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  1. [2023-08-20 22:39:58,834: INFO: main: MLFLOW custom logging]
  2. [2023-08-20 23:33:37,867: INFO: common: yaml file: config\config.yaml loaded successfully]
  3. [2023-08-20 23:33:37,869: INFO: common: yaml file: params.yaml loaded successfully]
  4. [2023-08-20 23:36:46,448: INFO: common: yaml file: config\config.yaml loaded successfully]
  5. [2023-08-20 23:36:46,456: INFO: common: yaml file: params.yaml loaded successfully]
  6. [2023-08-20 23:36:46,464: INFO: common: yaml file: schema.yaml loaded successfully]
  7. [2023-08-20 23:36:46,475: INFO: common: created directory at: artifacts]
  8. [2023-08-20 23:36:46,475: INFO: common: created directory at: artifacts/data_ingestion]
  9. [2023-08-20 23:36:47,978: INFO: 2366278714: artifacts/data_ingestion/data.zip download! with following info:
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  35. [2023-08-20 23:48:57,883: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
  36. [2023-08-20 23:48:57,883: INFO: common: yaml file: config\config.yaml loaded successfully]
  37. [2023-08-20 23:48:57,891: INFO: common: yaml file: params.yaml loaded successfully]
  38. [2023-08-20 23:48:57,893: INFO: common: yaml file: schema.yaml loaded successfully]
  39. [2023-08-20 23:48:57,893: INFO: common: created directory at: artifacts]
  40. [2023-08-20 23:48:57,893: INFO: common: created directory at: artifacts/data_ingestion]
  41. [2023-08-20 23:48:57,893: INFO: data_ingestion: File already exists of size: ~ 23 KB]
  42. [2023-08-20 23:48:57,893: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
  43. x==========x]
  44. [2023-08-28 18:46:40,510: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
  45. [2023-08-28 18:46:40,517: INFO: common: yaml file: config\config.yaml loaded successfully]
  46. [2023-08-28 18:46:40,526: INFO: common: yaml file: params.yaml loaded successfully]
  47. [2023-08-28 18:46:40,531: INFO: common: yaml file: schema.yaml loaded successfully]
  48. [2023-08-28 18:46:40,531: INFO: common: created directory at: artifacts]
  49. [2023-08-28 18:46:40,532: INFO: common: created directory at: artifacts/data_ingestion]
  50. [2023-08-28 18:46:40,533: INFO: data_ingestion: File already exists of size: ~ 23 KB]
  51. [2023-08-28 18:46:40,549: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
  52. x==========x]
  53. [2023-08-28 18:58:22,028: INFO: common: yaml file: config\config.yaml loaded successfully]
  54. [2023-08-28 18:58:22,030: INFO: common: yaml file: params.yaml loaded successfully]
  55. [2023-08-28 18:58:22,031: INFO: common: yaml file: schema.yaml loaded successfully]
  56. [2023-08-28 18:58:22,031: INFO: common: created directory at: artifacts]
  57. [2023-08-28 18:58:44,039: INFO: common: yaml file: config\config.yaml loaded successfully]
  58. [2023-08-28 18:58:44,041: INFO: common: yaml file: params.yaml loaded successfully]
  59. [2023-08-28 18:58:44,041: INFO: common: yaml file: schema.yaml loaded successfully]
  60. [2023-08-28 18:58:44,041: INFO: common: created directory at: artifacts]
  61. [2023-08-28 19:01:58,746: INFO: common: yaml file: config\config.yaml loaded successfully]
  62. [2023-08-28 19:01:58,754: INFO: common: yaml file: params.yaml loaded successfully]
  63. [2023-08-28 19:01:58,754: INFO: common: yaml file: schema.yaml loaded successfully]
  64. [2023-08-28 19:01:58,754: INFO: common: created directory at: artifacts]
  65. [2023-08-28 19:03:30,141: INFO: common: yaml file: config\config.yaml loaded successfully]
  66. [2023-08-28 19:03:30,143: INFO: common: yaml file: params.yaml loaded successfully]
  67. [2023-08-28 19:03:30,148: INFO: common: yaml file: schema.yaml loaded successfully]
  68. [2023-08-28 19:03:30,150: INFO: common: created directory at: artifacts]
  69. [2023-08-28 19:06:00,228: INFO: common: yaml file: config\config.yaml loaded successfully]
  70. [2023-08-28 19:06:00,230: INFO: common: yaml file: params.yaml loaded successfully]
  71. [2023-08-28 19:06:00,239: INFO: common: yaml file: schema.yaml loaded successfully]
  72. [2023-08-28 19:06:00,239: INFO: common: created directory at: artifacts]
  73. [2023-08-28 19:06:00,247: INFO: common: created directory at: artifacts/data_validation]
  74. [2023-08-28 19:16:32,062: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
  75. [2023-08-28 19:16:32,062: INFO: common: yaml file: config\config.yaml loaded successfully]
  76. [2023-08-28 19:16:32,070: INFO: common: yaml file: params.yaml loaded successfully]
  77. [2023-08-28 19:16:32,072: INFO: common: yaml file: schema.yaml loaded successfully]
  78. [2023-08-28 19:16:32,072: INFO: common: created directory at: artifacts]
  79. [2023-08-28 19:16:32,082: INFO: common: created directory at: artifacts/data_ingestion]
  80. [2023-08-28 19:16:33,552: INFO: data_ingestion: artifacts/data_ingestion/data.zip download! with following info:
