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/cmd/grafana-cli/logger"
  19. "github.com/grafana/grafana/pkg/components/null"
  20. "github.com/grafana/grafana/pkg/components/simplejson"
  21. "github.com/grafana/grafana/pkg/log"
  22. "github.com/grafana/grafana/pkg/models"
  23. "github.com/grafana/grafana/pkg/plugins"
  24. "github.com/grafana/grafana/pkg/setting"
  25. "github.com/grafana/grafana/pkg/tsdb"
  26. "github.com/opentracing/opentracing-go"
  27. )
  28. var (
  29. slog log.Logger
  30. legendKeyFormat *regexp.Regexp
  31. longMetricNameFormat *regexp.Regexp
  32. shortMetricNameFormat *regexp.Regexp
  33. )
  34. // StackdriverExecutor executes queries for the Stackdriver datasource
  35. type StackdriverExecutor struct {
  36. httpClient *http.Client
  37. dsInfo *models.DataSource
  38. }
  39. // NewStackdriverExecutor initializes a http client
  40. func NewStackdriverExecutor(dsInfo *models.DataSource) (tsdb.TsdbQueryEndpoint, error) {
  41. httpClient, err := dsInfo.GetHttpClient()
  42. if err != nil {
  43. return nil, err
  44. }
  45. return &StackdriverExecutor{
  46. httpClient: httpClient,
  47. dsInfo: dsInfo,
  48. }, nil
  49. }
  50. func init() {
  51. slog = log.New("tsdb.stackdriver")
  52. tsdb.RegisterTsdbQueryEndpoint("stackdriver", NewStackdriverExecutor)
  53. legendKeyFormat = regexp.MustCompile(`\{\{\s*(.+?)\s*\}\}`)
  54. longMetricNameFormat = regexp.MustCompile(`([\w\d_]+)\.googleapis\.com/([\w\d_]+)/(.+)`)
  55. shortMetricNameFormat = regexp.MustCompile(`([\w\d_]+)\.googleapis\.com/(.+)`)
  56. }
  57. // Query takes in the frontend queries, parses them into the Stackdriver query format
  58. // executes the queries against the Stackdriver API and parses the response into
  59. // the time series or table format
  60. func (e *StackdriverExecutor) Query(ctx context.Context, dsInfo *models.DataSource, tsdbQuery *tsdb.TsdbQuery) (*tsdb.Response, error) {
  61. var result *tsdb.Response
  62. var err error
  63. queryType := tsdbQuery.Queries[0].Model.Get("type").MustString("")
  64. switch queryType {
  65. case "annotationQuery":
  66. result, err = e.executeAnnotationQuery(ctx, tsdbQuery)
  67. case "timeSeriesQuery":
  68. fallthrough
  69. default:
  70. result, err = e.executeTimeSeriesQuery(ctx, tsdbQuery)
  71. }
  72. return result, err
  73. }
  74. func (e *StackdriverExecutor) executeTimeSeriesQuery(ctx context.Context, tsdbQuery *tsdb.TsdbQuery) (*tsdb.Response, error) {
  75. result := &tsdb.Response{
  76. Results: make(map[string]*tsdb.QueryResult),
  77. }
  78. queries, err := e.buildQueries(tsdbQuery)
  79. if err != nil {
  80. return nil, err
  81. }
  82. for _, query := range queries {
  83. queryRes, err := e.executeQuery(ctx, query, tsdbQuery)
  84. if err != nil {
  85. return nil, err
  86. }
  87. result.Results[query.RefID] = queryRes
  88. }
  89. return result, nil
  90. }
  91. func (e *StackdriverExecutor) buildQueries(tsdbQuery *tsdb.TsdbQuery) ([]*StackdriverQuery, error) {
  92. stackdriverQueries := []*StackdriverQuery{}
  93. startTime, err := tsdbQuery.TimeRange.ParseFrom()
  94. if err != nil {
  95. return nil, err
  96. }
  97. endTime, err := tsdbQuery.TimeRange.ParseTo()
  98. if err != nil {
  99. return nil, err
  100. }
  101. durationSeconds := int(endTime.Sub(startTime).Seconds())
  102. for _, query := range tsdbQuery.Queries {
  103. var target string
  104. if fullTarget, err := query.Model.Get("targetFull").String(); err == nil {
  105. target = fixIntervalFormat(fullTarget)
  106. } else {
  107. target = fixIntervalFormat(query.Model.Get("target").MustString())
  108. }
  109. metricType := query.Model.Get("metricType").MustString()
  110. filterParts := query.Model.Get("filters").MustArray()
  111. filterString := ""
