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. metricType := query.Model.Get("metricType").MustString()
  105. filterParts := query.Model.Get("filters").MustArray()
  106. params := url.Values{}
  107. params.Add("interval.startTime", startTime.UTC().Format(time.RFC3339))
  108. params.Add("interval.endTime", endTime.UTC().Format(time.RFC3339))
  109. params.Add("filter", buildFilterString(metricType, filterParts))
  110. params.Add("view", query.Model.Get("view").MustString())
  111. setAggParams(&params, query, durationSeconds)
  112. target = params.Encode()
  113. if setting.Env == setting.DEV {
  114. slog.Debug("Stackdriver request", "params", params)
  115. }
  116. groupBys := query.Model.Get("groupBys").MustArray()
  117. groupBysAsStrings := make([]string, 0)
  118. for _, groupBy := range groupBys {
  119. groupBysAsStrings = append(groupBysAsStrings, groupBy.(string))
  120. }
  121. aliasBy := query.Model.Get("aliasBy").MustString()
  122. stackdriverQueries = append(stackdriverQueries, &StackdriverQuery{
  123. Target: target,
  124. Params: params,
  125. RefID: query.RefId,
  126. GroupBys: groupBysAsStrings,
  127. AliasBy: aliasBy,
  128. })
  129. }
  130. return stackdriverQueries, nil
  131. }
  132. func buildFilterString(metricType string, filterParts []interface{}) string {
  133. filterString := ""
  134. for i, part := range filterParts {
  135. mod := i % 4
  136. if part == "AND" {
  137. filterString += " "
  138. } else if mod == 2 {
  139. filterString += fmt.Sprintf(`"%s"`, part)
  140. } else {
  141. filterString += part.(string)
  142. }
  143. }
  144. return strings.Trim(fmt.Sprintf(`metric.type="%s" %s`, metricType, filterString), " ")
  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. logger.Info("alignmentPeriodValue", "alignmentPeriodValue", alignmentPeriodValue)
  163. if alignmentPeriodValue < 60*60*23 {
  164. alignmentPeriod = "+60s"
  165. } else if alignmentPeriodValue < 60*60*24*6 {
  166. alignmentPeriod = "+300s"
  167. } else {
  168. alignmentPeriod = "+3600s"
  169. }
  170. }
  171. re := regexp.MustCompile("[0-9]+")
  172. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod), 10, 64)
  173. if err != nil || seconds > 3600 {
  174. alignmentPeriod = "+3600s"
  175. }
  176. params.Add("aggregation.crossSeriesReducer", primaryAggregation)
  177. params.Add("aggregation.perSeriesAligner", perSeriesAligner)
  178. params.Add("aggregation.alignmentPeriod", alignmentPeriod)
  179. groupBys := query.Model.Get("groupBys").MustArray()
  180. if len(groupBys) > 0 {
  181. for i := 0; i < len(groupBys); i++ {
  182. params.Add("aggregation.groupByFields", groupBys[i].(string))
  183. }
  184. }
  185. }
  186. func (e *StackdriverExecutor) executeQuery(ctx context.Context, query *StackdriverQuery, tsdbQuery *tsdb.TsdbQuery) (*tsdb.QueryResult, error) {
  187. queryResult := &tsdb.QueryResult{Meta: simplejson.New(), RefId: query.RefID}
  188. req, err := e.createRequest(ctx, e.dsInfo)
  189. if err != nil {
  190. queryResult.Error = err
  191. return queryResult, nil
  192. }
  193. req.URL.RawQuery = query.Params.Encode()
  194. queryResult.Meta.Set("rawQuery", req.URL.RawQuery)
  195. alignmentPeriod, ok := req.URL.Query()["aggregation.alignmentPeriod"]
  196. if ok {
  197. re := regexp.MustCompile("[0-9]+")
  198. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod[0]), 10, 64)
  199. if err == nil {
  200. queryResult.Meta.Set("alignmentPeriod", seconds)
