[2024-03-06 23:33:52,488:INFO:main: welcome to our customer login] [2024-03-09 21:43:22,701:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-09 22:18:47,428:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-09 22:18:47,430:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-09 22:22:34,682:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-09 22:22:34,684:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-09 22:23:30,010:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-09 22:23:30,013:INFO:common: created directory at: artifacts] [2024-03-09 22:23:30,015:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-09 22:23:31,519:INFO:911900430: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: A45E:3E5A:860AC2:A0192B:65EC9409 Accept-Ranges: bytes Date: Sat, 09 Mar 2024 16:53:31 GMT Via: 1.1 varnish X-Served-By: cache-fjr990032-FJR X-Cache: MISS X-Cache-Hits: 0 X-Timer: S1710003211.024593,VS0,VE389 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: 15f35a00139e942f41d2ad9fc7909352a202d339 Expires: Sat, 09 Mar 2024 16:58:31 GMT Source-Age: 0 ] [2024-03-09 23:13:03,179:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-09 23:13:03,181:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-09 23:13:03,182:INFO:common: created directory at: artifacts] [2024-03-09 23:13:03,182:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-09 23:13:03,183:INFO:main: >>> Stage Data Ingestion Stage completed <<<<<<] [2024-03-09 23:13:57,057:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-09 23:13:57,060:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-09 23:13:57,061:INFO:common: created directory at: artifacts] [2024-03-09 23:13:57,061:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-09 23:13:58,447:INFO:data_injestion: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: 9A46:9512:6FEBA6:85CD96:65EC9FDD Accept-Ranges: bytes Date: Sat, 09 Mar 2024 17:43:58 GMT Via: 1.1 varnish X-Served-By: cache-fjr990031-FJR X-Cache: MISS X-Cache-Hits: 0 X-Timer: S1710006238.980032,VS0,VE366 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: a3e1cca9429ca0b00515aea58f10d88091dae3e7 Expires: Sat, 09 Mar 2024 17:48:58 GMT Source-Age: 0 ] [2024-03-09 23:13:58,465:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 11:59:31,874:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 11:59:31,882:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 11:59:31,885:INFO:common: created directory at: artifacts] [2024-03-10 11:59:31,885:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 11:59:34,183:INFO:data_injestion: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: 1D6C:2D51:5BBB15:6ED439:65ED534C Accept-Ranges: bytes Date: Sun, 10 Mar 2024 06:29:33 GMT Via: 1.1 varnish X-Served-By: cache-fjr990030-FJR X-Cache: MISS X-Cache-Hits: 0 X-Timer: S1710052173.942381,VS0,VE1045 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: 4155d7406fb624190f97cd55b4103751704d60f2 Expires: Sun, 10 Mar 2024 06:34:33 GMT Source-Age: 0 ] [2024-03-10 11:59:34,208:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 12:57:01,683:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 13:01:00,474:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 13:10:57,251:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:11:14,487:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 13:11:14,495:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:11:14,495:INFO:common: created directory at: artifacts] [2024-03-10 13:14:41,187:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 13:14:41,195:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:14:41,195:INFO:common: created directory at: artifacts] [2024-03-10 13:16:04,930:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 13:16:04,937:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:16:04,937:INFO:common: created directory at: artifacts] [2024-03-10 13:16:04,945:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 13:24:28,625:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 13:24:28,633:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:24:28,633:INFO:common: created directory at: artifacts] [2024-03-10 13:24:28,633:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 13:26:37,036:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:37:51,556:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:39:52,009:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:46:14,633:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:47:57,206:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 13:47:57,213:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:47:57,213:INFO:common: created directory at: artifacts] [2024-03-10 13:47:57,221:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 13:48:18,164:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 13:48:18,172:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 13:48:18,172:INFO:common: created directory at: artifacts] [2024-03-10 13:48:18,180:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 14:18:44,767:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 14:18:44,770:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 14:18:44,771:INFO:common: created directory at: artifacts] [2024-03-10 14:18:44,772:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 14:18:44,772:INFO:data_injestion: File already exists of size: ~ 229 KB] [2024-03-10 14:18:44,774:INFO:main: >>> Stage Data Ingestion Stage completed <<<<<<] [2024-03-10 14:18:44,775:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 14:18:44,777:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 14:18:44,778:INFO:common: created directory at: artifacts] [2024-03-10 14:18:44,778:ERROR:main: 'ConfigurationManager' object has no attribute 'schema'] Traceback (most recent call last): File "main.py", line 20, in data_ingestion.main() File "c:\mlops\cicd\end-to-end-ml\src\mlProject\pipeline\stage02_data_validation.py", line 13, in main data_validation_config=config.get_data_validation_config() File "c:\mlops\cicd\end-to-end-ml\src\mlProject\config\configuration.py", line 33, in get_data_validation_config schema=self.schema.COLUMNS AttributeError: 'ConfigurationManager' object has no attribute 'schema' [2024-03-10 14:19:57,595:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 14:19:57,598:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 14:19:57,602:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 14:19:57,603:INFO:common: created directory at: artifacts] [2024-03-10 14:19:57,603:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 14:19:57,603:INFO:data_injestion: File already exists of size: ~ 229 KB] [2024-03-10 14:19:57,605:INFO:main: >>> Stage Data Ingestion Stage completed <<<<<<] [2024-03-10 14:19:57,605:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 14:19:57,609:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 14:19:57,612:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 14:19:57,612:INFO:common: created directory at: artifacts] [2024-03-10 14:19:57,613:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 14:19:57,635:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 14:22:09,305:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 14:22:09,307:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 14:22:09,310:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 14:22:09,310:INFO:common: created directory at: artifacts] [2024-03-10 14:22:09,311:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 14:22:11,821:INFO:data_injestion: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: FE78:3E5A:A1AAAA:C199F3:65ED74B7 Accept-Ranges: bytes Date: Sun, 10 Mar 2024 08:52:11 GMT Via: 1.1 varnish X-Served-By: cache-fjr990023-FJR X-Cache: MISS X-Cache-Hits: 0 X-Timer: S1710060731.986671,VS0,VE638 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: a549eccdf0ca4563efb9d93e77bdf0a874ac11c8 Expires: Sun, 10 Mar 2024 08:57:11 GMT Source-Age: 0 ] [2024-03-10 14:22:11,838:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 14:22:11,838:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 14:22:11,841:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 14:22:11,843:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 14:22:11,844:INFO:common: created directory at: artifacts] [2024-03-10 14:22:11,845:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 14:22:11,872:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 16:12:58,586:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 16:12:58,591:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 16:12:58,593:INFO:common: created directory at: artifacts] [2024-03-10 16:12:58,598:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 16:15:24,296:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 16:15:24,299:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 16:15:24,300:INFO:common: created directory at: artifacts] [2024-03-10 