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hlibbabii
/
bohr
mirror of https://github.com/giganticode/bohr.git

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  1. stages:
    2. 

  2.   preprocess_berger:
    3. 

  3.     cmd: cp downloaded-data/berger.csv data && echo "data/berger.csv" >> .gitignore
    4. 

  4.       && git add .gitignore
    5. 

  5.     deps:
    6. 

  6.     - downloaded-data/berger.csv
    7. 

  7.     outs:
    8. 

  8.     - data/berger.csv:
    9. 

  9.         cache: false
    10. 

  10.   preprocess_herzig:
    11. 

  11.     cmd: cp downloaded-data/herzig.csv data && echo "data/herzig.csv" >> .gitignore
    12. 

  12.       && git add .gitignore
    13. 

  13.     deps:
    14. 

  14.     - downloaded-data/herzig.csv
    15. 

  15.     outs:
    16. 

  16.     - data/herzig.csv:
    17. 

  17.         cache: false
    18. 

  18.   preprocess_1151-commits:
    19. 

  19.     cmd: cp downloaded-data/1151-commits.csv data && echo "data/1151-commits.csv"
    20. 

  20.       >> .gitignore && git add .gitignore
    21. 

  21.     deps:
    22. 

  22.     - downloaded-data/1151-commits.csv
    23. 

  23.     outs:
    24. 

  24.     - data/1151-commits.csv:
    25. 

  25.         cache: false
    26. 

  26.   preprocess_200k-commits:
    27. 

  27.     cmd: cp downloaded-data/200k-commits.csv data && echo "data/200k-commits.csv"
    28. 

  28.       >> .gitignore && git add .gitignore
    29. 

  29.     deps:
    30. 

  30.     - downloaded-data/200k-commits.csv
    31. 

  31.     outs:
    32. 

  32.     - data/200k-commits.csv:
    33. 

  33.         cache: false
    34. 

  34.   preprocess_200k-commits-issues:
    35. 

  35.     cmd: cp downloaded-data/200k-commits-issues.csv data && echo "data/200k-commits-issues.csv"
    36. 

  36.       >> .gitignore && git add .gitignore
    37. 

  37.     deps:
    38. 

  38.     - downloaded-data/200k-commits-issues.csv
    39. 

  39.     outs:
    40. 

  40.     - data/200k-commits-issues.csv:
    41. 

  41.         cache: false
    42. 

  42.   preprocess_200k-commits-files:
    43. 

  43.     cmd: 7z x downloaded-data/200k-commits-files.csv.7z -odata && echo "data/200k-commits-files.csv"
    44. 

  44.       >> .gitignore && git add .gitignore
    45. 

  45.     deps:
    46. 

  46.     - downloaded-data/200k-commits-files.csv.7z
    47. 

  47.     outs:
    48. 

  48.     - data/200k-commits-files.csv:
    49. 

  49.         cache: false
    50. 

  50.   preprocess_200k-commits-link-issues:
    51. 

  51.     cmd: cp downloaded-data/200k-commits-link-issues.csv data && echo "data/200k-commits-link-issues.csv"
    52. 

  52.       >> .gitignore && git add .gitignore
    53. 

  53.     deps:
    54. 

  54.     - downloaded-data/200k-commits-link-issues.csv
    55. 

  55.     outs:
    56. 

  56.     - data/200k-commits-link-issues.csv:
    57. 

  57.         cache: false
    58. 

  58.   preprocess_200k-commits-manual-labels:
    59. 

  59.     cmd: cp downloaded-data/200k-commits-manual-labels.csv data && echo "data/200k-commits-manual-labels.csv"
    60. 

  60.       >> .gitignore && git add .gitignore
    61. 

  61.     deps:
    62. 

  62.     - downloaded-data/200k-commits-manual-labels.csv
    63. 

  63.     outs:
    64. 

  64.     - data/200k-commits-manual-labels.csv:
    65. 

  65.         cache: false
    66. 

