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 escapeDoubleBackslash(target string) string {
  142. var re = regexp.MustCompile(`\\`)
  143. return re.ReplaceAllString(target, `\\\\`)
  144. // return strings.Replace(target, `\`, "", -1)
  145. }
  146. func escapeIllegalCharacters(target string) string {
  147. var re = regexp.MustCompile(`[-\/^$+?.()|[\]{}]`)
  148. return string(re.ReplaceAllFunc([]byte(target), func(in []byte) []byte {
  149. return []byte(strings.Replace(string(in), string(in), `\\`+string(in), 1))
  150. }))
  151. }
  152. func replaceSingleAsterixCharacters(target string) string {
  153. return strings.Replace(target, "*", ".*", -1)
  154. }
  155. func interpolateFilterWildcards(value string) string {
  156. if strings.HasSuffix(value, "*") && strings.HasPrefix(value, "*") {
  157. value = strings.Replace(value, "*", "", 1)
  158. value = fmt.Sprintf(`has_substring("%s")`, value)
  159. } else if strings.HasPrefix(value, "*") {
  160. value = strings.Replace(value, "*", "", 1)
  161. value = fmt.Sprintf(`ends_with("%s")`, value)
  162. } else if strings.HasSuffix(value, "*") {
  163. value = reverse(strings.Replace(reverse(value), "*", "", 1))
  164. value = fmt.Sprintf(`starts_with("%s")`, value)
  165. } else if strings.Contains(value, "*") {
  166. value = escapeIllegalCharacters(value)
  167. value = replaceSingleAsterixCharacters(value)
  168. value = strings.Replace(value, `"`, `\\"`, -1)
  169. value = fmt.Sprintf(`monitoring.regex.full_match("^%s$")`, value)
  170. }
  171. logger.Info("filter", "filter", value)
  172. return value
  173. }
  174. func buildFilterString(metricType string, filterParts []interface{}) string {
  175. filterString := ""
  176. for i, part := range filterParts {
  177. mod := i % 4
  178. if part == "AND" {
  179. filterString += " "
  180. } else if mod == 2 {
  181. if strings.Contains(part.(string), "*") {
  182. filterString += interpolateFilterWildcards(part.(string))
  183. } else {
  184. filterString += fmt.Sprintf(`"%s"`, part)
  185. }
  186. } else {
  187. filterString += part.(string)
  188. }
  189. }
  190. return strings.Trim(fmt.Sprintf(`metric.type="%s" %s`, metricType, filterString), " ")
  191. }
  192. func setAggParams(params *url.Values, query *tsdb.Query, durationSeconds int) {
  193. primaryAggregation := query.Model.Get("primaryAggregation").MustString()
  194. perSeriesAligner := query.Model.Get("perSeriesAligner").MustString()
  195. alignmentPeriod := query.Model.Get("alignmentPeriod").MustString()
  196. if primaryAggregation == "" {
  197. primaryAggregation = "REDUCE_NONE"
  198. }
  199. if perSeriesAligner == "" {
  200. perSeriesAligner = "ALIGN_MEAN"
  201. }
  202. if alignmentPeriod == "grafana-auto" || alignmentPeriod == "" {
  203. alignmentPeriodValue := int(math.Max(float64(query.IntervalMs)/1000, 60.0))
  204. alignmentPeriod = "+" + strconv.Itoa(alignmentPeriodValue) + "s"
  205. }
  206. if alignmentPeriod == "stackdriver-auto" {
  207. alignmentPeriodValue := int(math.Max(float64(durationSeconds), 60.0))
  208. if alignmentPeriodValue < 60*60*23 {
  209. alignmentPeriod = "+60s"
  210. } else if alignmentPeriodValue < 60*60*24*6 {
  211. alignmentPeriod = "+300s"
  212. } else {
  213. alignmentPeriod = "+3600s"
  214. }
  215. }
  216. re := regexp.MustCompile("[0-9]+")
  217. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod), 10, 64)
  218. if err != nil || seconds > 3600 {
  219. alignmentPeriod = "+3600s"
  220. }
  221. params.Add("aggregation.crossSeriesReducer", primaryAggregation)
  222. params.Add("aggregation.perSeriesAligner", perSeriesAligner)
  223. params.Add("aggregation.alignmentPeriod", alignmentPeriod)
  224. groupBys := query.Model.Get("groupBys").MustArray()
  225. if len(groupBys) > 0 {
  226. for i := 0; i < len(groupBys); i++ {
  227. params.Add("aggregation.groupByFields", groupBys[i].(string))