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  106. [2023-08-28 19:16:33,572: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
  107. x==========x]
  108. [2023-08-28 19:16:33,572: INFO: main: >>>>>> stage Data Validation stage started <<<<<<]
  109. [2023-08-28 19:16:33,575: INFO: common: yaml file: config\config.yaml loaded successfully]
  110. [2023-08-28 19:16:33,575: INFO: common: yaml file: params.yaml loaded successfully]
  111. [2023-08-28 19:16:33,583: INFO: common: yaml file: schema.yaml loaded successfully]
  112. [2023-08-28 19:16:33,583: INFO: common: created directory at: artifacts]
  113. [2023-08-28 19:16:33,583: INFO: common: created directory at: artifacts/data_validation]
  114. [2023-08-28 19:16:33,617: INFO: main: >>>>>> stage Data Validation stage completed <<<<<<
  115. x==========x]
  116. [2023-08-28 19:25:08,209: INFO: common: yaml file: config\config.yaml loaded successfully]
  117. [2023-08-28 19:25:08,214: INFO: common: yaml file: params.yaml loaded successfully]
  118. [2023-08-28 19:25:08,214: INFO: common: yaml file: schema.yaml loaded successfully]
  119. [2023-08-28 19:25:08,220: INFO: common: created directory at: artifacts]
  120. [2023-08-28 19:25:08,221: INFO: common: created directory at: artifacts/data_transformation]
  121. [2023-08-28 19:25:08,254: INFO: 2261784035: Splited data into training and test sets]
  122. [2023-08-28 19:25:08,254: INFO: 2261784035: (1199, 12)]
  123. [2023-08-28 19:25:08,254: INFO: 2261784035: (400, 12)]
  124. [2023-08-28 19:42:26,212: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
  125. [2023-08-28 19:42:26,222: INFO: common: yaml file: config\config.yaml loaded successfully]
  126. [2023-08-28 19:42:26,225: INFO: common: yaml file: params.yaml loaded successfully]
  127. [2023-08-28 19:42:26,227: INFO: common: yaml file: schema.yaml loaded successfully]
  128. [2023-08-28 19:42:26,228: INFO: common: created directory at: artifacts]
  129. [2023-08-28 19:42:26,229: INFO: common: created directory at: artifacts/data_ingestion]
  130. [2023-08-28 19:42:26,229: INFO: data_ingestion: File already exists of size: ~ 23 KB]
  131. [2023-08-28 19:42:26,241: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
  132. x==========x]
  133. [2023-08-28 19:42:26,242: INFO: main: >>>>>> stage Data Validation stage started <<<<<<]
  134. [2023-08-28 19:42:26,246: INFO: common: yaml file: config\config.yaml loaded successfully]
  135. [2023-08-28 19:42:26,250: INFO: common: yaml file: params.yaml loaded successfully]
  136. [2023-08-28 19:42:26,254: INFO: common: yaml file: schema.yaml loaded successfully]
  137. [2023-08-28 19:42:26,255: INFO: common: created directory at: artifacts]
  138. [2023-08-28 19:42:26,256: INFO: common: created directory at: artifacts/data_validation]
  139. [2023-08-28 19:42:26,284: INFO: main: >>>>>> stage Data Validation stage completed <<<<<<
  140. x==========x]
  141. [2023-08-28 19:42:26,287: INFO: main: >>>>>> stage Data Transformation stage started <<<<<<]
  142. [2023-08-28 19:42:26,298: INFO: common: yaml file: config\config.yaml loaded successfully]
  143. [2023-08-28 19:42:26,300: INFO: common: yaml file: params.yaml loaded successfully]
  144. [2023-08-28 19:42:26,304: INFO: common: yaml file: schema.yaml loaded successfully]
  145. [2023-08-28 19:42:26,307: INFO: common: created directory at: artifacts]
  146. [2023-08-28 19:42:26,308: INFO: common: created directory at: artifacts/data_transformation]
  147. [2023-08-28 19:42:26,336: INFO: data_transformation: Splited data into training and test sets]
  148. [2023-08-28 19:42:26,337: INFO: data_transformation: (1199, 12)]
  149. [2023-08-28 19:42:26,337: INFO: data_transformation: (400, 12)]
  150. [2023-08-28 19:42:26,339: INFO: main: >>>>>> stage Data Transformation stage completed <<<<<<
  151. x==========x]
  152. [2023-08-28 20:57:18,163: INFO: common: yaml file: config\config.yaml loaded successfully]
  153. [2023-08-28 20:57:18,168: INFO: common: yaml file: params.yaml loaded successfully]
  154. [2023-08-28 20:57:18,173: INFO: common: yaml file: schema.yaml loaded successfully]
  155. [2023-08-28 20:57:18,175: INFO: common: created directory at: artifacts]
  156. [2023-08-28 20:58:41,442: INFO: common: yaml file: config\config.yaml loaded successfully]
  157. [2023-08-28 20:58:41,445: INFO: common: yaml file: params.yaml loaded successfully]
  158. [2023-08-28 20:58:41,448: INFO: common: yaml file: schema.yaml loaded successfully]
  159. [2023-08-28 20:58:41,450: INFO: common: created directory at: artifacts]
  160. [2023-08-28 21:06:11,878: INFO: common: yaml file: config\config.yaml loaded successfully]
  161. [2023-08-28 21:06:11,880: INFO: common: yaml file: params.yaml loaded successfully]
  162. [2023-08-28 21:06:11,883: INFO: common: yaml file: schema.yaml loaded successfully]
  163. [2023-08-28 21:06:11,884: INFO: common: created directory at: artifacts]