16:15:24,302:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 16:22:36,489:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 16:22:36,494:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 16:22:36,495:INFO:common: created directory at: artifacts] [2024-03-10 16:22:36,497:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 16:25:36,210:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 16:25:36,213:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 16:25:36,215:INFO:common: created directory at: artifacts] [2024-03-10 16:25:36,216:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 16:27:14,824:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 16:27:14,828:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 16:27:14,829:INFO:common: created directory at: artifacts] [2024-03-10 16:27:14,830:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 16:30:12,816:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 16:30:12,821:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 16:30:12,822:INFO:common: created directory at: artifacts] [2024-03-10 16:30:12,824:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 16:30:12,899:INFO:3354807181: Splitted data into training and the test sets] [2024-03-10 16:30:12,901:INFO:3354807181: (7500, 12)] [2024-03-10 16:30:12,901:INFO:3354807181: (2500, 12)] [2024-03-10 17:18:22,342:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:18:22,342:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:18:22,345:INFO:common: created directory at: artifacts] [2024-03-10 17:18:22,345:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 17:19:33,472:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:19:33,474:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:19:33,474:INFO:common: created directory at: artifacts] [2024-03-10 17:19:33,474:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 17:19:59,215:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:19:59,215:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:19:59,215:INFO:common: created directory at: artifacts] [2024-03-10 17:19:59,215:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 17:24:08,382:INFO:: >>>>>> stage Data Transformation started <<<<<<<<<<] [2024-03-10 17:24:08,382:INFO:: >>>>> stage Data Transformation completed <<<<<<<] [2024-03-10 17:24:48,331:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 17:24:48,334:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:24:48,334:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:24:48,334:INFO:common: created directory at: artifacts] [2024-03-10 17:24:48,334:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 17:24:50,037:INFO:data_injestion: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: CF7E:806B:A1729B:C1D7F3:65ED9F89 Accept-Ranges: bytes Date: Sun, 10 Mar 2024 11:54:49 GMT Via: 1.1 varnish X-Served-By: cache-fjr990030-FJR X-Cache: MISS X-Cache-Hits: 0 X-Timer: S1710071689.401298,VS0,VE360 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: bc9d044248fb682c6fcf9256f737a3edc3826f6d Expires: Sun, 10 Mar 2024 11:59:49 GMT Source-Age: 0 ] [2024-03-10 17:24:50,045:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 17:24:50,045:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 17:24:50,055:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:24:50,055:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:24:50,055:INFO:common: created directory at: artifacts] [2024-03-10 17:24:50,055:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 17:24:50,086:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 17:24:50,086:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-10 17:24:50,094:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:24:50,094:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:24:50,094:INFO:common: created directory at: artifacts] [2024-03-10 17:24:50,094:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 17:24:50,119:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-10 17:28:06,122:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:28:06,129:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:28:06,129:INFO:common: created directory at: artifacts] [2024-03-10 17:28:06,137:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 17:28:06,226:INFO:3354807181: Splitted data into training and the test sets] [2024-03-10 17:28:06,226:INFO:3354807181: (7500, 12)] [2024-03-10 17:28:06,234:INFO:3354807181: (2500, 12)] [2024-03-10 17:38:49,284:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 17:38:49,284:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:38:49,292:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:38:49,293:INFO:common: created directory at: artifacts] [2024-03-10 17:38:49,295:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 17:38:50,937:INFO:data_injestion: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: CF7E:806B:A1729B:C1D7F3:65ED9F89 Accept-Ranges: bytes Date: Sun, 10 Mar 2024 12:08:50 GMT Via: 1.1 varnish X-Served-By: cache-fjr990031-FJR X-Cache: HIT X-Cache-Hits: 0 X-Timer: S1710072530.318139,VS0,VE360 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: ddbe4999d3aae2bc62bc4b31235f60de027860d3 Expires: Sun, 10 Mar 2024 12:13:50 GMT Source-Age: 0 ] [2024-03-10 17:38:50,954:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 17:38:50,954:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 17:38:50,960:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:38:50,962:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:38:50,962:INFO:common: created directory at: artifacts] [2024-03-10 17:38:50,962:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 17:38:50,996:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 17:38:50,996:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-10 17:38:51,001:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:38:51,001:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:38:51,001:INFO:common: created directory at: artifacts] [2024-03-10 17:38:51,001:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 17:38:51,026:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-10 17:41:10,140:INFO:: >>>>>> stage Data Transformation started <<<<<<<<<<] [2024-03-10 17:41:10,142:INFO:: >>>>> stage Data Transformation completed <<<<<<<] [2024-03-10 17:44:51,369:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 17:44:51,369:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:44:51,377:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:44:51,377:INFO:common: created directory at: artifacts] [2024-03-10 17:44:51,377:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 17:44:51,377:INFO:data_injestion: File already exists of size: ~ 229 KB] [2024-03-10 17:44:51,385:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 17:44:51,385:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 17:44:51,385:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:44:51,393:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:44:51,393:INFO:common: created directory at: artifacts] [2024-03-10 17:44:51,393:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 17:44:51,427:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 17:44:51,427:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-10 17:44:51,434:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:44:51,434:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:44:51,434:INFO:common: created directory at: artifacts] [2024-03-10 17:44:51,434:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 17:44:51,458:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-10 17:50:01,555:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 17:50:01,555:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:50:01,555:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:50:01,555:INFO:common: created directory at: artifacts] [2024-03-10 17:50:01,555:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 17:50:03,396:INFO:data_injestion: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: CF7E:806B:A1729B:C1D7F3:65ED9F89 Accept-Ranges: bytes Date: Sun, 10 Mar 2024 12:20:03 GMT Via: 1.1 varnish X-Served-By: cache-fjr990023-FJR X-Cache: HIT X-Cache-Hits: 1 X-Timer: S1710073203.855300,VS0,VE399 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: b099374e56035ee795620078dc6ef4cf8ddca962 Expires: Sun, 10 Mar 2024 12:25:03 GMT Source-Age: 0 ] [2024-03-10 17:50:03,411:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 17:50:03,411:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 17:50:03,420:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:50:03,420:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:50:03,420:INFO:common: created directory at: artifacts] [2024-03-10 17:50:03,420:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 17:50:03,453:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 