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metrics_client.go 5.38 KB
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/*
Copyright 2015 The Kubernetes Authors All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package metrics
import (
"encoding/json"
"fmt"
"strings"
"time"
"github.com/golang/glog"
"k8s.io/kubernetes/pkg/api"
"k8s.io/kubernetes/pkg/api/resource"
"k8s.io/kubernetes/pkg/apis/experimental"
client "k8s.io/kubernetes/pkg/client/unversioned"
"k8s.io/kubernetes/pkg/fields"
"k8s.io/kubernetes/pkg/labels"
heapster "k8s.io/heapster/api/v1/types"
)
const (
heapsterNamespace = "kube-system"
heapsterService = "heapster"
)
var heapsterQueryStart = -5 * time.Minute
// An interface for getting metrics for pods.
type MetricsClient interface {
ResourceConsumption(namespace string) ResourceConsumptionClient
}
type ResourceConsumptionClient interface {
// Gets average resource consumption for pods under the given selector.
Get(resourceName api.ResourceName, selector map[string]string) (*experimental.ResourceConsumption, error)
}
// Aggregates results into ResourceConsumption. Also returns number of
// pods included in the aggregation.
type metricAggregator func(heapster.MetricResultList) (experimental.ResourceConsumption, int)
type metricDefinition struct {
name string
aggregator metricAggregator
}
// Heapster-based implementation of MetricsClient
type HeapsterMetricsClient struct {
client client.Interface
}
type HeapsterResourceConsumptionClient struct {
namespace string
client client.Interface
resourceDefinitions map[api.ResourceName]metricDefinition
}
func NewHeapsterMetricsClient(client client.Interface) *HeapsterMetricsClient {
return &HeapsterMetricsClient{client: client}
}
var heapsterMetricDefinitions = map[api.ResourceName]metricDefinition{
api.ResourceCPU: {"cpu-usage",
func(metrics heapster.MetricResultList) (experimental.ResourceConsumption, int) {
sum, count := calculateSumFromLatestSample(metrics)
value := "0"
if count > 0 {
// assumes that cpu usage is in millis
value = fmt.Sprintf("%dm", sum/uint64(count))
}
return experimental.ResourceConsumption{Resource: api.ResourceCPU, Quantity: resource.MustParse(value)}, count
}},
api.ResourceMemory: {"memory-usage",
func(metrics heapster.MetricResultList) (experimental.ResourceConsumption, int) {
sum, count := calculateSumFromLatestSample(metrics)
value := int64(0)
if count > 0 {
value = int64(sum) / int64(count)
}
return experimental.ResourceConsumption{Resource: api.ResourceMemory, Quantity: *resource.NewQuantity(value, resource.DecimalSI)}, count
}},
}
func (h *HeapsterMetricsClient) ResourceConsumption(namespace string) ResourceConsumptionClient {
return &HeapsterResourceConsumptionClient{
namespace: namespace,
client: h.client,
resourceDefinitions: heapsterMetricDefinitions,
}
}
func (h *HeapsterResourceConsumptionClient) Get(resourceName api.ResourceName, selector map[string]string) (*experimental.ResourceConsumption, error) {
podList, err := h.client.Pods(h.namespace).
List(labels.SelectorFromSet(labels.Set(selector)), fields.Everything())
if err != nil {
return nil, fmt.Errorf("failed to get pod list: %v", err)
}
podNames := []string{}
for _, pod := range podList.Items {
podNames = append(podNames, pod.Name)
}
return h.getForPods(resourceName, podNames)
}
func (h *HeapsterResourceConsumptionClient) getForPods(resourceName api.ResourceName, podNames []string) (*experimental.ResourceConsumption, error) {
metricSpec, metricDefined := h.resourceDefinitions[resourceName]
if !metricDefined {
return nil, fmt.Errorf("heapster metric not defined for %v", resourceName)
}
now := time.Now()
startTime := now.Add(heapsterQueryStart)
metricPath := fmt.Sprintf("/api/v1/model/namespaces/%s/pod-list/%s/metrics/%s",
h.namespace,
strings.Join(podNames, ","),
metricSpec.name)
resultRaw, err := h.client.Services(heapsterNamespace).
ProxyGet(heapsterService, metricPath, map[string]string{"start": startTime.Format(time.RFC3339)}).
DoRaw()
if err != nil {
return nil, fmt.Errorf("failed to get pods metrics: %v", err)
}
var metrics heapster.MetricResultList
err = json.Unmarshal(resultRaw, &metrics)
if err != nil {
return nil, fmt.Errorf("failed to unmarshall heapster response: %v", err)
}
glog.Infof("Metrics available: %s", string(resultRaw))
currentConsumption, count := metricSpec.aggregator(metrics)
if count != len(podNames) {
return nil, fmt.Errorf("metrics obtained for %d/%d of pods", count, len(podNames))
}
return &currentConsumption, nil
}
func calculateSumFromLatestSample(metrics heapster.MetricResultList) (uint64, int) {
sum := uint64(0)
count := 0
for _, metrics := range metrics.Items {
var newest *heapster.MetricPoint
newest = nil
for i, metricPoint := range metrics.Metrics {
if newest == nil || newest.Timestamp.Before(metricPoint.Timestamp) {
newest = &metrics.Metrics[i]
}
}
if newest != nil {
sum += newest.Value
count++
}
}
return sum, count
}
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