stackdriver.go 14 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. "github.com/grafana/grafana/pkg/api/pluginproxy"
  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. metricNameFormat *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. metricNameFormat = regexp.MustCompile(`([\w\d_]+)\.googleapis\.com/(.+)`)
  54. }
  55. // Query takes in the frontend queries, parses them into the Stackdriver query format
  56. // executes the queries against the Stackdriver API and parses the response into
  57. // the time series or table format
  58. func (e *StackdriverExecutor) Query(ctx context.Context, dsInfo *models.DataSource, tsdbQuery *tsdb.TsdbQuery) (*tsdb.Response, error) {
  59. var result *tsdb.Response
  60. var err error
  61. queryType := tsdbQuery.Queries[0].Model.Get("type").MustString("")
  62. switch queryType {
  63. case "annotationQuery":
  64. result, err = e.executeAnnotationQuery(ctx, tsdbQuery)
  65. case "timeSeriesQuery":
  66. fallthrough
  67. default:
  68. result, err = e.executeTimeSeriesQuery(ctx, tsdbQuery)
  69. }
  70. return result, err
  71. }
  72. func (e *StackdriverExecutor) executeTimeSeriesQuery(ctx context.Context, tsdbQuery *tsdb.TsdbQuery) (*tsdb.Response, error) {
  73. result := &tsdb.Response{
  74. Results: make(map[string]*tsdb.QueryResult),
  75. }
  76. queries, err := e.buildQueries(tsdbQuery)
  77. if err != nil {
  78. return nil, err
  79. }
  80. for _, query := range queries {
  81. queryRes, resp, err := e.executeQuery(ctx, query, tsdbQuery)
  82. if err != nil {
  83. return nil, err
  84. }
  85. err = e.parseResponse(queryRes, resp, query)
  86. if err != nil {
  87. queryRes.Error = err
  88. }
  89. result.Results[query.RefID] = queryRes
  90. }
  91. return result, nil
  92. }
  93. func (e *StackdriverExecutor) buildQueries(tsdbQuery *tsdb.TsdbQuery) ([]*StackdriverQuery, error) {
  94. stackdriverQueries := []*StackdriverQuery{}
  95. startTime, err := tsdbQuery.TimeRange.ParseFrom()
  96. if err != nil {
  97. return nil, err
  98. }
  99. endTime, err := tsdbQuery.TimeRange.ParseTo()
  100. if err != nil {
  101. return nil, err
  102. }
  103. durationSeconds := int(endTime.Sub(startTime).Seconds())
  104. for _, query := range tsdbQuery.Queries {
  105. var target string
  106. metricType := query.Model.Get("metricType").MustString()
  107. filterParts := query.Model.Get("filters").MustArray()
  108. params := url.Values{}
  109. params.Add("interval.startTime", startTime.UTC().Format(time.RFC3339))
  110. params.Add("interval.endTime", endTime.UTC().Format(time.RFC3339))
  111. params.Add("filter", buildFilterString(metricType, filterParts))
  112. params.Add("view", query.Model.Get("view").MustString("FULL"))
  113. setAggParams(&params, query, durationSeconds)
  114. target = params.Encode()
  115. if setting.Env == setting.DEV {
  116. slog.Debug("Stackdriver request", "params", params)
  117. }
  118. groupBys := query.Model.Get("groupBys").MustArray()
  119. groupBysAsStrings := make([]string, 0)
  120. for _, groupBy := range groupBys {
  121. groupBysAsStrings = append(groupBysAsStrings, groupBy.(string))
  122. }
  123. aliasBy := query.Model.Get("aliasBy").MustString()
  124. stackdriverQueries = append(stackdriverQueries, &StackdriverQuery{
  125. Target: target,
  126. Params: params,
  127. RefID: query.RefId,
  128. GroupBys: groupBysAsStrings,
  129. AliasBy: aliasBy,
  130. })
  131. }
  132. return stackdriverQueries, nil
  133. }
  134. func reverse(s string) string {
  135. chars := []rune(s)
  136. for i, j := 0, len(chars)-1; i < j; i, j = i+1, j-1 {
  137. chars[i], chars[j] = chars[j], chars[i]
  138. }
  139. return string(chars)
  140. }