17:50:03,453:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-10 17:50:03,462:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 17:50:03,462:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 17:50:03,469:INFO:common: created directory at: artifacts] [2024-03-10 17:50:03,469:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 17:50:03,534:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-10 17:50:03,534:INFO:data_transformation: (7500, 12)] [2024-03-10 17:50:03,534:INFO:data_transformation: (2500, 12)] [2024-03-10 17:50:03,534:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-10 19:02:30,134:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:02:30,136:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:02:30,141:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:02:30,144:INFO:common: created directory at: artifacts] [2024-03-10 19:03:03,433:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:03:03,435:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:03:03,438:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:03:03,439:INFO:common: created directory at: artifacts] [2024-03-10 19:03:37,279:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:03:37,282:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:03:37,284:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:03:37,286:INFO:common: created directory at: artifacts] [2024-03-10 19:04:04,548:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:04:04,550:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:04:04,554:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:04:04,555:INFO:common: created directory at: artifacts] [2024-03-10 19:04:04,557:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:06:28,588:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:06:28,590:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:06:28,592:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:06:28,593:INFO:common: created directory at: artifacts] [2024-03-10 19:06:28,595:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:11:54,708:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:11:54,711:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:11:54,714:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:11:54,716:INFO:common: created directory at: artifacts] [2024-03-10 19:11:54,718:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:16:21,260:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:16:21,261:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:16:21,264:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:16:21,266:INFO:common: created directory at: artifacts] [2024-03-10 19:16:21,267:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:19:17,084:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:19:17,086:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:19:17,088:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:19:17,090:INFO:common: created directory at: artifacts] [2024-03-10 19:19:17,091:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:23:18,192:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:23:18,195:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:23:18,198:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:23:18,199:INFO:common: created directory at: artifacts] [2024-03-10 19:23:18,201:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:24:38,856:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:24:38,858:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:24:38,861:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:24:38,863:INFO:common: created directory at: artifacts] [2024-03-10 19:24:38,864:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:43:37,505:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:49:36,638:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:49:53,566:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:49:53,569:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:49:53,572:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:49:53,574:INFO:common: created directory at: artifacts] [2024-03-10 19:49:53,575:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:51:09,415:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:51:09,417:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:51:09,420:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:51:09,421:INFO:common: created directory at: artifacts] [2024-03-10 19:51:09,423:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:51:47,018:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:51:47,020:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:51:47,023:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:51:47,024:INFO:common: created directory at: artifacts] [2024-03-10 19:51:47,026:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:52:26,170:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:52:26,172:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:52:26,175:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:52:26,177:INFO:common: created directory at: artifacts] [2024-03-10 19:52:26,178:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:53:51,450:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:53:51,452:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:53:51,456:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:53:51,458:INFO:common: created directory at: artifacts] [2024-03-10 19:53:51,459:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:54:06,733:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:54:06,735:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:54:06,738:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:54:06,739:INFO:common: created directory at: artifacts] [2024-03-10 19:54:06,740:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:54:20,792:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:54:20,794:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:54:20,797:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:54:20,798:INFO:common: created directory at: artifacts] [2024-03-10 19:54:20,800:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 19:55:15,913:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 19:55:15,915:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 19:55:15,918:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 19:55:15,919:INFO:common: created directory at: artifacts] [2024-03-10 19:55:15,921:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 20:32:44,137:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 20:32:44,141:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:32:44,153:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:32:44,153:INFO:common: created directory at: artifacts] [2024-03-10 20:32:44,153:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 20:32:44,154:INFO:data_injestion: File already exists of size: ~ 229 KB] [2024-03-10 20:32:44,160:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 20:32:44,160:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 20:32:44,164:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:32:44,166:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:32:44,167:INFO:common: created directory at: artifacts] [2024-03-10 20:32:44,168:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 20:32:44,196:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 20:32:44,197:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-10 20:32:44,204:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:32:44,207:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:32:44,208:INFO:common: created directory at: artifacts] [2024-03-10 20:32:44,208:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 20:32:44,270:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-10 20:32:44,270:INFO:data_transformation: (7500, 12)] [2024-03-10 20:32:44,271:INFO:data_transformation: (2500, 12)] [2024-03-10 20:32:44,272:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-10 20:32:44,272:INFO:main: >>>>>> stage Model Training started <<<<<<] [2024-03-10 20:32:44,275:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:32:44,277:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:32:44,278:INFO:common: created directory at: artifacts] [2024-03-10 20:32:44,278:ERROR:main: 'ConfigurationManager' object has no attribute 'params'] Traceback (most recent call last): File "main.py", line 45, in model_trainer.main() File "c:\mlops\cicd\end-to-end-ml\src\mlProject\pipeline\stage04_model_trainer.py", line 14, in main model_trainer_config=config.get_model_trainer_config() File "c:\mlops\cicd\end-to-end-ml\src\mlProject\config\configuration.py", line 63, in get_model_trainer_config params=self.params.GradientBoostingClassifier AttributeError: 'ConfigurationManager' object has no attribute 'params' [2024-03-10 20:33:02,488:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:33:02,491:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 