pkg/collector/pod_collector.go

@@ -2,13 +2,15 @@ package collector
 
 import (
 	"fmt"
+	"net/http"
 	"time"
 
 	log "github.com/sirupsen/logrus"
+	"github.com/zalando-incubator/kube-metrics-adapter/pkg/collector/httpmetrics"
 	autoscalingv2 "k8s.io/api/autoscaling/v2beta2"
-	corev1 "k8s.io/api/core/v1"
 	"k8s.io/apimachinery/pkg/api/resource"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	corev1 "k8s.io/api/core/v1"
 	"k8s.io/apimachinery/pkg/labels"
 	"k8s.io/client-go/kubernetes"
 	"k8s.io/metrics/pkg/apis/custom_metrics"
@@ -30,17 +32,14 @@ func (p *PodCollectorPlugin) NewCollector(hpa *autoscalingv2.HorizontalPodAutosc
 
 type PodCollector struct {
 	client           kubernetes.Interface
-	Getter           PodMetricsGetter
+	Getter           httpmetrics.PodMetricsGetter
 	podLabelSelector *metav1.LabelSelector
 	namespace        string
 	metric           autoscalingv2.MetricIdentifier
 	metricType       autoscalingv2.MetricSourceType
 	interval         time.Duration
 	logger           *log.Entry
-}
-
-type PodMetricsGetter interface {
-	GetMetric(pod *corev1.Pod) (float64, error)
+	httpClient       *http.Client
 }
 
 func NewPodCollector(client kubernetes.Interface, hpa *autoscalingv2.HorizontalPodAutoscaler, config *MetricConfig, interval time.Duration) (*PodCollector, error) {
@@ -60,11 +59,11 @@ func NewPodCollector(client kubernetes.Interface, hpa *autoscalingv2.HorizontalP
 		logger:           log.WithFields(log.Fields{"Collector": "Pod"}),
 	}
 
-	var getter PodMetricsGetter
+	var getter httpmetrics.PodMetricsGetter
 	switch config.CollectorName {
 	case "json-path":
 		var err error
-		getter, err = NewJSONPathMetricsGetter(config.Config)
+		getter, err = httpmetrics.NewPodMetricsJSONPathGetter(config.Config)
 		if err != nil {
 			return nil, err
 		}
@@ -87,32 +86,20 @@ func (c *PodCollector) GetMetrics() ([]CollectedMetric, error) {
 		return nil, err
 	}
 
-	values := make([]CollectedMetric, 0, len(pods.Items))
-
-	// TODO: get metrics in parallel
+	ch := make(chan CollectedMetric)
+	errCh := make(chan error)
 	for _, pod := range pods.Items {
-		value, err := c.Getter.GetMetric(&pod)
-		if err != nil {
-			c.logger.Errorf("Failed to get metrics from pod '%s/%s': %v", pod.Namespace, pod.Name, err)
-			continue
-		}
+		go c.getPodMetric(pod, ch, errCh)
+	}
 
-		metricValue := CollectedMetric{
-			Type: c.metricType,
-			Custom: custom_metrics.MetricValue{
-				DescribedObject: custom_metrics.ObjectReference{
-					APIVersion: "v1",
-					Kind:       "Pod",
-					Name:       pod.Name,
-					Namespace:  pod.Namespace,
-				},
-				Metric:    custom_metrics.MetricIdentifier{Name: c.metric.Name, Selector: c.podLabelSelector},
-				Timestamp: metav1.Time{Time: time.Now().UTC()},
-				Value:     *resource.NewMilliQuantity(int64(value*1000), resource.DecimalSI),
-			},
+	values := make([]CollectedMetric, 0, len(pods.Items))
+	for i := 0; i < len(pods.Items); i++ {
+		select {
+		case err := <- errCh:
+			c.logger.Error(err)
+		case resp := <- ch:
+			values = append(values, resp)
 		}
-
-		values = append(values, metricValue)
 	}
 
 	return values, nil
@@ -122,6 +109,29 @@ func (c *PodCollector) Interval() time.Duration {
 	return c.interval
 }
 