  164. [2023-08-28 21:06:11,887: INFO: common: created directory at: artifacts/model_trainer]
  165. [2023-08-28 21:15:28,859: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
  166. [2023-08-28 21:15:28,864: INFO: common: yaml file: config\config.yaml loaded successfully]
  167. [2023-08-28 21:15:28,864: INFO: common: yaml file: params.yaml loaded successfully]
  168. [2023-08-28 21:15:28,864: INFO: common: yaml file: schema.yaml loaded successfully]
  169. [2023-08-28 21:15:28,864: INFO: common: created directory at: artifacts]
  170. [2023-08-28 21:15:28,864: INFO: common: created directory at: artifacts/data_ingestion]
  171. [2023-08-28 21:15:30,060: INFO: data_ingestion: artifacts/data_ingestion/data.zip download! with following info:
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  197. [2023-08-28 21:15:30,079: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
  198. x==========x]
  199. [2023-08-28 21:15:30,079: INFO: main: >>>>>> stage Data Validation stage started <<<<<<]
  200. [2023-08-28 21:15:30,083: INFO: common: yaml file: config\config.yaml loaded successfully]
  201. [2023-08-28 21:15:30,084: INFO: common: yaml file: params.yaml loaded successfully]
  202. [2023-08-28 21:15:30,088: INFO: common: yaml file: schema.yaml loaded successfully]
  203. [2023-08-28 21:15:30,091: INFO: common: created directory at: artifacts]
  204. [2023-08-28 21:15:30,092: INFO: common: created directory at: artifacts/data_validation]
  205. [2023-08-28 21:15:30,121: INFO: main: >>>>>> stage Data Validation stage completed <<<<<<
  206. x==========x]
  207. [2023-08-28 21:15:30,123: INFO: main: >>>>>> stage Data Transformation stage started <<<<<<]
  208. [2023-08-28 21:15:30,138: INFO: common: yaml file: config\config.yaml loaded successfully]
  209. [2023-08-28 21:15:30,139: INFO: common: yaml file: params.yaml loaded successfully]
  210. [2023-08-28 21:15:30,143: INFO: common: yaml file: schema.yaml loaded successfully]
  211. [2023-08-28 21:15:30,147: INFO: common: created directory at: artifacts]
  212. [2023-08-28 21:15:30,147: INFO: common: created directory at: artifacts/data_transformation]
  213. [2023-08-28 21:15:30,184: INFO: data_transformation: Splited data into training and test sets]
  214. [2023-08-28 21:15:30,184: INFO: data_transformation: (1199, 12)]
  215. [2023-08-28 21:15:30,185: INFO: data_transformation: (400, 12)]
  216. [2023-08-28 21:15:30,186: INFO: main: >>>>>> stage Data Transformation stage completed <<<<<<
  217. x==========x]
  218. [2023-08-28 21:15:30,188: INFO: main: >>>>>> stage Model Trainer stage started <<<<<<]
  219. [2023-08-28 21:15:30,194: INFO: common: yaml file: config\config.yaml loaded successfully]
  220. [2023-08-28 21:15:30,197: INFO: common: yaml file: params.yaml loaded successfully]
  221. [2023-08-28 21:15:30,204: INFO: common: yaml file: schema.yaml loaded successfully]
  222. [2023-08-28 21:15:30,204: INFO: common: created directory at: artifacts]
  223. [2023-08-28 21:15:30,208: INFO: common: created directory at: artifacts/model_trainer]
  224. [2023-08-28 21:15:30,259: INFO: main: >>>>>> stage Model Trainer stage completed <<<<<<
  225. x==========x]
  226. [2023-08-28 22:29:09,593: INFO: common: yaml file: config\config.yaml loaded successfully]
  227. [2023-08-28 22:29:09,609: INFO: common: yaml file: params.yaml loaded successfully]
  228. [2023-08-28 22:29:09,625: INFO: common: yaml file: schema.yaml loaded successfully]
  229. [2023-08-28 22:29:09,625: INFO: common: created directory at: artifacts]
  230. [2023-08-28 22:29:09,625: INFO: common: created directory at: artifacts/model_evaluation]
  231. [2023-08-28 22:29:11,837: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  232. [2023-08-28 22:35:12,128: INFO: common: yaml file: config\config.yaml loaded successfully]
  233. [2023-08-28 22:35:12,130: INFO: common: yaml file: params.yaml loaded successfully]
  234. [2023-08-28 22:35:12,133: INFO: common: yaml file: schema.yaml loaded successfully]
  235. [2023-08-28 22:35:12,138: INFO: common: created directory at: artifacts]
  236. [2023-08-28 22:35:12,138: INFO: common: created directory at: artifacts/model_evaluation]
  237. [2023-08-28 22:35:12,713: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  238. [2023-08-28 23:54:30,790: INFO: common: yaml file: config\config.yaml loaded successfully]
  239. [2023-08-28 23:54:30,800: INFO: common: yaml file: params.yaml loaded successfully]
  240. [2023-08-28 23:54:30,806: INFO: common: yaml file: schema.yaml loaded successfully]
  241. [2023-08-28 23:54:30,813: INFO: common: created directory at: artifacts]
  242. [2023-08-28 23:54:30,815: INFO: common: created directory at: artifacts/data_ingestion]
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  270. [2023-08-28 23:55:57,998: INFO: common: yaml file: params.yaml loaded successfully]
  271. [2023-08-28 23:55:58,001: INFO: common: yaml file: schema.yaml loaded successfully]