20:33:02,495:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:33:02,497:INFO:common: created directory at: artifacts] [2024-03-10 20:33:02,498:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 20:33:31,896:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:33:31,898:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 20:33:31,902:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:33:31,904:INFO:common: created directory at: artifacts] [2024-03-10 20:33:31,907:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 20:34:03,657:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 20:34:03,661:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:34:03,663:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:34:03,664:INFO:common: created directory at: artifacts] [2024-03-10 20:34:03,664:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 20:34:06,141:INFO:data_injestion: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: 2280:31C0:AA0FAA:CB97A3:65EDCBE3 Accept-Ranges: bytes Date: Sun, 10 Mar 2024 15:04:06 GMT Via: 1.1 varnish X-Served-By: cache-fjr990028-FJR X-Cache: MISS X-Cache-Hits: 0 X-Timer: S1710083045.604425,VS0,VE1438 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: e4e74e952e7751fbf960d4f315f92d672fe0d6b7 Expires: Sun, 10 Mar 2024 15:09:06 GMT Source-Age: 1 ] [2024-03-10 20:34:06,160:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 20:34:06,161:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 20:34:06,164:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:34:06,167:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:34:06,168:INFO:common: created directory at: artifacts] [2024-03-10 20:34:06,170:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 20:34:06,197:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 20:34:06,198:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-10 20:34:06,203:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:34:06,206:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:34:06,207:INFO:common: created directory at: artifacts] [2024-03-10 20:34:06,208:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 20:34:06,261:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-10 20:34:06,262:INFO:data_transformation: (7500, 12)] [2024-03-10 20:34:06,262:INFO:data_transformation: (2500, 12)] [2024-03-10 20:34:06,264:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-10 20:34:06,264:INFO:main: >>>>>> stage Model Training started <<<<<<] [2024-03-10 20:34:06,267:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:34:06,270:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:34:06,271:INFO:common: created directory at: artifacts] [2024-03-10 20:34:06,271:ERROR:main: 'ConfigurationManager' object has no attribute 'params'] Traceback (most recent call last): File "main.py", line 45, in model_trainer.main() File "c:\mlops\cicd\end-to-end-ml\src\mlProject\pipeline\stage04_model_trainer.py", line 14, in main model_trainer_config=config.get_model_trainer_config() File "c:\mlops\cicd\end-to-end-ml\src\mlProject\config\configuration.py", line 63, in get_model_trainer_config params=self.params.GradientBoostingClassifier AttributeError: 'ConfigurationManager' object has no attribute 'params' [2024-03-10 20:42:05,523:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 20:42:05,526:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:42:05,529:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:42:05,530:INFO:common: created directory at: artifacts] [2024-03-10 20:42:05,531:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 20:42:06,989:INFO:data_injestion: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: 2280:31C0:AA0FAA:CB97A3:65EDCBE3 Accept-Ranges: bytes Date: Sun, 10 Mar 2024 15:12:06 GMT Via: 1.1 varnish X-Served-By: cache-fjr990032-FJR X-Cache: HIT X-Cache-Hits: 1 X-Timer: S1710083526.492473,VS0,VE366 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: 0b2758c5e4e7930bdda4e6a1b06dc3943662d5b4 Expires: Sun, 10 Mar 2024 15:17:06 GMT Source-Age: 0 ] [2024-03-10 20:42:07,007:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 20:42:07,008:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 20:42:07,011:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:42:07,013:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:42:07,014:INFO:common: created directory at: artifacts] [2024-03-10 20:42:07,015:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 20:42:07,042:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 20:42:07,043:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-10 20:42:07,050:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:42:07,054:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:42:07,055:INFO:common: created directory at: artifacts] [2024-03-10 20:42:07,056:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 20:42:07,115:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-10 20:42:07,116:INFO:data_transformation: (7500, 12)] [2024-03-10 20:42:07,117:INFO:data_transformation: (2500, 12)] [2024-03-10 20:42:07,118:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-10 20:42:07,119:INFO:main: >>>>>> stage Model Training started <<<<<<] [2024-03-10 20:42:07,121:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:42:07,124:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:42:07,125:INFO:common: created directory at: artifacts] [2024-03-10 20:42:07,125:ERROR:main: 'ConfigurationManager' object has no attribute 'params'] Traceback (most recent call last): File "main.py", line 45, in model_trainer.main() File "c:\mlops\cicd\end-to-end-ml\src\mlProject\pipeline\stage04_model_trainer.py", line 14, in main model_trainer_config=config.get_model_trainer_config() File "c:\mlops\cicd\end-to-end-ml\src\mlProject\config\configuration.py", line 63, in get_model_trainer_config params=self.params.GradientBoostingClassifier AttributeError: 'ConfigurationManager' object has no attribute 'params' [2024-03-10 20:44:07,912:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 20:44:07,916:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:44:07,917:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 20:44:07,920:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:44:07,921:INFO:common: created directory at: artifacts] [2024-03-10 20:44:07,921:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 20:44:07,922:INFO:data_injestion: File already exists of size: ~ 229 KB] [2024-03-10 20:44:07,926:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 20:44:07,927:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 20:44:07,930:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:44:07,931:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 20:44:07,933:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:44:07,934:INFO:common: created directory at: artifacts] [2024-03-10 20:44:07,934:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 20:44:07,963:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 20:44:07,964:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-10 20:44:07,969:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:44:07,970:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 20:44:07,973:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:44:07,973:INFO:common: created directory at: artifacts] [2024-03-10 20:44:07,973:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 20:44:08,029:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-10 20:44:08,030:INFO:data_transformation: (7500, 12)] [2024-03-10 20:44:08,030:INFO:data_transformation: (2500, 12)] [2024-03-10 20:44:08,031:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-10 20:44:08,032:INFO:main: >>>>>> stage Model Training started <<<<<<] [2024-03-10 20:44:08,034:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:44:08,035:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 20:44:08,038:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:44:08,039:INFO:common: created directory at: artifacts] [2024-03-10 20:44:08,039:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 20:44:12,485:INFO:main: >>>>>> stage Model Training completed <<<<<< x==========x] [2024-03-10 20:44:24,006:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-10 20:44:24,009:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:44:24,010:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 20:44:24,012:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:44:24,013:INFO:common: created directory at: artifacts] [2024-03-10 20:44:24,014:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-10 20:44:25,174:INFO:data_injestion: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: 2280:31C0:AA0FAA:CB97A3:65EDCBE3 Accept-Ranges: bytes Date: Sun, 10 Mar 2024 15:14:25 GMT Via: 1.1 varnish X-Served-By: cache-fjr990027-FJR X-Cache: HIT X-Cache-Hits: 1 X-Timer: S1710083665.080074,VS0,VE1 