  228. }
  229. }
  230. }
  231. func (e *StackdriverExecutor) executeQuery(ctx context.Context, query *StackdriverQuery, tsdbQuery *tsdb.TsdbQuery) (*tsdb.QueryResult, StackdriverResponse, error) {
  232. queryResult := &tsdb.QueryResult{Meta: simplejson.New(), RefId: query.RefID}
  233. req, err := e.createRequest(ctx, e.dsInfo)
  234. if err != nil {
  235. queryResult.Error = err
  236. return queryResult, StackdriverResponse{}, nil
  237. }
  238. req.URL.RawQuery = query.Params.Encode()
  239. logger.Info("req.URL.RawQuery", "req.URL.RawQuery", req.URL.RawQuery)
  240. queryResult.Meta.Set("rawQuery", req.URL.RawQuery)
  241. alignmentPeriod, ok := req.URL.Query()["aggregation.alignmentPeriod"]
  242. if ok {
  243. re := regexp.MustCompile("[0-9]+")
  244. seconds, err := strconv.ParseInt(re.FindString(alignmentPeriod[0]), 10, 64)
  245. if err == nil {
  246. queryResult.Meta.Set("alignmentPeriod", seconds)
  247. }
  248. }
  249. span, ctx := opentracing.StartSpanFromContext(ctx, "stackdriver query")
  250. span.SetTag("target", query.Target)
  251. span.SetTag("from", tsdbQuery.TimeRange.From)
  252. span.SetTag("until", tsdbQuery.TimeRange.To)
  253. span.SetTag("datasource_id", e.dsInfo.Id)
  254. span.SetTag("org_id", e.dsInfo.OrgId)
  255. defer span.Finish()
  256. opentracing.GlobalTracer().Inject(
  257. span.Context(),
  258. opentracing.HTTPHeaders,
  259. opentracing.HTTPHeadersCarrier(req.Header))
  260. res, err := ctxhttp.Do(ctx, e.httpClient, req)
  261. if err != nil {
  262. queryResult.Error = err
  263. return queryResult, StackdriverResponse{}, nil
  264. }
  265. data, err := e.unmarshalResponse(res)
  266. if err != nil {
  267. queryResult.Error = err
  268. return queryResult, StackdriverResponse{}, nil
  269. }
  270. return queryResult, data, nil
  271. }
  272. func (e *StackdriverExecutor) unmarshalResponse(res *http.Response) (StackdriverResponse, error) {
  273. body, err := ioutil.ReadAll(res.Body)
  274. defer res.Body.Close()
  275. if err != nil {
  276. return StackdriverResponse{}, err
  277. }
  278. if res.StatusCode/100 != 2 {
  279. slog.Error("Request failed", "status", res.Status, "body", string(body))
  280. return StackdriverResponse{}, fmt.Errorf(string(body))
  281. }
  282. var data StackdriverResponse
  283. err = json.Unmarshal(body, &data)
  284. if err != nil {
  285. slog.Error("Failed to unmarshal Stackdriver response", "error", err, "status", res.Status, "body", string(body))
  286. return StackdriverResponse{}, err
  287. }
  288. return data, nil
  289. }
  290. func (e *StackdriverExecutor) parseResponse(queryRes *tsdb.QueryResult, data StackdriverResponse, query *StackdriverQuery) error {
  291. metricLabels := make(map[string][]string)
  292. resourceLabels := make(map[string][]string)
  293. for _, series := range data.TimeSeries {
  294. points := make([]tsdb.TimePoint, 0)
  295. // reverse the order to be ascending
  296. for i := len(series.Points) - 1; i >= 0; i-- {
  297. point := series.Points[i]
  298. value := point.Value.DoubleValue
  299. if series.ValueType == "INT64" {
  300. parsedValue, err := strconv.ParseFloat(point.Value.IntValue, 64)
  301. if err == nil {
  302. value = parsedValue
  303. }
  304. }
  305. if series.ValueType == "BOOL" {
  306. if point.Value.BoolValue {
  307. value = 1
  308. } else {
  309. value = 0
  310. }
  311. }
  312. points = append(points, tsdb.NewTimePoint(null.FloatFrom(value), float64((point.Interval.EndTime).Unix())*1000))
  313. }
  314. defaultMetricName := series.Metric.Type
  315. for key, value := range series.Metric.Labels {
  316. if !containsLabel(metricLabels[key], value) {
  317. metricLabels[key] = append(metricLabels[key], value)
  318. }
  319. if len(query.GroupBys) == 0 || containsLabel(query.GroupBys, "metric.label."+key) {
  320. defaultMetricName += " " + value
  321. }
  322. }
