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kalema3502
/
Kidney-Disease-Classification-MLflow-DVC
connected to https://github.com/MartinKalema/Kidney-Disease-Classification-MLflow-DVC.git

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  1. 

  2. [2024-03-25 14:38:36,382: INFO: common: yaml file: config/config.yaml loaded successfully]
    3. 

  3. [2024-03-25 14:38:36,390: INFO: common: yaml file: params.yaml loaded successfully]
    4. 

  4. [2024-03-25 14:38:36,397: INFO: common: Created directory at: artifacts]
    5. 

  5. [2024-03-25 14:38:36,400: INFO: common: Created directory at: artifacts/data_ingestion]
    6. 

  6. [2024-03-25 14:38:36,403: INFO: 149356000: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    7. 

  7. [2024-03-25 14:39:08,984: INFO: 149356000: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    8. 

  8. [2024-03-25 14:39:09,987: INFO: 149356000: Extracted zip file into: artifacts/data_ingestion]
    9. 

  9. [2024-03-25 16:07:09,611: INFO: main: >>>>>> Data Ingestion Stage started <<<<<<]
    10. 

  10. [2024-03-25 16:07:09,613: INFO: common: yaml file: config/config.yaml loaded successfully]
    11. 

  11. [2024-03-25 16:07:09,614: INFO: common: yaml file: params.yaml loaded successfully]
    12. 

  12. [2024-03-25 16:07:09,614: INFO: common: Created directory at: artifacts]
    13. 

  13. [2024-03-25 16:07:09,614: INFO: common: Created directory at: artifacts/data_ingestion]
    14. 

  14. [2024-03-25 16:07:09,615: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    15. 

  15. [2024-03-25 16:07:45,787: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    16. 

  16. [2024-03-25 16:07:46,338: INFO: data_ingestion: Extracted zip file into: artifacts/data_ingestion]
    17. 

  17. [2024-03-25 16:07:46,339: INFO: main: >>>>>> Data Ingestion Stage completed <<<<<<<
    18. 

  18. 

  19. x========================x]
    20. 

  20. [2024-03-25 23:09:55,362: INFO: common: yaml file: config/config.yaml loaded successfully]
    21. 

  21. [2024-03-25 23:09:55,369: INFO: common: yaml file: params.yaml loaded successfully]
    22. 

  22. [2024-03-25 23:09:55,375: INFO: common: Created directory at: artifacts]
    23. 

  23. [2024-03-25 23:09:55,382: INFO: common: Created directory at: artifacts/prepare_base_model]
    24. 

  24. [2024-03-25 23:10:33,704: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    25. 

  25. [2024-03-26 00:09:05,785: INFO: main: *********************************
    26. 

  26. ]
    27. 

  27. [2024-03-26 00:09:05,785: INFO: main: >>>>>> Data Ingestion Stage started <<<<<<]
    28. 

  28. [2024-03-26 00:09:05,787: INFO: common: yaml file: config/config.yaml loaded successfully]
    29. 

  29. [2024-03-26 00:09:05,789: INFO: common: yaml file: params.yaml loaded successfully]
    30. 

  30. [2024-03-26 00:09:05,790: INFO: common: Created directory at: artifacts]
    31. 

  31. [2024-03-26 00:09:05,790: INFO: common: Created directory at: artifacts/data_ingestion]
    32. 

  32. [2024-03-26 00:09:05,790: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    33. 

  33. [2024-03-26 00:09:36,876: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    34. 

  34. [2024-03-26 00:09:37,455: INFO: data_ingestion: Extracted zip file into: artifacts/data_ingestion]
    35. 

  35. [2024-03-26 00:09:37,455: INFO: main: >>>>>> Data Ingestion Stage completed <<<<<<<
    36. 

  36. **********************************]
    37. 

  37. [2024-03-26 00:09:37,455: INFO: main: *********************************
    38. 

  38. ]
    39. 

  39. [2024-03-26 00:09:37,455: INFO: main: >>>>>> Prepare Base Model Stage started <<<<<<]
    40. 

  40. [2024-03-26 00:09:37,457: INFO: common: yaml file: config/config.yaml loaded successfully]
    41. 

  41. [2024-03-26 00:09:37,459: INFO: common: yaml file: params.yaml loaded successfully]
    42. 

  42. [2024-03-26 00:09:37,459: INFO: common: Created directory at: artifacts]
    43. 