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: 43dc856f5e185b92b70f25419ca16239a08078b2 Expires: Sun, 10 Mar 2024 15:19:25 GMT Source-Age: 138 ] [2024-03-10 20:44:25,189:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-10 20:44:25,190:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-10 20:44:25,193:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:44:25,195:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 20:44:25,197:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:44:25,198:INFO:common: created directory at: artifacts] [2024-03-10 20:44:25,198:INFO:common: created directory at: artifacts/data_validation] [2024-03-10 20:44:25,225:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-10 20:44:25,226:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-10 20:44:25,232:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:44:25,233:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 20:44:25,236:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:44:25,237:INFO:common: created directory at: artifacts] [2024-03-10 20:44:25,238:INFO:common: created directory at: artifacts/data_transformation] [2024-03-10 20:44:25,296:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-10 20:44:25,297:INFO:data_transformation: (7500, 12)] [2024-03-10 20:44:25,297:INFO:data_transformation: (2500, 12)] [2024-03-10 20:44:25,298:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-10 20:44:25,299:INFO:main: >>>>>> stage Model Training started <<<<<<] [2024-03-10 20:44:25,303:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-10 20:44:25,304:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-10 20:44:25,306:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-10 20:44:25,307:INFO:common: created directory at: artifacts] [2024-03-10 20:44:25,308:INFO:common: created directory at: artifacts/model_trainer] [2024-03-10 20:44:29,831:INFO:main: >>>>>> stage Model Training completed <<<<<< x==========x] [2024-03-11 01:01:27,115:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 01:01:27,118:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 01:01:27,123:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 01:01:27,125:INFO:common: created directory at: artifacts] [2024-03-11 01:04:29,197:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 01:04:29,199:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 01:04:29,204:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 01:04:29,205:INFO:common: created directory at: artifacts] [2024-03-11 01:09:38,476:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 01:09:38,478:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 01:09:38,481:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 01:09:38,482:INFO:common: created directory at: artifacts] [2024-03-11 01:19:28,892:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 01:19:28,894:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 01:19:28,899:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 01:19:28,901:INFO:common: created directory at: artifacts] [2024-03-11 01:31:38,163:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 01:31:38,171:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 01:31:38,179:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 01:31:38,187:INFO:common: created directory at: artifacts] [2024-03-11 01:56:53,507:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 01:56:53,507:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 01:56:53,512:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 01:56:53,512:INFO:common: created directory at: artifacts] [2024-03-11 01:57:43,079:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 01:57:43,083:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 01:57:43,087:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 01:57:43,087:INFO:common: created directory at: artifacts] [2024-03-11 01:58:31,819:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 01:58:31,819:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 01:58:31,827:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 01:58:31,827:INFO:common: created directory at: artifacts] [2024-03-11 02:01:20,639:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:01:20,643:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:01:20,647:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:01:20,647:INFO:common: created directory at: artifacts] [2024-03-11 02:07:11,771:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:07:11,771:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:07:11,779:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:07:11,779:INFO:common: created directory at: artifacts] [2024-03-11 02:08:07,620:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:08:07,620:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:08:07,628:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:08:07,628:INFO:common: created directory at: artifacts] [2024-03-11 02:10:35,833:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:10:35,838:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:10:35,840:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:10:35,840:INFO:common: created directory at: artifacts] [2024-03-11 02:13:31,611:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:13:31,611:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:13:31,618:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:13:31,618:INFO:common: created directory at: artifacts] [2024-03-11 02:21:46,757:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:21:46,757:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:21:46,766:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:21:46,766:INFO:common: created directory at: artifacts] [2024-03-11 02:21:46,830:WARNING:connectionpool: Retrying (Retry(total=4, connect=5, read=4, redirect=5, status=5)) after connection broken by 'ConnectionResetError(10054, 'An existing connection was forcibly closed by the remote host', None, 10054, None)': /avimittal30/End-to-End-ML.mlflow/api/2.0/mlflow/runs/create] [2024-03-11 02:25:08,697:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:25:08,697:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:25:08,697:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:25:08,705:INFO:common: created directory at: artifacts] [2024-03-11 02:25:44,460:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:25:44,467:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:25:44,467:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:25:44,467:INFO:common: created directory at: artifacts] [2024-03-11 02:27:55,369:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:27:55,369:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:27:55,377:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:27:55,377:INFO:common: created directory at: artifacts] [2024-03-11 02:27:55,385:INFO:common: created directory at: artifacts/model_evaluation] [2024-03-11 02:27:57,324:INFO:common: json file saved at: artifacts\model_evaluation\metrics.json] [2024-03-11 02:28:31,434:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:28:31,438:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:28:31,442:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:28:31,442:INFO:common: created directory at: artifacts] [2024-03-11 02:28:31,442:INFO:common: created directory at: artifacts/model_evaluation] [2024-03-11 02:28:50,636:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 02:28:50,643:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 02:28:50,645:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 02:28:50,645:INFO:common: created directory at: artifacts] [2024-03-11 02:28:50,645:INFO:common: created directory at: artifacts/model_evaluation] [2024-03-11 02:28:52,102:INFO:common: json file saved at: artifacts\model_evaluation\metrics.json] [2024-03-11 12:33:52,968:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 12:33:52,978:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 12:33:53,082:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 12:33:53,085:INFO:common: created directory at: artifacts] [2024-03-11 12:33:53,086:INFO:common: created directory at: artifacts/model_evaluation] [2024-03-11 12:33:56,971:INFO:common: json file saved at: artifacts\model_evaluation\metrics.json] [2024-03-11 14:16:02,360:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-11 14:16:02,367:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:16:02,370:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:16:02,374:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:16:02,375:INFO:common: created directory at: artifacts] [2024-03-11 14:16:02,376:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-11 14:16:02,385:INFO:data_injestion: File already exists of size: ~ 229 KB] [2024-03-11 14:16:02,490:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-11 