Add a scaler based on a GCP Stackdriver metric

CHANGELOG.md

@@ -32,6 +32,7 @@
 
 - **General:** Introduce new AWS DynamoDB Scaler ([#2486](https://github.com/kedacore/keda/issues/2482))
 - **General:** Introduce new Azure Data Explorer Scaler ([#1488](https://github.com/kedacore/keda/issues/1488))
+- **General:** Introduce new GCP Stackdriver Scaler ([#2661](https://github.com/kedacore/keda/issues/2661))
 - **General:** Introduce new GCP Storage Scaler ([#2628](https://github.com/kedacore/keda/issues/2628))
 - **General:** Introduce ARM-based container image for KEDA ([#2263](https://github.com/kedacore/keda/issues/2263)|[#2262](https://github.com/kedacore/keda/issues/2262))
 - **General:** Provide support for authentication via Azure Key Vault ([#900](https://github.com/kedacore/keda/issues/900))

pkg/scalers/gcp_stackdriver_scaler.go

@@ -0,0 +1,189 @@
+package scalers
+
+import (
+	"context"
+	"fmt"
+	"strconv"
+
+	"k8s.io/api/autoscaling/v2beta2"
+	"k8s.io/apimachinery/pkg/api/resource"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/labels"
+	"k8s.io/metrics/pkg/apis/external_metrics"
+	logf "sigs.k8s.io/controller-runtime/pkg/log"
+
+	kedautil "github.com/kedacore/keda/v2/pkg/util"
+)
+
+const (
+	defaultStackdriverTargetValue = 5
+)
+
+type stackdriverScaler struct {
+	client   *StackDriverClient
+	metadata *stackdriverMetadata
+}
+
+type stackdriverMetadata struct {
+	projectID   string
+	filter      string
+	targetValue int64
+	metricName  string
+
+	gcpAuthorization *gcpAuthorizationMetadata
+}
+
+var gcpStackdriverLog = logf.Log.WithName("gcp_stackdriver_scaler")
+
+// NewStackdriverScaler creates a new stackdriverScaler
+func NewStackdriverScaler(ctx context.Context, config *ScalerConfig) (Scaler, error) {
+	meta, err := parseStackdriverMetadata(config)
+	if err != nil {
+		return nil, fmt.Errorf("error parsing Stackdriver metadata: %s", err)
+	}
+
+	client, err := initializeStackdriverClient(ctx, meta.gcpAuthorization)
+	if err != nil {
+		gcpStackdriverLog.Error(err, "Failed to create stack driver client")
+		return nil, err
+	}
+
+	return &stackdriverScaler{
+		metadata: meta,
+		client:   client,
+	}, nil
+}
+
+func parseStackdriverMetadata(config *ScalerConfig) (*stackdriverMetadata, error) {
+	meta := stackdriverMetadata{}
+	meta.targetValue = defaultStackdriverTargetValue
+
+	if val, ok := config.TriggerMetadata["projectId"]; ok {
+		if val == "" {
+			return nil, fmt.Errorf("no projectId name given")
+		}
+
+		meta.projectID = val
+	} else {
+		return nil, fmt.Errorf("no projectId name given")
+	}
+
+	if val, ok := config.TriggerMetadata["filter"]; ok {
+		if val == "" {
+			return nil, fmt.Errorf("no filter given")
+		}
+
+		meta.filter = val
+	} else {
+		return nil, fmt.Errorf("no filter given")
+	}
+
+	name := kedautil.NormalizeString(fmt.Sprintf("gcp-stackdriver-%s", meta.projectID))
+	meta.metricName = GenerateMetricNameWithIndex(config.ScalerIndex, name)
+
+	if val, ok := config.TriggerMetadata["targetValue"]; ok {
+		targetValue, err := strconv.ParseInt(val, 10, 64)
+		if err != nil {
+			gcpStackdriverLog.Error(err, "Error parsing targetValue")