  201. }
  202. }
  203. span, ctx := opentracing.StartSpanFromContext(ctx, "stackdriver query")
  204. span.SetTag("target", query.Target)
  205. span.SetTag("from", tsdbQuery.TimeRange.From)
  206. span.SetTag("until", tsdbQuery.TimeRange.To)
  207. span.SetTag("datasource_id", e.dsInfo.Id)
  208. span.SetTag("org_id", e.dsInfo.OrgId)
  209. defer span.Finish()
  210. opentracing.GlobalTracer().Inject(
  211. span.Context(),
  212. opentracing.HTTPHeaders,
  213. opentracing.HTTPHeadersCarrier(req.Header))
  214. res, err := ctxhttp.Do(ctx, e.httpClient, req)
  215. if err != nil {
  216. queryResult.Error = err
  217. return queryResult, nil
  218. }
  219. data, err := e.unmarshalResponse(res)
  220. if err != nil {
  221. queryResult.Error = err
  222. return queryResult, nil
  223. }
  224. err = e.parseResponse(queryResult, data, query)
  225. if err != nil {
  226. queryResult.Error = err
  227. return queryResult, nil
  228. }
  229. return queryResult, nil
  230. }
  231. func (e *StackdriverExecutor) unmarshalResponse(res *http.Response) (StackdriverResponse, error) {
  232. body, err := ioutil.ReadAll(res.Body)
  233. defer res.Body.Close()
  234. if err != nil {
  235. return StackdriverResponse{}, err
  236. }
  237. if res.StatusCode/100 != 2 {
  238. slog.Error("Request failed", "status", res.Status, "body", string(body))
  239. return StackdriverResponse{}, fmt.Errorf(string(body))
  240. }
  241. var data StackdriverResponse
  242. err = json.Unmarshal(body, &data)
  243. if err != nil {
  244. slog.Error("Failed to unmarshal Stackdriver response", "error", err, "status", res.Status, "body", string(body))
  245. return StackdriverResponse{}, err
  246. }
  247. return data, nil
  248. }
  249. func (e *StackdriverExecutor) parseResponse(queryRes *tsdb.QueryResult, data StackdriverResponse, query *StackdriverQuery) error {
  250. metricLabels := make(map[string][]string)
  251. resourceLabels := make(map[string][]string)
  252. for _, series := range data.TimeSeries {
  253. points := make([]tsdb.TimePoint, 0)
  254. // reverse the order to be ascending
  255. for i := len(series.Points) - 1; i >= 0; i-- {
  256. point := series.Points[i]
  257. points = append(points, tsdb.NewTimePoint(null.FloatFrom(point.Value.DoubleValue), float64((point.Interval.EndTime).Unix())*1000))
  258. }
  259. defaultMetricName := series.Metric.Type
  260. for key, value := range series.Metric.Labels {
  261. if !containsLabel(metricLabels[key], value) {
  262. metricLabels[key] = append(metricLabels[key], value)
  263. }
  264. if len(query.GroupBys) == 0 || containsLabel(query.GroupBys, "metric.label."+key) {
  265. defaultMetricName += " " + value
  266. }
  267. }
  268. for key, value := range series.Resource.Labels {
  269. if !containsLabel(resourceLabels[key], value) {
  270. resourceLabels[key] = append(resourceLabels[key], value)
  271. }
  272. if containsLabel(query.GroupBys, "resource.label."+key) {
  273. defaultMetricName += " " + value
  274. }
  275. }
  276. metricName := formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, query)
  277. queryRes.Series = append(queryRes.Series, &tsdb.TimeSeries{
  278. Name: metricName,
  279. Points: points,
  280. })
  281. }
  282. queryRes.Meta.Set("resourceLabels", resourceLabels)
  283. queryRes.Meta.Set("metricLabels", metricLabels)
  284. queryRes.Meta.Set("groupBys", query.GroupBys)
  285. return nil
  286. }
