stackdriver.go 13 KB

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  1. package stackdriver
  2. import (
  3. "context"
  4. "encoding/json"
  5. "errors"
  6. "fmt"
  7. "io/ioutil"
  8. "math"
  9. "net/http"
  10. "net/url"
  11. "path"
  12. "regexp"
  13. "strconv"
  14. "strings"
  15. "time"
  16. "golang.org/x/net/context/ctxhttp"
  17. "github.com/grafana/grafana/pkg/api/pluginproxy"
  18. "github.com/grafana/grafana/pkg/components/null"
  19. "github.com/grafana/grafana/pkg/components/simplejson"
  20. "github.com/grafana/grafana/pkg/log"
  21. "github.com/grafana/grafana/pkg/models"
  22. "github.com/grafana/grafana/pkg/plugins"
  23. "github.com/grafana/grafana/pkg/setting"
  24. "github.com/grafana/grafana/pkg/tsdb"
  25. "github.com/opentracing/opentracing-go"
  26. )
  27. var (
  28. slog log.Logger
  29. legendKeyFormat *regexp.Regexp
  30. longMetricNameFormat *regexp.Regexp
  31. shortMetricNameFormat *regexp.Regexp
  32. )
  33. // StackdriverExecutor executes queries for the Stackdriver datasource
  34. type StackdriverExecutor struct {
  35. httpClient *http.Client
  36. dsInfo *models.DataSource
  37. }
  38. // NewStackdriverExecutor initializes a http client
  39. func NewStackdriverExecutor(dsInfo *models.DataSource) (tsdb.TsdbQueryEndpoint, error) {
  40. httpClient, err := dsInfo.GetHttpClient()
  41. if err != nil {
  42. return nil, err
  43. }
  44. return &StackdriverExecutor{
  45. httpClient: httpClient,
  46. dsInfo: dsInfo,
  47. }, nil
  48. }
  49. func init() {
  50. slog = log.New("tsdb.stackdriver")
  51. tsdb.RegisterTsdbQueryEndpoint("stackdriver", NewStackdriverExecutor)
  52. legendKeyFormat = regexp.MustCompile(`\{\{\s*(.+?)\s*\}\}`)
  53. longMetricNameFormat = regexp.MustCompile(`([\w\d_]+)\.googleapis\.com/([\w\d_]+)/(.+)`)
  54. shortMetricNameFormat = regexp.MustCompile(`([\w\d_]+)\.googleapis\.com/(.+)`)
  55. }
  56. // Query takes in the frontend queries, parses them into the Stackdriver query format
  57. // executes the queries against the Stackdriver API and parses the response into
  58. // the time series or table format
  59. func (e *StackdriverExecutor) Query(ctx context.Context, dsInfo *models.DataSource, tsdbQuery *tsdb.TsdbQuery) (*tsdb.Response, error) {
  60. var result *tsdb.Response
  61. var err error
  62. queryType := tsdbQuery.Queries[0].Model.Get("type").MustString("")
  63. switch queryType {
  64. case "annotationQuery":
  65. result, err = e.executeAnnotationQuery(ctx, tsdbQuery)
  66. case "timeSeriesQuery":
  67. fallthrough
  68. default:
  69. result, err = e.executeTimeSeriesQuery(ctx, tsdbQuery)
  70. }
  71. return result, err
  72. }
  73. func (e *StackdriverExecutor) executeTimeSeriesQuery(ctx context.Context, tsdbQuery *tsdb.TsdbQuery) (*tsdb.Response, error) {
  74. result := &tsdb.Response{
  75. Results: make(map[string]*tsdb.QueryResult),
  76. }
  77. queries, err := e.buildQueries(tsdbQuery)
  78. if err != nil {
  79. return nil, err
  80. }
  81. for _, query := range queries {
  82. queryRes, err := e.executeQuery(ctx, query, tsdbQuery)
  83. if err != nil {
  84. return nil, err
  85. }
  86. result.Results[query.RefID] = queryRes
  87. }
  88. return result, nil
  89. }
  90. func (e *StackdriverExecutor) buildQueries(tsdbQuery *tsdb.TsdbQuery) ([]*StackdriverQuery, error) {
  91. stackdriverQueries := []*StackdriverQuery{}
  92. startTime, err := tsdbQuery.TimeRange.ParseFrom()
  93. if err != nil {
  94. return nil, err
  95. }
  96. endTime, err := tsdbQuery.TimeRange.ParseTo()
  97. if err != nil {
  98. return nil, err
  99. }
  100. durationSeconds := int(endTime.Sub(startTime).Seconds())
  101. for _, query := range tsdbQuery.Queries {
  102. var target string
  103. if fullTarget, err := query.Model.Get("targetFull").String(); err == nil {
  104. target = fixIntervalFormat(fullTarget)