14:16:02,490:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-11 14:16:02,496:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:16:02,497:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:16:02,500:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:16:02,501:INFO:common: created directory at: artifacts] [2024-03-11 14:16:02,503:INFO:common: created directory at: artifacts/data_validation] [2024-03-11 14:16:02,611:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-11 14:16:02,612:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-11 14:16:02,631:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:16:02,632:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:16:02,636:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:16:02,637:INFO:common: created directory at: artifacts] [2024-03-11 14:16:02,637:INFO:common: created directory at: artifacts/data_transformation] [2024-03-11 14:16:02,713:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-11 14:16:02,714:INFO:data_transformation: (7500, 12)] [2024-03-11 14:16:02,714:INFO:data_transformation: (2500, 12)] [2024-03-11 14:16:02,715:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-11 14:16:02,715:INFO:main: >>>>>> stage Model Training started <<<<<<] [2024-03-11 14:16:02,719:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:16:02,720:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:16:02,723:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:16:02,724:INFO:common: created directory at: artifacts] [2024-03-11 14:16:02,729:INFO:common: created directory at: artifacts/model_trainer] [2024-03-11 14:16:10,857:INFO:main: >>>>>> stage Model Training completed <<<<<< x==========x] [2024-03-11 14:16:10,858:INFO:main: >>>>>> stage Model Evaluation started <<<<<<] [2024-03-11 14:16:10,858:ERROR:main: __init__() missing 1 required positional argument: 'config'] Traceback (most recent call last): File "main.py", line 58, in model_eval = ModelEvaluation() TypeError: __init__() missing 1 required positional argument: 'config' [2024-03-11 14:27:15,876:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-11 14:27:15,896:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:27:15,906:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:27:15,922:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:27:15,923:INFO:common: created directory at: artifacts] [2024-03-11 14:27:15,925:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-11 14:27:17,829:INFO:data_injestion: artifacts/data_ingestion/data.zip download! with following info Connection: close Content-Length: 234325 Cache-Control: max-age=300 Content-Security-Policy: default-src 'none'; style-src 'unsafe-inline'; sandbox Content-Type: application/zip ETag: "27d203e0f87b934027405ae7962307a9a0f2d68f187da13a0f96cad0ba6b47a0" Strict-Transport-Security: max-age=31536000 X-Content-Type-Options: nosniff X-Frame-Options: deny X-XSS-Protection: 1; mode=block X-GitHub-Request-Id: 6BA2:7596:C7611F:EF5D08:65EEC76B Accept-Ranges: bytes Date: Mon, 11 Mar 2024 08:57:17 GMT Via: 1.1 varnish X-Served-By: cache-fjr990027-FJR X-Cache: MISS X-Cache-Hits: 0 X-Timer: S1710147437.082257,VS0,VE604 Vary: Authorization,Accept-Encoding,Origin Access-Control-Allow-Origin: * Cross-Origin-Resource-Policy: cross-origin X-Fastly-Request-ID: 7567b2613e9ea4f25341649f53566483451cb01d Expires: Mon, 11 Mar 2024 09:02:17 GMT Source-Age: 0 ] [2024-03-11 14:27:17,896:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-11 14:27:17,896:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-11 14:27:17,902:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:27:17,904:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:27:17,907:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:27:17,908:INFO:common: created directory at: artifacts] [2024-03-11 14:27:17,911:INFO:common: created directory at: artifacts/data_validation] [2024-03-11 14:27:18,191:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-11 14:27:18,192:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-11 14:27:18,203:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:27:18,204:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:27:18,207:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:27:18,208:INFO:common: created directory at: artifacts] [2024-03-11 14:27:18,209:INFO:common: created directory at: artifacts/data_transformation] [2024-03-11 14:27:18,304:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-11 14:27:18,305:INFO:data_transformation: (7500, 12)] [2024-03-11 14:27:18,305:INFO:data_transformation: (2500, 12)] [2024-03-11 14:27:18,306:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-11 14:27:18,307:INFO:main: >>>>>> stage Model Training started <<<<<<] [2024-03-11 14:27:18,313:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:27:18,315:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:27:18,320:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:27:18,321:INFO:common: created directory at: artifacts] [2024-03-11 14:27:18,322:INFO:common: created directory at: artifacts/model_trainer] [2024-03-11 14:27:27,705:INFO:main: >>>>>> stage Model Training completed <<<<<< x==========x] [2024-03-11 14:27:27,705:INFO:main: >>>>>> stage Model Evaluation started <<<<<<] [2024-03-11 14:27:27,709:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:27:27,710:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:27:27,714:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:27:27,715:INFO:common: created directory at: artifacts] [2024-03-11 14:27:27,716:INFO:common: created directory at: artifacts/model_evaluation] [2024-03-11 14:27:28,255:INFO:common: json file saved at: artifacts\model_evaluation\metrics.json] [2024-03-11 14:27:38,520:INFO:main: >>>>>> stage Model Evaluation completed <<<<<< x==========x] [2024-03-11 14:32:42,921:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-11 14:32:42,928:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:32:42,932:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:32:42,935:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:32:42,937:INFO:common: created directory at: artifacts] [2024-03-11 14:32:42,938:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-11 14:32:42,940:INFO:data_injestion: File already exists of size: ~ 229 KB] [2024-03-11 14:32:42,952:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-11 14:32:42,953:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-11 14:32:42,958:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:32:42,960:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:32:42,964:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:32:42,965:INFO:common: created directory at: artifacts] [2024-03-11 14:32:42,967:INFO:common: created directory at: artifacts/data_validation] [2024-03-11 14:32:43,270:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-11 14:32:43,271:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-11 14:32:43,320:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:32:43,322:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:32:43,326:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:32:43,327:INFO:common: created directory at: artifacts] [2024-03-11 14:32:43,328:INFO:common: created directory at: artifacts/data_transformation] [2024-03-11 14:32:43,431:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-11 14:32:43,432:INFO:data_transformation: (7500, 12)] [2024-03-11 14:32:43,433:INFO:data_transformation: (2500, 12)] [2024-03-11 14:32:43,434:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-11 14:32:43,435:INFO:main: >>>>>> stage Model Training started <<<<<<] [2024-03-11 14:32:43,440:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:32:43,441:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:32:43,444:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:32:43,445:INFO:common: created directory at: artifacts] [2024-03-11 14:32:43,446:INFO:common: created directory at: artifacts/model_trainer] [2024-03-11 14:32:53,160:INFO:main: >>>>>> stage Model Training completed <<<<<< x==========x] [2024-03-11 14:32:53,161:INFO:main: >>>>>> stage Model Evaluation started <<<<<<] [2024-03-11 14:32:53,165:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:32:53,167:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:32:53,171:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:32:53,172:INFO:common: created directory at: artifacts] [2024-03-11 14:32:53,172:INFO:common: created directory at: artifacts/model_evaluation] [2024-03-11 14:32:54,107:INFO:common: json file saved at: artifacts\model_evaluation\metrics.json] [2024-03-11 14:33:01,123:INFO:main: >>>>>> stage Model Evaluation completed <<<<<< x==========x] [2024-03-11 14:37:19,049:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-11 14:37:19,057:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:37:19,061:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:37:19,064:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:37:19,066:INFO:common: