stackdriver.go 13 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460
  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. metricNameFormat *regexp.Regexp
  31. )
  32. // StackdriverExecutor executes queries for the Stackdriver datasource
  33. type StackdriverExecutor struct {
  34. httpClient *http.Client
  35. dsInfo *models.DataSource
  36. }
  37. // NewStackdriverExecutor initializes a http client
  38. func NewStackdriverExecutor(dsInfo *models.DataSource) (tsdb.TsdbQueryEndpoint, error) {
  39. httpClient, err := dsInfo.GetHttpClient()
  40. if err != nil {
  41. return nil, err
  42. }
  43. return &StackdriverExecutor{
  44. httpClient: httpClient,
  45. dsInfo: dsInfo,
  46. }, nil
  47. }
  48. func init() {
  49. slog = log.New("tsdb.stackdriver")
  50. tsdb.RegisterTsdbQueryEndpoint("stackdriver", NewStackdriverExecutor)
  51. legendKeyFormat = regexp.MustCompile(`\{\{\s*(.+?)\s*\}\}`)
  52. metricNameFormat = regexp.MustCompile(`([\w\d_]+)\.googleapis\.com/(.+)`)
  53. }
  54. // Query takes in the frontend queries, parses them into the Stackdriver query format
  55. // executes the queries against the Stackdriver API and parses the response into
  56. // the time series or table format
  57. func (e *StackdriverExecutor) Query(ctx context.Context, dsInfo *models.DataSource, tsdbQuery *tsdb.TsdbQuery) (*tsdb.Response, error) {
  58. var result *tsdb.Response
  59. var err error
  60. queryType := tsdbQuery.Queries[0].Model.Get("type").MustString("")
  61. switch queryType {
  62. case "annotationQuery":
  63. result, err = e.executeAnnotationQuery(ctx, tsdbQuery)
  64. case "timeSeriesQuery":
  65. fallthrough
  66. default:
  67. result, err = e.executeTimeSeriesQuery(ctx, tsdbQuery)
  68. }
  69. return result, err
  70. }
  71. func (e *StackdriverExecutor) executeTimeSeriesQuery(ctx context.Context, tsdbQuery *tsdb.TsdbQuery) (*tsdb.Response, error) {
  72. result := &tsdb.Response{
  73. Results: make(map[string]*tsdb.QueryResult),
  74. }
  75. queries, err := e.buildQueries(tsdbQuery)
  76. if err != nil {
  77. return nil, err
  78. }
  79. for _, query := range queries {
  80. queryRes, resp, err := e.executeQuery(ctx, query, tsdbQuery)
  81. if err != nil {
  82. return nil, err
  83. }
  84. err = e.parseResponse(queryRes, resp, query)
  85. if err != nil {
  86. queryRes.Error = err
  87. }
  88. result.Results[query.RefID] = queryRes
  89. }
  90. return result, nil
  91. }
  92. func (e *StackdriverExecutor) buildQueries(tsdbQuery *tsdb.TsdbQuery) ([]*StackdriverQuery, error) {
  93. stackdriverQueries := []*StackdriverQuery{}
  94. startTime, err := tsdbQuery.TimeRange.ParseFrom()
  95. if err != nil {
  96. return nil, err
  97. }
  98. endTime, err := tsdbQuery.TimeRange.ParseTo()
  99. if err != nil {
  100. return nil, err
  101. }
  102. durationSeconds := int(endTime.Sub(startTime).Seconds())
  103. for _, query := range tsdbQuery.Queries {
  104. var target string
  105. metricType := query.Model.Get("metricType").MustString()
  106. filterParts := query.Model.Get("filters").MustArray()
  107. params := url.Values{}
  108. params.Add("interval.startTime", startTime.UTC().Format(time.RFC3339))
  109. params.Add("interval.endTime", endTime.UTC().Format(time.RFC3339))
  110. params.Add("filter", buildFilterString(metricType, filterParts))
  111. params.Add("view", query.Model.Get("view").MustString())
  112. setAggParams(&params, query, durationSeconds)
  113. target = params.Encode()
  114. if setting.Env == setting.DEV {
  115. slog.Debug("Stackdriver request", "params", params)
  116. }
  117. groupBys := query.Model.Get("groupBys").MustArray()
  118. groupBysAsStrings := make([]string, 0)
  119. for _, groupBy := range groupBys {
  120. groupBysAsStrings = append(groupBysAsStrings, groupBy.(string))
  121. }
  122. aliasBy := query.Model.Get("aliasBy").MustString()
  123. stackdriverQueries = append(stackdriverQueries, &StackdriverQuery{
