cloudwatch.go 9.4 KB

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  1. package cloudwatch
  2. import (
  3. "context"
  4. "errors"
  5. "fmt"
  6. "regexp"
  7. "sort"
  8. "strconv"
  9. "strings"
  10. "time"
  11. "github.com/grafana/grafana/pkg/log"
  12. "github.com/grafana/grafana/pkg/models"
  13. "github.com/grafana/grafana/pkg/tsdb"
  14. "github.com/aws/aws-sdk-go/aws"
  15. "github.com/aws/aws-sdk-go/aws/request"
  16. "github.com/aws/aws-sdk-go/aws/session"
  17. "github.com/aws/aws-sdk-go/service/cloudwatch"
  18. cwapi "github.com/grafana/grafana/pkg/api/cloudwatch"
  19. "github.com/grafana/grafana/pkg/components/null"
  20. "github.com/grafana/grafana/pkg/components/simplejson"
  21. "github.com/grafana/grafana/pkg/metrics"
  22. )
  23. type CloudWatchExecutor struct {
  24. *models.DataSource
  25. }
  26. func NewCloudWatchExecutor(dsInfo *models.DataSource) (tsdb.TsdbQueryEndpoint, error) {
  27. return &CloudWatchExecutor{}, nil
  28. }
  29. var (
  30. plog log.Logger
  31. standardStatistics map[string]bool
  32. aliasFormat *regexp.Regexp
  33. )
  34. func init() {
  35. plog = log.New("tsdb.cloudwatch")
  36. tsdb.RegisterTsdbQueryEndpoint("cloudwatch", NewCloudWatchExecutor)
  37. standardStatistics = map[string]bool{
  38. "Average": true,
  39. "Maximum": true,
  40. "Minimum": true,
  41. "Sum": true,
  42. "SampleCount": true,
  43. }
  44. aliasFormat = regexp.MustCompile(`\{\{\s*(.+?)\s*\}\}`)
  45. }
  46. func (e *CloudWatchExecutor) Query(ctx context.Context, dsInfo *models.DataSource, queryContext *tsdb.TsdbQuery) (*tsdb.Response, error) {
  47. var result *tsdb.Response
  48. e.DataSource = dsInfo
  49. queryType := queryContext.Queries[0].Model.Get("type").MustString("")
  50. var err error
  51. switch queryType {
  52. case "timeSeriesQuery":
  53. result, err = e.executeTimeSeriesQuery(ctx, queryContext)
  54. break
  55. case "metricFindQuery":
  56. result, err = e.executeMetricFindQuery(ctx, queryContext)
  57. break
  58. default:
  59. err = fmt.Errorf("missing querytype")
  60. }
  61. return result, err
  62. }
  63. func (e *CloudWatchExecutor) executeTimeSeriesQuery(ctx context.Context, queryContext *tsdb.TsdbQuery) (*tsdb.Response, error) {
  64. result := &tsdb.Response{
  65. Results: make(map[string]*tsdb.QueryResult),
  66. }
  67. errCh := make(chan error, 1)
  68. resCh := make(chan *tsdb.QueryResult, 1)
  69. currentlyExecuting := 0
  70. for i, model := range queryContext.Queries {
  71. queryType := model.Model.Get("type").MustString()
  72. if queryType != "timeSeriesQuery" {
  73. continue
  74. }
  75. currentlyExecuting++
  76. go func(refId string, index int) {
  77. queryRes, err := e.executeQuery(ctx, queryContext.Queries[index].Model.Get("parameters"), queryContext)
  78. currentlyExecuting--
  79. if err != nil {
  80. errCh <- err
  81. } else {
  82. queryRes.RefId = refId
  83. resCh <- queryRes
  84. }
  85. }(model.RefId, i)
  86. }
  87. for currentlyExecuting != 0 {
  88. select {
  89. case res := <-resCh:
  90. result.Results[res.RefId] = res
  91. case err := <-errCh:
  92. return result, err
  93. case <-ctx.Done():
  94. return result, ctx.Err()
  95. }
  96. }
  97. return result, nil
  98. }
  99. func (e *CloudWatchExecutor) getClient(region string) (*cloudwatch.CloudWatch, error) {
  100. assumeRoleArn := e.DataSource.JsonData.Get("assumeRoleArn").MustString()
  101. accessKey := ""
  102. secretKey := ""
  103. for key, value := range e.DataSource.SecureJsonData.Decrypt() {
  104. if key == "accessKey" {
  105. accessKey = value
  106. }
  107. if key == "secretKey" {
  108. secretKey = value
  109. }
  110. }
  111. datasourceInfo := &cwapi.DatasourceInfo{