  66.   preprocess_smells-train:
    67. 

  67.     cmd: data-preprocessing/smells.sh
    68. 

  68.     deps:
    69. 

  69.     - data-preprocessing/smells.sh
    70. 

  70.     - downloaded-data/smells-madeyski.csv
    71. 

  71.     outs:
    72. 

  72.     - data/smells/train.csv
    73. 

  73.   preprocess_smells-test:
    74. 

  74.     cmd: data-preprocessing/smells.sh
    75. 

  75.     deps:
    76. 

  76.     - data-preprocessing/smells.sh
    77. 

  77.     - downloaded-data/smells-madeyski.csv
    78. 

  78.     outs:
    79. 

  79.     - data/smells/test.csv
    80. 

  80.   parse_labels:
    81. 

  81.     cmd: bohr parse-labels
    82. 

  82.     deps:
    83. 

  83.     - labels
    84. 

  84.     outs:
    85. 

  85.     - labels.py:
    86. 

  86.         cache: false
    87. 

  87.   bugginess_apply_heuristics__heuristics_bugginess__200k-commits:
    88. 

  88.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.bugginess --dataset
    89. 

  89.       200k-commits
    90. 

  90.     deps:
    91. 

  91.     - data/200k-commits-files.csv
    92. 

  92.     - data/200k-commits-issues.csv
    93. 

  93.     - data/200k-commits-manual-labels.csv
    94. 

  94.     - data/200k-commits.csv
    95. 

  95.     - heuristics/bugginess.py
    96. 

  96.     - labels.py
    97. 

  97.     params:
    98. 

  98.     - bohr.json:
    99. 

  99.       - bohr_framework_version
    100. 

  100.     outs:
    101. 

  101.     - generated/bugginess/heuristics.bugginess/heuristic_matrix_200k-commits.pkl
    102. 

  102.     metrics:
    103. 

  103.     - metrics/bugginess/heuristics.bugginess/heuristic_metrics_200k-commits.json:
    104. 

  104.         cache: false
    105. 

  105.   bugginess_apply_heuristics__heuristics_bugginess__1151-commits:
    106. 

  106.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.bugginess --dataset
    107. 

  107.       1151-commits
    108. 

  108.     deps:
    109. 

  109.     - data/1151-commits.csv
    110. 

  110.     - heuristics/bugginess.py
    111. 

  111.     - labels.py
    112. 

  112.     params:
    113. 

  113.     - bohr.json:
    114. 

  114.       - bohr_framework_version
    115. 

  115.     outs:
    116. 

  116.     - generated/bugginess/heuristics.bugginess/heuristic_matrix_1151-commits.pkl
    117. 

  117.     metrics:
    118. 

  118.     - metrics/bugginess/heuristics.bugginess/heuristic_metrics_1151-commits.json:
    119. 

  119.         cache: false
    120. 

  120.   bugginess_apply_heuristics__heuristics_bugginess__berger:
    121. 

  121.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.bugginess --dataset
    122. 

  122.       berger
    123. 

  123.     deps:
    124. 

  124.     - data/berger.csv
    125. 

  125.     - heuristics/bugginess.py
    126. 

  126.     - labels.py
    127. 

  127.     params:
    128. 

  128.     - bohr.json:
    129. 

  129.       - bohr_framework_version
    130. 

  130.     outs:
    131. 

  131.     - generated/bugginess/heuristics.bugginess/heuristic_matrix_berger.pkl
    132. 

  132.     metrics:
    133. 

  133.     - metrics/bugginess/heuristics.bugginess/heuristic_metrics_berger.json:
    134. 

  134.         cache: false
    135. 

  135.   bugginess_apply_heuristics__heuristics_bugginess__herzig:
    136. 

  136.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.bugginess --dataset
    137. 

  137.       herzig
    138. 

  138.     deps:
    139. 

  139.     - data/herzig.csv
    140. 

  140.     - heuristics/bugginess.py
    141. 

