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