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. "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("FULL"))
  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 reverse(s string) string {
  134. chars := []rune(s)
  135. for i, j := 0, len(chars)-1; i < j; i, j = i+1, j-1 {
  136. chars[i], chars[j] = chars[j], chars[i]
  137. }
  138. return string(chars)
  139. }
  140. func interpolateFilterWildcards(value string) string {
  141. re := regexp.MustCompile("[*]")
  142. matches := len(re.FindAllStringIndex(value, -1))
  143. if matches == 2 && strings.HasSuffix(value, "*") && strings.HasPrefix(value, "*") {
  144. value = strings.Replace(value, "*", "", -1)
  145. value = fmt.Sprintf(`has_substring("%s")`, value)
  146. } else if matches == 1 && strings.HasPrefix(value, "*") {
  147. value = strings.Replace(value, "*", "", 1)
  148. value = fmt.Sprintf(`ends_with("%s")`, value)
  149. } else if matches == 1 && strings.HasSuffix(value, "*") {
  150. value = reverse(strings.Replace(reverse(value), "*", "", 1))
  151. value = fmt.Sprintf(`starts_with("%s")`, value)
  152. } else if matches == 1 {
  153. re := regexp.MustCompile(`[-\/^$+?.()|[\]{}]`)
  154. value = string(re.ReplaceAllFunc([]byte(value), func(in []byte) []byte {
  155. return []byte(strings.Replace(string(in), string(in), `\\`+string(in), 1))
  156. }))
  157. value = strings.Replace(value, "*", ".*", -1)
  158. value = strings.Replace(value, `"`, `\\"`, -1)
  159. value = fmt.Sprintf(`monitoring.regex.full_match("^%s$")`, value)
  160. }
  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. queryResult.Meta.Set("rawQuery", req.URL.RawQuery)
  229. alignmentPeriod, ok := req.URL.Query()["aggregation.alignmentPeriod"]
  230. if ok {
  231. re := regexp.MustCompile("[0-9]+")
  232. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod[0]), 10, 64)
  233. if err == nil {
  234. queryResult.Meta.Set("alignmentPeriod", seconds)
  235. }
  236. }
  237. span, ctx := opentracing.StartSpanFromContext(ctx, "stackdriver query")
  238. span.SetTag("target", query.Target)
  239. span.SetTag("from", tsdbQuery.TimeRange.From)
  240. span.SetTag("until", tsdbQuery.TimeRange.To)
  241. span.SetTag("datasource_id", e.dsInfo.Id)
  242. span.SetTag("org_id", e.dsInfo.OrgId)
  243. defer span.Finish()
  244. opentracing.GlobalTracer().Inject(
  245. span.Context(),
  246. opentracing.HTTPHeaders,
  247. opentracing.HTTPHeadersCarrier(req.Header))
  248. res, err := ctxhttp.Do(ctx, e.httpClient, req)
  249. if err != nil {
  250. queryResult.Error = err
  251. return queryResult, StackdriverResponse{}, nil
  252. }
  253. data, err := e.unmarshalResponse(res)
  254. if err != nil {
  255. queryResult.Error = err
  256. return queryResult, StackdriverResponse{}, nil
  257. }
  258. return queryResult, data, nil
  259. }
  260. func (e *StackdriverExecutor) unmarshalResponse(res *http.Response) (StackdriverResponse, error) {
  261. body, err := ioutil.ReadAll(res.Body)
  262. defer res.Body.Close()
  263. if err != nil {
  264. return StackdriverResponse{}, err
  265. }
  266. if res.StatusCode/100 != 2 {
  267. slog.Error("Request failed", "status", res.Status, "body", string(body))
  268. return StackdriverResponse{}, fmt.Errorf(string(body))
  269. }
  270. var data StackdriverResponse
  271. err = json.Unmarshal(body, &data)
  272. if err != nil {
  273. slog.Error("Failed to unmarshal Stackdriver response", "error", err, "status", res.Status, "body", string(body))
  274. return StackdriverResponse{}, err
  275. }
  276. return data, nil
  277. }
  278. func (e *StackdriverExecutor) parseResponse(queryRes *tsdb.QueryResult, data StackdriverResponse, query *StackdriverQuery) error {
  279. metricLabels := make(map[string][]string)
  280. resourceLabels := make(map[string][]string)
  281. for _, series := range data.TimeSeries {
  282. points := make([]tsdb.TimePoint, 0)
  283. // reverse the order to be ascending
  284. for i := len(series.Points) - 1; i >= 0; i-- {
  285. point := series.Points[i]
  286. value := point.Value.DoubleValue
  287. if series.ValueType == "INT64" {
  288. parsedValue, err := strconv.ParseFloat(point.Value.IntValue, 64)
  289. if err == nil {
  290. value = parsedValue
  291. }
  292. }
  293. if series.ValueType == "BOOL" {
  294. if point.Value.BoolValue {
  295. value = 1
  296. } else {
  297. value = 0
