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. metricType := query.Model.Get("metricType").MustString()
  104. filterParts := query.Model.Get("filters").MustArray()
  105. params := url.Values{}
  106. params.Add("interval.startTime", startTime.UTC().Format(time.RFC3339))
  107. params.Add("interval.endTime", endTime.UTC().Format(time.RFC3339))
  108. params.Add("filter", buildFilterString(metricType, filterParts))
  109. params.Add("view", query.Model.Get("view").MustString())
  110. setAggParams(&params, query, durationSeconds)
  111. target = params.Encode()
  112. if setting.Env == setting.DEV {
  113. slog.Debug("Stackdriver request", "params", params)
  114. }
  115. groupBys := query.Model.Get("groupBys").MustArray()
  116. groupBysAsStrings := make([]string, 0)
  117. for _, groupBy := range groupBys {
  118. groupBysAsStrings = append(groupBysAsStrings, groupBy.(string))
  119. }
  120. aliasBy := query.Model.Get("aliasBy").MustString()
  121. stackdriverQueries = append(stackdriverQueries, &StackdriverQuery{
  122. Target: target,
  123. Params: params,
  124. RefID: query.RefId,
  125. GroupBys: groupBysAsStrings,
  126. AliasBy: aliasBy,
  127. })
  128. }
  129. return stackdriverQueries, nil
  130. }
  131. func buildFilterString(metricType string, filterParts []interface{}) string {
  132. filterString := ""
  133. for i, part := range filterParts {
  134. mod := i % 4
  135. if part == "AND" {
  136. filterString += " "
  137. } else if mod == 2 {
  138. filterString += fmt.Sprintf(`"%s"`, part)
  139. } else {
  140. filterString += part.(string)
  141. }
  142. }
  143. return strings.Trim(fmt.Sprintf(`metric.type="%s" %s`, metricType, filterString), " ")
  144. }
  145. func setAggParams(params *url.Values, query *tsdb.Query, durationSeconds int) {
  146. primaryAggregation := query.Model.Get("primaryAggregation").MustString()
  147. perSeriesAligner := query.Model.Get("perSeriesAligner").MustString()
  148. alignmentPeriod := query.Model.Get("alignmentPeriod").MustString()
  149. if primaryAggregation == "" {
  150. primaryAggregation = "REDUCE_NONE"
  151. }
  152. if perSeriesAligner == "" {
  153. perSeriesAligner = "ALIGN_MEAN"
  154. }
  155. if alignmentPeriod == "grafana-auto" || alignmentPeriod == "" {
  156. alignmentPeriodValue := int(math.Max(float64(query.IntervalMs)/1000, 60.0))
  157. alignmentPeriod = "+" + strconv.Itoa(alignmentPeriodValue) + "s"
  158. }
  159. if alignmentPeriod == "stackdriver-auto" {
  160. alignmentPeriodValue := int(math.Max(float64(durationSeconds), 60.0))
  161. if alignmentPeriodValue < 60*60*23 {
  162. alignmentPeriod = "+60s"
  163. } else if alignmentPeriodValue < 60*60*24*6 {
  164. alignmentPeriod = "+300s"
  165. } else {
  166. alignmentPeriod = "+3600s"
  167. }
  168. }
  169. re := regexp.MustCompile("[0-9]+")
  170. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod), 10, 64)
  171. if err != nil || seconds > 3600 {
  172. alignmentPeriod = "+3600s"
  173. }
  174. params.Add("aggregation.crossSeriesReducer", primaryAggregation)
  175. params.Add("aggregation.perSeriesAligner", perSeriesAligner)
  176. params.Add("aggregation.alignmentPeriod", alignmentPeriod)
  177. groupBys := query.Model.Get("groupBys").MustArray()
  178. if len(groupBys) > 0 {
  179. for i := 0; i < len(groupBys); i++ {
  180. params.Add("aggregation.groupByFields", groupBys[i].(string))
  181. }
  182. }
  183. }
  184. func (e *StackdriverExecutor) executeQuery(ctx context.Context, query *StackdriverQuery, tsdbQuery *tsdb.TsdbQuery) (*tsdb.QueryResult, error) {
  185. queryResult := &tsdb.QueryResult{Meta: simplejson.New(), RefId: query.RefID}
  186. req, err := e.createRequest(ctx, e.dsInfo)