  43. [2024-03-26 00:09:37,459: INFO: common: Created directory at: artifacts/prepare_base_model]
    44. 

  44. [2024-03-26 00:09:38,066: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    45. 

  45. [2024-03-26 00:09:38,384: INFO: main: >>>>>> Prepare Base Model Stage completed <<<<<<<
    46. 

  46.  **********************************]
    47. 

  47. [2024-03-28 01:58:48,111: INFO: common: yaml file: config/config.yaml loaded successfully]
    48. 

  48. [2024-03-28 01:58:48,124: INFO: common: yaml file: params.yaml loaded successfully]
    49. 

  49. [2024-03-28 01:58:48,134: INFO: common: Created directory at: artifacts]
    50. 

  50. [2024-03-28 01:58:48,148: INFO: common: Created directory at: artifacts/training]
    51. 

  51. [2024-03-28 09:58:40,824: INFO: main: *********************************
    52. 

  52. ]
    53. 

  53. [2024-03-28 09:58:40,825: INFO: main: >>>>>> Data Ingestion Stage started <<<<<<]
    54. 

  54. [2024-03-28 09:58:40,827: INFO: common: yaml file: config/config.yaml loaded successfully]
    55. 

  55. [2024-03-28 09:58:40,831: INFO: common: yaml file: params.yaml loaded successfully]
    56. 

  56. [2024-03-28 09:58:40,833: INFO: common: Created directory at: artifacts]
    57. 

  57. [2024-03-28 09:58:40,834: INFO: common: Created directory at: artifacts/data_ingestion]
    58. 

  58. [2024-03-28 09:58:40,834: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    59. 

  59. [2024-03-28 09:59:43,609: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    60. 

  60. [2024-03-28 09:59:44,304: INFO: data_ingestion: Extracted zip file into: artifacts/data_ingestion]
    61. 

  61. [2024-03-28 09:59:44,304: INFO: main: >>>>>> Data Ingestion Stage completed <<<<<<<
    62. 

  62. **********************************]
    63. 

  63. [2024-03-28 09:59:44,304: INFO: main: *********************************
    64. 

  64. ]
    65. 

  65. [2024-03-28 09:59:44,305: INFO: main: >>>>>> Prepare Base Model Stage started <<<<<<]
    66. 

  66. [2024-03-28 09:59:44,309: INFO: common: yaml file: config/config.yaml loaded successfully]
    67. 

  67. [2024-03-28 09:59:44,313: INFO: common: yaml file: params.yaml loaded successfully]
    68. 

  68. [2024-03-28 09:59:44,313: INFO: common: Created directory at: artifacts]
    69. 

  69. [2024-03-28 09:59:44,314: INFO: common: Created directory at: artifacts/prepare_base_model]
    70. 

  70. [2024-03-28 09:59:45,118: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    71. 

  71. [2024-03-28 09:59:45,502: INFO: main: >>>>>> Prepare Base Model Stage completed <<<<<<<
    72. 

  72.  **********************************]
    73. 

  73. [2024-03-28 09:59:45,502: INFO: main: *********************************
    74. 

  74. ]
    75. 

  75. [2024-03-28 09:59:45,502: INFO: main: >>>>>> Training started <<<<<<]
    76. 

  76. [2024-03-28 09:59:45,506: INFO: common: yaml file: config/config.yaml loaded successfully]
    77. 

  77. [2024-03-28 09:59:45,509: INFO: common: yaml file: params.yaml loaded successfully]
    78. 

  78. [2024-03-28 09:59:45,509: INFO: common: Created directory at: artifacts]
    79. 

  79. [2024-03-28 09:59:45,510: INFO: common: Created directory at: artifacts/training]
    80. 

  80. [2024-03-28 10:01:53,559: INFO: main: >>>>>> Training completed <<<<<<<
    81. 

  81.  **********************************]
    82. 

  82. [2024-03-28 19:03:01,522: INFO: common: yaml file: config/config.yaml loaded successfully]
    83. 

  83. [2024-03-28 19:03:01,540: INFO: common: yaml file: params.yaml loaded successfully]
    84. 

  84. [2024-03-28 19:03:01,552: INFO: common: Created directory at: artifacts]
    85. 

  85. [2024-03-28 19:05:21,175: INFO: common: yaml file: config/config.yaml loaded successfully]
    86. 