+func (c *PodCollector) getPodMetric(pod corev1.Pod, ch chan CollectedMetric, errCh chan error) {
+	value, err := c.Getter.GetMetric(&pod)
+	if err != nil {
+		errCh <- fmt.Errorf("Failed to get metrics from pod '%s/%s': %v", pod.Namespace, pod.Name, err)
+		return
+	}
+
+	ch <- CollectedMetric{
+		Type: c.metricType,
+		Custom: custom_metrics.MetricValue{
+			DescribedObject: custom_metrics.ObjectReference{
+				APIVersion: "v1",
+				Kind:       "Pod",
+				Name:       pod.Name,
+				Namespace:  pod.Namespace,
+			},
+			Metric:    custom_metrics.MetricIdentifier{Name: c.metric.Name, Selector: c.podLabelSelector},
+			Timestamp: metav1.Time{Time: time.Now().UTC()},
+			Value:     *resource.NewMilliQuantity(int64(value*1000), resource.DecimalSI),
+		},
+	}
+}
+
 func getPodLabelSelector(client kubernetes.Interface, hpa *autoscalingv2.HorizontalPodAutoscaler) (*metav1.LabelSelector, error) {
 	switch hpa.Spec.ScaleTargetRef.Kind {
 	case "Deployment":

pkg/collector/pod_collector_test.go

@@ -0,0 +1,155 @@
+package collector
+
+import (
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"net/url"
+	"testing"
+	"time"
+	"sync"
+
+	"github.com/stretchr/testify/require"
+	appsv1 "k8s.io/api/apps/v1"
+	autoscalingv2 "k8s.io/api/autoscaling/v2beta2"
+	corev1 "k8s.io/api/core/v1"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes"
+	"k8s.io/client-go/kubernetes/fake"
+)
+
+const (
+	testNamespace         = "test-namespace"
+	applicationLabelName  = "application"
+	applicationLabelValue = "test-application"
+	testDeploymentName    = "test-application"
+	testInterval          = 10 * time.Second
+)
+
+func TestPodCollector(t *testing.T) {
+	for _, tc := range []struct {
+		name    string
+		metrics [][]int64
+		result  []int64
+	}{
+		{
+			name:    "simple",
+			metrics: [][]int64{{1}, {3}, {8}, {5}, {2}},
+			result:  []int64{1, 3, 8, 5, 2},
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			client := fake.NewSimpleClientset()
+			plugin := NewPodCollectorPlugin(client)
+			makeTestDeployment(t, client)
+			host, port, metricsHandler := makeTestHTTPServer(t, tc.metrics)
+			makeTestPods(t, host, port, "test-metric", client, 5)
+			testHPA := makeTestHPA(t, client)
+			testConfig := makeTestConfig(port)
+			collector, err := plugin.NewCollector(testHPA, testConfig, testInterval)
+			require.NoError(t, err)
+			metrics, err := collector.GetMetrics()
+			require.NoError(t, err)
+			require.Equal(t, len(metrics), int(metricsHandler.calledCounter))
+			var values []int64
+			for _, m := range metrics {
+				values = append(values, m.Custom.Value.Value())
+			}
+			require.ElementsMatch(t, tc.result, values)
+		})
+	}
+}
+
+type testMetricResponse struct {
+	Values []int64 `json:"values"`
+}
+type testMetricsHandler struct {
+	values        [][]int64
+	calledCounter uint
+	t             *testing.T
+	metricsPath   string
+	sync.RWMutex
+}
+
+func (h *testMetricsHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) {
+	h.Lock()
+	defer h.Unlock()
+
+	require.Equal(h.t, h.metricsPath, r.URL.Path)
+	require.Less(h.t, int(h.calledCounter), len(h.values))
+	response, err := json.Marshal(testMetricResponse{Values: h.values[h.calledCounter]})
+	require.NoError(h.t, err)
+	w.Header().Set("Content-Type", "application/json")
+	_, err = w.Write(response)
+	require.NoError(h.t, err)
+	h.calledCounter++
+}
+
+func makeTestHTTPServer(t *testing.T, values [][]int64) (string, string, *testMetricsHandler) {
+	metricsHandler := &testMetricsHandler{values: values, t: t, metricsPath: "/metrics"}
+	server := httptest.NewServer(metricsHandler)
+	url, err := url.Parse(server.URL)
+	require.NoError(t, err)
+	return url.Hostname(), url.Port(), metricsHandler
+}
+
+func makeTestConfig(port string) *MetricConfig {
+	return &MetricConfig{
+		CollectorName: "json-path",
+		Config:        map[string]string{"json-key": "$.values", "port": port, "path": "/metrics", "aggregator": "sum"},
+	}
+}
+
+func makeTestPods(t *testing.T, testServer string, metricName string, port string, client kubernetes.Interface, replicas int) {
+	for i := 0; i < replicas; i++ {
+		testPod := &corev1.Pod{
+			ObjectMeta: v1.ObjectMeta{
+				Name:   fmt.Sprintf("test-pod-%d", i),
+				Labels: map[string]string{applicationLabelName: applicationLabelValue},
+				Annotations: map[string]string{
+					fmt.Sprintf("metric-config.pods.%s.json-path/port", metricName): port,
+				},
+			},
+			Status: corev1.PodStatus{
+				PodIP: testServer,
+			},
+		}
+		_, err := client.CoreV1().Pods(testNamespace).Create(testPod)
+		require.NoError(t, err)
+	}
+}
+
+func makeTestDeployment(t *testing.T, client kubernetes.Interface) *appsv1.Deployment {
+	deployment := appsv1.Deployment{
+		ObjectMeta: v1.ObjectMeta{Name: testDeploymentName},
+		Spec: appsv1.DeploymentSpec{
+			Selector: &v1.LabelSelector{
+				MatchLabels: map[string]string{applicationLabelName: applicationLabelValue},
+			},
+		},
+	}
+	_, err := client.AppsV1().Deployments(testNamespace).Create(&deployment)
+	require.NoError(t, err)
+	return &deployment
+
+}
+
+func makeTestHPA(t *testing.T, client kubernetes.Interface) *autoscalingv2.HorizontalPodAutoscaler {
+	hpa := &autoscalingv2.HorizontalPodAutoscaler{
+		ObjectMeta: v1.ObjectMeta{
+			Name:      "test-hpa",
+			Namespace: testNamespace,
+		},
+		Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
+			ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
+				Kind:       "Deployment",
+				Name:       testDeploymentName,
+				APIVersion: "apps/v1",
+			},
+		},
+	}
+	_, err := client.AutoscalingV2beta2().HorizontalPodAutoscalers("test-namespace").Create(hpa)
+	require.NoError(t, err)
+	return hpa
+}