  141.     - labels.py
    142. 

  142.     params:
    143. 

  143.     - bohr.json:
    144. 

  144.       - bohr_framework_version
    145. 

  145.     outs:
    146. 

  146.     - generated/bugginess/heuristics.bugginess/heuristic_matrix_herzig.pkl
    147. 

  147.     metrics:
    148. 

  148.     - metrics/bugginess/heuristics.bugginess/heuristic_metrics_herzig.json:
    149. 

  149.         cache: false
    150. 

  150.   bugginess_apply_heuristics__heuristics_idans_models__200k-commits:
    151. 

  151.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.idans_models
    152. 

  152.       --dataset 200k-commits
    153. 

  153.     deps:
    154. 

  154.     - data/200k-commits-files.csv
    155. 

  155.     - data/200k-commits-issues.csv
    156. 

  156.     - data/200k-commits-manual-labels.csv
    157. 

  157.     - data/200k-commits.csv
    158. 

  158.     - heuristics/idans_models.py
    159. 

  159.     - labels.py
    160. 

  160.     params:
    161. 

  161.     - bohr.json:
    162. 

  162.       - bohr_framework_version
    163. 

  163.     outs:
    164. 

  164.     - generated/bugginess/heuristics.idans_models/heuristic_matrix_200k-commits.pkl
    165. 

  165.     metrics:
    166. 

  166.     - metrics/bugginess/heuristics.idans_models/heuristic_metrics_200k-commits.json:
    167. 

  167.         cache: false
    168. 

  168.   bugginess_apply_heuristics__heuristics_idans_models__1151-commits:
    169. 

  169.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.idans_models
    170. 

  170.       --dataset 1151-commits
    171. 

  171.     deps:
    172. 

  172.     - data/1151-commits.csv
    173. 

  173.     - heuristics/idans_models.py
    174. 

  174.     - labels.py
    175. 

  175.     params:
    176. 

  176.     - bohr.json:
    177. 

  177.       - bohr_framework_version
    178. 

  178.     outs:
    179. 

  179.     - generated/bugginess/heuristics.idans_models/heuristic_matrix_1151-commits.pkl
    180. 

  180.     metrics:
    181. 

  181.     - metrics/bugginess/heuristics.idans_models/heuristic_metrics_1151-commits.json:
    182. 

  182.         cache: false
    183. 

  183.   bugginess_apply_heuristics__heuristics_idans_models__berger:
    184. 

  184.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.idans_models
    185. 

  185.       --dataset berger
    186. 

  186.     deps:
    187. 

  187.     - data/berger.csv
    188. 

  188.     - heuristics/idans_models.py
    189. 

  189.     - labels.py
    190. 

  190.     params:
    191. 

  191.     - bohr.json:
    192. 

  192.       - bohr_framework_version
    193. 

  193.     outs:
    194. 

  194.     - generated/bugginess/heuristics.idans_models/heuristic_matrix_berger.pkl
    195. 

  195.     metrics:
    196. 

  196.     - metrics/bugginess/heuristics.idans_models/heuristic_metrics_berger.json:
    197. 

  197.         cache: false
    198. 

  198.   bugginess_apply_heuristics__heuristics_idans_models__herzig:
    199. 

  199.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.idans_models
    200. 

  200.       --dataset herzig
    201. 

  201.     deps:
    202. 

  202.     - data/herzig.csv
    203. 

  203.     - heuristics/idans_models.py
    204. 

  204.     - labels.py
    205. 

  205.     params:
    206. 

  206.     - bohr.json:
    207. 

  207.       - bohr_framework_version
    208. 

  208.     outs:
    209. 

  209.     - generated/bugginess/heuristics.idans_models/heuristic_matrix_herzig.pkl
    210. 

  210.     metrics:
    211. 

  211.     - metrics/bugginess/heuristics.idans_models/heuristic_metrics_herzig.json:
    212. 

  212.         cache: false
    213. 