  141. func interpolateFilterWildcards(value string) string {
  142. if strings.HasSuffix(value, "*") && strings.HasPrefix(value, "*") {
  143. value = strings.Replace(value, "*", "", 1)
  144. value = fmt.Sprintf(`has_substring("%s")`, value)
  145. } else if strings.HasPrefix(value, "*") {
  146. value = strings.Replace(value, "*", "", 1)
  147. value = fmt.Sprintf(`ends_with("%s")`, value)
  148. } else if strings.HasSuffix(value, "*") {
  149. value = reverse(strings.Replace(reverse(value), "*", "", 1))
  150. value = fmt.Sprintf(`starts_with("%s")`, value)
  151. } else if strings.Contains(value, "*") {
  152. re := regexp.MustCompile(`[-\/^$+?.()|[\]{}]`)
  153. value = string(re.ReplaceAllFunc([]byte(value), func(in []byte) []byte {
  154. return []byte(strings.Replace(string(in), string(in), `\\`+string(in), 1))
  155. }))
  156. value = strings.Replace(value, "*", ".*", -1)
  157. value = strings.Replace(value, `"`, `\\"`, -1)
  158. value = fmt.Sprintf(`monitoring.regex.full_match("^%s$")`, value)
  159. }
  160. logger.Info("filter", "filter", value)
  161. return value
  162. }
  163. func buildFilterString(metricType string, filterParts []interface{}) string {
  164. filterString := ""
  165. for i, part := range filterParts {
  166. mod := i % 4
  167. if part == "AND" {
  168. filterString += " "
  169. } else if mod == 2 {
  170. if strings.Contains(part.(string), "*") {
  171. filterString += interpolateFilterWildcards(part.(string))
  172. } else {
  173. filterString += fmt.Sprintf(`"%s"`, part)
  174. }
  175. } else {
  176. filterString += part.(string)
  177. }
  178. }
  179. return strings.Trim(fmt.Sprintf(`metric.type="%s" %s`, metricType, filterString), " ")
  180. }
  181. func setAggParams(params *url.Values, query *tsdb.Query, durationSeconds int) {
  182. primaryAggregation := query.Model.Get("primaryAggregation").MustString()
  183. perSeriesAligner := query.Model.Get("perSeriesAligner").MustString()
  184. alignmentPeriod := query.Model.Get("alignmentPeriod").MustString()
  185. if primaryAggregation == "" {
  186. primaryAggregation = "REDUCE_NONE"
  187. }
  188. if perSeriesAligner == "" {
  189. perSeriesAligner = "ALIGN_MEAN"
  190. }
  191. if alignmentPeriod == "grafana-auto" || alignmentPeriod == "" {
  192. alignmentPeriodValue := int(math.Max(float64(query.IntervalMs)/1000, 60.0))
  193. alignmentPeriod = "+" + strconv.Itoa(alignmentPeriodValue) + "s"
  194. }
  195. if alignmentPeriod == "stackdriver-auto" {
  196. alignmentPeriodValue := int(math.Max(float64(durationSeconds), 60.0))
  197. if alignmentPeriodValue < 60*60*23 {
  198. alignmentPeriod = "+60s"
  199. } else if alignmentPeriodValue < 60*60*24*6 {
  200. alignmentPeriod = "+300s"
  201. } else {
  202. alignmentPeriod = "+3600s"
  203. }
  204. }
  205. re := regexp.MustCompile("[0-9]+")
  206. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod), 10, 64)
  207. if err != nil || seconds > 3600 {
  208. alignmentPeriod = "+3600s"
  209. }
  210. params.Add("aggregation.crossSeriesReducer", primaryAggregation)
  211. params.Add("aggregation.perSeriesAligner", perSeriesAligner)
  212. params.Add("aggregation.alignmentPeriod", alignmentPeriod)
  213. groupBys := query.Model.Get("groupBys").MustArray()
  214. if len(groupBys) > 0 {
  215. for i := 0; i < len(groupBys); i++ {
  216. params.Add("aggregation.groupByFields", groupBys[i].(string))
  217. }
  218. }
  219. }
  220. func (e *StackdriverExecutor) executeQuery(ctx context.Context, query *StackdriverQuery, tsdbQuery *tsdb.TsdbQuery) (*tsdb.QueryResult, StackdriverResponse, error) {
  221. queryResult := &tsdb.QueryResult{Meta: simplejson.New(), RefId: query.RefID}
  222. req, err := e.createRequest(ctx, e.dsInfo)