  187. if err != nil {
  188. queryResult.Error = err
  189. return queryResult, nil
  190. }
  191. req.URL.RawQuery = query.Params.Encode()
  192. queryResult.Meta.Set("rawQuery", req.URL.RawQuery)
  193. alignmentPeriod, ok := req.URL.Query()["aggregation.alignmentPeriod"]
  194. if ok {
  195. re := regexp.MustCompile("[0-9]+")
  196. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod[0]), 10, 64)
  197. if err == nil {
  198. queryResult.Meta.Set("alignmentPeriod", seconds)
  199. }
  200. }
  201. span, ctx := opentracing.StartSpanFromContext(ctx, "stackdriver query")
  202. span.SetTag("target", query.Target)
  203. span.SetTag("from", tsdbQuery.TimeRange.From)
  204. span.SetTag("until", tsdbQuery.TimeRange.To)
  205. span.SetTag("datasource_id", e.dsInfo.Id)
  206. span.SetTag("org_id", e.dsInfo.OrgId)
  207. defer span.Finish()
  208. opentracing.GlobalTracer().Inject(
  209. span.Context(),
  210. opentracing.HTTPHeaders,
  211. opentracing.HTTPHeadersCarrier(req.Header))
  212. res, err := ctxhttp.Do(ctx, e.httpClient, req)
  213. if err != nil {
  214. queryResult.Error = err
  215. return queryResult, nil
  216. }
  217. data, err := e.unmarshalResponse(res)
  218. if err != nil {
  219. queryResult.Error = err
  220. return queryResult, nil
  221. }
  222. err = e.parseResponse(queryResult, data, query)
  223. if err != nil {
  224. queryResult.Error = err
  225. return queryResult, nil
  226. }
  227. return queryResult, nil
  228. }
  229. func (e *StackdriverExecutor) unmarshalResponse(res *http.Response) (StackdriverResponse, error) {
  230. body, err := ioutil.ReadAll(res.Body)
  231. defer res.Body.Close()
  232. if err != nil {
  233. return StackdriverResponse{}, err
  234. }
  235. if res.StatusCode/100 != 2 {
  236. slog.Error("Request failed", "status", res.Status, "body", string(body))
  237. return StackdriverResponse{}, fmt.Errorf(string(body))
  238. }
  239. var data StackdriverResponse
  240. err = json.Unmarshal(body, &data)
  241. if err != nil {
  242. slog.Error("Failed to unmarshal Stackdriver response", "error", err, "status", res.Status, "body", string(body))
  243. return StackdriverResponse{}, err
  244. }
  245. return data, nil
  246. }
  247. func (e *StackdriverExecutor) parseResponse(queryRes *tsdb.QueryResult, data StackdriverResponse, query *StackdriverQuery) error {
  248. metricLabels := make(map[string][]string)
  249. resourceLabels := make(map[string][]string)
  250. for _, series := range data.TimeSeries {
  251. points := make([]tsdb.TimePoint, 0)
  252. // reverse the order to be ascending
  253. for i := len(series.Points) - 1; i >= 0; i-- {
  254. point := series.Points[i]
  255. points = append(points, tsdb.NewTimePoint(null.FloatFrom(point.Value.DoubleValue), float64((point.Interval.EndTime).Unix())*1000))
  256. }
  257. defaultMetricName := series.Metric.Type
  258. for key, value := range series.Metric.Labels {
  259. if !containsLabel(metricLabels[key], value) {
  260. metricLabels[key] = append(metricLabels[key], value)
  261. }
  262. if len(query.GroupBys) == 0 || containsLabel(query.GroupBys, "metric.label."+key) {
  263. defaultMetricName += " " + value
  264. }
  265. }
  266. for key, value := range series.Resource.Labels {
  267. if !containsLabel(resourceLabels[key], value) {
  268. resourceLabels[key] = append(resourceLabels[key], value)
  269. }
  270. if containsLabel(query.GroupBys, "resource.label."+key) {
  271. defaultMetricName += " " + value
  272. }
  273. }
  274. metricName := formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, query)
  275. queryRes.Series = append(queryRes.Series, &tsdb.TimeSeries{
  276. Name: metricName,
  277. Points: points,
  278. })