pkg/collector/prometheus_collector.go

@@ -3,6 +3,7 @@ package collector
 import (
 	"context"
 	"fmt"
+	"math"
 	"net/http"
 	"time"
 
@@ -18,8 +19,9 @@ import (
 )
 
 const (
-	PrometheusMetricName        = "prometheus-query"
-	prometheusQueryNameLabelKey = "query-name"
+	PrometheusMetricName          = "prometheus-query"
+	prometheusQueryNameLabelKey   = "query-name"
+	prometheusServerAnnotationKey = "prometheus-server"
 )
 
 type NoResultError struct {
@@ -38,7 +40,7 @@ type PrometheusCollectorPlugin struct {
 func NewPrometheusCollectorPlugin(client kubernetes.Interface, prometheusServer string) (*PrometheusCollectorPlugin, error) {
 	cfg := api.Config{
 		Address:      prometheusServer,
-		RoundTripper: &http.Transport{},
+		RoundTripper: http.DefaultTransport,
 	}
 
 	promClient, err := api.NewClient(cfg)
@@ -90,7 +92,11 @@ func NewPrometheusCollector(client kubernetes.Interface, promAPI promv1.API, hpa
 			return nil, fmt.Errorf("no prometheus query defined")
 		}
 	case autoscalingv2.ExternalMetricSourceType:
-		queryName, ok := config.Metric.Selector.MatchLabels[prometheusQueryNameLabelKey]
+		if config.Metric.Selector == nil {
+			return nil, fmt.Errorf("selector for prometheus query is not specified")
+		}
+
+		queryName, ok := config.Config[prometheusQueryNameLabelKey]
 		if !ok {
 			return nil, fmt.Errorf("query name not specified on metric")
 		}
@@ -101,6 +107,20 @@ func NewPrometheusCollector(client kubernetes.Interface, promAPI promv1.API, hpa
 		} else {
 			return nil, fmt.Errorf("no prometheus query defined for metric")
 		}
+
+		// Use custom Prometheus URL if defined in HPA annotation.
+		if promServer, ok := config.Config[prometheusServerAnnotationKey]; ok {
+			cfg := api.Config{
+				Address:      promServer,
+				RoundTripper: http.DefaultTransport,
+			}
+
+			promClient, err := api.NewClient(cfg)
+			if err != nil {
+				return nil, err
+			}
+			c.promAPI = promv1.NewAPI(promClient)
+		}
 	}
 