  223. if err != nil {
  224. queryResult.Error = err
  225. return queryResult, StackdriverResponse{}, nil
  226. }
  227. req.URL.RawQuery = query.Params.Encode()
  228. logger.Info("req.URL.RawQuery", "req.URL.RawQuery", req.URL.RawQuery)
  229. queryResult.Meta.Set("rawQuery", req.URL.RawQuery)
  230. alignmentPeriod, ok := req.URL.Query()["aggregation.alignmentPeriod"]
  231. if ok {
  232. re := regexp.MustCompile("[0-9]+")
  233. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod[0]), 10, 64)
  234. if err == nil {
  235. queryResult.Meta.Set("alignmentPeriod", seconds)
  236. }
  237. }
  238. span, ctx := opentracing.StartSpanFromContext(ctx, "stackdriver query")
  239. span.SetTag("target", query.Target)
  240. span.SetTag("from", tsdbQuery.TimeRange.From)
  241. span.SetTag("until", tsdbQuery.TimeRange.To)
  242. span.SetTag("datasource_id", e.dsInfo.Id)
  243. span.SetTag("org_id", e.dsInfo.OrgId)
  244. defer span.Finish()
  245. opentracing.GlobalTracer().Inject(
  246. span.Context(),
  247. opentracing.HTTPHeaders,
  248. opentracing.HTTPHeadersCarrier(req.Header))
  249. res, err := ctxhttp.Do(ctx, e.httpClient, req)
  250. if err != nil {
  251. queryResult.Error = err
  252. return queryResult, StackdriverResponse{}, nil
  253. }
  254. data, err := e.unmarshalResponse(res)
  255. if err != nil {
  256. queryResult.Error = err
  257. return queryResult, StackdriverResponse{}, nil
  258. }
  259. return queryResult, data, nil
  260. }
  261. func (e *StackdriverExecutor) unmarshalResponse(res *http.Response) (StackdriverResponse, error) {
  262. body, err := ioutil.ReadAll(res.Body)
  263. defer res.Body.Close()
  264. if err != nil {
  265. return StackdriverResponse{}, err
  266. }
  267. if res.StatusCode/100 != 2 {
  268. slog.Error("Request failed", "status", res.Status, "body", string(body))
  269. return StackdriverResponse{}, fmt.Errorf(string(body))
  270. }
  271. var data StackdriverResponse
  272. err = json.Unmarshal(body, &data)
  273. if err != nil {
  274. slog.Error("Failed to unmarshal Stackdriver response", "error", err, "status", res.Status, "body", string(body))
  275. return StackdriverResponse{}, err
  276. }
  277. return data, nil
  278. }
  279. func (e *StackdriverExecutor) parseResponse(queryRes *tsdb.QueryResult, data StackdriverResponse, query *StackdriverQuery) error {
  280. metricLabels := make(map[string][]string)
  281. resourceLabels := make(map[string][]string)
  282. for _, series := range data.TimeSeries {
  283. points := make([]tsdb.TimePoint, 0)
  284. // reverse the order to be ascending
  285. for i := len(series.Points) - 1; i >= 0; i-- {
  286. point := series.Points[i]
  287. value := point.Value.DoubleValue
  288. if series.ValueType == "INT64" {
  289. parsedValue, err := strconv.ParseFloat(point.Value.IntValue, 64)
  290. if err == nil {
  291. value = parsedValue
  292. }
  293. }
  294. if series.ValueType == "BOOL" {
  295. if point.Value.BoolValue {
  296. value = 1
  297. } else {
  298. value = 0
  299. }
  300. }
  301. points = append(points, tsdb.NewTimePoint(null.FloatFrom(value), float64((point.Interval.EndTime).Unix())*1000))
  302. }
  303. defaultMetricName := series.Metric.Type
  304. for key, value := range series.Metric.Labels {
  305. if !containsLabel(metricLabels[key], value) {
  306. metricLabels[key] = append(metricLabels[key], value)
  307. }
  308. if len(query.GroupBys) == 0 || containsLabel(query.GroupBys, "metric.label."+key) {
  309. defaultMetricName += " " + value
  310. }
  311. }
  312. for key, value := range series.Resource.Labels {
  313. if !containsLabel(resourceLabels[key], value) {
  314. resourceLabels[key] = append(resourceLabels[key], value)
