stackdriver.go 18 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. "github.com/grafana/grafana/pkg/cmd/grafana-cli/logger"
  17. "golang.org/x/net/context/ctxhttp"
  18. "golang.org/x/oauth2/google"
  19. "github.com/grafana/grafana/pkg/api/pluginproxy"
  20. "github.com/grafana/grafana/pkg/components/null"
  21. "github.com/grafana/grafana/pkg/components/simplejson"
  22. "github.com/grafana/grafana/pkg/log"
  23. "github.com/grafana/grafana/pkg/models"
  24. "github.com/grafana/grafana/pkg/plugins"
  25. "github.com/grafana/grafana/pkg/setting"
  26. "github.com/grafana/grafana/pkg/tsdb"
  27. "github.com/opentracing/opentracing-go"
  28. )
  29. var (
  30. slog log.Logger
  31. legendKeyFormat *regexp.Regexp
  32. metricNameFormat *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. metricNameFormat = 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 "metricDescriptors":
  67. result, err = e.executeMetricDescriptors(ctx, tsdbQuery)
  68. case "timeSeriesQuery":
  69. fallthrough
  70. default:
  71. result, err = e.executeTimeSeriesQuery(ctx, tsdbQuery)
  72. }
  73. return result, err
  74. }
  75. func (e *StackdriverExecutor) executeTimeSeriesQuery(ctx context.Context, tsdbQuery *tsdb.TsdbQuery) (*tsdb.Response, error) {
  76. result := &tsdb.Response{
  77. Results: make(map[string]*tsdb.QueryResult),
  78. }
  79. queries, err := e.buildQueries(tsdbQuery)
  80. if err != nil {
  81. return nil, err
  82. }
  83. for _, query := range queries {
  84. queryRes, resp, err := e.executeQuery(ctx, query, tsdbQuery)
  85. if err != nil {
  86. return nil, err
  87. }
  88. err = e.parseResponse(queryRes, resp, query)
  89. if err != nil {
  90. queryRes.Error = err
  91. }
  92. result.Results[query.RefID] = queryRes
  93. }
  94. return result, nil
  95. }
  96. func (e *StackdriverExecutor) buildQueries(tsdbQuery *tsdb.TsdbQuery) ([]*StackdriverQuery, error) {
  97. stackdriverQueries := []*StackdriverQuery{}
  98. startTime, err := tsdbQuery.TimeRange.ParseFrom()
  99. if err != nil {
  100. return nil, err
  101. }
  102. endTime, err := tsdbQuery.TimeRange.ParseTo()
  103. if err != nil {
  104. return nil, err
  105. }
  106. durationSeconds := int(endTime.Sub(startTime).Seconds())
  107. for _, query := range tsdbQuery.Queries {
  108. var target string
  109. metricType := query.Model.Get("metricType").MustString()
  110. filterParts := query.Model.Get("filters").MustArray()
  111. params := url.Values{}
  112. params.Add("interval.startTime", startTime.UTC().Format(time.RFC3339))
  113. params.Add("interval.endTime", endTime.UTC().Format(time.RFC3339))
  114. params.Add("filter", buildFilterString(metricType, filterParts))
  115. params.Add("view", query.Model.Get("view").MustString("FULL"))
  116. setAggParams(&params, query, durationSeconds)
  117. target = params.Encode()
  118. if setting.Env == setting.DEV {
  119. slog.Debug("Stackdriver request", "params", params)
  120. }
  121. groupBys := query.Model.Get("groupBys").MustArray()
  122. groupBysAsStrings := make([]string, 0)
  123. for _, groupBy := range groupBys {
  124. groupBysAsStrings = append(groupBysAsStrings, groupBy.(string))
  125. }
  126. aliasBy := query.Model.Get("aliasBy").MustString()
  127. stackdriverQueries = append(stackdriverQueries, &StackdriverQuery{
  128. Target: target,
  129. Params: params,
  130. RefID: query.RefId,
  131. GroupBys: groupBysAsStrings,
  132. AliasBy: aliasBy,
  133. })
  134. }
  135. return stackdriverQueries, nil
  136. }
  137. func reverse(s string) string {
  138. chars := []rune(s)
  139. for i, j := 0, len(chars)-1; i < j; i, j = i+1, j-1 {
  140. chars[i], chars[j] = chars[j], chars[i]
  141. }
  142. return string(chars)
  143. }
  144. func interpolateFilterWildcards(value string) string {