  105. } else {
  106. target = fixIntervalFormat(query.Model.Get("target").MustString())
  107. }
  108. metricType := query.Model.Get("metricType").MustString()
  109. filterParts := query.Model.Get("filters").MustArray()
  110. filterString := ""
  111. for i, part := range filterParts {
  112. mod := i % 4
  113. if part == "AND" {
  114. filterString += " "
  115. } else if mod == 2 {
  116. filterString += fmt.Sprintf(`"%s"`, part)
  117. } else {
  118. filterString += part.(string)
  119. }
  120. }
  121. params := url.Values{}
  122. params.Add("interval.startTime", startTime.UTC().Format(time.RFC3339))
  123. params.Add("interval.endTime", endTime.UTC().Format(time.RFC3339))
  124. params.Add("filter", strings.Trim(fmt.Sprintf(`metric.type="%s" %s`, metricType, filterString), " "))
  125. params.Add("view", query.Model.Get("view").MustString())
  126. setAggParams(&params, query, durationSeconds)
  127. if setting.Env == setting.DEV {
  128. slog.Debug("Stackdriver request", "params", params)
  129. }
  130. groupBys := query.Model.Get("groupBys").MustArray()
  131. groupBysAsStrings := make([]string, 0)
  132. for _, groupBy := range groupBys {
  133. groupBysAsStrings = append(groupBysAsStrings, groupBy.(string))
  134. }
  135. aliasBy := query.Model.Get("aliasBy").MustString()
  136. stackdriverQueries = append(stackdriverQueries, &StackdriverQuery{
  137. Target: target,
  138. Params: params,
  139. RefID: query.RefId,
  140. GroupBys: groupBysAsStrings,
  141. AliasBy: aliasBy,
  142. })
  143. }
  144. return stackdriverQueries, nil
  145. }
  146. func setAggParams(params *url.Values, query *tsdb.Query, durationSeconds int) {
  147. primaryAggregation := query.Model.Get("primaryAggregation").MustString()
  148. perSeriesAligner := query.Model.Get("perSeriesAligner").MustString()
  149. alignmentPeriod := query.Model.Get("alignmentPeriod").MustString()
  150. if primaryAggregation == "" {
  151. primaryAggregation = "REDUCE_NONE"
  152. }
  153. if perSeriesAligner == "" {
  154. perSeriesAligner = "ALIGN_MEAN"
  155. }
  156. if alignmentPeriod == "grafana-auto" || alignmentPeriod == "" {
  157. alignmentPeriodValue := int(math.Max(float64(query.IntervalMs)/1000, 60.0))
  158. alignmentPeriod = "+" + strconv.Itoa(alignmentPeriodValue) + "s"
  159. }
  160. if alignmentPeriod == "stackdriver-auto" {
  161. alignmentPeriodValue := int(math.Max(float64(durationSeconds), 60.0))
  162. if alignmentPeriodValue <= 60*60*5 {
  163. alignmentPeriod = "+60s"
  164. } else if alignmentPeriodValue <= 60*60*23 {
  165. alignmentPeriod = "+300s"
  166. } else {
  167. alignmentPeriod = "+3600s"
  168. }
  169. }
  170. re := regexp.MustCompile("[0-9]+")
  171. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod), 10, 64)
  172. if err != nil || seconds > 3600 {
  173. alignmentPeriod = "+3600s"
  174. }
  175. params.Add("aggregation.crossSeriesReducer", primaryAggregation)
  176. params.Add("aggregation.perSeriesAligner", perSeriesAligner)
  177. params.Add("aggregation.alignmentPeriod", alignmentPeriod)
  178. groupBys := query.Model.Get("groupBys").MustArray()
  179. if len(groupBys) > 0 {
  180. for i := 0; i < len(groupBys); i++ {
  181. params.Add("aggregation.groupByFields", groupBys[i].(string))
  182. }
  183. }
  184. }
  185. func (e *StackdriverExecutor) executeQuery(ctx context.Context, query *StackdriverQuery, tsdbQuery *tsdb.TsdbQuery) (*tsdb.QueryResult, error) {
  186. queryResult := &tsdb.QueryResult{Meta: simplejson.New(), RefId: query.RefID}
  187. req, err := e.createRequest(ctx, e.dsInfo)
  188. if err != nil {
  189. queryResult.Error = err
  190. return queryResult, nil
  191. }
  192. req.URL.RawQuery = query.Params.Encode()
  193. queryResult.Meta.Set("rawQuery", req.URL.RawQuery)
  194. alignmentPeriod, ok := req.URL.Query()["aggregation.alignmentPeriod"]