+			return nil, fmt.Errorf("error parsing targetValue: %s", err.Error())
+		}
+
+		meta.targetValue = targetValue
+	}
+
+	auth, err := getGcpAuthorization(config, config.ResolvedEnv)
+	if err != nil {
+		return nil, err
+	}
+	meta.gcpAuthorization = auth
+	return &meta, nil
+}
+
+func initializeStackdriverClient(ctx context.Context, gcpAuthorization *gcpAuthorizationMetadata) (*StackDriverClient, error) {
+	var client *StackDriverClient
+	var err error
+	if gcpAuthorization.podIdentityProviderEnabled {
+		client, err = NewStackDriverClientPodIdentity(ctx)
+	} else {
+		client, err = NewStackDriverClient(ctx, gcpAuthorization.GoogleApplicationCredentials)
+	}
+
+	if err != nil {
+		gcpStackdriverLog.Error(err, "Failed to create stack driver client")
+		return nil, err
+	}
+	return client, nil
+}
+
+func (s *stackdriverScaler) IsActive(ctx context.Context) (bool, error) {
+	value, err := s.getMetrics(ctx)
+	if err != nil {
+		gcpStackdriverLog.Error(err, "error getting metric value")
+		return false, err
+	}
+	return value > 0, nil
+}
+
+func (s *stackdriverScaler) Close(context.Context) error {
+	if s.client != nil {
+		err := s.client.metricsClient.Close()
+		s.client = nil
+		if err != nil {
+			gcpStackdriverLog.Error(err, "error closing StackDriver client")
+		}
+	}
+
+	return nil
+}
+
+// GetMetricSpecForScaling returns the metric spec for the HPA
+func (s *stackdriverScaler) GetMetricSpecForScaling(context.Context) []v2beta2.MetricSpec {
+	// Construct the target value as a quantity
+	targetValueQty := resource.NewQuantity(s.metadata.targetValue, resource.DecimalSI)
+
+	externalMetric := &v2beta2.ExternalMetricSource{
+		Metric: v2beta2.MetricIdentifier{
+			Name: s.metadata.metricName,
+		},
+		Target: v2beta2.MetricTarget{
+			Type:         v2beta2.AverageValueMetricType,
+			AverageValue: targetValueQty,
+		},
+	}
+
+	// Create the metric spec for the HPA
+	metricSpec := v2beta2.MetricSpec{
+		External: externalMetric,
+		Type:     externalMetricType,
+	}
+
+	return []v2beta2.MetricSpec{metricSpec}
+}
+
+// GetMetrics connects to Stack Driver and retrieves the metric
+func (s *stackdriverScaler) GetMetrics(ctx context.Context, metricName string, metricSelector labels.Selector) ([]external_metrics.ExternalMetricValue, error) {
+	value, err := s.getMetrics(ctx)
+	if err != nil {
+		gcpStackdriverLog.Error(err, "error getting metric value")
+		return []external_metrics.ExternalMetricValue{}, err
+	}
+
+	metric := external_metrics.ExternalMetricValue{
+		MetricName: metricName,
+		Value:      *resource.NewQuantity(value, resource.DecimalSI),
+		Timestamp:  metav1.Now(),
+	}
+
+	return append([]external_metrics.ExternalMetricValue{}, metric), nil
+}
+
+// getMetrics gets metric type value from stackdriver api
+func (s *stackdriverScaler) getMetrics(ctx context.Context) (int64, error) {
+	val, err := s.client.GetMetrics(ctx, s.metadata.filter, s.metadata.projectID)
+	if err == nil {
+		gcpStackdriverLog.V(1).Info(
+			fmt.Sprintf("Getting metrics for project %s and filter %s. Result: %d", s.metadata.projectID, s.metadata.filter, val))
+	}
+
+	return val, err
+}