  315. }
  316. if containsLabel(query.GroupBys, "resource.label."+key) {
  317. defaultMetricName += " " + value
  318. }
  319. }
  320. metricName := formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, query)
  321. queryRes.Series = append(queryRes.Series, &tsdb.TimeSeries{
  322. Name: metricName,
  323. Points: points,
  324. })
  325. }
  326. queryRes.Meta.Set("resourceLabels", resourceLabels)
  327. queryRes.Meta.Set("metricLabels", metricLabels)
  328. queryRes.Meta.Set("groupBys", query.GroupBys)
  329. return nil
  330. }
  331. func containsLabel(labels []string, newLabel string) bool {
  332. for _, val := range labels {
  333. if val == newLabel {
  334. return true
  335. }
  336. }
  337. return false
  338. }
  339. func formatLegendKeys(metricType string, defaultMetricName string, metricLabels map[string]string, resourceLabels map[string]string, query *StackdriverQuery) string {
  340. if query.AliasBy == "" {
  341. return defaultMetricName
  342. }
  343. result := legendKeyFormat.ReplaceAllFunc([]byte(query.AliasBy), func(in []byte) []byte {
  344. metaPartName := strings.Replace(string(in), "{{", "", 1)
  345. metaPartName = strings.Replace(metaPartName, "}}", "", 1)
  346. metaPartName = strings.TrimSpace(metaPartName)
  347. if metaPartName == "metric.type" {
  348. return []byte(metricType)
  349. }
  350. metricPart := replaceWithMetricPart(metaPartName, metricType)
  351. if metricPart != nil {
  352. return metricPart
  353. }
  354. metaPartName = strings.Replace(metaPartName, "metric.label.", "", 1)
  355. if val, exists := metricLabels[metaPartName]; exists {
  356. return []byte(val)
  357. }
  358. metaPartName = strings.Replace(metaPartName, "resource.label.", "", 1)
  359. if val, exists := resourceLabels[metaPartName]; exists {
  360. return []byte(val)
  361. }
  362. return in
  363. })
  364. return string(result)
  365. }
  366. func replaceWithMetricPart(metaPartName string, metricType string) []byte {
  367. // https://cloud.google.com/monitoring/api/v3/metrics-details#label_names
  368. shortMatches := metricNameFormat.FindStringSubmatch(metricType)
  369. if metaPartName == "metric.name" {
  370. if len(shortMatches) > 0 {
  371. return []byte(shortMatches[2])
  372. }
  373. }
  374. if metaPartName == "metric.service" {
  375. if len(shortMatches) > 0 {
  376. return []byte(shortMatches[1])
  377. }
  378. }
  379. return nil
  380. }
  381. func (e *StackdriverExecutor) createRequest(ctx context.Context, dsInfo *models.DataSource) (*http.Request, error) {
  382. u, _ := url.Parse(dsInfo.Url)
  383. u.Path = path.Join(u.Path, "render")
  384. req, err := http.NewRequest(http.MethodGet, "https://monitoring.googleapis.com/", nil)
  385. if err != nil {
  386. slog.Error("Failed to create request", "error", err)
  387. return nil, fmt.Errorf("Failed to create request. error: %v", err)
  388. }
  389. req.Header.Set("Content-Type", "application/json")
  390. req.Header.Set("User-Agent", fmt.Sprintf("Grafana/%s", setting.BuildVersion))
  391. // find plugin
  392. plugin, ok := plugins.DataSources[dsInfo.Type]
  393. if !ok {
  394. return nil, errors.New("Unable to find datasource plugin Stackdriver")
  395. }
  396. projectName := dsInfo.JsonData.Get("defaultProject").MustString()
  397. proxyPass := fmt.Sprintf("stackdriver%s", "v3/projects/"+projectName+"/timeSeries")
  398. var stackdriverRoute *plugins.AppPluginRoute
  399. for _, route := range plugin.Routes {
  400. if route.Path == "stackdriver" {
  401. stackdriverRoute = route
  402. break
  403. }
  404. }
  405. pluginproxy.ApplyRoute(ctx, req, proxyPass, stackdriverRoute, dsInfo)
  406. return req, nil
  407. }