  112. Region: region,
  113. Profile: e.DataSource.Database,
  114. AssumeRoleArn: assumeRoleArn,
  115. AccessKey: accessKey,
  116. SecretKey: secretKey,
  117. }
  118. credentials, err := cwapi.GetCredentials(datasourceInfo)
  119. if err != nil {
  120. return nil, err
  121. }
  122. cfg := &aws.Config{
  123. Region: aws.String(region),
  124. Credentials: credentials,
  125. }
  126. sess, err := session.NewSession(cfg)
  127. if err != nil {
  128. return nil, err
  129. }
  130. client := cloudwatch.New(sess, cfg)
  131. return client, nil
  132. }
  133. func (e *CloudWatchExecutor) executeQuery(ctx context.Context, parameters *simplejson.Json, queryContext *tsdb.TsdbQuery) (*tsdb.QueryResult, error) {
  134. query, err := parseQuery(parameters)
  135. if err != nil {
  136. return nil, err
  137. }
  138. client, err := e.getClient(query.Region)
  139. if err != nil {
  140. return nil, err
  141. }
  142. startTime, err := queryContext.TimeRange.ParseFrom()
  143. if err != nil {
  144. return nil, err
  145. }
  146. endTime, err := queryContext.TimeRange.ParseTo()
  147. if err != nil {
  148. return nil, err
  149. }
  150. params := &cloudwatch.GetMetricStatisticsInput{
  151. Namespace: aws.String(query.Namespace),
  152. MetricName: aws.String(query.MetricName),
  153. Dimensions: query.Dimensions,
  154. Period: aws.Int64(int64(query.Period)),
  155. StartTime: aws.Time(startTime),
  156. EndTime: aws.Time(endTime),
  157. }
  158. if len(query.Statistics) > 0 {
  159. params.Statistics = query.Statistics
  160. }
  161. if len(query.ExtendedStatistics) > 0 {
  162. params.ExtendedStatistics = query.ExtendedStatistics
  163. }
  164. resp, err := client.GetMetricStatisticsWithContext(ctx, params, request.WithResponseReadTimeout(10*time.Second))
  165. if err != nil {
  166. return nil, err
  167. }
  168. metrics.M_Aws_CloudWatch_GetMetricStatistics.Inc()
  169. queryRes, err := parseResponse(resp, query)
  170. if err != nil {
  171. return nil, err
  172. }
  173. return queryRes, nil
  174. }
  175. func parseDimensions(model *simplejson.Json) ([]*cloudwatch.Dimension, error) {
  176. var result []*cloudwatch.Dimension
  177. for k, v := range model.Get("dimensions").MustMap() {
  178. kk := k
  179. if vv, ok := v.(string); ok {
  180. result = append(result, &cloudwatch.Dimension{
  181. Name: &kk,
  182. Value: &vv,
  183. })
  184. } else {
  185. return nil, errors.New("failed to parse")
  186. }
  187. }
  188. sort.Slice(result, func(i, j int) bool {
  189. return *result[i].Name < *result[j].Name
  190. })
  191. return result, nil
  192. }
  193. func parseStatistics(model *simplejson.Json) ([]*string, []*string, error) {
  194. var statistics []*string
  195. var extendedStatistics []*string
  196. for _, s := range model.Get("statistics").MustArray() {
  197. if ss, ok := s.(string); ok {
  198. if _, isStandard := standardStatistics[ss]; isStandard {
  199. statistics = append(statistics, &ss)
  200. } else {
  201. extendedStatistics = append(extendedStatistics, &ss)
  202. }
  203. } else {
  204. return nil, nil, errors.New("failed to parse")
  205. }
  206. }
  207. return statistics, extendedStatistics, nil
  208. }
  209. func parseQuery(model *simplejson.Json) (*CloudWatchQuery, error) {
  210. region, err := model.Get("region").String()
  211. if err != nil {
  212. return nil, err
  213. }
  214. namespace, err := model.Get("namespace").String()
  215. if err != nil {
  216. return nil, err
  217. }
  218. metricName, err := model.Get("metricName").String()
  219. if err != nil {
  220. return nil, err
  221. }
  222. dimensions, err := parseDimensions(model)
  223. if err != nil {