  124. Target: target,
  125. Params: params,
  126. RefID: query.RefId,
  127. GroupBys: groupBysAsStrings,
  128. AliasBy: aliasBy,
  129. })
  130. }
  131. return stackdriverQueries, nil
  132. }
  133. func buildFilterString(metricType string, filterParts []interface{}) string {
  134. filterString := ""
  135. for i, part := range filterParts {
  136. mod := i % 4
  137. if part == "AND" {
  138. filterString += " "
  139. } else if mod == 2 {
  140. filterString += fmt.Sprintf(`"%s"`, part)
  141. } else {
  142. filterString += part.(string)
  143. }
  144. }
  145. return strings.Trim(fmt.Sprintf(`metric.type="%s" %s`, metricType, filterString), " ")
  146. }
  147. func setAggParams(params *url.Values, query *tsdb.Query, durationSeconds int) {
  148. primaryAggregation := query.Model.Get("primaryAggregation").MustString()
  149. perSeriesAligner := query.Model.Get("perSeriesAligner").MustString()
  150. alignmentPeriod := query.Model.Get("alignmentPeriod").MustString()
  151. if primaryAggregation == "" {
  152. primaryAggregation = "REDUCE_NONE"
  153. }
  154. if perSeriesAligner == "" {
  155. perSeriesAligner = "ALIGN_MEAN"
  156. }
  157. if alignmentPeriod == "grafana-auto" || alignmentPeriod == "" {
  158. alignmentPeriodValue := int(math.Max(float64(query.IntervalMs)/1000, 60.0))
  159. alignmentPeriod = "+" + strconv.Itoa(alignmentPeriodValue) + "s"
  160. }
  161. if alignmentPeriod == "stackdriver-auto" {
  162. alignmentPeriodValue := int(math.Max(float64(durationSeconds), 60.0))
  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, StackdriverResponse, 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, StackdriverResponse{}, 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, StackdriverResponse{}, nil
  218. }
  219. data, err := e.unmarshalResponse(res)
  220. if err != nil {
  221. queryResult.Error = err
  222. return queryResult, StackdriverResponse{}, nil
  223. }
  224. return queryResult, data, nil
  225. }
  226. func (e *StackdriverExecutor) unmarshalResponse(res *http.Response) (StackdriverResponse, error) {
  227. body, err := ioutil.ReadAll(res.Body)
  228. defer res.Body.Close()
  229. if err != nil {
  230. return StackdriverResponse{}, err
  231. }
  232. if res.StatusCode/100 != 2 {
  233. slog.Error("Request failed", "status", res.Status, "body", string(body))
  234. return StackdriverResponse{}, fmt.Errorf(string(body))
  235. }
  236. var data StackdriverResponse
  237. err = json.Unmarshal(body, &data)
  238. if err != nil {
  239. slog.Error("Failed to unmarshal Stackdriver response", "error", err, "status", res.Status, "body", string(body))
  240. return StackdriverResponse{}, err
  241. }
  242. return data, nil
  243. }
  244. func (e *StackdriverExecutor) parseResponse(queryRes *tsdb.QueryResult, data StackdriverResponse, query *StackdriverQuery) error {
  245. metricLabels := make(map[string][]string)
  246. resourceLabels := make(map[string][]string)
  247. for _, series := range data.TimeSeries {
  248. points := make([]tsdb.TimePoint, 0)
  249. // reverse the order to be ascending
  250. for i := len(series.Points) - 1; i >= 0; i-- {
  251. point := series.Points[i]
  252. value := point.Value.DoubleValue
  253. if series.ValueType == "INT64" {
  254. parsedValue, err := strconv.ParseFloat(point.Value.IntValue, 64)
  255. if err == nil {
  256. value = parsedValue
  257. }
  258. }
  259. if series.ValueType == "BOOL" {
  260. if point.Value.BoolValue {
  261. value = 1
  262. } else {
  263. value = 0
  264. }
  265. }
  266. points = append(points, tsdb.NewTimePoint(null.FloatFrom(value), float64((point.Interval.EndTime).Unix())*1000))
  267. }
  268. defaultMetricName := series.Metric.Type
  269. for key, value := range series.Metric.Labels {
  270. if !containsLabel(metricLabels[key], value) {
  271. metricLabels[key] = append(metricLabels[key], value)
  272. }
  273. if len(query.GroupBys) == 0 || containsLabel(query.GroupBys, "metric.label."+key) {