  298. }
  299. }
  300. points = append(points, tsdb.NewTimePoint(null.FloatFrom(value), float64((point.Interval.EndTime).Unix())*1000))
  301. }
  302. defaultMetricName := series.Metric.Type
  303. for key, value := range series.Metric.Labels {
  304. if !containsLabel(metricLabels[key], value) {
  305. metricLabels[key] = append(metricLabels[key], value)
  306. }
  307. if len(query.GroupBys) == 0 || containsLabel(query.GroupBys, "metric.label."+key) {
  308. defaultMetricName += " " + value
  309. }
  310. }
  311. for key, value := range series.Resource.Labels {
  312. if !containsLabel(resourceLabels[key], value) {
  313. resourceLabels[key] = append(resourceLabels[key], value)
  314. }
  315. if containsLabel(query.GroupBys, "resource.label."+key) {
  316. defaultMetricName += " " + value
  317. }
  318. }
  319. metricName := formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, query)
  320. queryRes.Series = append(queryRes.Series, &tsdb.TimeSeries{
  321. Name: metricName,
  322. Points: points,
  323. })
  324. }
  325. queryRes.Meta.Set("resourceLabels", resourceLabels)
  326. queryRes.Meta.Set("metricLabels", metricLabels)
  327. queryRes.Meta.Set("groupBys", query.GroupBys)
  328. return nil
  329. }
  330. func containsLabel(labels []string, newLabel string) bool {
  331. for _, val := range labels {
  332. if val == newLabel {
  333. return true
  334. }
  335. }
  336. return false
  337. }
  338. func formatLegendKeys(metricType string, defaultMetricName string, metricLabels map[string]string, resourceLabels map[string]string, query *StackdriverQuery) string {
  339. if query.AliasBy == "" {
  340. return defaultMetricName
  341. }
  342. result := legendKeyFormat.ReplaceAllFunc([]byte(query.AliasBy), func(in []byte) []byte {
  343. metaPartName := strings.Replace(string(in), "{{", "", 1)
  344. metaPartName = strings.Replace(metaPartName, "}}", "", 1)
  345. metaPartName = strings.TrimSpace(metaPartName)
  346. if metaPartName == "metric.type" {
  347. return []byte(metricType)
  348. }
  349. metricPart := replaceWithMetricPart(metaPartName, metricType)
  350. if metricPart != nil {
  351. return metricPart
  352. }
  353. metaPartName = strings.Replace(metaPartName, "metric.label.", "", 1)
  354. if val, exists := metricLabels[metaPartName]; exists {
  355. return []byte(val)
  356. }
  357. metaPartName = strings.Replace(metaPartName, "resource.label.", "", 1)
  358. if val, exists := resourceLabels[metaPartName]; exists {
  359. return []byte(val)
  360. }
  361. return in
  362. })
  363. return string(result)
  364. }
  365. func replaceWithMetricPart(metaPartName string, metricType string) []byte {
  366. // https://cloud.google.com/monitoring/api/v3/metrics-details#label_names
  367. shortMatches := metricNameFormat.FindStringSubmatch(metricType)
  368. if metaPartName == "metric.name" {
  369. if len(shortMatches) > 0 {
  370. return []byte(shortMatches[2])
  371. }
  372. }
  373. if metaPartName == "metric.service" {
  374. if len(shortMatches) > 0 {
  375. return []byte(shortMatches[1])
  376. }
  377. }
  378. return nil
  379. }
  380. func (e *StackdriverExecutor) createRequest(ctx context.Context, dsInfo *models.DataSource) (*http.Request, error) {
  381. u, _ := url.Parse(dsInfo.Url)
  382. u.Path = path.Join(u.Path, "render")
  383. req, err := http.NewRequest(http.MethodGet, "https://monitoring.googleapis.com/", nil)
  384. if err != nil {
  385. slog.Error("Failed to create request", "error", err)
  386. return nil, fmt.Errorf("Failed to create request. error: %v", err)
  387. }
  388. req.Header.Set("Content-Type", "application/json")
  389. req.Header.Set("User-Agent", fmt.Sprintf("Grafana/%s", setting.BuildVersion))
  390. // find plugin
  391. plugin, ok := plugins.DataSources[dsInfo.Type]
  392. if !ok {
  393. return nil, errors.New("Unable to find datasource plugin Stackdriver")
  394. }
  395. projectName := dsInfo.JsonData.Get("defaultProject").MustString()
  396. proxyPass := fmt.Sprintf("stackdriver%s", "v3/projects/"+projectName+"/timeSeries")
  397. var stackdriverRoute *plugins.AppPluginRoute
  398. for _, route := range plugin.Routes {
  399. if route.Path == "stackdriver" {
  400. stackdriverRoute = route
  401. break
  402. }
  403. }
  404. pluginproxy.ApplyRoute(ctx, req, proxyPass, stackdriverRoute, dsInfo)
  405. return req, nil
  406. }