  86. [2024-03-28 19:05:21,180: INFO: common: yaml file: params.yaml loaded successfully]
    87. 

  87. [2024-03-28 19:05:21,183: INFO: common: Created directory at: artifacts]
    88. 

  88. [2024-03-28 19:05:26,819: INFO: common: yaml file: config/config.yaml loaded successfully]
    89. 

  89. [2024-03-28 19:05:26,828: INFO: common: yaml file: params.yaml loaded successfully]
    90. 

  90. [2024-03-28 19:05:26,832: INFO: common: Created directory at: artifacts]
    91. 

  91. [2024-03-28 19:05:35,955: INFO: common: yaml file: config/config.yaml loaded successfully]
    92. 

  92. [2024-03-28 19:05:35,971: INFO: common: yaml file: params.yaml loaded successfully]
    93. 

  93. [2024-03-28 19:05:35,973: INFO: common: Created directory at: artifacts]
    94. 

  94. [2024-03-28 19:06:54,284: INFO: common: yaml file: config/config.yaml loaded successfully]
    95. 

  95. [2024-03-28 19:06:54,292: INFO: common: yaml file: params.yaml loaded successfully]
    96. 

  96. [2024-03-28 19:06:54,295: INFO: common: Created directory at: artifacts]
    97. 

  97. [2024-03-28 19:08:18,545: INFO: common: Json file saved at: scores.json]
    98. 

  98. [2024-03-28 19:08:24,990: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    99. 

  99. [2024-03-28 19:08:26,364: INFO: builder_impl: Assets written to: /tmp/tmp8cco3vpo/model/data/model/assets]
    100. 

  100. [2024-03-28 19:43:36,790: INFO: common: yaml file: config/config.yaml loaded successfully]
    101. 

  101. [2024-03-28 19:43:36,794: INFO: common: yaml file: params.yaml loaded successfully]
    102. 

  102. [2024-03-28 19:43:36,795: INFO: common: Created directory at: artifacts]
    103. 

  103. [2024-03-28 19:44:36,368: INFO: common: Json file saved at: scores.json]
    104. 

  104. [2024-03-28 19:47:20,377: INFO: common: yaml file: config/config.yaml loaded successfully]
    105. 

  105. [2024-03-28 19:47:20,382: INFO: common: yaml file: params.yaml loaded successfully]
    106. 

  106. [2024-03-28 19:47:20,384: INFO: common: Created directory at: artifacts]
    107. 

  107. [2024-03-28 19:48:19,751: INFO: common: Json file saved at: scores.json]
    108. 

  108. [2024-03-28 19:50:11,372: INFO: common: yaml file: config/config.yaml loaded successfully]
    109. 

  109. [2024-03-28 19:50:11,380: INFO: common: yaml file: params.yaml loaded successfully]
    110. 

  110. [2024-03-28 19:50:11,381: INFO: common: Created directory at: artifacts]
    111. 

  111. [2024-03-28 19:51:19,954: INFO: common: Json file saved at: scores.json]
    112. 

  112. [2024-03-28 19:51:24,468: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    113. 

  113. [2024-03-28 19:51:25,541: INFO: builder_impl: Assets written to: /tmp/tmpmjf0dj7d/model/data/model/assets]
    114. 

  114. [2024-03-28 20:03:24,906: INFO: common: yaml file: config/config.yaml loaded successfully]
    115. 

  115. [2024-03-28 20:03:24,920: INFO: common: yaml file: params.yaml loaded successfully]
    116. 

  116. [2024-03-28 20:03:24,924: INFO: common: Created directory at: artifacts]
    117. 

  117. [2024-03-28 20:04:26,067: INFO: common: Json file saved at: scores.json]
    118. 

  118. [2024-03-28 20:04:31,324: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    119. 

  119. [2024-03-28 20:04:32,106: INFO: builder_impl: Assets written to: /tmp/tmp0hhl57aj/model/data/model/assets]
    120. 

  120. [2024-03-28 21:00:01,032: INFO: main: *********************************
    121. 

  121. ]
    122. 

  122. [2024-03-28 21:00:01,034: INFO: main: >>>>>> Data Ingestion Stage started <<<<<<]
    123. 

  123. [2024-03-28 21:00:01,046: INFO: common: yaml file: config/config.yaml loaded successfully]
    124. 