  272. [2023-08-28 23:55:58,001: INFO: common: created directory at: artifacts]
  273. [2023-08-28 23:55:58,001: INFO: common: created directory at: artifacts/data_validation]
  274. [2023-08-28 23:56:02,466: INFO: common: yaml file: config\config.yaml loaded successfully]
  275. [2023-08-28 23:56:02,468: INFO: common: yaml file: params.yaml loaded successfully]
  276. [2023-08-28 23:56:02,470: INFO: common: yaml file: schema.yaml loaded successfully]
  277. [2023-08-28 23:56:02,476: INFO: common: created directory at: artifacts]
  278. [2023-08-28 23:56:02,478: INFO: common: created directory at: artifacts/data_validation]
  279. [2023-08-28 23:56:49,799: INFO: common: yaml file: config\config.yaml loaded successfully]
  280. [2023-08-28 23:56:49,803: INFO: common: yaml file: params.yaml loaded successfully]
  281. [2023-08-28 23:56:49,807: INFO: common: yaml file: schema.yaml loaded successfully]
  282. [2023-08-28 23:56:49,811: INFO: common: created directory at: artifacts]
  283. [2023-08-28 23:56:49,813: INFO: common: created directory at: artifacts/data_transformation]
  284. [2023-08-28 23:56:49,847: INFO: 2261784035: Splited data into training and test sets]
  285. [2023-08-28 23:56:49,851: INFO: 2261784035: (1199, 12)]
  286. [2023-08-28 23:56:49,854: INFO: 2261784035: (400, 12)]
  287. [2023-08-28 23:58:14,415: INFO: common: yaml file: config\config.yaml loaded successfully]
  288. [2023-08-28 23:58:14,418: INFO: common: yaml file: params.yaml loaded successfully]
  289. [2023-08-28 23:58:14,421: INFO: common: yaml file: schema.yaml loaded successfully]
  290. [2023-08-28 23:58:14,421: INFO: common: created directory at: artifacts]
  291. [2023-08-28 23:58:14,421: INFO: common: created directory at: artifacts/model_trainer]
  292. [2023-08-29 00:03:39,615: INFO: common: yaml file: config\config.yaml loaded successfully]
  293. [2023-08-29 00:03:39,620: INFO: common: yaml file: params.yaml loaded successfully]
  294. [2023-08-29 00:03:39,624: INFO: common: yaml file: schema.yaml loaded successfully]
  295. [2023-08-29 00:03:39,628: INFO: common: created directory at: artifacts]
  296. [2023-08-29 00:03:39,628: INFO: common: created directory at: artifacts/model_evaluation]
  297. [2023-08-29 00:03:41,224: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  298. [2023-08-29 00:34:12,409: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
  299. [2023-08-29 00:34:12,416: INFO: common: yaml file: config\config.yaml loaded successfully]
  300. [2023-08-29 00:34:12,416: INFO: common: yaml file: params.yaml loaded successfully]
  301. [2023-08-29 00:34:12,421: INFO: common: yaml file: schema.yaml loaded successfully]
  302. [2023-08-29 00:34:12,421: INFO: common: created directory at: artifacts]
  303. [2023-08-29 00:34:12,421: INFO: common: created directory at: artifacts/data_ingestion]
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  330. [2023-08-29 00:34:14,125: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
  331. x==========x]
  332. [2023-08-29 00:34:14,125: INFO: main: >>>>>> stage Data Validation stage started <<<<<<]
  333. [2023-08-29 00:34:14,127: INFO: common: yaml file: config\config.yaml loaded successfully]
  334. [2023-08-29 00:34:14,133: INFO: common: yaml file: params.yaml loaded successfully]
  335. [2023-08-29 00:34:14,134: INFO: common: yaml file: schema.yaml loaded successfully]
  336. [2023-08-29 00:34:14,134: INFO: common: created directory at: artifacts]
  337. [2023-08-29 00:34:14,134: INFO: common: created directory at: artifacts/data_validation]
  338. [2023-08-29 00:34:14,168: INFO: main: >>>>>> stage Data Validation stage completed <<<<<<
  339. x==========x]
  340. [2023-08-29 00:34:14,169: INFO: main: >>>>>> stage Data Transformation stage started <<<<<<]
  341. [2023-08-29 00:34:14,174: INFO: common: yaml file: config\config.yaml loaded successfully]
  342. [2023-08-29 00:34:14,176: INFO: common: yaml file: params.yaml loaded successfully]
  343. [2023-08-29 00:34:14,176: INFO: common: yaml file: schema.yaml loaded successfully]
  344. [2023-08-29 00:34:14,176: INFO: common: created directory at: artifacts]
  345. [2023-08-29 00:34:14,176: INFO: common: created directory at: artifacts/data_transformation]
  346. [2023-08-29 00:34:14,208: INFO: data_transformation: Splited data into training and test sets]
  347. [2023-08-29 00:34:14,213: INFO: data_transformation: (1199, 12)]
  348. [2023-08-29 00:34:14,213: INFO: data_transformation: (400, 12)]
  349. [2023-08-29 00:34:14,213: INFO: main: >>>>>> stage Data Transformation stage completed <<<<<<
  350. x==========x]
  351. [2023-08-29 00:34:14,215: INFO: main: >>>>>> stage Model Trainer stage started <<<<<<]
  352. [2023-08-29 00:34:14,216: INFO: common: yaml file: config\config.yaml loaded successfully]
  353. [2023-08-29 00:34:14,216: INFO: common: yaml file: params.yaml loaded successfully]
  354. [2023-08-29 00:34:14,223: INFO: common: yaml file: schema.yaml loaded successfully]