pkg/scalers/gcp_stackdriver_scaler_test.go

@@ -0,0 +1,77 @@
+package scalers
+
+import (
+	"context"
+	"testing"
+)
+
+var testStackdriverResolvedEnv = map[string]string{
+	"SAMPLE_CREDS": "{}",
+}
+
+type parseStackdriverMetadataTestData struct {
+	authParams map[string]string
+	metadata   map[string]string
+	isError    bool
+}
+
+type gcpStackdriverMetricIdentifier struct {
+	metadataTestData *parseStackdriverMetadataTestData
+	scalerIndex      int
+	name             string
+}
+
+var sdFilter = "metric.type=\"storage.googleapis.com/storage/object_count\" resource.type=\"gcs_bucket\""
+
+var testStackdriverMetadata = []parseStackdriverMetadataTestData{
+	{map[string]string{}, map[string]string{}, true},
+	// all properly formed
+	{nil, map[string]string{"projectId": "myProject", "filter": sdFilter, "targetValue": "7", "credentialsFromEnv": "SAMPLE_CREDS"}, false},
+	// all required properly formed
+	{nil, map[string]string{"projectId": "myProject", "filter": sdFilter, "credentialsFromEnv": "SAMPLE_CREDS"}, false},
+	// missing projectId
+	{nil, map[string]string{"filter": sdFilter, "targetValue": "7", "credentialsFromEnv": "SAMPLE_CREDS"}, true},
+	// missing filter
+	{nil, map[string]string{"projectId": "myProject", "targetValue": "7", "credentialsFromEnv": "SAMPLE_CREDS"}, true},
+	// missing credentials
+	{nil, map[string]string{"projectId": "myProject", "filter": sdFilter, "targetValue": "7"}, true},
+	// malformed targetValue
+	{nil, map[string]string{"projectId": "myProject", "filter": sdFilter, "targetValue": "aa", "credentialsFromEnv": "SAMPLE_CREDS"}, true},
+	// Credentials from AuthParams
+	{map[string]string{"GoogleApplicationCredentials": "Creds", "podIdentityOwner": ""}, map[string]string{"projectId": "myProject", "filter": sdFilter}, false},
+	// Credentials from AuthParams with empty creds
+	{map[string]string{"GoogleApplicationCredentials": "", "podIdentityOwner": ""}, map[string]string{"projectId": "myProject", "filter": sdFilter}, true},
+}
+
+var gcpStackdriverMetricIdentifiers = []gcpStackdriverMetricIdentifier{
+	{&testStackdriverMetadata[1], 0, "s0-gcp-stackdriver-myProject"},
+	{&testStackdriverMetadata[1], 1, "s1-gcp-stackdriver-myProject"},
+}
+
+func TestStackdriverParseMetadata(t *testing.T) {
+	for _, testData := range testStackdriverMetadata {
+		_, err := parseStackdriverMetadata(&ScalerConfig{AuthParams: testData.authParams, TriggerMetadata: testData.metadata, ResolvedEnv: testStackdriverResolvedEnv})
+		if err != nil && !testData.isError {
+			t.Error("Expected success but got error", err)
+		}
+		if testData.isError && err == nil {
+			t.Error("Expected error but got success")
+		}
+	}
+}
+
+func TestGcpStackdriverGetMetricSpecForScaling(t *testing.T) {
+	for _, testData := range gcpStackdriverMetricIdentifiers {
+		meta, err := parseStackdriverMetadata(&ScalerConfig{TriggerMetadata: testData.metadataTestData.metadata, ResolvedEnv: testStackdriverResolvedEnv, ScalerIndex: testData.scalerIndex})
+		if err != nil {
+			t.Fatal("Could not parse metadata:", err)
+		}
+		mockGcpStackdriverScaler := stackdriverScaler{nil, meta}
+
+		metricSpec := mockGcpStackdriverScaler.GetMetricSpecForScaling(context.Background())
+		metricName := metricSpec[0].External.Metric.Name
+		if metricName != testData.name {
+			t.Error("Wrong External metric source name:", metricName)
+		}
+	}
+}

pkg/scaling/scale_handler.go

@@ -394,6 +394,8 @@ func buildScaler(ctx context.Context, client client.Client, triggerType string,
 		return scalers.NewExternalPushScaler(config)
 	case "gcp-pubsub":
 		return scalers.NewPubSubScaler(config)
+	case "gcp-stackdriver":
+		return scalers.NewStackdriverScaler(ctx, config)
 	case "gcp-storage":
 		return scalers.NewGcsScaler(config)
 	case "graphite":