  124. [2024-03-28 21:00:01,050: INFO: common: yaml file: params.yaml loaded successfully]
    125. 

  125. [2024-03-28 21:00:01,052: INFO: common: Created directory at: artifacts]
    126. 

  126. [2024-03-28 21:00:01,054: INFO: common: Created directory at: artifacts/data_ingestion]
    127. 

  127. [2024-03-28 21:00:01,055: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    128. 

  128. [2024-03-28 21:00:32,672: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    129. 

  129. [2024-03-28 21:00:33,323: INFO: data_ingestion: Extracted zip file into: artifacts/data_ingestion]
    130. 

  130. [2024-03-28 21:00:33,324: INFO: main: >>>>>> Data Ingestion Stage completed <<<<<<<
    131. 

  131. **********************************]
    132. 

  132. [2024-03-28 21:00:33,324: INFO: main: *********************************
    133. 

  133. ]
    134. 

  134. [2024-03-28 21:00:33,325: INFO: main: >>>>>> Prepare Base Model Stage started <<<<<<]
    135. 

  135. [2024-03-28 21:00:33,335: INFO: common: yaml file: config/config.yaml loaded successfully]
    136. 

  136. [2024-03-28 21:00:33,338: INFO: common: yaml file: params.yaml loaded successfully]
    137. 

  137. [2024-03-28 21:00:33,339: INFO: common: Created directory at: artifacts]
    138. 

  138. [2024-03-28 21:00:33,339: INFO: common: Created directory at: artifacts/prepare_base_model]
    139. 

  139. [2024-03-28 21:00:33,944: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    140. 

  140. [2024-03-28 21:00:34,248: INFO: main: >>>>>> Prepare Base Model Stage completed <<<<<<<
    141. 

  141.  **********************************]
    142. 

  142. [2024-03-28 21:00:34,248: INFO: main: *********************************
    143. 

  143. ]
    144. 

  144. [2024-03-28 21:00:34,248: INFO: main: >>>>>> Training started <<<<<<]
    145. 

  145. [2024-03-28 21:00:34,250: INFO: common: yaml file: config/config.yaml loaded successfully]
    146. 

  146. [2024-03-28 21:00:34,252: INFO: common: yaml file: params.yaml loaded successfully]
    147. 

  147. [2024-03-28 21:00:34,252: INFO: common: Created directory at: artifacts]
    148. 

  148. [2024-03-28 21:00:34,252: INFO: common: Created directory at: artifacts/training]
    149. 

  149. [2024-03-28 21:04:59,095: INFO: main: >>>>>> Training completed <<<<<<<
    150. 

  150.  **********************************]
    151. 

  151. [2024-03-28 21:04:59,097: INFO: main: *********************************
    152. 

  152. ]
    153. 

  153. [2024-03-28 21:04:59,097: INFO: main: >>>>>> Model Evaluation started <<<<<<]
    154. 

  154. [2024-03-28 21:04:59,100: INFO: common: yaml file: config/config.yaml loaded successfully]
    155. 

  155. [2024-03-28 21:04:59,102: INFO: common: yaml file: params.yaml loaded successfully]
    156. 

  156. [2024-03-28 21:04:59,102: INFO: common: Created directory at: artifacts]
    157. 

  157. [2024-03-28 21:05:38,800: INFO: common: Json file saved at: scores.json]
    158. 

  158. [2024-03-28 21:05:40,907: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    159. 

  159. [2024-03-28 21:05:41,568: INFO: builder_impl: Assets written to: /tmp/tmpkc6cs54g/model/data/model/assets]
    160. 

  160. [2024-03-28 21:05:49,035: INFO: main: >>>>>> Model Evaluation completed <<<<<<<
    161. 

  161.  **********************************]
    162. 

  162. [2024-03-28 21:17:53,550: INFO: main: *********************************
    163. 

  163. ]
    164. 

  164. [2024-03-28 21:17:53,551: INFO: main: >>>>>> Data Ingestion Stage started <<<<<<]
    165. 

  165. [2024-03-28 21:17:53,558: INFO: common: yaml file: config/config.yaml loaded successfully]
    166. 

  166. [2024-03-28 21:17:53,561: INFO: common: yaml file: params.yaml loaded successfully]
    167. 

  167. [2024-03-28 21:17:53,561: INFO: common: Created directory at: artifacts]
    168. 