  355. [2023-08-29 00:34:14,223: INFO: common: created directory at: artifacts]
  356. [2023-08-29 00:34:14,223: INFO: common: created directory at: artifacts/model_trainer]
  357. [2023-08-29 00:34:14,283: INFO: main: >>>>>> stage Model Trainer stage completed <<<<<<
  358. x==========x]
  359. [2023-08-29 00:34:14,284: INFO: main: >>>>>> stage Model evaluation stage started <<<<<<]
  360. [2023-08-29 00:34:14,285: INFO: common: yaml file: config\config.yaml loaded successfully]
  361. [2023-08-29 00:34:14,285: INFO: common: yaml file: params.yaml loaded successfully]
  362. [2023-08-29 00:34:14,290: INFO: common: yaml file: schema.yaml loaded successfully]
  363. [2023-08-29 00:34:14,290: INFO: common: created directory at: artifacts]
  364. [2023-08-29 00:34:14,290: INFO: common: created directory at: artifacts/model_evaluation]
  365. [2023-08-29 00:34:14,557: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  366. [2023-08-29 00:34:18,450: INFO: main: >>>>>> stage Model evaluation stage completed <<<<<<
  367. x==========x]
  368. [2023-08-29 00:35:16,172: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
  369. [2023-08-29 00:35:16,175: INFO: common: yaml file: config\config.yaml loaded successfully]
  370. [2023-08-29 00:35:16,189: INFO: common: yaml file: params.yaml loaded successfully]
  371. [2023-08-29 00:35:16,189: INFO: common: yaml file: schema.yaml loaded successfully]
  372. [2023-08-29 00:35:16,189: INFO: common: created directory at: artifacts]
  373. [2023-08-29 00:35:16,189: INFO: common: created directory at: artifacts/data_ingestion]
  374. [2023-08-29 00:35:16,196: INFO: data_ingestion: File already exists of size: ~ 23 KB]
  375. [2023-08-29 00:35:16,200: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
  376. x==========x]
  377. [2023-08-29 00:35:16,202: INFO: main: >>>>>> stage Data Validation stage started <<<<<<]
  378. [2023-08-29 00:35:16,205: INFO: common: yaml file: config\config.yaml loaded successfully]
  379. [2023-08-29 00:35:16,205: INFO: common: yaml file: params.yaml loaded successfully]
  380. [2023-08-29 00:35:16,205: INFO: common: yaml file: schema.yaml loaded successfully]
  381. [2023-08-29 00:35:16,205: INFO: common: created directory at: artifacts]
  382. [2023-08-29 00:35:16,213: INFO: common: created directory at: artifacts/data_validation]
  383. [2023-08-29 00:35:16,238: INFO: main: >>>>>> stage Data Validation stage completed <<<<<<
  384. x==========x]
  385. [2023-08-29 00:35:16,238: INFO: main: >>>>>> stage Data Transformation stage started <<<<<<]
  386. [2023-08-29 00:35:16,240: INFO: common: yaml file: config\config.yaml loaded successfully]
  387. [2023-08-29 00:35:16,246: INFO: common: yaml file: params.yaml loaded successfully]
  388. [2023-08-29 00:35:16,246: INFO: common: yaml file: schema.yaml loaded successfully]
  389. [2023-08-29 00:35:16,246: INFO: common: created directory at: artifacts]
  390. [2023-08-29 00:35:16,250: INFO: common: created directory at: artifacts/data_transformation]
  391. [2023-08-29 00:35:16,272: INFO: data_transformation: Splited data into training and test sets]
  392. [2023-08-29 00:35:16,272: INFO: data_transformation: (1199, 12)]
  393. [2023-08-29 00:35:16,272: INFO: data_transformation: (400, 12)]
  394. [2023-08-29 00:35:16,272: INFO: main: >>>>>> stage Data Transformation stage completed <<<<<<
  395. x==========x]
  396. [2023-08-29 00:35:16,272: INFO: main: >>>>>> stage Model Trainer stage started <<<<<<]
  397. [2023-08-29 00:35:16,279: INFO: common: yaml file: config\config.yaml loaded successfully]
  398. [2023-08-29 00:35:16,279: INFO: common: yaml file: params.yaml loaded successfully]
  399. [2023-08-29 00:35:16,285: INFO: common: yaml file: schema.yaml loaded successfully]
  400. [2023-08-29 00:35:16,287: INFO: common: created directory at: artifacts]
  401. [2023-08-29 00:35:16,287: INFO: common: created directory at: artifacts/model_trainer]
  402. [2023-08-29 00:35:16,337: INFO: main: >>>>>> stage Model Trainer stage completed <<<<<<
  403. x==========x]
  404. [2023-08-29 00:35:16,337: INFO: main: >>>>>> stage Model evaluation stage started <<<<<<]
  405. [2023-08-29 00:35:16,344: INFO: common: yaml file: config\config.yaml loaded successfully]
  406. [2023-08-29 00:35:16,344: INFO: common: yaml file: params.yaml loaded successfully]
  407. [2023-08-29 00:35:16,344: INFO: common: yaml file: schema.yaml loaded successfully]
  408. [2023-08-29 00:35:16,344: INFO: common: created directory at: artifacts]
  409. [2023-08-29 00:35:16,344: INFO: common: created directory at: artifacts/model_evaluation]
  410. [2023-08-29 00:35:16,568: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  411. [2023-08-29 00:35:20,607: INFO: main: >>>>>> stage Model evaluation stage completed <<<<<<
  412. x==========x]
  413. [2023-08-29 00:36:49,319: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