  224. return nil, err
  225. }
  226. statistics, extendedStatistics, err := parseStatistics(model)
  227. if err != nil {
  228. return nil, err
  229. }
  230. p := model.Get("period").MustString("")
  231. if p == "" {
  232. if namespace == "AWS/EC2" {
  233. p = "300"
  234. } else {
  235. p = "60"
  236. }
  237. }
  238. period := 300
  239. if regexp.MustCompile(`^\d+$`).Match([]byte(p)) {
  240. period, err = strconv.Atoi(p)
  241. if err != nil {
  242. return nil, err
  243. }
  244. } else {
  245. d, err := time.ParseDuration(p)
  246. if err != nil {
  247. return nil, err
  248. }
  249. period = int(d.Seconds())
  250. }
  251. alias := model.Get("alias").MustString("{{metric}}_{{stat}}")
  252. return &CloudWatchQuery{
  253. Region: region,
  254. Namespace: namespace,
  255. MetricName: metricName,
  256. Dimensions: dimensions,
  257. Statistics: statistics,
  258. ExtendedStatistics: extendedStatistics,
  259. Period: period,
  260. Alias: alias,
  261. }, nil
  262. }
  263. func formatAlias(query *CloudWatchQuery, stat string, dimensions map[string]string) string {
  264. data := map[string]string{}
  265. data["region"] = query.Region
  266. data["namespace"] = query.Namespace
  267. data["metric"] = query.MetricName
  268. data["stat"] = stat
  269. for k, v := range dimensions {
  270. data[k] = v
  271. }
  272. result := aliasFormat.ReplaceAllFunc([]byte(query.Alias), func(in []byte) []byte {
  273. labelName := strings.Replace(string(in), "{{", "", 1)
  274. labelName = strings.Replace(labelName, "}}", "", 1)
  275. labelName = strings.TrimSpace(labelName)
  276. if val, exists := data[labelName]; exists {
  277. return []byte(val)
  278. }
  279. return in
  280. })
  281. return string(result)
  282. }
  283. func parseResponse(resp *cloudwatch.GetMetricStatisticsOutput, query *CloudWatchQuery) (*tsdb.QueryResult, error) {
  284. queryRes := tsdb.NewQueryResult()
  285. var value float64
  286. for _, s := range append(query.Statistics, query.ExtendedStatistics...) {
  287. series := tsdb.TimeSeries{
  288. Tags: map[string]string{},
  289. }
  290. for _, d := range query.Dimensions {
  291. series.Tags[*d.Name] = *d.Value
  292. }
  293. series.Name = formatAlias(query, *s, series.Tags)
  294. lastTimestamp := make(map[string]time.Time)
  295. sort.Slice(resp.Datapoints, func(i, j int) bool {
  296. return (*resp.Datapoints[i].Timestamp).Before(*resp.Datapoints[j].Timestamp)
  297. })
  298. for _, v := range resp.Datapoints {
  299. switch *s {
  300. case "Average":
  301. value = *v.Average
  302. case "Maximum":
  303. value = *v.Maximum
  304. case "Minimum":
  305. value = *v.Minimum
  306. case "Sum":
  307. value = *v.Sum
  308. case "SampleCount":
  309. value = *v.SampleCount
  310. default:
  311. if strings.Index(*s, "p") == 0 && v.ExtendedStatistics[*s] != nil {
  312. value = *v.ExtendedStatistics[*s]
  313. }
  314. }
  315. // terminate gap of data points
  316. timestamp := *v.Timestamp
  317. if _, ok := lastTimestamp[*s]; ok {
  318. nextTimestampFromLast := lastTimestamp[*s].Add(time.Duration(query.Period) * time.Second)
  319. for timestamp.After(nextTimestampFromLast) {
  320. series.Points = append(series.Points, tsdb.NewTimePoint(null.FloatFromPtr(nil), float64(nextTimestampFromLast.Unix()*1000)))
  321. nextTimestampFromLast = nextTimestampFromLast.Add(time.Duration(query.Period) * time.Second)
  322. }
  323. }
  324. lastTimestamp[*s] = timestamp
  325. series.Points = append(series.Points, tsdb.NewTimePoint(null.FloatFrom(value), float64(timestamp.Unix()*1000)))
  326. }
  327. queryRes.Series = append(queryRes.Series, &series)
  328. }
  329. return queryRes, nil
  330. }