  112. for i, part := range filterParts {
  113. mod := i % 4
  114. if part == "AND" {
  115. filterString += " "
  116. } else if mod == 2 {
  117. filterString += fmt.Sprintf(`"%s"`, part)
  118. } else {
  119. filterString += part.(string)
  120. }
  121. }
  122. params := url.Values{}
  123. params.Add("interval.startTime", startTime.UTC().Format(time.RFC3339))
  124. params.Add("interval.endTime", endTime.UTC().Format(time.RFC3339))
  125. params.Add("filter", strings.Trim(fmt.Sprintf(`metric.type="%s" %s`, metricType, filterString), " "))
  126. params.Add("view", query.Model.Get("view").MustString())
  127. setAggParams(&params, query, durationSeconds)
  128. if setting.Env == setting.DEV {
  129. slog.Debug("Stackdriver request", "params", params)
  130. }
  131. groupBys := query.Model.Get("groupBys").MustArray()
  132. groupBysAsStrings := make([]string, 0)
  133. for _, groupBy := range groupBys {
  134. groupBysAsStrings = append(groupBysAsStrings, groupBy.(string))
  135. }
  136. aliasBy := query.Model.Get("aliasBy").MustString()
  137. stackdriverQueries = append(stackdriverQueries, &StackdriverQuery{
  138. Target: target,
  139. Params: params,
  140. RefID: query.RefId,
  141. GroupBys: groupBysAsStrings,
  142. AliasBy: aliasBy,
  143. })
  144. }
  145. return stackdriverQueries, nil
  146. }
  147. func setAggParams(params *url.Values, query *tsdb.Query, durationSeconds int) {
  148. primaryAggregation := query.Model.Get("primaryAggregation").MustString()
  149. perSeriesAligner := query.Model.Get("perSeriesAligner").MustString()
  150. alignmentPeriod := query.Model.Get("alignmentPeriod").MustString()
  151. if primaryAggregation == "" {
  152. primaryAggregation = "REDUCE_NONE"
  153. }
  154. if perSeriesAligner == "" {
  155. perSeriesAligner = "ALIGN_MEAN"
  156. }
  157. if alignmentPeriod == "grafana-auto" || alignmentPeriod == "" {
  158. alignmentPeriodValue := int(math.Max(float64(query.IntervalMs)/1000, 60.0))
  159. alignmentPeriod = "+" + strconv.Itoa(alignmentPeriodValue) + "s"
  160. }
  161. if alignmentPeriod == "stackdriver-auto" {
  162. alignmentPeriodValue := int(math.Max(float64(durationSeconds), 60.0))
  163. logger.Info("alignmentPeriodValue", "alignmentPeriodValue", alignmentPeriodValue)
  164. if alignmentPeriodValue < 60*60*23 {
  165. alignmentPeriod = "+60s"
  166. } else if alignmentPeriodValue < 60*60*24*6 {
  167. alignmentPeriod = "+300s"
  168. } else {
  169. alignmentPeriod = "+3600s"
  170. }
  171. }
  172. re := regexp.MustCompile("[0-9]+")
  173. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod), 10, 64)
  174. if err != nil || seconds > 3600 {
  175. alignmentPeriod = "+3600s"
  176. }
  177. params.Add("aggregation.crossSeriesReducer", primaryAggregation)
  178. params.Add("aggregation.perSeriesAligner", perSeriesAligner)
  179. params.Add("aggregation.alignmentPeriod", alignmentPeriod)
  180. groupBys := query.Model.Get("groupBys").MustArray()
  181. if len(groupBys) > 0 {
  182. for i := 0; i < len(groupBys); i++ {
  183. params.Add("aggregation.groupByFields", groupBys[i].(string))
  184. }
  185. }
  186. }
  187. func (e *StackdriverExecutor) executeQuery(ctx context.Context, query *StackdriverQuery, tsdbQuery *tsdb.TsdbQuery) (*tsdb.QueryResult, error) {
  188. queryResult := &tsdb.QueryResult{Meta: simplejson.New(), RefId: query.RefID}
  189. req, err := e.createRequest(ctx, e.dsInfo)
  190. if err != nil {
  191. queryResult.Error = err
  192. return queryResult, nil
  193. }
  194. req.URL.RawQuery = query.Params.Encode()
  195. queryResult.Meta.Set("rawQuery", req.URL.RawQuery)
  196. alignmentPeriod, ok := req.URL.Query()["aggregation.alignmentPeriod"]
  197. if ok {
  198. re := regexp.MustCompile("[0-9]+")