  414. [2023-08-29 00:36:49,319: INFO: common: yaml file: config\config.yaml loaded successfully]
  415. [2023-08-29 00:36:49,319: INFO: common: yaml file: params.yaml loaded successfully]
  416. [2023-08-29 00:36:49,329: INFO: common: yaml file: schema.yaml loaded successfully]
  417. [2023-08-29 00:36:49,329: INFO: common: created directory at: artifacts]
  418. [2023-08-29 00:36:49,329: INFO: common: created directory at: artifacts/data_ingestion]
  419. [2023-08-29 00:36:49,329: INFO: data_ingestion: File already exists of size: ~ 23 KB]
  420. [2023-08-29 00:36:49,337: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
  421. x==========x]
  422. [2023-08-29 00:36:49,339: INFO: main: >>>>>> stage Data Validation stage started <<<<<<]
  423. [2023-08-29 00:36:49,343: INFO: common: yaml file: config\config.yaml loaded successfully]
  424. [2023-08-29 00:36:49,346: INFO: common: yaml file: params.yaml loaded successfully]
  425. [2023-08-29 00:36:49,350: INFO: common: yaml file: schema.yaml loaded successfully]
  426. [2023-08-29 00:36:49,350: INFO: common: created directory at: artifacts]
  427. [2023-08-29 00:36:49,354: INFO: common: created directory at: artifacts/data_validation]
  428. [2023-08-29 00:36:49,378: INFO: main: >>>>>> stage Data Validation stage completed <<<<<<
  429. x==========x]
  430. [2023-08-29 00:36:49,378: INFO: main: >>>>>> stage Data Transformation stage started <<<<<<]
  431. [2023-08-29 00:36:49,386: INFO: common: yaml file: config\config.yaml loaded successfully]
  432. [2023-08-29 00:36:49,386: INFO: common: yaml file: params.yaml loaded successfully]
  433. [2023-08-29 00:36:49,394: INFO: common: yaml file: schema.yaml loaded successfully]
  434. [2023-08-29 00:36:49,394: INFO: common: created directory at: artifacts]
  435. [2023-08-29 00:36:49,394: INFO: common: created directory at: artifacts/data_transformation]
  436. [2023-08-29 00:36:49,428: INFO: data_transformation: Splited data into training and test sets]
  437. [2023-08-29 00:36:49,428: INFO: data_transformation: (1199, 12)]
  438. [2023-08-29 00:36:49,436: INFO: data_transformation: (400, 12)]
  439. [2023-08-29 00:36:49,439: INFO: main: >>>>>> stage Data Transformation stage completed <<<<<<
  440. x==========x]
  441. [2023-08-29 00:36:49,440: INFO: main: >>>>>> stage Model Trainer stage started <<<<<<]
  442. [2023-08-29 00:36:49,445: INFO: common: yaml file: config\config.yaml loaded successfully]
  443. [2023-08-29 00:36:49,445: INFO: common: yaml file: params.yaml loaded successfully]
  444. [2023-08-29 00:36:49,451: INFO: common: yaml file: schema.yaml loaded successfully]
  445. [2023-08-29 00:36:49,453: INFO: common: created directory at: artifacts]
  446. [2023-08-29 00:36:49,454: INFO: common: created directory at: artifacts/model_trainer]
  447. [2023-08-29 00:36:49,543: INFO: main: >>>>>> stage Model Trainer stage completed <<<<<<
  448. x==========x]
  449. [2023-08-29 00:36:49,543: INFO: main: >>>>>> stage Model evaluation stage started <<<<<<]
  450. [2023-08-29 00:36:49,547: INFO: common: yaml file: config\config.yaml loaded successfully]
  451. [2023-08-29 00:36:49,547: INFO: common: yaml file: params.yaml loaded successfully]
  452. [2023-08-29 00:36:49,551: INFO: common: yaml file: schema.yaml loaded successfully]
  453. [2023-08-29 00:36:49,551: INFO: common: created directory at: artifacts]
  454. [2023-08-29 00:36:49,551: INFO: common: created directory at: artifacts/model_evaluation]
  455. [2023-08-29 00:36:49,772: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  456. [2023-08-29 00:36:53,472: INFO: main: >>>>>> stage Model evaluation stage completed <<<<<<
  457. x==========x]
  458. [2023-08-29 00:38:51,646: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
  459. [2023-08-29 00:38:51,646: INFO: common: yaml file: config\config.yaml loaded successfully]
  460. [2023-08-29 00:38:51,646: INFO: common: yaml file: params.yaml loaded successfully]
  461. [2023-08-29 00:38:51,658: INFO: common: yaml file: schema.yaml loaded successfully]
  462. [2023-08-29 00:38:51,658: INFO: common: created directory at: artifacts]
  463. [2023-08-29 00:38:51,658: INFO: common: created directory at: artifacts/data_ingestion]
  464. [2023-08-29 00:38:51,658: INFO: data_ingestion: File already exists of size: ~ 23 KB]
  465. [2023-08-29 00:38:51,658: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
  466. x==========x]
  467. [2023-08-29 00:38:51,658: INFO: main: >>>>>> stage Data Validation stage started <<<<<<]
  468. [2023-08-29 00:38:51,666: INFO: common: yaml file: config\config.yaml loaded successfully]
  469. [2023-08-29 00:38:51,666: INFO: common: yaml file: params.yaml loaded successfully]
  470. [2023-08-29 00:38:51,666: INFO: common: yaml file: schema.yaml loaded successfully]
  471. [2023-08-29 00:38:51,666: INFO: common: created directory at: artifacts]
  472. [2023-08-29 00:38:51,674: INFO: common: created directory at: artifacts/data_validation]