  195. if ok {
  196. re := regexp.MustCompile("[0-9]+")
  197. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod[0]), 10, 64)
  198. if err == nil {
  199. queryResult.Meta.Set("alignmentPeriod", seconds)
  200. }
  201. }
  202. span, ctx := opentracing.StartSpanFromContext(ctx, "stackdriver query")
  203. span.SetTag("target", query.Target)
  204. span.SetTag("from", tsdbQuery.TimeRange.From)
  205. span.SetTag("until", tsdbQuery.TimeRange.To)
  206. span.SetTag("datasource_id", e.dsInfo.Id)
  207. span.SetTag("org_id", e.dsInfo.OrgId)
  208. defer span.Finish()
  209. opentracing.GlobalTracer().Inject(
  210. span.Context(),
  211. opentracing.HTTPHeaders,
  212. opentracing.HTTPHeadersCarrier(req.Header))
  213. res, err := ctxhttp.Do(ctx, e.httpClient, req)
  214. if err != nil {
  215. queryResult.Error = err
  216. return queryResult, nil
  217. }
  218. data, err := e.unmarshalResponse(res)
  219. if err != nil {
  220. queryResult.Error = err
  221. return queryResult, nil
  222. }
  223. err = e.parseResponse(queryResult, data, query)
  224. if err != nil {
  225. queryResult.Error = err
  226. return queryResult, nil
  227. }
  228. return queryResult, nil
  229. }
  230. func (e *StackdriverExecutor) unmarshalResponse(res *http.Response) (StackdriverResponse, error) {
  231. body, err := ioutil.ReadAll(res.Body)
  232. defer res.Body.Close()
  233. if err != nil {
  234. return StackdriverResponse{}, err
  235. }
  236. if res.StatusCode/100 != 2 {
  237. slog.Error("Request failed", "status", res.Status, "body", string(body))
  238. return StackdriverResponse{}, fmt.Errorf(string(body))
  239. }
  240. var data StackdriverResponse
  241. err = json.Unmarshal(body, &data)
  242. if err != nil {
  243. slog.Error("Failed to unmarshal Stackdriver response", "error", err, "status", res.Status, "body", string(body))
  244. return StackdriverResponse{}, err
  245. }
  246. return data, nil
  247. }
  248. func (e *StackdriverExecutor) parseResponse(queryRes *tsdb.QueryResult, data StackdriverResponse, query *StackdriverQuery) error {
  249. metricLabels := make(map[string][]string)
  250. resourceLabels := make(map[string][]string)
  251. for _, series := range data.TimeSeries {
  252. points := make([]tsdb.TimePoint, 0)
  253. // reverse the order to be ascending
  254. for i := len(series.Points) - 1; i >= 0; i-- {
  255. point := series.Points[i]
  256. points = append(points, tsdb.NewTimePoint(null.FloatFrom(point.Value.DoubleValue), float64((point.Interval.EndTime).Unix())*1000))
  257. }
  258. defaultMetricName := series.Metric.Type
  259. for key, value := range series.Metric.Labels {
  260. if !containsLabel(metricLabels[key], value) {
  261. metricLabels[key] = append(metricLabels[key], value)
  262. }
  263. if len(query.GroupBys) == 0 || containsLabel(query.GroupBys, "metric.label."+key) {
  264. defaultMetricName += " " + value
  265. }
  266. }
  267. for key, value := range series.Resource.Labels {
  268. if !containsLabel(resourceLabels[key], value) {
  269. resourceLabels[key] = append(resourceLabels[key], value)
  270. }
  271. if containsLabel(query.GroupBys, "resource.label."+key) {
  272. defaultMetricName += " " + value
  273. }
  274. }
  275. metricName := formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, query)
  276. queryRes.Series = append(queryRes.Series, &tsdb.TimeSeries{
  277. Name: metricName,
  278. Points: points,
  279. })
  280. }
  281. queryRes.Meta.Set("resourceLabels", resourceLabels)
  282. queryRes.Meta.Set("metricLabels", metricLabels)
  283. queryRes.Meta.Set("groupBys", query.GroupBys)
  284. return nil
  285. }
  286. func containsLabel(labels []string, newLabel string) bool {
  287. for _, val := range labels {
  288. if val == newLabel {
  289. return true
  290. }
  291. }
  292. return false