  213.   bugginess_apply_heuristics__heuristics_manuallabels__200k-commits:
    214. 

  214.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.manuallabels
    215. 

  215.       --dataset 200k-commits
    216. 

  216.     deps:
    217. 

  217.     - data/200k-commits-files.csv
    218. 

  218.     - data/200k-commits-issues.csv
    219. 

  219.     - data/200k-commits-manual-labels.csv
    220. 

  220.     - data/200k-commits.csv
    221. 

  221.     - heuristics/manuallabels.py
    222. 

  222.     - labels.py
    223. 

  223.     params:
    224. 

  224.     - bohr.json:
    225. 

  225.       - bohr_framework_version
    226. 

  226.     outs:
    227. 

  227.     - generated/bugginess/heuristics.manuallabels/heuristic_matrix_200k-commits.pkl
    228. 

  228.     metrics:
    229. 

  229.     - metrics/bugginess/heuristics.manuallabels/heuristic_metrics_200k-commits.json:
    230. 

  230.         cache: false
    231. 

  231.   bugginess_apply_heuristics__heuristics_manuallabels__1151-commits:
    232. 

  232.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.manuallabels
    233. 

  233.       --dataset 1151-commits
    234. 

  234.     deps:
    235. 

  235.     - data/1151-commits.csv
    236. 

  236.     - heuristics/manuallabels.py
    237. 

  237.     - labels.py
    238. 

  238.     params:
    239. 

  239.     - bohr.json:
    240. 

  240.       - bohr_framework_version
    241. 

  241.     outs:
    242. 

  242.     - generated/bugginess/heuristics.manuallabels/heuristic_matrix_1151-commits.pkl
    243. 

  243.     metrics:
    244. 

  244.     - metrics/bugginess/heuristics.manuallabels/heuristic_metrics_1151-commits.json:
    245. 

  245.         cache: false
    246. 

  246.   bugginess_apply_heuristics__heuristics_manuallabels__berger:
    247. 

  247.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.manuallabels
    248. 

  248.       --dataset berger
    249. 

  249.     deps:
    250. 

  250.     - data/berger.csv
    251. 

  251.     - heuristics/manuallabels.py
    252. 

  252.     - labels.py
    253. 

  253.     params:
    254. 

  254.     - bohr.json:
    255. 

  255.       - bohr_framework_version
    256. 

  256.     outs:
    257. 

  257.     - generated/bugginess/heuristics.manuallabels/heuristic_matrix_berger.pkl
    258. 

  258.     metrics:
    259. 

  259.     - metrics/bugginess/heuristics.manuallabels/heuristic_metrics_berger.json:
    260. 

  260.         cache: false
    261. 

  261.   bugginess_apply_heuristics__heuristics_manuallabels__herzig:
    262. 

  262.     cmd: bohr apply-heuristics bugginess --heuristic-group heuristics.manuallabels
    263. 

  263.       --dataset herzig
    264. 

  264.     deps:
    265. 

  265.     - data/herzig.csv
    266. 

  266.     - heuristics/manuallabels.py
    267. 

  267.     - labels.py
    268. 

  268.     params:
    269. 

  269.     - bohr.json:
    270. 

  270.       - bohr_framework_version
    271. 

  271.     outs:
    272. 

  272.     - generated/bugginess/heuristics.manuallabels/heuristic_matrix_herzig.pkl
    273. 

  273.     metrics:
    274. 

  274.     - metrics/bugginess/heuristics.manuallabels/heuristic_metrics_herzig.json:
    275. 

  275.         cache: false
    276. 

  276.   bugginess_combine_heuristics:
    277. 

  277.     cmd: bohr apply-heuristics bugginess
    278. 

  278.     deps:
    279. 

  279.     - generated/bugginess/heuristics.bugginess/heuristic_matrix_1151-commits.pkl
    280. 

  280.     - generated/bugginess/heuristics.bugginess/heuristic_matrix_200k-commits.pkl
    281. 