  199. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod[0]), 10, 64)
  200. if err == nil {
  201. queryResult.Meta.Set("alignmentPeriod", seconds)
  202. }
  203. }
  204. span, ctx := opentracing.StartSpanFromContext(ctx, "stackdriver query")
  205. span.SetTag("target", query.Target)
  206. span.SetTag("from", tsdbQuery.TimeRange.From)
  207. span.SetTag("until", tsdbQuery.TimeRange.To)
  208. span.SetTag("datasource_id", e.dsInfo.Id)
  209. span.SetTag("org_id", e.dsInfo.OrgId)
  210. defer span.Finish()
  211. opentracing.GlobalTracer().Inject(
  212. span.Context(),
  213. opentracing.HTTPHeaders,
  214. opentracing.HTTPHeadersCarrier(req.Header))
  215. res, err := ctxhttp.Do(ctx, e.httpClient, req)
  216. if err != nil {
  217. queryResult.Error = err
  218. return queryResult, nil
  219. }
  220. data, err := e.unmarshalResponse(res)
  221. if err != nil {
  222. queryResult.Error = err
  223. return queryResult, nil
  224. }
  225. err = e.parseResponse(queryResult, data, query)
  226. if err != nil {
  227. queryResult.Error = err
  228. return queryResult, nil
  229. }
  230. return queryResult, nil
  231. }
  232. func (e *StackdriverExecutor) unmarshalResponse(res *http.Response) (StackdriverResponse, error) {
  233. body, err := ioutil.ReadAll(res.Body)
  234. defer res.Body.Close()
  235. if err != nil {
  236. return StackdriverResponse{}, err
  237. }
  238. if res.StatusCode/100 != 2 {
  239. slog.Error("Request failed", "status", res.Status, "body", string(body))
  240. return StackdriverResponse{}, fmt.Errorf(string(body))
  241. }
  242. var data StackdriverResponse
  243. err = json.Unmarshal(body, &data)
  244. if err != nil {
  245. slog.Error("Failed to unmarshal Stackdriver response", "error", err, "status", res.Status, "body", string(body))
  246. return StackdriverResponse{}, err
  247. }
  248. return data, nil
  249. }
  250. func (e *StackdriverExecutor) parseResponse(queryRes *tsdb.QueryResult, data StackdriverResponse, query *StackdriverQuery) error {
  251. metricLabels := make(map[string][]string)
  252. resourceLabels := make(map[string][]string)
  253. for _, series := range data.TimeSeries {
  254. points := make([]tsdb.TimePoint, 0)
  255. // reverse the order to be ascending
  256. for i := len(series.Points) - 1; i >= 0; i-- {
  257. point := series.Points[i]
  258. points = append(points, tsdb.NewTimePoint(null.FloatFrom(point.Value.DoubleValue), float64((point.Interval.EndTime).Unix())*1000))
  259. }
  260. defaultMetricName := series.Metric.Type
  261. for key, value := range series.Metric.Labels {
  262. if !containsLabel(metricLabels[key], value) {
  263. metricLabels[key] = append(metricLabels[key], value)
  264. }
  265. if len(query.GroupBys) == 0 || containsLabel(query.GroupBys, "metric.label."+key) {
  266. defaultMetricName += " " + value
  267. }
  268. }
  269. for key, value := range series.Resource.Labels {
  270. if !containsLabel(resourceLabels[key], value) {
  271. resourceLabels[key] = append(resourceLabels[key], value)
  272. }
  273. if containsLabel(query.GroupBys, "resource.label."+key) {
  274. defaultMetricName += " " + value
  275. }
  276. }
  277. metricName := formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, query)
  278. queryRes.Series = append(queryRes.Series, &tsdb.TimeSeries{
  279. Name: metricName,
  280. Points: points,
  281. })
  282. }
  283. queryRes.Meta.Set("resourceLabels", resourceLabels)
  284. queryRes.Meta.Set("metricLabels", metricLabels)
  285. queryRes.Meta.Set("groupBys", query.GroupBys)
  286. return nil
  287. }
  288. func containsLabel(labels []string, newLabel string) bool {
  289. for _, val := range labels {
  290. if val == newLabel {
  291. return true
  292. }
  293. }
  294. return false
  295. }