  473. [2023-08-29 00:38:51,691: INFO: main: >>>>>> stage Data Validation stage completed <<<<<<
  474. x==========x]
  475. [2023-08-29 00:38:51,691: INFO: main: >>>>>> stage Data Transformation stage started <<<<<<]
  476. [2023-08-29 00:38:51,691: INFO: common: yaml file: config\config.yaml loaded successfully]
  477. [2023-08-29 00:38:51,700: INFO: common: yaml file: params.yaml loaded successfully]
  478. [2023-08-29 00:38:51,700: INFO: common: yaml file: schema.yaml loaded successfully]
  479. [2023-08-29 00:38:51,700: INFO: common: created directory at: artifacts]
  480. [2023-08-29 00:38:51,700: INFO: common: created directory at: artifacts/data_transformation]
  481. [2023-08-29 00:38:51,732: INFO: data_transformation: Splited data into training and test sets]
  482. [2023-08-29 00:38:51,732: INFO: data_transformation: (1199, 12)]
  483. [2023-08-29 00:38:51,732: INFO: data_transformation: (400, 12)]
  484. [2023-08-29 00:38:51,732: INFO: main: >>>>>> stage Data Transformation stage completed <<<<<<
  485. x==========x]
  486. [2023-08-29 00:38:51,732: INFO: main: >>>>>> stage Model Trainer stage started <<<<<<]
  487. [2023-08-29 00:38:51,732: INFO: common: yaml file: config\config.yaml loaded successfully]
  488. [2023-08-29 00:38:51,740: INFO: common: yaml file: params.yaml loaded successfully]
  489. [2023-08-29 00:38:51,740: INFO: common: yaml file: schema.yaml loaded successfully]
  490. [2023-08-29 00:38:51,740: INFO: common: created directory at: artifacts]
  491. [2023-08-29 00:38:51,740: INFO: common: created directory at: artifacts/model_trainer]
  492. [2023-08-29 00:38:51,790: INFO: main: >>>>>> stage Model Trainer stage completed <<<<<<
  493. x==========x]
  494. [2023-08-29 00:38:51,790: INFO: main: >>>>>> stage Model evaluation stage started <<<<<<]
  495. [2023-08-29 00:38:51,790: INFO: common: yaml file: config\config.yaml loaded successfully]
  496. [2023-08-29 00:38:51,790: INFO: common: yaml file: params.yaml loaded successfully]
  497. [2023-08-29 00:38:51,798: INFO: common: yaml file: schema.yaml loaded successfully]
  498. [2023-08-29 00:38:51,798: INFO: common: created directory at: artifacts]
  499. [2023-08-29 00:38:51,798: INFO: common: created directory at: artifacts/model_evaluation]
  500. [2023-08-29 00:38:52,046: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  501. [2023-08-29 00:38:55,776: INFO: main: >>>>>> stage Model evaluation stage completed <<<<<<
  502. x==========x]
  503. [2023-08-29 00:42:56,220: INFO: common: yaml file: config\config.yaml loaded successfully]
  504. [2023-08-29 00:42:56,220: INFO: common: yaml file: params.yaml loaded successfully]
  505. [2023-08-29 00:42:56,220: INFO: common: yaml file: schema.yaml loaded successfully]
  506. [2023-08-29 00:42:56,229: INFO: common: created directory at: artifacts]
  507. [2023-08-29 00:42:56,230: INFO: common: created directory at: artifacts/model_evaluation]
  508. [2023-08-29 00:42:57,595: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  509. [2023-08-29 00:44:34,558: INFO: common: yaml file: config\config.yaml loaded successfully]
  510. [2023-08-29 00:44:34,558: INFO: common: yaml file: params.yaml loaded successfully]
  511. [2023-08-29 00:44:34,566: INFO: common: yaml file: schema.yaml loaded successfully]
  512. [2023-08-29 00:44:34,574: INFO: common: created directory at: artifacts]
  513. [2023-08-29 00:44:34,574: INFO: common: created directory at: artifacts/model_evaluation]
  514. [2023-08-29 00:44:35,384: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  515. [2023-08-29 00:45:00,768: INFO: common: yaml file: config\config.yaml loaded successfully]
  516. [2023-08-29 00:45:00,773: INFO: common: yaml file: params.yaml loaded successfully]
  517. [2023-08-29 00:45:00,781: INFO: common: yaml file: schema.yaml loaded successfully]
  518. [2023-08-29 00:45:00,781: INFO: common: created directory at: artifacts]
  519. [2023-08-29 00:45:00,781: INFO: common: created directory at: artifacts/model_evaluation]
  520. [2023-08-29 00:45:01,396: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  521. [2023-08-29 00:45:25,924: INFO: common: yaml file: config\config.yaml loaded successfully]
  522. [2023-08-29 00:45:25,932: INFO: common: yaml file: params.yaml loaded successfully]
  523. [2023-08-29 00:45:25,932: INFO: common: yaml file: schema.yaml loaded successfully]
  524. [2023-08-29 00:45:25,932: INFO: common: created directory at: artifacts]
  525. [2023-08-29 00:45:25,932: INFO: common: created directory at: artifacts/model_evaluation]
  526. [2023-08-29 00:45:26,473: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  527. [2023-08-29 00:47:28,788: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
  528. [2023-08-29 00:47:28,796: INFO: common: yaml file: config\config.yaml loaded successfully]
  529. [2023-08-29 00:47:28,796: INFO: common: yaml file: params.yaml loaded successfully]