  281.     - generated/bugginess/heuristics.bugginess/heuristic_matrix_berger.pkl
    282. 

  282.     - generated/bugginess/heuristics.bugginess/heuristic_matrix_herzig.pkl
    283. 

  283.     - generated/bugginess/heuristics.idans_models/heuristic_matrix_1151-commits.pkl
    284. 

  284.     - generated/bugginess/heuristics.idans_models/heuristic_matrix_200k-commits.pkl
    285. 

  285.     - generated/bugginess/heuristics.idans_models/heuristic_matrix_berger.pkl
    286. 

  286.     - generated/bugginess/heuristics.idans_models/heuristic_matrix_herzig.pkl
    287. 

  287.     - generated/bugginess/heuristics.manuallabels/heuristic_matrix_1151-commits.pkl
    288. 

  288.     - generated/bugginess/heuristics.manuallabels/heuristic_matrix_200k-commits.pkl
    289. 

  289.     - generated/bugginess/heuristics.manuallabels/heuristic_matrix_berger.pkl
    290. 

  290.     - generated/bugginess/heuristics.manuallabels/heuristic_matrix_herzig.pkl
    291. 

  291.     params:
    292. 

  292.     - bohr.json:
    293. 

  293.       - bohr_framework_version
    294. 

  294.     outs:
    295. 

  295.     - generated/bugginess/analysis_1151-commits.csv:
    296. 

  296.         cache: false
    297. 

  297.     - generated/bugginess/analysis_200k-commits.csv:
    298. 

  298.         cache: false
    299. 

  299.     - generated/bugginess/analysis_berger.csv:
    300. 

  300.         cache: false
    301. 

  301.     - generated/bugginess/analysis_herzig.csv:
    302. 

  302.         cache: false
    303. 

  303.     - generated/bugginess/heuristic_matrix_1151-commits.pkl
    304. 

  304.     - generated/bugginess/heuristic_matrix_200k-commits.pkl
    305. 

  305.     - generated/bugginess/heuristic_matrix_berger.pkl
    306. 

  306.     - generated/bugginess/heuristic_matrix_herzig.pkl
    307. 

  307.     metrics:
    308. 

  308.     - metrics/bugginess/analysis_1151-commits.json:
    309. 

  309.         cache: false
    310. 

  310.     - metrics/bugginess/analysis_200k-commits.json:
    311. 

  311.         cache: false
    312. 

  312.     - metrics/bugginess/analysis_berger.json:
    313. 

  313.         cache: false
    314. 

  314.     - metrics/bugginess/analysis_herzig.json:
    315. 

  315.         cache: false
    316. 

  316.     - metrics/bugginess/heuristic_metrics_1151-commits.json:
    317. 

  317.         cache: false
    318. 

  318.     - metrics/bugginess/heuristic_metrics_200k-commits.json:
    319. 

  319.         cache: false
    320. 

  320.     - metrics/bugginess/heuristic_metrics_berger.json:
    321. 

  321.         cache: false
    322. 

  322.     - metrics/bugginess/heuristic_metrics_herzig.json:
    323. 

  323.         cache: false
    324. 

  324.   bugginess_train_label_model:
    325. 

  325.     cmd: bohr train-label-model bugginess 200k-commits
    326. 

  326.     deps:
    327. 

  327.     - data/1151-commits.csv
    328. 

  328.     - data/berger.csv
    329. 

  329.     - data/herzig.csv
    330. 

  330.     - generated/bugginess/heuristic_matrix_1151-commits.pkl
    331. 

  331.     - generated/bugginess/heuristic_matrix_200k-commits.pkl
    332. 

  332.     - generated/bugginess/heuristic_matrix_berger.pkl
    333. 

  333.     - generated/bugginess/heuristic_matrix_herzig.pkl
    334. 

  334.     params:
    335. 

  335.     - bohr.json:
    336. 

  336.       - bohr_framework_version
    337. 