  145. re := regexp.MustCompile("[*]")
  146. matches := len(re.FindAllStringIndex(value, -1))
  147. if matches == 2 && strings.HasSuffix(value, "*") && strings.HasPrefix(value, "*") {
  148. value = strings.Replace(value, "*", "", -1)
  149. value = fmt.Sprintf(`has_substring("%s")`, value)
  150. } else if matches == 1 && strings.HasPrefix(value, "*") {
  151. value = strings.Replace(value, "*", "", 1)
  152. value = fmt.Sprintf(`ends_with("%s")`, value)
  153. } else if matches == 1 && strings.HasSuffix(value, "*") {
  154. value = reverse(strings.Replace(reverse(value), "*", "", 1))
  155. value = fmt.Sprintf(`starts_with("%s")`, value)
  156. } else if matches != 0 {
  157. re := regexp.MustCompile(`[-\/^$+?.()|[\]{}]`)
  158. value = string(re.ReplaceAllFunc([]byte(value), func(in []byte) []byte {
  159. return []byte(strings.Replace(string(in), string(in), `\\`+string(in), 1))
  160. }))
  161. value = strings.Replace(value, "*", ".*", -1)
  162. value = strings.Replace(value, `"`, `\\"`, -1)
  163. value = fmt.Sprintf(`monitoring.regex.full_match("^%s$")`, value)
  164. }
  165. return value
  166. }
  167. func buildFilterString(metricType string, filterParts []interface{}) string {
  168. filterString := ""
  169. for i, part := range filterParts {
  170. mod := i % 4
  171. if part == "AND" {
  172. filterString += " "
  173. } else if mod == 2 {
  174. operator := filterParts[i-1]
  175. if operator == "=~" || operator == "!=~" {
  176. filterString = reverse(strings.Replace(reverse(filterString), "~", "", 1))
  177. filterString += fmt.Sprintf(`monitoring.regex.full_match("%s")`, part)
  178. } else if strings.Contains(part.(string), "*") {
  179. filterString += interpolateFilterWildcards(part.(string))
  180. } else {
  181. filterString += fmt.Sprintf(`"%s"`, part)
  182. }
  183. } else {
  184. filterString += part.(string)
  185. }
  186. }
  187. return strings.Trim(fmt.Sprintf(`metric.type="%s" %s`, metricType, filterString), " ")
  188. }
  189. func setAggParams(params *url.Values, query *tsdb.Query, durationSeconds int) {
  190. primaryAggregation := query.Model.Get("primaryAggregation").MustString()
  191. perSeriesAligner := query.Model.Get("perSeriesAligner").MustString()
  192. alignmentPeriod := query.Model.Get("alignmentPeriod").MustString()
  193. if primaryAggregation == "" {
  194. primaryAggregation = "REDUCE_NONE"
  195. }
  196. if perSeriesAligner == "" {
  197. perSeriesAligner = "ALIGN_MEAN"
  198. }
  199. if alignmentPeriod == "grafana-auto" || alignmentPeriod == "" {
  200. alignmentPeriodValue := int(math.Max(float64(query.IntervalMs)/1000, 60.0))
  201. alignmentPeriod = "+" + strconv.Itoa(alignmentPeriodValue) + "s"
  202. }
  203. if alignmentPeriod == "stackdriver-auto" {
  204. alignmentPeriodValue := int(math.Max(float64(durationSeconds), 60.0))
  205. if alignmentPeriodValue < 60*60*23 {
  206. alignmentPeriod = "+60s"
  207. } else if alignmentPeriodValue < 60*60*24*6 {
  208. alignmentPeriod = "+300s"
  209. } else {
  210. alignmentPeriod = "+3600s"
  211. }
  212. }
  213. re := regexp.MustCompile("[0-9]+")
  214. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod), 10, 64)
  215. if err != nil || seconds > 3600 {
  216. alignmentPeriod = "+3600s"
  217. }
  218. params.Add("aggregation.crossSeriesReducer", primaryAggregation)
  219. params.Add("aggregation.perSeriesAligner", perSeriesAligner)
  220. params.Add("aggregation.alignmentPeriod", alignmentPeriod)
  221. groupBys := query.Model.Get("groupBys").MustArray()
  222. if len(groupBys) > 0 {
  223. for i := 0; i < len(groupBys); i++ {
  224. params.Add("aggregation.groupByFields", groupBys[i].(string))
  225. }
  226. }
  227. }