  168. [2024-03-28 21:17:53,562: INFO: common: Created directory at: artifacts/data_ingestion]
    169. 

  169. [2024-03-28 21:17:53,562: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    170. 

  170. [2024-03-28 21:18:40,556: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    171. 

  171. [2024-03-28 21:18:41,078: INFO: data_ingestion: Extracted zip file into: artifacts/data_ingestion]
    172. 

  172. [2024-03-28 21:18:41,079: INFO: main: >>>>>> Data Ingestion Stage completed <<<<<<<
    173. 

  173. **********************************]
    174. 

  174. [2024-03-28 21:18:41,079: INFO: main: *********************************
    175. 

  175. ]
    176. 

  176. [2024-03-28 21:18:41,079: INFO: main: >>>>>> Prepare Base Model Stage started <<<<<<]
    177. 

  177. [2024-03-28 21:18:41,081: INFO: common: yaml file: config/config.yaml loaded successfully]
    178. 

  178. [2024-03-28 21:18:41,083: INFO: common: yaml file: params.yaml loaded successfully]
    179. 

  179. [2024-03-28 21:18:41,083: INFO: common: Created directory at: artifacts]
    180. 

  180. [2024-03-28 21:18:41,083: INFO: common: Created directory at: artifacts/prepare_base_model]
    181. 

  181. [2024-03-28 21:18:41,649: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    182. 

  182. [2024-03-28 21:18:41,968: INFO: main: >>>>>> Prepare Base Model Stage completed <<<<<<<
    183. 

  183.  **********************************]
    184. 

  184. [2024-03-28 21:18:41,968: INFO: main: *********************************
    185. 

  185. ]
    186. 

  186. [2024-03-28 21:18:41,968: INFO: main: >>>>>> Training started <<<<<<]
    187. 

  187. [2024-03-28 21:18:41,970: INFO: common: yaml file: config/config.yaml loaded successfully]
    188. 

  188. [2024-03-28 21:18:41,972: INFO: common: yaml file: params.yaml loaded successfully]
    189. 

  189. [2024-03-28 21:18:41,972: INFO: common: Created directory at: artifacts]
    190. 

  190. [2024-03-28 21:18:41,972: INFO: common: Created directory at: artifacts/training]
    191. 

  191. [2024-03-28 21:22:50,803: INFO: main: >>>>>> Training completed <<<<<<<
    192. 

  192.  **********************************]
    193. 

  193. [2024-03-28 21:22:50,805: INFO: main: *********************************
    194. 

  194. ]
    195. 

  195. [2024-03-28 21:22:50,805: INFO: main: >>>>>> Model Evaluation started <<<<<<]
    196. 

  196. [2024-03-28 21:22:50,807: INFO: common: yaml file: config/config.yaml loaded successfully]
    197. 

  197. [2024-03-28 21:22:50,809: INFO: common: yaml file: params.yaml loaded successfully]
    198. 

  198. [2024-03-28 21:22:50,809: INFO: common: Created directory at: artifacts]
    199. 

  199. [2024-03-28 21:23:30,976: INFO: common: Json file saved at: scores.json]
    200. 

  200. [2024-03-28 21:24:05,651: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    201. 

  201. [2024-03-28 21:24:06,306: INFO: builder_impl: Assets written to: /tmp/tmpkd34hq4m/model/data/model/assets]
    202. 

  202. [2024-03-28 21:26:45,812: INFO: main: >>>>>> Model Evaluation completed <<<<<<<
    203. 

  203.  **********************************]
    204. 

  204. [2024-03-28 23:07:40,861: INFO: stage_01_data_ingestion: >>>>>> Data Ingestion Stage started <<<<<<]
    205. 

  205. [2024-03-28 23:07:40,864: INFO: common: yaml file: config/config.yaml loaded successfully]
    206. 

  206. [2024-03-28 23:07:40,866: INFO: common: yaml file: params.yaml loaded successfully]
    207. 

  207. [2024-03-28 23:07:40,867: INFO: common: Created directory at: artifacts]
    208. 

  208. [2024-03-28 23:07:40,867: INFO: common: Created directory at: artifacts/data_ingestion]
    209. 

  209. [2024-03-28 23:07:40,868: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    210. 

  210. [2024-03-28 23:08:06,768: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    211. 