created directory at: artifacts] [2024-03-11 14:37:19,067:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-11 14:37:19,067:INFO:data_injestion: File already exists of size: ~ 229 KB] [2024-03-11 14:37:19,078:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-11 14:37:19,078:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-11 14:37:19,087:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:37:19,090:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:37:19,097:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:37:19,098:INFO:common: created directory at: artifacts] [2024-03-11 14:37:19,099:INFO:common: created directory at: artifacts/data_validation] [2024-03-11 14:37:19,189:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-11 14:37:19,191:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-11 14:37:19,200:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:37:19,203:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:37:19,211:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:37:19,212:INFO:common: created directory at: artifacts] [2024-03-11 14:37:19,213:INFO:common: created directory at: artifacts/data_transformation] [2024-03-11 14:37:19,342:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-11 14:37:19,343:INFO:data_transformation: (7500, 12)] [2024-03-11 14:37:19,344:INFO:data_transformation: (2500, 12)] [2024-03-11 14:37:19,345:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-11 14:37:19,346:INFO:main: >>>>>> stage Model Training started <<<<<<] [2024-03-11 14:37:19,352:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:37:19,354:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:37:19,359:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:37:19,360:INFO:common: created directory at: artifacts] [2024-03-11 14:37:19,362:INFO:common: created directory at: artifacts/model_trainer] [2024-03-11 14:37:34,416:INFO:main: >>>>>> stage Model Training completed <<<<<< x==========x] [2024-03-11 14:37:34,418:INFO:main: >>>>>> stage Model Evaluation started <<<<<<] [2024-03-11 14:37:34,433:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-11 14:37:34,434:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-11 14:37:34,438:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-11 14:37:34,439:INFO:common: created directory at: artifacts] [2024-03-11 14:37:34,440:INFO:common: created directory at: artifacts/model_evaluation] [2024-03-11 14:37:37,358:INFO:common: json file saved at: artifacts\model_evaluation\metrics.json] [2024-03-11 14:37:50,235:INFO:main: >>>>>> stage Model Evaluation completed <<<<<< x==========x] [2024-03-12 00:55:42,100:INFO:_internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead. * Running on all addresses (0.0.0.0) * Running on http://127.0.0.1:8080 * Running on http://192.168.0.111:8080] [2024-03-12 00:55:42,100:INFO:_internal: Press CTRL+C to quit] [2024-03-12 00:55:42,112:INFO:_internal: * Restarting with stat] [2024-03-12 00:55:43,063:WARNING:_internal: * Debugger is active!] [2024-03-12 00:55:43,063:INFO:_internal: * Debugger PIN: 104-152-287] [2024-03-12 00:55:57,406:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 00:55:57] "GET / HTTP/1.1" 200 -] [2024-03-12 00:55:57,511:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 00:55:57] "GET /favicon.ico HTTP/1.1" 404 -] [2024-03-12 00:58:46,397:INFO:_internal: 127.0.0.1 - - [12/Mar/2024 00:58:46] "GET / HTTP/1.1" 200 -] [2024-03-12 00:58:46,450:INFO:_internal: 127.0.0.1 - - [12/Mar/2024 00:58:46] "GET /favicon.ico HTTP/1.1" 404 -] [2024-03-12 00:59:01,188:INFO:_internal: 127.0.0.1 - - [12/Mar/2024 00:59:01] "GET / HTTP/1.1" 200 -] [2024-03-12 00:59:07,482:INFO:_internal: 127.0.0.1 - - [12/Mar/2024 00:59:07] "GET / HTTP/1.1" 200 -] [2024-03-12 00:59:13,487:INFO:_internal: 127.0.0.1 - - [12/Mar/2024 00:59:13] "GET / HTTP/1.1" 200 -] [2024-03-12 00:59:55,954:INFO:_internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead. * Running on all addresses (0.0.0.0) * Running on http://127.0.0.1:8080 * Running on http://192.168.0.111:8080] [2024-03-12 00:59:55,954:INFO:_internal: Press CTRL+C to quit] [2024-03-12 00:59:55,957:INFO:_internal: * Restarting with stat] [2024-03-12 01:00:55,345:INFO:_internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead. * Running on all addresses (0.0.0.0) * Running on http://127.0.0.1:8080 * Running on http://192.168.0.111:8080] [2024-03-12 01:00:55,346:INFO:_internal: Press CTRL+C to quit] [2024-03-12 01:00:55,348:INFO:_internal: * Restarting with stat] [2024-03-12 01:00:56,338:WARNING:_internal: * Debugger is active!] [2024-03-12 01:00:56,373:INFO:_internal: * Debugger PIN: 104-152-287] [2024-03-12 01:01:31,233:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:01:31] "GET / HTTP/1.1" 200 -] [2024-03-12 01:01:44,027:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:01:44] "GET / HTTP/1.1" 200 -] [2024-03-12 01:01:47,313:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:01:47] "GET / HTTP/1.1" 200 -] [2024-03-12 01:02:16,200:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:02:16] "GET / HTTP/1.1" 200 -] [2024-03-12 01:04:18,103:INFO:_internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead. * Running on all addresses (0.0.0.0) * Running on http://127.0.0.1:8080 * Running on http://192.168.0.111:8080] [2024-03-12 01:04:18,104:INFO:_internal: Press CTRL+C to quit] [2024-03-12 01:04:18,106:INFO:_internal: * Restarting with stat] [2024-03-12 01:04:19,031:WARNING:_internal: * Debugger is active!] [2024-03-12 01:04:19,049:INFO:_internal: * Debugger PIN: 104-152-287] [2024-03-12 01:04:21,174:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:04:21] "GET / HTTP/1.1" 200 -] [2024-03-12 01:04:21,236:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:04:21] "GET /static/css/styles.css HTTP/1.1" 404 -] [2024-03-12 01:04:21,238:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:04:21] "GET /static/css2/nunito-font.css HTTP/1.1" 404 -] [2024-03-12 01:04:21,240:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:04:21] "GET /static/css2/style.css HTTP/1.1" 404 -] [2024-03-12 01:04:22,565:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:04:22] "GET /static/assets/img/wine.jpg HTTP/1.1" 404 -] [2024-03-12 01:04:22,567:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:04:22] "GET /static/assets/img/form-v9.jpg HTTP/1.1" 404 -] [2024-03-12 01:04:22,597:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:04:22] "GET /static/assets/favicon.ico HTTP/1.1" 404 -] [2024-03-12 01:06:26,986:INFO:_internal: * Detected change in 'C:\\MLOps\\CICD\\End-to-End-ML\\app.py', reloading] [2024-03-12 01:06:27,072:INFO:_internal: * Restarting with stat] [2024-03-12 01:06:27,948:WARNING:_internal: * Debugger is active!] [2024-03-12 01:06:27,967:INFO:_internal: * Debugger PIN: 104-152-287] [2024-03-12 01:06:44,144:INFO:_internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead. * Running on all addresses (0.0.0.0) * Running on http://127.0.0.1:8080 * Running on http://192.168.0.111:8080] [2024-03-12 01:06:44,144:INFO:_internal: Press CTRL+C to quit] [2024-03-12 01:06:44,154:INFO:_internal: * Restarting with stat] [2024-03-12 01:06:45,091:WARNING:_internal: * Debugger is active!] [2024-03-12 01:06:45,111:INFO:_internal: * Debugger PIN: 104-152-287] [2024-03-12 01:06:49,405:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:06:49] "GET / HTTP/1.1" 200 -] [2024-03-12 01:06:49,439:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:06:49] "GET /static/css/styles.css HTTP/1.1" 404 -] [2024-03-12 01:06:49,442:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:06:49] "GET /static/css2/nunito-font.css HTTP/1.1" 404 -] [2024-03-12 01:06:49,447:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:06:49] "GET /static/css2/style.css HTTP/1.1" 404 -] [2024-03-12 01:06:49,486:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:06:49] "GET /static/assets/img/wine.jpg HTTP/1.1" 404 -] [2024-03-12 01:06:49,488:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:06:49] "GET /static/assets/img/form-v9.jpg HTTP/1.1" 404 -] [2024-03-12 01:07:05,782:INFO:main: >>>> stage Data Ingestion Stage started <<<<<<<<] [2024-03-12 01:07:05,791:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-12 01:07:05,798:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-12 01:07:05,805:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-12 01:07:05,806:INFO:common: created directory at: artifacts] [2024-03-12 01:07:05,806:INFO:common: created directory at: artifacts/data_ingestion] [2024-03-12 01:07:05,807:INFO:data_injestion: File already exists of size: ~ 229 KB] [2024-03-12 01:07:05,822:INFO:main: >>> Stage Data Ingestion Stage completed <<<<] [2024-03-12 01:07:05,823:INFO:main: >>>>>> stage Data Validation stage started <<<<<<] [2024-03-12 