  228. func (e *StackdriverExecutor) executeQuery(ctx context.Context, query *StackdriverQuery, tsdbQuery *tsdb.TsdbQuery) (*tsdb.QueryResult, StackdriverResponse, error) {
  229. queryResult := &tsdb.QueryResult{Meta: simplejson.New(), RefId: query.RefID}
  230. req, err := e.createRequest(ctx, e.dsInfo, "timeSeries")
  231. if err != nil {
  232. queryResult.Error = err
  233. return queryResult, StackdriverResponse{}, nil
  234. }
  235. req.URL.RawQuery = query.Params.Encode()
  236. queryResult.Meta.Set("rawQuery", req.URL.RawQuery)
  237. alignmentPeriod, ok := req.URL.Query()["aggregation.alignmentPeriod"]
  238. if ok {
  239. re := regexp.MustCompile("[0-9]+")
  240. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod[0]), 10, 64)
  241. if err == nil {
  242. queryResult.Meta.Set("alignmentPeriod", seconds)
  243. }
  244. }
  245. span, ctx := opentracing.StartSpanFromContext(ctx, "stackdriver query")
  246. span.SetTag("target", query.Target)
  247. span.SetTag("from", tsdbQuery.TimeRange.From)
  248. span.SetTag("until", tsdbQuery.TimeRange.To)
  249. span.SetTag("datasource_id", e.dsInfo.Id)
  250. span.SetTag("org_id", e.dsInfo.OrgId)
  251. defer span.Finish()
  252. opentracing.GlobalTracer().Inject(
  253. span.Context(),
  254. opentracing.HTTPHeaders,
  255. opentracing.HTTPHeadersCarrier(req.Header))
  256. res, err := ctxhttp.Do(ctx, e.httpClient, req)
  257. if err != nil {
  258. queryResult.Error = err
  259. return queryResult, StackdriverResponse{}, nil
  260. }
  261. data, err := e.unmarshalResponse(res)
  262. if err != nil {
  263. queryResult.Error = err
  264. return queryResult, StackdriverResponse{}, nil
  265. }
  266. return queryResult, data, nil
  267. }
  268. func (e *StackdriverExecutor) unmarshalResponse(res *http.Response) (StackdriverResponse, error) {
  269. body, err := ioutil.ReadAll(res.Body)
  270. defer res.Body.Close()
  271. if err != nil {
  272. return StackdriverResponse{}, err
  273. }
  274. if res.StatusCode/100 != 2 {
  275. slog.Error("Request failed", "status", res.Status, "body", string(body))
  276. return StackdriverResponse{}, fmt.Errorf(string(body))
  277. }
  278. var data StackdriverResponse
  279. err = json.Unmarshal(body, &data)
  280. if err != nil {
  281. slog.Error("Failed to unmarshal Stackdriver response", "error", err, "status", res.Status, "body", string(body))
  282. return StackdriverResponse{}, err
  283. }
  284. return data, nil
  285. }
  286. func (e *StackdriverExecutor) parseResponse(queryRes *tsdb.QueryResult, data StackdriverResponse, query *StackdriverQuery) error {
  287. metricLabels := make(map[string][]string)
  288. resourceLabels := make(map[string][]string)
  289. for _, series := range data.TimeSeries {
  290. points := make([]tsdb.TimePoint, 0)
  291. defaultMetricName := series.Metric.Type
  292. for key, value := range series.Metric.Labels {
  293. if !containsLabel(metricLabels[key], value) {
  294. metricLabels[key] = append(metricLabels[key], value)
  295. }
  296. if len(query.GroupBys) == 0 || containsLabel(query.GroupBys, "metric.label."+key) {
  297. defaultMetricName += " " + value
  298. }
  299. }
  300. for key, value := range series.Resource.Labels {
  301. if !containsLabel(resourceLabels[key], value) {
  302. resourceLabels[key] = append(resourceLabels[key], value)
  303. }
  304. if containsLabel(query.GroupBys, "resource.label."+key) {
  305. defaultMetricName += " " + value
  306. }
  307. }
  308. // reverse the order to be ascending
  309. if series.ValueType != "DISTRIBUTION" {
  310. for i := len(series.Points) - 1; i >= 0; i-- {
  311. point := series.Points[i]
  312. value := point.Value.DoubleValue
  313. if series.ValueType == "INT64" {
  314. parsedValue, err := strconv.ParseFloat(point.Value.IntValue, 64)
  315. if err == nil {
  316. value = parsedValue
  317. }
  318. }