 	return c, nil
@@ -108,7 +128,7 @@ func NewPrometheusCollector(client kubernetes.Interface, promAPI promv1.API, hpa
 
 func (c *PrometheusCollector) GetMetrics() ([]CollectedMetric, error) {
 	// TODO: use real context
-	value, err := c.promAPI.Query(context.Background(), c.query, time.Now().UTC())
+	value, _, err := c.promAPI.Query(context.Background(), c.query, time.Now().UTC())
 	if err != nil {
 		return nil, err
 	}
@@ -127,7 +147,7 @@ func (c *PrometheusCollector) GetMetrics() ([]CollectedMetric, error) {
 		sampleValue = scalar.Value
 	}
 
-	if sampleValue.String() == "NaN" {
+	if math.IsNaN(float64(sampleValue)) {
 		return nil, &NoResultError{query: c.query}
 	}
 

pkg/collector/skipper_collector.go

@@ -2,8 +2,10 @@ package collector
 
 import (
 	"encoding/json"
+	"errors"
 	"fmt"
 	"math"
+	"regexp"
 	"strings"
 	"time"
 
@@ -15,11 +17,15 @@ import (
 )
 
 const (
-	rpsQuery                  = `scalar(sum(rate(skipper_serve_host_duration_seconds_count{host="%s"}[1m])))`
+	rpsQuery                  = `scalar(sum(rate(skipper_serve_host_duration_seconds_count{host=~"%s"}[1m])) * %.4f)`
 	rpsMetricName             = "requests-per-second"
 	rpsMetricBackendSeparator = ","
 )
 
+var (
+	errBackendNameMissing = errors.New("backend name must be specified for requests-per-second when traffic switching is used")
+)
+
 // SkipperCollectorPlugin is a collector plugin for initializing metrics
 // collectors for getting skipper ingress metrics.
 type SkipperCollectorPlugin struct {
@@ -67,8 +73,7 @@ type SkipperCollector struct {
 }
 
 // NewSkipperCollector initializes a new SkipperCollector.
-func NewSkipperCollector(client kubernetes.Interface, plugin CollectorPlugin, hpa *autoscalingv2.HorizontalPodAutoscaler,
-	config *MetricConfig, interval time.Duration, backendAnnotations []string, backend string) (*SkipperCollector, error) {
+func NewSkipperCollector(client kubernetes.Interface, plugin CollectorPlugin, hpa *autoscalingv2.HorizontalPodAutoscaler, config *MetricConfig, interval time.Duration, backendAnnotations []string, backend string) (*SkipperCollector, error) {
 	return &SkipperCollector{
 		client:             client,
 		objectReference:    config.ObjectReference,
@@ -94,7 +99,7 @@ func getAnnotationWeight(backendWeights string, backend string) float64 {
 	return 0
 }
 
-func getWeights(ingressAnnotations map[string]string, backendAnnotations []string, backend string) float64 {
+func getWeights(ingressAnnotations map[string]string, backendAnnotations []string, backend string) (float64, error) {
 	maxWeight := 0.0
 	annotationsPresent := false
 
@@ -107,45 +112,49 @@ func getWeights(ingressAnnotations map[string]string, backendAnnotations []strin
 
 	// Fallback for ingresses that don't use traffic switching
 	if !annotationsPresent {
-		return 1.0
+		return 1.0, nil
 	}
 
-	return maxWeight
+	// Require backend name here
+	if backend != "" {
+		return maxWeight, nil
+	}
+
+	return 0.0, errBackendNameMissing
 }
 