  211. [2024-03-28 23:08:07,327: INFO: data_ingestion: Extracted zip file into: artifacts/data_ingestion]
    212. 

  212. [2024-03-28 23:08:07,327: INFO: stage_01_data_ingestion: >>>>>> Data Ingestion Stage completed <<<<<<<
    213. 

  213. 

  214. x========================x]
    215. 

  215. [2024-03-28 23:08:13,468: INFO: stage_02_prepare_base_model: *********************************
    216. 

  216. ]
    217. 

  217. [2024-03-28 23:08:13,468: INFO: stage_02_prepare_base_model: >>>>>> Prepare Base Model started <<<<<<]
    218. 

  218. [2024-03-28 23:08:13,471: INFO: common: yaml file: config/config.yaml loaded successfully]
    219. 

  219. [2024-03-28 23:08:13,473: INFO: common: yaml file: params.yaml loaded successfully]
    220. 

  220. [2024-03-28 23:08:13,473: INFO: common: Created directory at: artifacts]
    221. 

  221. [2024-03-28 23:08:13,473: INFO: common: Created directory at: artifacts/prepare_base_model]
    222. 

  222. [2024-03-28 23:08:14,186: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    223. 

  223. [2024-03-28 23:08:14,523: INFO: stage_02_prepare_base_model: >>>>>> Prepare Base Model completed <<<<<<<
    224. 

  224.  **********************************]
    225. 

  225. [2024-03-28 23:08:18,948: INFO: stage_03_model_training: *********************************
    226. 

  226. ]
    227. 

  227. [2024-03-28 23:08:18,948: INFO: stage_03_model_training: >>>>>> Training started <<<<<<]
    228. 

  228. [2024-03-28 23:08:18,950: INFO: common: yaml file: config/config.yaml loaded successfully]
    229. 

  229. [2024-03-28 23:08:18,952: INFO: common: yaml file: params.yaml loaded successfully]
    230. 

  230. [2024-03-28 23:08:18,953: INFO: common: Created directory at: artifacts]
    231. 

  231. [2024-03-28 23:08:18,953: INFO: common: Created directory at: artifacts/training]
    232. 

  232. [2024-03-28 23:12:44,653: INFO: stage_03_model_training: >>>>>> Training completed <<<<<<<
    233. 

  233.  **********************************]
    234. 

  234. [2024-03-28 23:12:50,521: INFO: stage_04_model_evaluation: *********************************
    235. 

  235. ]
    236. 

  236. [2024-03-28 23:12:50,521: INFO: stage_04_model_evaluation: >>>>>> Model Evaluation started <<<<<<]
    237. 

  237. [2024-03-28 23:12:50,526: INFO: common: yaml file: config/config.yaml loaded successfully]
    238. 

  238. [2024-03-28 23:12:50,536: INFO: common: yaml file: params.yaml loaded successfully]
    239. 

  239. [2024-03-28 23:12:50,537: INFO: common: Created directory at: artifacts]
    240. 

  240. [2024-03-28 23:13:30,407: INFO: common: Json file saved at: scores.json]
    241. 

  241. [2024-03-28 23:13:32,668: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    242. 

  242. [2024-03-28 23:13:33,502: INFO: builder_impl: Assets written to: /tmp/tmpq_wp1uxb/model/data/model/assets]
    243. 

  243. [2024-03-28 23:13:39,820: INFO: stage_04_model_evaluation: >>>>>> Model Evaluation completed <<<<<<<
    244. 

  244.  **********************************]
    245. 

  245. [2024-03-28 23:33:49,734: INFO: stage_04_model_evaluation: *********************************
    246. 

  246. ]
    247. 

  247. [2024-03-28 23:33:49,734: INFO: stage_04_model_evaluation: >>>>>> Model Evaluation started <<<<<<]
    248. 

  248. [2024-03-28 23:33:49,737: INFO: common: yaml file: config/config.yaml loaded successfully]
    249. 

  249. [2024-03-28 23:33:49,739: INFO: common: yaml file: params.yaml loaded successfully]
    250. 

  250. [2024-03-28 23:33:49,739: INFO: common: Created directory at: artifacts]
    251. 

  251. [2024-03-28 23:34:31,121: INFO: common: Json file saved at: scores.json]
    252. 

  252. [2024-03-28 23:34:33,358: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    253. 

  253. [2024-03-28 23:34:34,178: INFO: builder_impl: Assets written to: /tmp/tmpzsy_0gdg/model/data/model/assets]
    254. 