  319. if series.ValueType == "BOOL" {
  320. if point.Value.BoolValue {
  321. value = 1
  322. } else {
  323. value = 0
  324. }
  325. }
  326. points = append(points, tsdb.NewTimePoint(null.FloatFrom(value), float64((point.Interval.EndTime).Unix())*1000))
  327. }
  328. metricName := formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, make(map[string]string), query)
  329. queryRes.Series = append(queryRes.Series, &tsdb.TimeSeries{
  330. Name: metricName,
  331. Points: points,
  332. })
  333. } else {
  334. buckets := make(map[int]*tsdb.TimeSeries)
  335. for i := len(series.Points) - 1; i >= 0; i-- {
  336. point := series.Points[i]
  337. if len(point.Value.DistributionValue.BucketCounts) == 0 {
  338. continue
  339. }
  340. maxKey := 0
  341. for i := 0; i < len(point.Value.DistributionValue.BucketCounts); i++ {
  342. value, err := strconv.ParseFloat(point.Value.DistributionValue.BucketCounts[i], 64)
  343. if err != nil {
  344. continue
  345. }
  346. if _, ok := buckets[i]; !ok {
  347. // set lower bounds
  348. // https://cloud.google.com/monitoring/api/ref_v3/rest/v3/TimeSeries#Distribution
  349. bucketBound := calcBucketBound(point.Value.DistributionValue.BucketOptions, i)
  350. additionalLabels := map[string]string{"bucket": bucketBound}
  351. buckets[i] = &tsdb.TimeSeries{
  352. Name: formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, additionalLabels, query),
  353. Points: make([]tsdb.TimePoint, 0),
  354. }
  355. if maxKey < i {
  356. maxKey = i
  357. }
  358. }
  359. buckets[i].Points = append(buckets[i].Points, tsdb.NewTimePoint(null.FloatFrom(value), float64((point.Interval.EndTime).Unix())*1000))
  360. }
  361. // fill empty bucket
  362. for i := 0; i < maxKey; i++ {
  363. if _, ok := buckets[i]; !ok {
  364. bucketBound := calcBucketBound(point.Value.DistributionValue.BucketOptions, i)
  365. additionalLabels := map[string]string{"bucket": bucketBound}
  366. buckets[i] = &tsdb.TimeSeries{
  367. Name: formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, additionalLabels, query),
  368. Points: make([]tsdb.TimePoint, 0),
  369. }
  370. }
  371. }
  372. }
  373. for i := 0; i < len(buckets); i++ {
  374. queryRes.Series = append(queryRes.Series, buckets[i])
  375. }
  376. }
  377. }
  378. queryRes.Meta.Set("resourceLabels", resourceLabels)
  379. queryRes.Meta.Set("metricLabels", metricLabels)
  380. queryRes.Meta.Set("groupBys", query.GroupBys)
  381. return nil
  382. }
  383. func containsLabel(labels []string, newLabel string) bool {
  384. for _, val := range labels {
  385. if val == newLabel {
  386. return true
  387. }
  388. }
  389. return false
  390. }
  391. func formatLegendKeys(metricType string, defaultMetricName string, metricLabels map[string]string, resourceLabels map[string]string, additionalLabels map[string]string, query *StackdriverQuery) string {
  392. if query.AliasBy == "" {
  393. return defaultMetricName
  394. }
  395. result := legendKeyFormat.ReplaceAllFunc([]byte(query.AliasBy), func(in []byte) []byte {
  396. metaPartName := strings.Replace(string(in), "{{", "", 1)
  397. metaPartName = strings.Replace(metaPartName, "}}", "", 1)
  398. metaPartName = strings.TrimSpace(metaPartName)
  399. if metaPartName == "metric.type" {
  400. return []byte(metricType)
  401. }
  402. metricPart := replaceWithMetricPart(metaPartName, metricType)
  403. if metricPart != nil {
  404. return metricPart
  405. }
  406. metaPartName = strings.Replace(metaPartName, "metric.label.", "", 1)
  407. if val, exists := metricLabels[metaPartName]; exists {
  408. return []byte(val)
  409. }
  410. metaPartName = strings.Replace(metaPartName, "resource.label.", "", 1)
  411. if val, exists := resourceLabels[metaPartName]; exists {
  412. return []byte(val)
