/
grabber.go
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/
grabber.go
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// Copyright (c) 2021 Terminus, Inc.
//
// 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 grabber
import (
"encoding/json"
"fmt"
"reflect"
"strings"
"time"
"github.com/aliyun/alibaba-cloud-sdk-go/services/cms"
"github.com/pkg/errors"
"github.com/erda-project/erda/modules/extensions/cloud/aliyun/metrics/cloudcat/api"
gl "github.com/erda-project/erda/modules/extensions/cloud/aliyun/metrics/cloudcat/globals"
)
// var (
// ErrDifferentMetaMetrics = errors.New("metaMetrics has been changed")
// )
type Grabber struct {
Name string
Namespace string
index int // the index in Scheduler.grabbers
orgId string
done chan struct{}
pipe chan []*api.Metric
interval time.Duration // 采集时间间隔
metaMetrics []cms.Resource
}
func New(namespace string, interval time.Duration, orgId string, index int) (g *Grabber, err error) {
name, done := "", make(chan struct{})
switch namespace {
case "": // cms itself
name = "cms"
case "waf":
name = "waf"
default:
s := strings.Split(namespace, "_")
if len(s) < 2 || s[0] != "acs" {
return nil, errors.Errorf("invalid namespace %s\n", namespace)
}
name = s[1]
}
g = &Grabber{
Name: name,
Namespace: namespace,
interval: interval,
index: index,
orgId: orgId,
done: done,
}
_, err = g.loadMetaMetrics()
return
}
func (g *Grabber) String() string {
return fmt.Sprintf("%dth grabber<%s> of <%s>", g.index, g.Name, g.orgId)
}
func (g *Grabber) Subscribe(pipe chan []*api.Metric) {
g.pipe = pipe
}
func (g *Grabber) Gather() {
for {
gl.Log.Infof("grabber %s start to get data...", g)
for _, item := range g.metaMetrics {
go func(meta cms.Resource) {
data, err := api.GetDescribeMetricLast(g.orgId, meta.Namespace, meta.MetricName)
if err != nil {
switch err {
case api.ErrEmptyResults:
// ignore
default:
gl.Log.Infof("gather failed of %s. err=%s name=%s metricName=%s", g, err, g.Name, meta.MetricName)
return
}
}
if len(data) == 0 {
return
}
metric := g.toMetrics(data, meta)
if metric != nil {
g.pipe <- metric
}
}(item)
}
select {
case <-g.done:
return
case <-time.After(g.interval):
}
}
}
func (g *Grabber) toMetrics(batch []string, meta cms.Resource) []*api.Metric {
res := make([]*api.Metric, 0, len(batch))
for _, dp := range batch {
res = append(res, g.extractDataPoints(dp, meta)...)
}
return res
}
func (g *Grabber) extractDataPoints(dp string, meta cms.Resource) (res []*api.Metric) {
defer func() {
if err := recover(); err != nil {
gl.Log.Errorf("extract failed. err=%s", err)
res = nil
}
return
}()
var all []map[string]interface{}
err := json.Unmarshal([]byte(dp), &all)
if err != nil {
gl.Log.Errorf("extract datapoints %s faild. err=%s", dp, err)
return nil
}
leftTags := func(source map[string]interface{}, excludes []string) {
excludes = append(excludes, "timestamp")
for _, item := range excludes {
delete(source, item)
}
}
res = make([]*api.Metric, 0, len(all))
for i := 0; i < len(all); i++ {
data := all[i]
m := &api.Metric{
Name: "aliyun" + "_" + g.Name,
Timestamp: uint64(data["timestamp"].(float64)) * 1e6,
Tags: map[string]string{},
Fields: map[string]interface{}{},
}
switch {
case strings.Contains(meta.Statistics, "Average"):
m.Fields[meta.MetricName] = data["Average"]
case strings.Contains(meta.Statistics, "Value"):
m.Fields[meta.MetricName] = data["Value"]
case strings.Contains(meta.Statistics, "Maximum"):
m.Fields[meta.MetricName] = data["Maximum"]
case strings.Contains(meta.Statistics, "Minimum"):
m.Fields[meta.MetricName] = data["Minimum"]
default:
if len(meta.Statistics) == 0 {
continue
}
// logrus.Infof("Uncovered Statistics %s; data %+v", meta.Statistics, data)
idx := strings.Index(meta.Statistics, ",")
if idx > 0 {
m.Fields[meta.MetricName] = data[meta.Statistics[:idx]]
} else {
m.Fields[meta.MetricName] = data[meta.Statistics]
}
}
// left fields as tags
leftTags(data, strings.Split(meta.Statistics, ","))
for k, v := range data {
m.Tags[k] = fmt.Sprintf("%v", v)
}
res = append(res, m)
}
return res
}
func (g *Grabber) loadMetaMetrics() (same bool, err error) {
data, err := api.ListMetricMeta(g.orgId, g.Namespace)
if err != nil {
return false, err
}
same = reflect.DeepEqual(g.metaMetrics, data)
g.metaMetrics = data
return
}
// 1h, 2h, 4h, 8h, 16h
func (g *Grabber) Sync(notify chan int) {
growing := 1
for {
select {
case <-g.done:
return
case <-time.After(time.Duration(growing) * time.Hour):
}
same, err := g.loadMetaMetrics()
if !same {
notify <- g.index // send index to scheduler
}
if err != nil {
gl.Log.Errorf("loadMetaMetrics error. err=%s grabber=%s", err, g.Name)
continue
}
if growing < 16 {
growing = growing * 2
}
}
}
func (g *Grabber) Close() error {
close(g.done)
return nil
}