  254. [2024-03-28 23:34:40,557: INFO: stage_04_model_evaluation: >>>>>> Model Evaluation completed <<<<<<<
    255. 

  255.  **********************************]
    256. 

  256. [2024-03-28 23:36:29,136: INFO: stage_04_model_evaluation: *********************************
    257. 

  257. ]
    258. 

  258. [2024-03-28 23:36:29,137: INFO: stage_04_model_evaluation: >>>>>> Model Evaluation started <<<<<<]
    259. 

  259. [2024-03-28 23:36:29,139: INFO: common: yaml file: config/config.yaml loaded successfully]
    260. 

  260. [2024-03-28 23:36:29,144: INFO: common: yaml file: params.yaml loaded successfully]
    261. 

  261. [2024-03-28 23:36:29,145: INFO: common: Created directory at: artifacts]
    262. 

  262. [2024-03-28 23:37:09,379: INFO: common: Json file saved at: scores.json]
    263. 

  263. [2024-03-28 23:37:13,701: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    264. 

  264. [2024-03-28 23:37:14,404: INFO: builder_impl: Assets written to: /tmp/tmputz7rtbz/model/data/model/assets]
    265. 

  265. [2024-03-28 23:38:42,160: INFO: stage_04_model_evaluation: >>>>>> Model Evaluation completed <<<<<<<
    266. 

  266.  **********************************]
    267. 

  267. [2024-03-29 13:42:16,781: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
    268. 

  268.  * Running on all addresses (0.0.0.0)
    269. 

  269.  * Running on http://127.0.0.1:8082
    270. 

  270.  * Running on http://192.168.111.111:8082]
    271. 

  271. [2024-03-29 13:42:16,781: INFO: _internal: Press CTRL+C to quit]
    272. 

  272. [2024-03-29 13:42:16,783: INFO: _internal:  * Restarting with stat]
    273. 

  273. [2024-03-29 13:42:20,358: WARNING: _internal:  * Debugger is active!]
    274. 

  274. [2024-03-29 13:42:20,511: INFO: _internal:  * Debugger PIN: 104-637-584]
    275. 

  275. [2024-03-29 13:43:03,824: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
    276. 

  276.  * Running on all addresses (0.0.0.0)
    277. 

  277.  * Running on http://127.0.0.1:6000
    278. 

  278.  * Running on http://192.168.111.111:6000]
    279. 

  279. [2024-03-29 13:43:03,825: INFO: _internal: Press CTRL+C to quit]
    280. 

  280. [2024-03-29 13:43:46,672: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
    281. 

  281.  * Running on all addresses (0.0.0.0)
    282. 

  282.  * Running on http://127.0.0.1:5000
    283. 

  283.  * Running on http://192.168.111.111:5000]
    284. 

  284. [2024-03-29 13:43:46,672: INFO: _internal: Press CTRL+C to quit]
    285. 

  285. [2024-03-29 13:43:52,868: INFO: _internal: 127.0.0.1 - - [29/Mar/2024 13:43:52] "GET / HTTP/1.1" 200 -]
    286. 

  286. [2024-03-29 13:43:53,098: INFO: _internal: 127.0.0.1 - - [29/Mar/2024 13:43:53] "GET /favicon.ico HTTP/1.1" 404 -]
    287. 

  287. [2024-03-29 13:59:46,251: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
    288. 

  288.  * Running on all addresses (0.0.0.0)
    289. 

  289.  * Running on http://127.0.0.1:5000
    290. 

  290.  * Running on http://192.168.111.111:5000]
    291. 

  291. [2024-03-29 13:59:46,251: INFO: _internal: Press CTRL+C to quit]
    292. 

  292. [2024-03-29 13:59:52,270: INFO: _internal: 127.0.0.1 - - [29/Mar/2024 13:59:52] "GET / HTTP/1.1" 200 -]
    293. 

  293. [2024-03-29 14:02:48,165: INFO: _internal: 127.0.0.1 - - [29/Mar/2024 14:02:48] "POST /predict HTTP/1.1" 200 -]
    294.
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Integrate Google Cloud Storage
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Integrate Azure Cloud Storage
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Use Azure Cloud Storage!

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Kidney-Disease-Classification-MLflow-DVC is now integrated with Azure Cloud Storage!

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