  413. }
  414. if val, exists := additionalLabels[metaPartName]; exists {
  415. return []byte(val)
  416. }
  417. return in
  418. })
  419. return string(result)
  420. }
  421. func replaceWithMetricPart(metaPartName string, metricType string) []byte {
  422. // https://cloud.google.com/monitoring/api/v3/metrics-details#label_names
  423. shortMatches := metricNameFormat.FindStringSubmatch(metricType)
  424. if metaPartName == "metric.name" {
  425. if len(shortMatches) > 0 {
  426. return []byte(shortMatches[2])
  427. }
  428. }
  429. if metaPartName == "metric.service" {
  430. if len(shortMatches) > 0 {
  431. return []byte(shortMatches[1])
  432. }
  433. }
  434. return nil
  435. }
  436. func getProjectName(ctx context.Context, dsInfo *models.DataSource, route *plugins.AppPluginRoute) (string, error) {
  437. var projectName string
  438. gceAutomaticAuthentication := dsInfo.JsonData.Get("gceAutomaticAuthentication").MustBool()
  439. logger.Info("gceAutomaticAuthentication", "gceAutomaticAuthentication", gceAutomaticAuthentication)
  440. if gceAutomaticAuthentication {
  441. defaultCredentials, err := google.FindDefaultCredentials(ctx, route.JwtTokenAuth.Scopes...)
  442. if err != nil {
  443. // return "", err
  444. projectName = "raintank-dev"
  445. } else {
  446. projectName = defaultCredentials.ProjectID
  447. }
  448. } else {
  449. projectName = dsInfo.JsonData.Get("defaultProject").MustString()
  450. }
  451. logger.Info("projectName", "projectName", projectName)
  452. return projectName, nil
  453. }
  454. func calcBucketBound(bucketOptions StackdriverBucketOptions, n int) string {
  455. bucketBound := "0"
  456. if n == 0 {
  457. return bucketBound
  458. }
  459. if bucketOptions.LinearBuckets != nil {
  460. bucketBound = strconv.FormatInt(bucketOptions.LinearBuckets.Offset+(bucketOptions.LinearBuckets.Width*int64(n-1)), 10)
  461. } else if bucketOptions.ExponentialBuckets != nil {
  462. bucketBound = strconv.FormatInt(int64(bucketOptions.ExponentialBuckets.Scale*math.Pow(bucketOptions.ExponentialBuckets.GrowthFactor, float64(n-1))), 10)
  463. } else if bucketOptions.ExplicitBuckets != nil {
  464. bucketBound = strconv.FormatInt(bucketOptions.ExplicitBuckets.Bounds[(n-1)], 10)
  465. }
  466. return bucketBound
  467. }
  468. func (e *StackdriverExecutor) createRequest(ctx context.Context, dsInfo *models.DataSource, endpointName string)) (*http.Request, error) {
  469. u, _ := url.Parse(dsInfo.Url)
  470. u.Path = path.Join(u.Path, "render")
  471. req, err := http.NewRequest(http.MethodGet, "https://monitoring.googleapis.com/", nil)
  472. if err != nil {
  473. slog.Error("Failed to create request", "error", err)
  474. return nil, fmt.Errorf("Failed to create request. error: %v", err)
  475. }
  476. req.Header.Set("Content-Type", "application/json")
  477. req.Header.Set("User-Agent", fmt.Sprintf("Grafana/%s", setting.BuildVersion))
  478. // find plugin
  479. plugin, ok := plugins.DataSources[dsInfo.Type]
  480. if !ok {
  481. return nil, errors.New("Unable to find datasource plugin Stackdriver")
  482. }
  483. var stackdriverRoute *plugins.AppPluginRoute
  484. for _, route := range plugin.Routes {
  485. if route.Path == "stackdriver" {
  486. stackdriverRoute = route
  487. break
  488. }
  489. }
  490. // projectName := dsInfo.JsonData.Get("defaultProject").MustString()
  491. // logger.Info("projectName", "projectName", projectName)
  492. projectName, err := getProjectName(ctx, dsInfo, stackdriverRoute)
  493. if err != nil {
  494. return nil, err
  495. }
  496. proxyPass := fmt.Sprintf("stackdriver%s", "v3/projects/"+projectName+"/"+endpointName)
  497. pluginproxy.ApplyRoute(ctx, req, proxyPass, stackdriverRoute, dsInfo)
  498. return req, nil
  499. }