  296. func formatLegendKeys(metricType string, defaultMetricName string, metricLabels map[string]string, resourceLabels map[string]string, query *StackdriverQuery) string {
  297. if query.AliasBy == "" {
  298. return defaultMetricName
  299. }
  300. result := legendKeyFormat.ReplaceAllFunc([]byte(query.AliasBy), func(in []byte) []byte {
  301. metaPartName := strings.Replace(string(in), "{{", "", 1)
  302. metaPartName = strings.Replace(metaPartName, "}}", "", 1)
  303. metaPartName = strings.TrimSpace(metaPartName)
  304. if metaPartName == "metric.type" {
  305. return []byte(metricType)
  306. }
  307. metricPart := replaceWithMetricPart(metaPartName, metricType)
  308. if metricPart != nil {
  309. return metricPart
  310. }
  311. metaPartName = strings.Replace(metaPartName, "metric.label.", "", 1)
  312. if val, exists := metricLabels[metaPartName]; exists {
  313. return []byte(val)
  314. }
  315. metaPartName = strings.Replace(metaPartName, "resource.label.", "", 1)
  316. if val, exists := resourceLabels[metaPartName]; exists {
  317. return []byte(val)
  318. }
  319. return in
  320. })
  321. return string(result)
  322. }
  323. func replaceWithMetricPart(metaPartName string, metricType string) []byte {
  324. // https://cloud.google.com/monitoring/api/v3/metrics-details#label_names
  325. longMatches := longMetricNameFormat.FindStringSubmatch(metricType)
  326. shortMatches := shortMetricNameFormat.FindStringSubmatch(metricType)
  327. if metaPartName == "metric.name" {
  328. if len(longMatches) > 0 {
  329. return []byte(longMatches[3])
  330. } else if len(shortMatches) > 0 {
  331. return []byte(shortMatches[2])
  332. }
  333. }
  334. if metaPartName == "metric.category" {
  335. if len(longMatches) > 0 {
  336. return []byte(longMatches[2])
  337. }
  338. }
  339. if metaPartName == "metric.service" {
  340. if len(longMatches) > 0 {
  341. return []byte(longMatches[1])
  342. } else if len(shortMatches) > 0 {
  343. return []byte(shortMatches[1])
  344. }
  345. }
  346. return nil
  347. }
  348. func (e *StackdriverExecutor) createRequest(ctx context.Context, dsInfo *models.DataSource) (*http.Request, error) {
  349. u, _ := url.Parse(dsInfo.Url)
  350. u.Path = path.Join(u.Path, "render")
  351. req, err := http.NewRequest(http.MethodGet, "https://monitoring.googleapis.com/", nil)
  352. if err != nil {
  353. slog.Info("Failed to create request", "error", err)
  354. return nil, fmt.Errorf("Failed to create request. error: %v", err)
  355. }
  356. req.Header.Set("Content-Type", "application/json")
  357. req.Header.Set("User-Agent", fmt.Sprintf("Grafana/%s", setting.BuildVersion))
  358. // find plugin
  359. plugin, ok := plugins.DataSources[dsInfo.Type]
  360. if !ok {
  361. return nil, errors.New("Unable to find datasource plugin Stackdriver")
  362. }
  363. projectName := dsInfo.JsonData.Get("defaultProject").MustString()
  364. proxyPass := fmt.Sprintf("stackdriver%s", "v3/projects/"+projectName+"/timeSeries")
  365. var stackdriverRoute *plugins.AppPluginRoute
  366. for _, route := range plugin.Routes {
  367. if route.Path == "stackdriver" {
  368. stackdriverRoute = route
  369. break
  370. }
  371. }
  372. pluginproxy.ApplyRoute(ctx, req, proxyPass, stackdriverRoute, dsInfo)
  373. return req, nil
  374. }
  375. func fixIntervalFormat(target string) string {
  376. rMinute := regexp.MustCompile(`'(\d+)m'`)
  377. rMin := regexp.MustCompile("m")
  378. target = rMinute.ReplaceAllStringFunc(target, func(m string) string {
  379. return rMin.ReplaceAllString(m, "min")
  380. })
  381. rMonth := regexp.MustCompile(`'(\d+)M'`)
  382. rMon := regexp.MustCompile("M")
  383. target = rMonth.ReplaceAllStringFunc(target, func(M string) string {
  384. return rMon.ReplaceAllString(M, "mon")
  385. })
  386. return target
  387. }