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  1. {
  2. "system": {
  3. "description": "performance report: all",
  4. "operational status": "OPERATIONAL",
  5. "workflow type": "PROCESSING",
  6. "algorithm family": "BATCH_OUTLIER_DETECTION",
  7. "max threads": 12,
  8. "number of parameters": 50,
  9. "debug": 1,
  10. "debug max results": 10,
  11. "working directory": "hdfs://smartlogic/tmp/alex/distributed2/",
  12. "debug directory": "/home/alextolstov/performance/slides/",
  13. "log4j properties location": "/home/alextolstov/performance/settings.log4j",
  14. "admin email address": ["yakir.mat@gmail.com"],
  15. "components to run": ["DOWNTIME_DETECTION"],
  16. "num of slides to run": 1,
  17. "force remove debug directory": false,
  18. "use static lines filtering": true,
  19. "extract data without computing": false,
  20. "enable emergency plan": false,
  21. "source": "IMDB"
  22. },
  23. "batchSettings": {
  24. "Number of models": 1,
  25. "shift": 1.1,
  26. "Use too much anomalies filtering": true,
  27. "Filtering percentage": 2.0,
  28. "percent of most anomalous values": 1.0,
  29. "Max depth": 100,
  30. "Default calibration threshold": 75.0,
  31. "use old style": true
  32. },
  33. "yahooSettings": {
  34. "nModels": 5,
  35. "modelsToRun": [],
  36. "defaultCalibrationThreshold": -1.0
  37. },
  38. "correlation": {
  39. "correlation app path": "java -Xmx5g -cp AnomalyProcessor-exe.jar:spark-assembly-1.5.2-hadoop2.6.0.jar llc.smartlogic.ap.App",
  40. "window size": {
  41. "duration": 10,
  42. "units": "DAYS"
  43. }
  44. },
  45. "prediction": {
  46. "window size": {
  47. "duration": 10,
  48. "units": "DAYS"
  49. },
  50. "overlapped window step": {
  51. "duration": 60,
  52. "units": "HOURS"
  53. },
  54. "burned anomalies factors": [
  55. 1.005,
  56. 1.01,
  57. 1.02,
  58. 1.04,
  59. 1.08,
  60. 1.16,
  61. 1.32,
  62. 1.64
  63. ],
  64. "email addresses to alarm": ["gm.alext@gmail.com"],
  65. "client email addresses to alarm": [],
  66. "base algorithm": "YAHOO",
  67. "number of models": 1,
  68. "labeled faults": {},
  69. "labeled suspected": {},
  70. "number of most anomalous tags to send": 15,
  71. "rule": {
  72. "aggregation type": "MOVING_AVERAGE",
  73. "moving average window size": 10,
  74. "drift search type": [
  75. "MULTI_MODEL"
  76. ]
  77. },
  78. "count per time range": {
  79. "number of anomalies": 4,
  80. "time range": {
  81. "duration": 3,
  82. "units": "HOURS"
  83. }
  84. },
  85. "multiple anomalies settings": {
  86. "factor": 8.0
  87. }
  88. },
  89.  
  90. "downtime detection": {
  91. "window size": {
  92. "duration": 10,
  93. "units": "DAYS"
  94. },
  95. "overlapped window step": {
  96. "duration": 60,
  97. "units": "HOURS"
  98. },
  99. "burned anomalies factors": [
  100. 1.005,
  101. 1.01,
  102. 1.02,
  103. 1.04,
  104. 1.08,
  105. 1.16,
  106. 1.32,
  107. 1.64
  108. ],
  109. "email addresses to alarm": ["yakir.mat@gmail.com"],
  110. "client email addresses to alarm": ["yakir.mat@gmail.com"],
  111. "base algorithm": "NO_DETECTION",
  112. "number of models": 1,
  113. "labeled faults": {},
  114. "labeled suspected": {},
  115. "number of most anomalous tags to send": 15,
  116. "rule": {
  117. "aggregation type": "MOVING_AVERAGE",
  118. "moving average window size": 10,
  119. "drift search type": [
  120. "MULTI_MODEL"
  121. ]
  122. },
  123. "multi model detector": {
  124. "count threshold": 50.0,
  125. "score threshold": 1000.0,
  126. "mvm threshold": 1.0,
  127. "corr members threshold": 0.53,
  128. "static lines threshold": 0.95,
  129. "count or threshold": 50.0,
  130. "score or threshold": 1000.0,
  131. "mvm or threshold": 1.0,
  132. "corr members or threshold": 0.53,
  133. "static lines or threshold": 0.95,
  134. "history length": {
  135. "duration": 1,
  136. "units": "DAYS"
  137. },
  138. "distance Between Predictions": {
  139. "duration": 3,
  140. "units": "DAYS"
  141. },
  142. "distance Between Static Lines Predictions": {
  143. "duration": 10,
  144. "units": "DAYS"
  145. },
  146. "total majority threshold": 1.0,
  147. "majority coefficients": [
  148. 0,
  149. 0,
  150. 0,
  151. 0,
  152. 0
  153. ],