  274. defaultMetricName += " " + value
  275. }
  276. }
  277. for key, value := range series.Resource.Labels {
  278. if !containsLabel(resourceLabels[key], value) {
  279. resourceLabels[key] = append(resourceLabels[key], value)
  280. }
  281. if containsLabel(query.GroupBys, "resource.label."+key) {
  282. defaultMetricName += " " + value
  283. }
  284. }
  285. metricName := formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, query)
  286. queryRes.Series = append(queryRes.Series, &tsdb.TimeSeries{
  287. Name: metricName,
  288. Points: points,
  289. })
  290. }
  291. queryRes.Meta.Set("resourceLabels", resourceLabels)
  292. queryRes.Meta.Set("metricLabels", metricLabels)
  293. queryRes.Meta.Set("groupBys", query.GroupBys)
  294. return nil
  295. }
  296. func containsLabel(labels []string, newLabel string) bool {
  297. for _, val := range labels {
  298. if val == newLabel {
  299. return true
  300. }
  301. }
  302. return false
  303. }
  304. func formatLegendKeys(metricType string, defaultMetricName string, metricLabels map[string]string, resourceLabels map[string]string, query *StackdriverQuery) string {
  305. if query.AliasBy == "" {
  306. return defaultMetricName
  307. }
  308. result := legendKeyFormat.ReplaceAllFunc([]byte(query.AliasBy), func(in []byte) []byte {
  309. metaPartName := strings.Replace(string(in), "{{", "", 1)
  310. metaPartName = strings.Replace(metaPartName, "}}", "", 1)
  311. metaPartName = strings.TrimSpace(metaPartName)
  312. if metaPartName == "metric.type" {
  313. return []byte(metricType)
  314. }
  315. metricPart := replaceWithMetricPart(metaPartName, metricType)
  316. if metricPart != nil {
  317. return metricPart
  318. }
  319. metaPartName = strings.Replace(metaPartName, "metric.label.", "", 1)
  320. if val, exists := metricLabels[metaPartName]; exists {
  321. return []byte(val)
  322. }
  323. metaPartName = strings.Replace(metaPartName, "resource.label.", "", 1)
  324. if val, exists := resourceLabels[metaPartName]; exists {
  325. return []byte(val)
  326. }
  327. return in
  328. })
  329. return string(result)
  330. }
  331. func replaceWithMetricPart(metaPartName string, metricType string) []byte {
  332. // https://cloud.google.com/monitoring/api/v3/metrics-details#label_names
  333. shortMatches := metricNameFormat.FindStringSubmatch(metricType)
  334. if metaPartName == "metric.name" {
  335. if len(shortMatches) > 0 {
  336. return []byte(shortMatches[2])
  337. }
  338. }
  339. if metaPartName == "metric.service" {
  340. if len(shortMatches) > 0 {
  341. return []byte(shortMatches[1])
  342. }
  343. }
  344. return nil
  345. }
  346. func (e *StackdriverExecutor) createRequest(ctx context.Context, dsInfo *models.DataSource) (*http.Request, error) {
  347. u, _ := url.Parse(dsInfo.Url)
  348. u.Path = path.Join(u.Path, "render")
  349. req, err := http.NewRequest(http.MethodGet, "https://monitoring.googleapis.com/", nil)
  350. if err != nil {
  351. slog.Error("Failed to create request", "error", err)
  352. return nil, fmt.Errorf("Failed to create request. error: %v", err)
  353. }
  354. req.Header.Set("Content-Type", "application/json")
  355. req.Header.Set("User-Agent", fmt.Sprintf("Grafana/%s", setting.BuildVersion))
  356. // find plugin
  357. plugin, ok := plugins.DataSources[dsInfo.Type]
  358. if !ok {
  359. return nil, errors.New("Unable to find datasource plugin Stackdriver")
  360. }
  361. projectName := dsInfo.JsonData.Get("defaultProject").MustString()
  362. proxyPass := fmt.Sprintf("stackdriver%s", "v3/projects/"+projectName+"/timeSeries")
  363. var stackdriverRoute *plugins.AppPluginRoute
  364. for _, route := range plugin.Routes {
  365. if route.Path == "stackdriver" {
  366. stackdriverRoute = route
  367. break
  368. }
  369. }
  370. pluginproxy.ApplyRoute(ctx, req, proxyPass, stackdriverRoute, dsInfo)
  371. return req, nil
  372. }