 // getCollector returns a collector for getting the metrics.
 func (c *SkipperCollector) getCollector() (Collector, error) {
-	ingress, err := c.client.ExtensionsV1beta1().Ingresses(c.objectReference.Namespace).Get(c.objectReference.Name, metav1.GetOptions{})
+	ingress, err := c.client.NetworkingV1beta1().Ingresses(c.objectReference.Namespace).Get(c.objectReference.Name, metav1.GetOptions{})
 	if err != nil {
 		return nil, err
 	}
 
-	backendWeight := getWeights(ingress.Annotations, c.backendAnnotations, c.backend)
+	backendWeight, err := getWeights(ingress.Annotations, c.backendAnnotations, c.backend)
+	if err != nil {
+		return nil, err
+	}
 	config := c.config
 
-	var collector Collector
-	collectors := make([]Collector, 0, len(ingress.Spec.Rules))
+	var escapedHostnames []string
 	for _, rule := range ingress.Spec.Rules {
-		host := strings.Replace(rule.Host, ".", "_", -1)
-		config.Config = map[string]string{
-			"query": fmt.Sprintf(rpsQuery, host),
-		}
-
-		config.PerReplica = false // per replica is handled outside of the prometheus collector
-		collector, err := c.plugin.NewCollector(c.hpa, &config, c.interval)
-		if err != nil {
-			return nil, err
-		}
-
-		collectors = append(collectors, collector)
+		escapedHostnames = append(escapedHostnames, regexp.QuoteMeta(strings.Replace(rule.Host, ".", "_", -1)))
 	}
 
-	if len(collectors) > 0 {
-		collector = NewMaxWeightedCollector(c.interval, backendWeight, collectors...)
-	} else {
+	if len(escapedHostnames) == 0 {
 		return nil, fmt.Errorf("no hosts defined on ingress %s/%s, unable to create collector", c.objectReference.Namespace, c.objectReference.Name)
 	}
 
+	config.Config = map[string]string{
+		"query": fmt.Sprintf(rpsQuery, strings.Join(escapedHostnames, "|"), backendWeight),
+	}
+
+	config.PerReplica = false // per replica is handled outside of the prometheus collector
+	collector, err := c.plugin.NewCollector(c.hpa, &config, c.interval)
+	if err != nil {
+		return nil, err
+	}
+
 	return collector, nil
 }
 
@@ -165,22 +174,26 @@ func (c *SkipperCollector) GetMetrics() ([]CollectedMetric, error) {
 		return nil, fmt.Errorf("expected to only get one metric value, got %d", len(values))
 	}
 
-	// get current replicas for the targeted scale object. This is used to
-	// calculate an average metric instead of total.
-	// targetAverageValue will be available in Kubernetes v1.12
-	// https://github.com/kubernetes/kubernetes/pull/64097
-	replicas, err := targetRefReplicas(c.client, c.hpa)
-	if err != nil {
-		return nil, err
-	}
-
-	if replicas < 1 {
-		return nil, fmt.Errorf("unable to get average value for %d replicas", replicas)
-	}
-
 	value := values[0]
-	avgValue := float64(value.Custom.Value.MilliValue()) / float64(replicas)
-	value.Custom.Value = *resource.NewMilliQuantity(int64(avgValue), resource.DecimalSI)
+
+	// For Kubernetes <v1.14 we have to fall back to manual average
+	if c.config.MetricSpec.Object.Target.AverageValue == nil {
+		// get current replicas for the targeted scale object. This is used to
+		// calculate an average metric instead of total.
+		// targetAverageValue will be available in Kubernetes v1.12
+		// https://github.com/kubernetes/kubernetes/pull/64097
+		replicas, err := targetRefReplicas(c.client, c.hpa)
+		if err != nil {
+			return nil, err
+		}
+
+		if replicas < 1 {
+			return nil, fmt.Errorf("unable to get average value for %d replicas", replicas)
+		}
+
+		avgValue := float64(value.Custom.Value.MilliValue()) / float64(replicas)
+		value.Custom.Value = *resource.NewMilliQuantity(int64(avgValue), resource.DecimalSI)
+	}
 
 	return []CollectedMetric{value}, nil
 }