  337.     outs:
    338. 

  338.     - generated/bugginess/label_model.pkl
    339. 

  339.     - generated/bugginess/label_model_weights.csv:
    340. 

  340.         cache: false
    341. 

  341.     metrics:
    342. 

  342.     - metrics/bugginess/label_model_metrics.json:
    343. 

  343.         cache: false
    344. 

  344.   bugginess_label_dataset_200k-commits:
    345. 

  345.     cmd: bohr label-dataset bugginess 200k-commits
    346. 

  346.     deps:
    347. 

  347.     - data/200k-commits.csv
    348. 

  348.     - generated/bugginess/heuristic_matrix_200k-commits.pkl
    349. 

  349.     - generated/bugginess/label_model.pkl
    350. 

  350.     params:
    351. 

  351.     - bohr.json:
    352. 

  352.       - bohr_framework_version
    353. 

  353.     outs:
    354. 

  354.     - labeled-datasets/200k-commits.labeled.csv
    355. 

  355.   bugginess_label_dataset_1151-commits:
    356. 

  356.     cmd: bohr label-dataset bugginess 1151-commits
    357. 

  357.     deps:
    358. 

  358.     - data/1151-commits.csv
    359. 

  359.     - generated/bugginess/heuristic_matrix_1151-commits.pkl
    360. 

  360.     - generated/bugginess/label_model.pkl
    361. 

  361.     params:
    362. 

  362.     - bohr.json:
    363. 

  363.       - bohr_framework_version
    364. 

  364.     outs:
    365. 

  365.     - labeled-datasets/1151-commits.labeled.csv
    366. 

  366.   bugginess_label_dataset_berger:
    367. 

  367.     cmd: bohr label-dataset bugginess berger
    368. 

  368.     deps:
    369. 

  369.     - data/berger.csv
    370. 

  370.     - generated/bugginess/heuristic_matrix_berger.pkl
    371. 

  371.     - generated/bugginess/label_model.pkl
    372. 

  372.     params:
    373. 

  373.     - bohr.json:
    374. 

  374.       - bohr_framework_version
    375. 

  375.     outs:
    376. 

  376.     - labeled-datasets/berger.labeled.csv
    377. 

  377.   bugginess_label_dataset_herzig:
    378. 

  378.     cmd: bohr label-dataset bugginess herzig
    379. 

  379.     deps:
    380. 

  380.     - data/herzig.csv
    381. 

  381.     - generated/bugginess/heuristic_matrix_herzig.pkl
    382. 

  382.     - generated/bugginess/label_model.pkl
    383. 

  383.     params:
    384. 

  384.     - bohr.json:
    385. 

  385.       - bohr_framework_version
    386. 

  386.     outs:
    387. 

  387.     - labeled-datasets/herzig.labeled.csv
    388. 

  388.   smells_apply_heuristics__heuristics_smells__smells-train:
    389. 

  389.     cmd: bohr apply-heuristics smells --heuristic-group heuristics.smells --dataset
    390. 

  390.       smells-train
    391. 

  391.     deps:
    392. 

  392.     - data/smells/train.csv
    393. 

  393.     - heuristics/smells.py
    394. 

  394.     - labels.py
    395. 

  395.     params:
    396. 

  396.     - bohr.json:
    397. 

  397.       - bohr_framework_version
    398. 

  398.     outs:
    399. 

  399.     - generated/smells/heuristics.smells/heuristic_matrix_smells-train.pkl
    400. 

  400.     metrics:
    401. 

  401.     - metrics/smells/heuristics.smells/heuristic_metrics_smells-train.json:
    402. 

  402.         cache: false
    403. 

  403.   smells_apply_heuristics__heuristics_smells__smells-test:
    404. 

  404.     cmd: bohr apply-heuristics smells --heuristic-group heuristics.smells --dataset
    405. 

  405.       smells-test
    406. 

  406.     deps:
    407. 

  407.     - data/smells/test.csv
    408. 

