transformers.ts 4.5 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. {text: 'Total', value: 'total'},
  69. {text: 'Current', value: 'current'},
  70. {text: 'Count', value: 'count'},
  71. ];
  72. },
  73. transform: function(data, panel, model) {
  74. var i, y;
  75. model.columns.push({text: 'Metric'});
  76. if (panel.columns.length === 0) {
  77. panel.columns.push({text: 'Avg', value: 'avg'});
  78. }
  79. for (i = 0; i < panel.columns.length; i++) {
  80. model.columns.push({text: panel.columns[i].text});
  81. }
  82. for (i = 0; i < data.length; i++) {
  83. var series = new TimeSeries({
  84. datapoints: data[i].datapoints,
  85. alias: data[i].target,
  86. });
  87. series.getFlotPairs('connected');
  88. var cells = [series.alias];
  89. for (y = 0; y < panel.columns.length; y++) {
  90. cells.push(series.stats[panel.columns[y].value]);
  91. }
  92. model.rows.push(cells);
  93. }
  94. }
  95. };
  96. transformers['annotations'] = {
  97. description: 'Annotations',
  98. getColumns: function() {
  99. return [];
  100. },
  101. transform: function(data, panel, model) {
  102. model.columns.push({text: 'Time', type: 'date'});
  103. model.columns.push({text: 'Title'});
  104. model.columns.push({text: 'Text'});
  105. model.columns.push({text: 'Tags'});
  106. if (!data || data.length === 0) {
  107. return;
  108. }
  109. for (var i = 0; i < data.length; i++) {
  110. var evt = data[i];
  111. model.rows.push([evt.min, evt.title, evt.text, evt.tags]);
  112. }
  113. }
  114. };
  115. transformers['json'] = {
  116. description: 'JSON Data',
  117. getColumns: function(data) {
  118. if (!data || data.length === 0) {
  119. return [];
  120. }
  121. var names: any = {};
  122. for (var i = 0; i < data.length; i++) {
  123. var series = data[i];
  124. if (series.type === 'docs') {
  125. continue;
  126. }
  127. for (var y = 0; y < series.datapoints.length; y++) {
  128. var doc = series.datapoints[y];
  129. for (var propName in doc) {
  130. names[propName] = true;
  131. }
  132. }
  133. }
  134. return _.map(names, function(value, key) {
  135. return {text: key, value: key};
  136. });
  137. },
  138. transform: function(data, panel, model) {
  139. var i, y, z;
  140. for (i = 0; i < panel.columns.length; i++) {
  141. model.columns.push({text: panel.columns[i].text});
  142. }
  143. if (model.columns.length === 0) {
  144. model.columns.push({text: 'JSON'});
  145. }
  146. for (i = 0; i < data.length; i++) {
  147. var series = data[i];
  148. for (y = 0; y < series.datapoints.length; y++) {
  149. var dp = series.datapoints[y];
  150. var values = [];
  151. for (z = 0; z < panel.columns.length; z++) {
  152. values.push(dp[panel.columns[z].value]);
  153. }
  154. if (values.length === 0) {
  155. values.push(JSON.stringify(dp));
  156. }
  157. model.rows.push(values);
  158. }
  159. }
  160. }
  161. };
  162. export {transformers}