01:07:05,826:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-12 01:07:05,826:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-12 01:07:05,826:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-12 01:07:05,826:INFO:common: created directory at: artifacts] [2024-03-12 01:07:05,826:INFO:common: created directory at: artifacts/data_validation] [2024-03-12 01:07:05,862:INFO:main: >>>>>> stage Data Validation stage completed <<<<<< x==========x] [2024-03-12 01:07:05,863:INFO:main: >>>>>> stage Data Transformation started <<<<<<] [2024-03-12 01:07:05,873:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-12 01:07:05,874:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-12 01:07:05,877:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-12 01:07:05,878:INFO:common: created directory at: artifacts] [2024-03-12 01:07:05,878:INFO:common: created directory at: artifacts/data_transformation] [2024-03-12 01:07:05,929:INFO:data_transformation: Splitted data into training and the test sets] [2024-03-12 01:07:05,929:INFO:data_transformation: (7500, 12)] [2024-03-12 01:07:05,929:INFO:data_transformation: (2500, 12)] [2024-03-12 01:07:05,929:INFO:main: >>>>>> stage Data Transformation completed <<<<<< x==========x] [2024-03-12 01:07:05,929:INFO:main: >>>>>> stage Model Training started <<<<<<] [2024-03-12 01:07:05,929:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-12 01:07:05,943:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-12 01:07:05,946:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-12 01:07:05,946:INFO:common: created directory at: artifacts] [2024-03-12 01:07:05,947:INFO:common: created directory at: artifacts/model_trainer] [2024-03-12 01:07:12,027:INFO:main: >>>>>> stage Model Training completed <<<<<< x==========x] [2024-03-12 01:07:12,027:INFO:main: >>>>>> stage Model Evaluation started <<<<<<] [2024-03-12 01:07:12,027:INFO:common: yaml file: config\config.yaml loaded successfully] [2024-03-12 01:07:12,027:INFO:common: yaml file: params.yaml loaded successfully] [2024-03-12 01:07:12,035:INFO:common: yaml file: schema.yaml loaded successfully] [2024-03-12 01:07:12,036:INFO:common: created directory at: artifacts] [2024-03-12 01:07:12,037:INFO:common: created directory at: artifacts/model_evaluation] [2024-03-12 01:07:12,419:INFO:common: json file saved at: artifacts\model_evaluation\metrics.json] [2024-03-12 01:07:17,696:INFO:main: >>>>>> stage Model Evaluation completed <<<<<< x==========x] [2024-03-12 01:07:17,959:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:07:17] "GET /train HTTP/1.1" 200 -] [2024-03-12 01:34:40,674:INFO:_internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead. * Running on all addresses (0.0.0.0) * Running on http://127.0.0.1:8080 * Running on http://192.168.0.111:8080] [2024-03-12 01:34:40,674:INFO:_internal: Press CTRL+C to quit] [2024-03-12 01:34:40,691:INFO:_internal: * Restarting with stat] [2024-03-12 01:34:41,616:WARNING:_internal: * Debugger is active!] [2024-03-12 01:34:41,637:INFO:_internal: * Debugger PIN: 104-152-287] [2024-03-12 01:34:54,339:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:34:54] "GET / HTTP/1.1" 200 -] [2024-03-12 01:34:54,361:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:34:54] "GET /static/css/styles.css HTTP/1.1" 404 -] [2024-03-12 01:34:54,367:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:34:54] "GET /static/css2/nunito-font.css HTTP/1.1" 404 -] [2024-03-12 01:34:54,369:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:34:54] "GET /static/css2/style.css HTTP/1.1" 404 -] [2024-03-12 01:34:54,394:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:34:54] "GET /static/assets/img/wine.jpg HTTP/1.1" 404 -] [2024-03-12 01:34:54,395:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:34:54] "GET /static/assets/img/form-v9.jpg HTTP/1.1" 404 -] [2024-03-12 01:37:12,090:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:37:12] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:37:28,706:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:37:28] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:37:43,759:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:37:43] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:38:02,278:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:38:02] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:38:09,174:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:38:09] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:38:20,379:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:38:20] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:38:34,116:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:38:34] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:38:50,118:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:38:50] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:38:55,236:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:38:55] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:39:02,136:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:39:02] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:39:08,722:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:39:08] "POST /predict HTTP/1.1" 200 -] [2024-03-12 01:39:21,508:INFO:_internal: 192.168.0.111 - - [12/Mar/2024 01:39:21] "POST /predict HTTP/1.1" 200 -] [2024-03-13 16:32:54,722:INFO:_internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead. * Running on all addresses (0.0.0.0) * Running on http://127.0.0.1:8080 * Running on http://192.168.0.111:8080] [2024-03-13 16:32:54,722:INFO:_internal: Press CTRL+C to quit] [2024-03-13 16:32:54,729:INFO:_internal: * Restarting with stat] [2024-03-13 16:32:57,949:WARNING:_internal: * Debugger is active!] [2024-03-13 16:32:57,981:INFO:_internal: * Debugger PIN: 104-152-287] [2024-03-13 16:33:00,227:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:00] "GET / HTTP/1.1" 200 -] [2024-03-13 16:33:00,660:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:00] "GET /static/css/styles.css HTTP/1.1" 404 -] [2024-03-13 16:33:00,668:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:00] "GET /static/css2/nunito-font.css HTTP/1.1" 404 -] [2024-03-13 16:33:00,708:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:00] "GET /static/css2/style.css HTTP/1.1" 404 -] [2024-03-13 16:33:01,229:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:01] "GET /static/assets/img/wine.jpg HTTP/1.1" 404 -] [2024-03-13 16:33:02,973:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:02] "GET /static/assets/img/form-v9.jpg HTTP/1.1" 404 -] [2024-03-13 16:33:03,023:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:03] "GET /static/assets/favicon.ico HTTP/1.1" 404 -] [2024-03-13 16:33:23,632:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:23] "POST /predict HTTP/1.1" 200 -] [2024-03-13 16:33:23,684:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:23] "GET /favicon.ico HTTP/1.1" 404 -] [2024-03-13 16:33:36,899:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:36] "POST /predict HTTP/1.1" 200 -] [2024-03-13 16:33:43,438:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:43] "POST /predict HTTP/1.1" 200 -] [2024-03-13 16:33:49,693:INFO:_internal: 192.168.0.111 - - [13/Mar/2024 16:33:49] "POST /predict HTTP/1.1" 200 -] [2024-03-15 00:33:29,927:INFO:_internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead. * Running on all addresses (0.0.0.0) * Running on http://127.0.0.1:8080 * Running on http://192.168.0.111:8080] [2024-03-15 00:33:29,930:INFO:_internal: Press CTRL+C to quit] [2024-03-15 00:33:29,934:INFO:_internal: * Restarting with stat] [2024-03-15 00:33:31,749:WARNING:_internal: * Debugger is active!] [2024-03-15 00:33:31,799:INFO:_internal: * Debugger PIN: 104-152-287] [2024-03-15 00:33:35,767:INFO:_internal: 192.168.0.111 - - [15/Mar/2024 00:33:35] "GET / HTTP/1.1" 200 -] [2024-03-15 00:33:35,786:INFO:_internal: 192.168.0.111 - - [15/Mar/2024 00:33:35] "GET /static/css/styles.css HTTP/1.1" 404 -] [2024-03-15 00:33:35,790:INFO:_internal: 192.168.0.111 - - [15/Mar/2024 00:33:35] "GET /static/css2/style.css HTTP/1.1" 404 -] [2024-03-15 00:33:35,805:INFO:_internal: 192.168.0.111 - - [15/Mar/2024 00:33:35] "GET /static/css2/nunito-font.css HTTP/1.1" 404 -] [2024-03-15 00:33:35,862:INFO:_internal: 192.168.0.111 - - [15/Mar/2024 00:33:35] "GET /static/assets/img/wine.jpg HTTP/1.1" 404 -] [2024-03-15 00:33:35,876:INFO:_internal: 192.168.0.111 - - [15/Mar/2024 00:33:35] "GET /static/assets/img/form-v9.jpg HTTP/1.1" 404 -] [2024-03-15 00:33:35,933:INFO:_internal: 192.168.0.111 - - [15/Mar/2024 00:33:35] "GET /static/assets/favicon.ico HTTP/1.1" 404 -] [2024-03-15 00:33:50,332:INFO:_internal: 192.168.0.111 - - [15/Mar/2024 00:33:50] "POST /predict HTTP/1.1" 200 -] [2024-03-15 00:33:50,374:INFO:_internal: 192.168.0.111 - - [15/Mar/2024 00:33:50] "GET /favicon.ico HTTP/1.1" 404 -]