  408.     - heuristics/smells.py
    409. 

  409.     - labels.py
    410. 

  410.     params:
    411. 

  411.     - bohr.json:
    412. 

  412.       - bohr_framework_version
    413. 

  413.     outs:
    414. 

  414.     - generated/smells/heuristics.smells/heuristic_matrix_smells-test.pkl
    415. 

  415.     metrics:
    416. 

  416.     - metrics/smells/heuristics.smells/heuristic_metrics_smells-test.json:
    417. 

  417.         cache: false
    418. 

  418.   smells_combine_heuristics:
    419. 

  419.     cmd: bohr apply-heuristics smells
    420. 

  420.     deps:
    421. 

  421.     - generated/smells/heuristics.smells/heuristic_matrix_smells-test.pkl
    422. 

  422.     - generated/smells/heuristics.smells/heuristic_matrix_smells-train.pkl
    423. 

  423.     params:
    424. 

  424.     - bohr.json:
    425. 

  425.       - bohr_framework_version
    426. 

  426.     outs:
    427. 

  427.     - generated/smells/analysis_smells-test.csv:
    428. 

  428.         cache: false
    429. 

  429.     - generated/smells/analysis_smells-train.csv:
    430. 

  430.         cache: false
    431. 

  431.     - generated/smells/heuristic_matrix_smells-test.pkl
    432. 

  432.     - generated/smells/heuristic_matrix_smells-train.pkl
    433. 

  433.     metrics:
    434. 

  434.     - metrics/smells/analysis_smells-test.json:
    435. 

  435.         cache: false
    436. 

  436.     - metrics/smells/analysis_smells-train.json:
    437. 

  437.         cache: false
    438. 

  438.     - metrics/smells/heuristic_metrics_smells-test.json:
    439. 

  439.         cache: false
    440. 

  440.     - metrics/smells/heuristic_metrics_smells-train.json:
    441. 

  441.         cache: false
    442. 

  442.   smells_train_label_model:
    443. 

  443.     cmd: bohr train-label-model smells smells-train
    444. 

  444.     deps:
    445. 

  445.     - data/smells/test.csv
    446. 

  446.     - generated/smells/heuristic_matrix_smells-test.pkl
    447. 

  447.     - generated/smells/heuristic_matrix_smells-train.pkl
    448. 

  448.     params:
    449. 

  449.     - bohr.json:
    450. 

  450.       - bohr_framework_version
    451. 

  451.     outs:
    452. 

  452.     - generated/smells/label_model.pkl
    453. 

  453.     - generated/smells/label_model_weights.csv:
    454. 

  454.         cache: false
    455. 

  455.     metrics:
    456. 

  456.     - metrics/smells/label_model_metrics.json:
    457. 

  457.         cache: false
    458. 

  458.   smells_label_dataset_smells-train:
    459. 

  459.     cmd: bohr label-dataset smells smells-train
    460. 

  460.     deps:
    461. 

  461.     - data/smells/train.csv
    462. 

  462.     - generated/smells/heuristic_matrix_smells-train.pkl
    463. 

  463.     - generated/smells/label_model.pkl
    464. 

  464.     params:
    465. 

  465.     - bohr.json:
    466. 

  466.       - bohr_framework_version
    467. 

  467.     outs:
    468. 

  468.     - labeled-datasets/smells-train.labeled.csv
    469. 

  469.   smells_label_dataset_smells-test:
    470. 

  470.     cmd: bohr label-dataset smells smells-test
    471. 

  471.     deps:
    472. 

  472.     - data/smells/test.csv
    473. 

  473.     - generated/smells/heuristic_matrix_smells-test.pkl
    474. 

  474.     - generated/smells/label_model.pkl
    475. 

  475.     params:
    476. 

  476.     - bohr.json:
    477. 

  477.       - bohr_framework_version
    478. 

  478.     outs:
    479. 

  479.     - labeled-datasets/smells-test.labeled.csv
    480.
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