  279. }
  280. queryRes.Meta.Set("resourceLabels", resourceLabels)
  281. queryRes.Meta.Set("metricLabels", metricLabels)
  282. queryRes.Meta.Set("groupBys", query.GroupBys)
  283. return nil
  284. }
  285. func containsLabel(labels []string, newLabel string) bool {
  286. for _, val := range labels {
  287. if val == newLabel {
  288. return true
  289. }
  290. }
  291. return false
  292. }
  293. func formatLegendKeys(metricType string, defaultMetricName string, metricLabels map[string]string, resourceLabels map[string]string, query *StackdriverQuery) string {
  294. if query.AliasBy == "" {
  295. return defaultMetricName
  296. }
  297. result := legendKeyFormat.ReplaceAllFunc([]byte(query.AliasBy), func(in []byte) []byte {
  298. metaPartName := strings.Replace(string(in), "{{", "", 1)
  299. metaPartName = strings.Replace(metaPartName, "}}", "", 1)
  300. metaPartName = strings.TrimSpace(metaPartName)
  301. if metaPartName == "metric.type" {
  302. return []byte(metricType)
  303. }
  304. metricPart := replaceWithMetricPart(metaPartName, metricType)
  305. if metricPart != nil {
  306. return metricPart
  307. }
  308. metaPartName = strings.Replace(metaPartName, "metric.label.", "", 1)
  309. if val, exists := metricLabels[metaPartName]; exists {
  310. return []byte(val)
  311. }
  312. metaPartName = strings.Replace(metaPartName, "resource.label.", "", 1)
  313. if val, exists := resourceLabels[metaPartName]; exists {
  314. return []byte(val)
  315. }
  316. return in
  317. })
  318. return string(result)
  319. }
  320. func replaceWithMetricPart(metaPartName string, metricType string) []byte {
  321. // https://cloud.google.com/monitoring/api/v3/metrics-details#label_names
  322. longMatches := longMetricNameFormat.FindStringSubmatch(metricType)
  323. shortMatches := shortMetricNameFormat.FindStringSubmatch(metricType)
  324. if metaPartName == "metric.name" {
  325. if len(longMatches) > 0 {
  326. return []byte(longMatches[3])
  327. } else if len(shortMatches) > 0 {
  328. return []byte(shortMatches[2])
  329. }
  330. }
  331. if metaPartName == "metric.category" {
  332. if len(longMatches) > 0 {
  333. return []byte(longMatches[2])
  334. }
  335. }
  336. if metaPartName == "metric.service" {
  337. if len(longMatches) > 0 {
  338. return []byte(longMatches[1])
  339. } else if len(shortMatches) > 0 {
  340. return []byte(shortMatches[1])
  341. }
  342. }
  343. return nil
  344. }
  345. func (e *StackdriverExecutor) createRequest(ctx context.Context, dsInfo *models.DataSource) (*http.Request, error) {
  346. u, _ := url.Parse(dsInfo.Url)
  347. u.Path = path.Join(u.Path, "render")
  348. req, err := http.NewRequest(http.MethodGet, "https://monitoring.googleapis.com/", nil)
  349. if err != nil {
  350. slog.Info("Failed to create request", "error", err)
  351. return nil, fmt.Errorf("Failed to create request. error: %v", err)
  352. }
  353. req.Header.Set("Content-Type", "application/json")
  354. req.Header.Set("User-Agent", fmt.Sprintf("Grafana/%s", setting.BuildVersion))
  355. // find plugin
  356. plugin, ok := plugins.DataSources[dsInfo.Type]
  357. if !ok {
  358. return nil, errors.New("Unable to find datasource plugin Stackdriver")
  359. }
  360. projectName := dsInfo.JsonData.Get("defaultProject").MustString()
  361. proxyPass := fmt.Sprintf("stackdriver%s", "v3/projects/"+projectName+"/timeSeries")
  362. var stackdriverRoute *plugins.AppPluginRoute
  363. for _, route := range plugin.Routes {
  364. if route.Path == "stackdriver" {
  365. stackdriverRoute = route
  366. break
  367. }
  368. }
  369. pluginproxy.ApplyRoute(ctx, req, proxyPass, stackdriverRoute, dsInfo)
  370. return req, nil
  371. }