  287. func containsLabel(labels []string, newLabel string) bool {
  288. for _, val := range labels {
  289. if val == newLabel {
  290. return true
  291. }
  292. }
  293. return false
  294. }
  295. func formatLegendKeys(metricType string, defaultMetricName string, metricLabels map[string]string, resourceLabels map[string]string, query *StackdriverQuery) string {
  296. if query.AliasBy == "" {
  297. return defaultMetricName
  298. }
  299. result := legendKeyFormat.ReplaceAllFunc([]byte(query.AliasBy), func(in []byte) []byte {
  300. metaPartName := strings.Replace(string(in), "{{", "", 1)
  301. metaPartName = strings.Replace(metaPartName, "}}", "", 1)
  302. metaPartName = strings.TrimSpace(metaPartName)
  303. if metaPartName == "metric.type" {
  304. return []byte(metricType)
  305. }
  306. metricPart := replaceWithMetricPart(metaPartName, metricType)
  307. if metricPart != nil {
  308. return metricPart
  309. }
  310. metaPartName = strings.Replace(metaPartName, "metric.label.", "", 1)
  311. if val, exists := metricLabels[metaPartName]; exists {
  312. return []byte(val)
  313. }
  314. metaPartName = strings.Replace(metaPartName, "resource.label.", "", 1)
  315. if val, exists := resourceLabels[metaPartName]; exists {
  316. return []byte(val)
  317. }
  318. return in
  319. })
  320. return string(result)
  321. }
  322. func replaceWithMetricPart(metaPartName string, metricType string) []byte {
  323. // https://cloud.google.com/monitoring/api/v3/metrics-details#label_names
  324. longMatches := longMetricNameFormat.FindStringSubmatch(metricType)
  325. shortMatches := shortMetricNameFormat.FindStringSubmatch(metricType)
  326. if metaPartName == "metric.name" {
  327. if len(longMatches) > 0 {
  328. return []byte(longMatches[3])
  329. } else if len(shortMatches) > 0 {
  330. return []byte(shortMatches[2])
  331. }
  332. }
  333. if metaPartName == "metric.category" {
  334. if len(longMatches) > 0 {
  335. return []byte(longMatches[2])
  336. }
  337. }
  338. if metaPartName == "metric.service" {
  339. if len(longMatches) > 0 {
  340. return []byte(longMatches[1])
  341. } else if len(shortMatches) > 0 {
  342. return []byte(shortMatches[1])
  343. }
  344. }
  345. return nil
  346. }
  347. func (e *StackdriverExecutor) createRequest(ctx context.Context, dsInfo *models.DataSource) (*http.Request, error) {
  348. u, _ := url.Parse(dsInfo.Url)
  349. u.Path = path.Join(u.Path, "render")
  350. req, err := http.NewRequest(http.MethodGet, "https://monitoring.googleapis.com/", nil)
  351. if err != nil {
  352. slog.Info("Failed to create request", "error", err)
  353. return nil, fmt.Errorf("Failed to create request. error: %v", err)
  354. }
  355. req.Header.Set("Content-Type", "application/json")
  356. req.Header.Set("User-Agent", fmt.Sprintf("Grafana/%s", setting.BuildVersion))
  357. // find plugin
  358. plugin, ok := plugins.DataSources[dsInfo.Type]
  359. if !ok {
  360. return nil, errors.New("Unable to find datasource plugin Stackdriver")
  361. }
  362. projectName := dsInfo.JsonData.Get("defaultProject").MustString()
  363. proxyPass := fmt.Sprintf("stackdriver%s", "v3/projects/"+projectName+"/timeSeries")
  364. var stackdriverRoute *plugins.AppPluginRoute
  365. for _, route := range plugin.Routes {
  366. if route.Path == "stackdriver" {
  367. stackdriverRoute = route
  368. break
  369. }
  370. }
  371. pluginproxy.ApplyRoute(ctx, req, proxyPass, stackdriverRoute, dsInfo)
  372. return req, nil
  373. }