transformers.ts 4.4 KB

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  1. ///<reference path="../../headers/common.d.ts" />
  2. import moment = require('moment');
  3. import _ = require('lodash');
  4. import TimeSeries = require('app/core/time_series');
  5. var transformers = {};
  6. transformers['timeseries_to_rows'] = {
  7. description: 'Time series to rows',
  8. getColumns: function() {
  9. return [];
  10. },
  11. transform: function(data, panel, model) {
  12. model.columns = [
  13. {text: 'Time', type: 'date'},
  14. {text: 'Metric'},
  15. {text: 'Value'},
  16. ];
  17. for (var i = 0; i < data.length; i++) {
  18. var series = data[i];
  19. for (var y = 0; y < series.datapoints.length; y++) {
  20. var dp = series.datapoints[y];
  21. model.rows.push([dp[1], series.target, dp[0]]);
  22. }
  23. }
  24. },
  25. };
  26. transformers['timeseries_to_columns'] = {
  27. description: 'Time series to columns',
  28. getColumns: function() {
  29. return [];
  30. },
  31. transform: function(data, panel, model) {
  32. model.columns.push({text: 'Time', type: 'date'});
  33. // group by time
  34. var points = {};
  35. for (var i = 0; i < data.length; i++) {
  36. var series = data[i];
  37. model.columns.push({text: series.target});
  38. for (var y = 0; y < series.datapoints.length; y++) {
  39. var dp = series.datapoints[y];
  40. var timeKey = dp[1].toString();
  41. if (!points[timeKey]) {
  42. points[timeKey] = {time: dp[1]};
  43. points[timeKey][i] = dp[0];
  44. }
  45. else {
  46. points[timeKey][i] = dp[0];
  47. }
  48. }
  49. }
  50. for (var time in points) {
  51. var point = points[time];
  52. var values = [point.time];
  53. for (var i = 0; i < data.length; i++) {
  54. var value = point[i];
  55. values.push(value);
  56. }
  57. model.rows.push(values);
  58. }
  59. }
  60. };
  61. transformers['timeseries_aggregations'] = {
  62. description: 'Time series aggregations',
  63. getColumns: function() {
  64. return [
  65. {text: 'Avg', value: 'avg'},
  66. {text: 'Min', value: 'min'},
  67. {text: 'Max', value: 'max'},
  68. ];
  69. },
  70. transform: function(data, panel, model) {
  71. var i, y;
  72. model.columns.push({text: 'Metric'});
  73. if (panel.columns.length === 0) {
  74. panel.columns.push({text: 'Avg', value: 'avg'});
  75. }
  76. for (i = 0; i < panel.columns.length; i++) {
  77. model.columns.push({text: panel.columns[i].text});
  78. }
  79. for (i = 0; i < data.length; i++) {
  80. var series = new TimeSeries({
  81. datapoints: data[i].datapoints,
  82. alias: data[i].target,
  83. });
  84. series.getFlotPairs('connected');
  85. var cells = [series.alias];
  86. for (y = 0; y < panel.columns.length; y++) {
  87. cells.push(series.stats[panel.columns[y].value]);
  88. }
  89. model.rows.push(cells);
  90. }
  91. }
  92. };
  93. transformers['annotations'] = {
  94. description: 'Annotations',
  95. getColumns: function() {
  96. return [];
  97. },
  98. transform: function(data, panel, model) {
  99. model.columns.push({text: 'Time', type: 'date'});
  100. model.columns.push({text: 'Title'});
  101. model.columns.push({text: 'Text'});
  102. model.columns.push({text: 'Tags'});
  103. if (!data || data.length === 0) {
  104. return;
  105. }
  106. for (var i = 0; i < data.length; i++) {
  107. var evt = data[i];
  108. model.rows.push([evt.min, evt.title, evt.text, evt.tags]);
  109. }
  110. }
  111. };
  112. transformers['json'] = {
  113. description: 'JSON Data',
  114. getColumns: function(data) {
  115. if (!data || data.length === 0) {
  116. return [];
  117. }
  118. var names: any = {};
  119. for (var i = 0; i < data.length; i++) {
  120. var series = data[i];
  121. if (series.type === 'docs') {
  122. continue;
  123. }
  124. for (var y = 0; y < series.datapoints.length; y++) {
  125. var doc = series.datapoints[y];
  126. for (var propName in doc) {
  127. names[propName] = true;
  128. }
  129. }
  130. }
  131. return _.map(names, function(value, key) {
  132. return {text: key, value: key};
  133. });
  134. },
  135. transform: function(data, panel, model) {
  136. var i, y, z;
  137. for (i = 0; i < panel.columns.length; i++) {
  138. model.columns.push({text: panel.columns[i].text});
  139. }
  140. if (model.columns.length === 0) {
  141. model.columns.push({text: 'JSON'});
  142. }
  143. for (i = 0; i < data.length; i++) {
  144. var series = data[i];
  145. for (y = 0; y < series.datapoints.length; y++) {
  146. var dp = series.datapoints[y];
  147. var values = [];
  148. for (z = 0; z < panel.columns.length; z++) {
  149. values.push(dp[panel.columns[z].value]);
  150. }
  151. if (values.length === 0) {
  152. values.push(JSON.stringify(dp));
  153. }
  154. model.rows.push(values);
  155. }
  156. }
  157. }
  158. };
  159. export {transformers}