  293. }
  294. func formatLegendKeys(metricType string, defaultMetricName string, metricLabels map[string]string, resourceLabels map[string]string, query *StackdriverQuery) string {
  295. if query.AliasBy == "" {
  296. return defaultMetricName
  297. }
  298. result := legendKeyFormat.ReplaceAllFunc([]byte(query.AliasBy), func(in []byte) []byte {
  299. metaPartName := strings.Replace(string(in), "{{", "", 1)
  300. metaPartName = strings.Replace(metaPartName, "}}", "", 1)
  301. metaPartName = strings.TrimSpace(metaPartName)
  302. if metaPartName == "metric.type" {
  303. return []byte(metricType)
  304. }
  305. metricPart := replaceWithMetricPart(metaPartName, metricType)
  306. if metricPart != nil {
  307. return metricPart
  308. }
  309. metaPartName = strings.Replace(metaPartName, "metric.label.", "", 1)
  310. if val, exists := metricLabels[metaPartName]; exists {
  311. return []byte(val)
  312. }
  313. metaPartName = strings.Replace(metaPartName, "resource.label.", "", 1)
  314. if val, exists := resourceLabels[metaPartName]; exists {
  315. return []byte(val)
  316. }
  317. return in
  318. })
  319. return string(result)
  320. }
  321. func replaceWithMetricPart(metaPartName string, metricType string) []byte {
  322. // https://cloud.google.com/monitoring/api/v3/metrics-details#label_names
  323. longMatches := longMetricNameFormat.FindStringSubmatch(metricType)
  324. shortMatches := shortMetricNameFormat.FindStringSubmatch(metricType)
  325. if metaPartName == "metric.name" {
  326. if len(longMatches) > 0 {
  327. return []byte(longMatches[3])
  328. } else if len(shortMatches) > 0 {
  329. return []byte(shortMatches[2])
  330. }
  331. }
  332. if metaPartName == "metric.category" {
  333. if len(longMatches) > 0 {
  334. return []byte(longMatches[2])
  335. }
  336. }
  337. if metaPartName == "metric.service" {
  338. if len(longMatches) > 0 {
  339. return []byte(longMatches[1])
  340. } else if len(shortMatches) > 0 {
  341. return []byte(shortMatches[1])
  342. }
  343. }
  344. return nil
  345. }
  346. func (e *StackdriverExecutor) createRequest(ctx context.Context, dsInfo *models.DataSource) (*http.Request, error) {
  347. u, _ := url.Parse(dsInfo.Url)
  348. u.Path = path.Join(u.Path, "render")
  349. req, err := http.NewRequest(http.MethodGet, "https://monitoring.googleapis.com/", nil)
  350. if err != nil {
  351. slog.Info("Failed to create request", "error", err)
  352. return nil, fmt.Errorf("Failed to create request. error: %v", err)
  353. }
  354. req.Header.Set("Content-Type", "application/json")
  355. req.Header.Set("User-Agent", fmt.Sprintf("Grafana/%s", setting.BuildVersion))
  356. // find plugin
  357. plugin, ok := plugins.DataSources[dsInfo.Type]
  358. if !ok {
  359. return nil, errors.New("Unable to find datasource plugin Stackdriver")
  360. }
  361. projectName := dsInfo.JsonData.Get("defaultProject").MustString()
  362. proxyPass := fmt.Sprintf("stackdriver%s", "v3/projects/"+projectName+"/timeSeries")
  363. var stackdriverRoute *plugins.AppPluginRoute
  364. for _, route := range plugin.Routes {
  365. if route.Path == "stackdriver" {
  366. stackdriverRoute = route
  367. break
  368. }
  369. }
  370. pluginproxy.ApplyRoute(ctx, req, proxyPass, stackdriverRoute, dsInfo)
  371. return req, nil
  372. }
  373. func fixIntervalFormat(target string) string {
  374. rMinute := regexp.MustCompile(`'(\d+)m'`)
  375. rMin := regexp.MustCompile("m")
  376. target = rMinute.ReplaceAllStringFunc(target, func(m string) string {
  377. return rMin.ReplaceAllString(m, "min")
  378. })
  379. rMonth := regexp.MustCompile(`'(\d+)M'`)
  380. rMon := regexp.MustCompile("M")
  381. target = rMonth.ReplaceAllStringFunc(target, func(M string) string {
  382. return rMon.ReplaceAllString(M, "mon")
  383. })
  384. return target
  385. }