  530. [2023-08-29 00:47:28,796: INFO: common: yaml file: schema.yaml loaded successfully]
  531. [2023-08-29 00:47:28,796: INFO: common: created directory at: artifacts]
  532. [2023-08-29 00:47:28,796: INFO: common: created directory at: artifacts/data_ingestion]
  533. [2023-08-29 00:47:28,796: INFO: data_ingestion: File already exists of size: ~ 23 KB]
  534. [2023-08-29 00:47:28,804: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
  535. x==========x]
  536. [2023-08-29 00:47:28,804: INFO: main: >>>>>> stage Data Validation stage started <<<<<<]
  537. [2023-08-29 00:47:28,813: INFO: common: yaml file: config\config.yaml loaded successfully]
  538. [2023-08-29 00:47:28,813: INFO: common: yaml file: params.yaml loaded successfully]
  539. [2023-08-29 00:47:28,816: INFO: common: yaml file: schema.yaml loaded successfully]
  540. [2023-08-29 00:47:28,818: INFO: common: created directory at: artifacts]
  541. [2023-08-29 00:47:28,818: INFO: common: created directory at: artifacts/data_validation]
  542. [2023-08-29 00:47:28,845: INFO: main: >>>>>> stage Data Validation stage completed <<<<<<
  543. x==========x]
  544. [2023-08-29 00:47:28,845: INFO: main: >>>>>> stage Data Transformation stage started <<<<<<]
  545. [2023-08-29 00:47:28,854: INFO: common: yaml file: config\config.yaml loaded successfully]
  546. [2023-08-29 00:47:28,854: INFO: common: yaml file: params.yaml loaded successfully]
  547. [2023-08-29 00:47:28,862: INFO: common: yaml file: schema.yaml loaded successfully]
  548. [2023-08-29 00:47:28,862: INFO: common: created directory at: artifacts]
  549. [2023-08-29 00:47:28,862: INFO: common: created directory at: artifacts/data_transformation]
  550. [2023-08-29 00:47:28,887: INFO: data_transformation: Splited data into training and test sets]
  551. [2023-08-29 00:47:28,887: INFO: data_transformation: (1199, 12)]
  552. [2023-08-29 00:47:28,887: INFO: data_transformation: (400, 12)]
  553. [2023-08-29 00:47:28,892: INFO: main: >>>>>> stage Data Transformation stage completed <<<<<<
  554. x==========x]
  555. [2023-08-29 00:47:28,892: INFO: main: >>>>>> stage Model Trainer stage started <<<<<<]
  556. [2023-08-29 00:47:28,896: INFO: common: yaml file: config\config.yaml loaded successfully]
  557. [2023-08-29 00:47:28,896: INFO: common: yaml file: params.yaml loaded successfully]
  558. [2023-08-29 00:47:28,896: INFO: common: yaml file: schema.yaml loaded successfully]
  559. [2023-08-29 00:47:28,896: INFO: common: created directory at: artifacts]
  560. [2023-08-29 00:47:28,904: INFO: common: created directory at: artifacts/model_trainer]
  561. [2023-08-29 00:47:28,963: INFO: main: >>>>>> stage Model Trainer stage completed <<<<<<
  562. x==========x]
  563. [2023-08-29 00:47:28,965: INFO: main: >>>>>> stage Model evaluation stage started <<<<<<]
  564. [2023-08-29 00:47:28,965: INFO: common: yaml file: config\config.yaml loaded successfully]
  565. [2023-08-29 00:47:28,965: INFO: common: yaml file: params.yaml loaded successfully]
  566. [2023-08-29 00:47:28,974: INFO: common: yaml file: schema.yaml loaded successfully]
  567. [2023-08-29 00:47:28,974: INFO: common: created directory at: artifacts]
  568. [2023-08-29 00:47:28,974: INFO: common: created directory at: artifacts/model_evaluation]
  569. [2023-08-29 00:47:29,251: INFO: common: json file saved at: artifacts\model_evaluation\metrics.json]
  570. [2023-08-29 00:47:32,931: INFO: main: >>>>>> stage Model evaluation stage completed <<<<<<
  571. x==========x]
  572. [2023-08-29 00:59:59,190: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
  573. * Running on all addresses (0.0.0.0)
  574. * Running on http://127.0.0.1:8080
  575. * Running on http://192.168.1.6:8080]
  576. [2023-08-29 00:59:59,190: INFO: _internal: Press CTRL+C to quit]
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  593. [2023-08-29 01:01:56,769: INFO: _internal: 127.0.0.1 - - [29/Aug/2023 01:01:56] "GET /static/fonts/Nunito/Nunito-Bold.ttf HTTP/1.1" 404 -]
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  595. [2023-08-29 01:02:10,715: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
  596. * Running on all addresses (0.0.0.0)
  597. * Running on http://127.0.0.1:8080
  598. * Running on http://192.168.1.6:8080]
  599. [2023-08-29 01:02:10,715: INFO: _internal: Press CTRL+C to quit]
  600. [2023-08-29 01:02:13,487: INFO: _internal: 127.0.0.1 - - [29/Aug/2023 01:02:13] "GET / HTTP/1.1" 200 -]
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  605. [2023-08-29 01:02:13,685: INFO: _internal: 127.0.0.1 - - [29/Aug/2023 01:02:13] "GET /static/assets/img/wine.jpg HTTP/1.1" 404 -]
  606. [2023-08-29 01:02:13,712: INFO: _internal: 127.0.0.1 - - [29/Aug/2023 01:02:13] "GET /static/assets/img/form-v9.jpg HTTP/1.1" 304 -]
  607. [2023-08-29 01:02:13,753: INFO: _internal: 127.0.0.1 - - [29/Aug/2023 01:02:13] "GET /static/fonts/Nunito/Nunito-Bold.ttf HTTP/1.1" 404 -]
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