  154. "or coefficients": [
  155. 0,
  156. 1,
  157. 0,
  158. 0,
  159. 0
  160. ],
  161. "run on cluster": true,
  162. "machines to process": [ "G1\\OEC1", "G1\\OEC2", "G2\\OEC21", "G3\\OEC31", "G3\\OEC32"]
  163. }
  164. },
  165. "sliding window": {
  166. "date of start":"2016-02-01",
  167. "date of stop":"2016-07-01",
  168. "window size": {
  169. "duration": 10,
  170. "units": "DAYS"
  171. },
  172. "step size": {
  173. "duration": 60,
  174. "units": "HOURS"
  175. },
  176. "overlapped window step": {
  177. "duration": 60,
  178. "units": "HOURS"
  179. },
  180. "normalization sample rate": {
  181. "duration": 5000,
  182. "units": "MILLISECONDS"
  183. },
  184. "anomalies counter interval": {
  185. "duration": 10,
  186. "units": "MINUTES"
  187. },
  188. "sampling": "ARBITRARY",
  189. "window step debug": false,
  190. "machines": ["G2\\OEC21", "G3\\OEC32"],
  191. "tags": []
  192. },
  193. "calibratorSettings": {
  194. "enable time limit": false,
  195. "max time per iteration": {
  196. "duration": 1,
  197. "units": "SECONDS"
  198. },
  199. "calibration method": "LINEAR_SEARCH",
  200. "calibration strategy": "SEQUENTIAL_DEGRADATION_BASED_ON_VALIDATION",
  201. "f measure threshold": 30.0,
  202. "sequential degradation slides limit": 3,
  203. "sequential degradation percentage limit": 30.0,
  204. "max number of iterations": 20,
  205. "burned factors": [
  206. 1.005,
  207. 1.01,
  208. 1.02,
  209. 1.04,
  210. 1.08,
  211. 1.16,
  212. 1.32,
  213. 1.64,
  214. 0.995,
  215. 0.99,
  216. 0.98,
  217. 0.96,
  218. 0.92,
  219. 0.84,
  220. 0.68,
  221. 0.36,
  222. 1.1,
  223. 1.4,
  224. 1.6,
  225. 1.8,
  226. 0.9,
  227. 0.6,
  228. 0.4,
  229. 0.2
  230. ],
  231. "validation intensity": [1],
  232. "validation f measure percentage limit": 15.0,
  233. "calibration centroids": [
  234. 2
  235. ],
  236. "calibration window size elements": 0,
  237. "convergence tolerance": 0.3,
  238. "ax": 0.02,
  239. "bx": 0.5,
  240. "cx": 40.0,
  241. "range up": 1.5,
  242. "range down": 0.5,
  243. "local threshold adjusting": true
  244. },
  245. "elasticsearchSettings": {
  246. "hosts": "10.10.0.52 10.10.0.53 10.10.0.54 10.10.0.55 10.10.0.56",
  247. "port": 9300,
  248. "cluster name": "SmartLogick",
  249. "scroll size": 10000,
  250. "scroll time limit": 600000,
  251. "index prefix": "test-release-steamboat",
  252. "site": "steamboat",
  253. "tag index name": "test-release-steamboat-taginfo"
  254. },
  255. "imdbSettings": {
  256. "protocol": "http",
  257. "host": "10.10.0.62",
  258. "port": 8080,
  259. "customer": "ormat",
  260. "site": "steamboat3m_downtime_detection_types_yakir"
  261. },
  262. "debugSettings": {
  263. "tags to debug": [],
  264. "number of tags to debug": 0,
  265. "number of slides to debug": 0,
  266. "first slide idx to debug": 0,
  267. "distance between slides to debug": 0,
  268. "number of tags for batch forecast reports": 0,
  269. "send emails": true,
  270. "send prediction emails": true,
  271. "trace prediction by email": false,
  272. "sender email host": "smtp.office365.com",
  273. "sender email login": "alert@presenso.com",
  274. "sender email pwd": "qazWSX321",
  275. "sender email port": "587",
  276. "disable hdfs files": false,
  277. "interval after start to send client alarms": {
  278. "duration": 30,
  279. "units": "DAYS"
  280. }
  281. },
  282. "openTSDBSettings": {
  283. "address": "http://40.121.150.209:4242",
  284. "metric retrieval": "retrieval_time_sec",
  285. "metric execution": "mapreduce_execution_time_sec",
  286. "metric storing": "storing_time_sec",
  287. "metric normalization": "normalization_time_sec",
  288. "metric erasing": "erasing_old_data_time_sec",
  289. "metric anomalies": "anomalies_per_slide",
  290. "metric counter": "counters_per_slide",
  291. "metric window step hours": "window_step_hours",
  292. "tags": {
  293. "cluster": "smartlogic"
  294. }
  295. },
  296.  
  297. "kibana config": {
  298. "server name": "http://Ormat:Ormat@oozie.cloudapp.net:8088/#/dashboard/",
  299. "include into emails": false,
  300. "full index prefix": "devdb-data-ormat-steamboat3m*"
  301. }
  302. }
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