  323. for key, value := range series.Resource.Labels {
  324. if !containsLabel(resourceLabels[key], value) {
  325. resourceLabels[key] = append(resourceLabels[key], value)
  326. }
  327. if containsLabel(query.GroupBys, "resource.label."+key) {
  328. defaultMetricName += " " + value
  329. }
  330. }
  331. metricName := formatLegendKeys(series.Metric.Type, defaultMetricName, series.Metric.Labels, series.Resource.Labels, query)
  332. queryRes.Series = append(queryRes.Series, &tsdb.TimeSeries{
  333. Name: metricName,
  334. Points: points,
  335. })
  336. }
  337. queryRes.Meta.Set("resourceLabels", resourceLabels)
  338. queryRes.Meta.Set("metricLabels", metricLabels)
  339. queryRes.Meta.Set("groupBys", query.GroupBys)
  340. return nil
  341. }
  342. func containsLabel(labels []string, newLabel string) bool {
  343. for _, val := range labels {
  344. if val == newLabel {
  345. return true
  346. }
  347. }
  348. return false
  349. }
  350. func formatLegendKeys(metricType string, defaultMetricName string, metricLabels map[string]string, resourceLabels map[string]string, query *StackdriverQuery) string {
  351. if query.AliasBy == "" {
  352. return defaultMetricName
  353. }
  354. result := legendKeyFormat.ReplaceAllFunc([]byte(query.AliasBy), func(in []byte) []byte {
  355. metaPartName := strings.Replace(string(in), "{{", "", 1)
  356. metaPartName = strings.Replace(metaPartName, "}}", "", 1)
  357. metaPartName = strings.TrimSpace(metaPartName)
  358. if metaPartName == "metric.type" {
  359. return []byte(metricType)
  360. }
  361. metricPart := replaceWithMetricPart(metaPartName, metricType)
  362. if metricPart != nil {
  363. return metricPart
  364. }
  365. metaPartName = strings.Replace(metaPartName, "metric.label.", "", 1)
  366. if val, exists := metricLabels[metaPartName]; exists {
  367. return []byte(val)
  368. }
  369. metaPartName = strings.Replace(metaPartName, "resource.label.", "", 1)
  370. if val, exists := resourceLabels[metaPartName]; exists {
  371. return []byte(val)
  372. }
  373. return in
  374. })
  375. return string(result)
  376. }
  377. func replaceWithMetricPart(metaPartName string, metricType string) []byte {
  378. // https://cloud.google.com/monitoring/api/v3/metrics-details#label_names
  379. shortMatches := metricNameFormat.FindStringSubmatch(metricType)
  380. if metaPartName == "metric.name" {
  381. if len(shortMatches) > 0 {
  382. return []byte(shortMatches[2])
  383. }
  384. }
  385. if metaPartName == "metric.service" {
  386. if len(shortMatches) > 0 {
  387. return []byte(shortMatches[1])
  388. }
  389. }
  390. return nil
  391. }
  392. func (e *StackdriverExecutor) createRequest(ctx context.Context, dsInfo *models.DataSource) (*http.Request, error) {
  393. u, _ := url.Parse(dsInfo.Url)
  394. u.Path = path.Join(u.Path, "render")
  395. req, err := http.NewRequest(http.MethodGet, "https://monitoring.googleapis.com/", nil)
  396. if err != nil {
  397. slog.Error("Failed to create request", "error", err)
  398. return nil, fmt.Errorf("Failed to create request. error: %v", err)
  399. }
  400. req.Header.Set("Content-Type", "application/json")
  401. req.Header.Set("User-Agent", fmt.Sprintf("Grafana/%s", setting.BuildVersion))
  402. // find plugin
  403. plugin, ok := plugins.DataSources[dsInfo.Type]
  404. if !ok {
  405. return nil, errors.New("Unable to find datasource plugin Stackdriver")
  406. }
  407. projectName := dsInfo.JsonData.Get("defaultProject").MustString()
  408. proxyPass := fmt.Sprintf("stackdriver%s", "v3/projects/"+projectName+"/timeSeries")
  409. var stackdriverRoute *plugins.AppPluginRoute
  410. for _, route := range plugin.Routes {
  411. if route.Path == "stackdriver" {
  412. stackdriverRoute = route
  413. break
  414. }
  415. }
  416. pluginproxy.ApplyRoute(ctx, req, proxyPass, stackdriverRoute, dsInfo)
  417. return req, nil
  418. }