File size: 12,519 Bytes
eeef81e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
{
  "metrics": {
    "model": "CodeWraith-8b (Llama-3.1-8B-Instruct)",
    "num_examples": 34,
    "num_valid": 30,
    "avg_structural_score": 0.9743944335950103,
    "perfect_scores": 25,
    "good_scores": 29,
    "avg_inference_time": 15.83769550042994,
    "total_time": 538.4816470146179,
    "avg_function_coverage": 0.967473492690884,
    "avg_class_coverage": 1.0,
    "avg_argument_coverage": 0.9503461908547044,
    "avg_return_type_coverage": 0.8958333333333334
  },
  "per_example": [
    {
      "source_file": "clean/4a39c8df7306.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 2140,
      "reference_length": 2522,
      "inference_time": 13.502389669418335
    },
    {
      "source_file": "clean/c2a7bf304f8a.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 0.125,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 0.7083333333333334
      },
      "prediction_length": 1248,
      "reference_length": 1088,
      "inference_time": 7.844483852386475
    },
    {
      "source_file": "clean/12ad51890456.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 2453,
      "reference_length": 4169,
      "inference_time": 13.246246099472046
    },
    {
      "source_file": "messy/0ccd89c328c2.py",
      "scores": {
        "overall": 0.5,
        "parseable": false
      },
      "prediction_length": 1145,
      "reference_length": 1040,
      "inference_time": 7.990505933761597
    },
    {
      "source_file": "messy/b00f9623a040.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 2486,
      "reference_length": 2747,
      "inference_time": 16.43922233581543
    },
    {
      "source_file": "messy/9b7afe9a1073.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 1580,
      "reference_length": 1344,
      "inference_time": 7.293461322784424
    },
    {
      "source_file": "clean/f4d08a001f37.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 2042,
      "reference_length": 1612,
      "inference_time": 12.504977941513062
    },
    {
      "source_file": "messy/a7af7e6fe3a5.py",
      "scores": {
        "function_coverage": 0.8666666666666667,
        "argument_coverage": 0.9811320754716981,
        "return_type_coverage": 0.875,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 0.9306996855345913
      },
      "prediction_length": 8540,
      "reference_length": 11357,
      "inference_time": 57.655240058898926
    },
    {
      "source_file": "clean/8e35b9de52d2.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 1623,
      "reference_length": 2017,
      "inference_time": 8.847191333770752
    },
    {
      "source_file": "messy/6b7c7bb0171b.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 3419,
      "reference_length": 2094,
      "inference_time": 24.11143946647644
    },
    {
      "source_file": "clean/4b09fed9dd71.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 954,
      "reference_length": 997,
      "inference_time": 4.0132458209991455
    },
    {
      "source_file": "clean/360a872fc6e5.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "return_type_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 1408,
      "reference_length": 1410,
      "inference_time": 8.463055849075317
    },
    {
      "source_file": "messy/94b2f20c5850.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 1119,
      "reference_length": 1221,
      "inference_time": 7.522489070892334
    },
    {
      "source_file": "messy/d228d40c6d8c.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 1660,
      "reference_length": 1696,
      "inference_time": 11.12440800666809
    },
    {
      "source_file": "messy/64b2adeeef54.py",
      "scores": {
        "overall": 0.5,
        "parseable": false
      },
      "prediction_length": 1168,
      "reference_length": 1435,
      "inference_time": 5.375532627105713
    },
    {
      "source_file": "messy/720c79fe24bb.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "return_type_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 4890,
      "reference_length": 3326,
      "inference_time": 30.165298223495483
    },
    {
      "source_file": "clean/830d0ef964f3.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 4725,
      "reference_length": 5559,
      "inference_time": 29.389700174331665
    },
    {
      "source_file": "messy/a59e8dc4ffa1.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 2232,
      "reference_length": 1061,
      "inference_time": 15.1986985206604
    },
    {
      "source_file": "clean/de966bcba616.py",
      "scores": {
        "function_coverage": 0.391304347826087,
        "class_coverage": 1.0,
        "argument_coverage": 0.7804878048780488,
        "return_type_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 0.8343584305408271
      },
      "prediction_length": 8474,
      "reference_length": 6379,
      "inference_time": 52.93989539146423
    },
    {
      "source_file": "clean/c2337dc8cffc.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 1542,
      "reference_length": 1247,
      "inference_time": 7.4634623527526855
    },
    {
      "source_file": "messy/10b43d2d1e3a.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 2596,
      "reference_length": 2846,
      "inference_time": 17.287745714187622
    },
    {
      "source_file": "clean/06e16975d4ac.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 2145,
      "reference_length": 1688,
      "inference_time": 10.59754467010498
    },
    {
      "source_file": "messy/e8a7155bfbec.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 2774,
      "reference_length": 3266,
      "inference_time": 17.90034508705139
    },
    {
      "source_file": "messy/666f4c354670.py",
      "scores": {
        "function_coverage": 0.9090909090909091,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "return_type_coverage": 0.5,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 0.8818181818181818
      },
      "prediction_length": 3159,
      "reference_length": 3131,
      "inference_time": 18.022941827774048
    },
    {
      "source_file": "clean/bc59895adba1.py",
      "scores": {
        "function_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 1060,
      "reference_length": 1379,
      "inference_time": 7.125420570373535
    },
    {
      "source_file": "messy/e74dec1c1520.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "return_type_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 3774,
      "reference_length": 4486,
      "inference_time": 22.132354497909546
    },
    {
      "source_file": "clean/8a13f8afeb71.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 1185,
      "reference_length": 1913,
      "inference_time": 7.342715501785278
    },
    {
      "source_file": "clean/a94fea8369fc.py",
      "scores": {
        "function_coverage": 0.8571428571428571,
        "argument_coverage": 0.7727272727272727,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 0.8766233766233765
      },
      "prediction_length": 2851,
      "reference_length": 3149,
      "inference_time": 15.59646987915039
    },
    {
      "source_file": "clean/bf74c86796e4.py",
      "scores": {
        "overall": 0.5,
        "parseable": false
      },
      "prediction_length": 1698,
      "reference_length": 1501,
      "inference_time": 11.013347148895264
    },
    {
      "source_file": "clean/6968fa78ff3c.py",
      "scores": {
        "overall": 0.5,
        "parseable": false
      },
      "prediction_length": 3131,
      "reference_length": 2558,
      "inference_time": 18.22009539604187
    },
    {
      "source_file": "clean/2d1c1112bd6d.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 1113,
      "reference_length": 1237,
      "inference_time": 7.454645156860352
    },
    {
      "source_file": "clean/9b31cca2e395.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 3187,
      "reference_length": 2124,
      "inference_time": 21.071300506591797
    },
    {
      "source_file": "clean/88b8d70f4fe4.py",
      "scores": {
        "function_coverage": 1.0,
        "class_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 2533,
      "reference_length": 2161,
      "inference_time": 15.911052703857422
    },
    {
      "source_file": "clean/1b8bec287901.py",
      "scores": {
        "function_coverage": 1.0,
        "argument_coverage": 1.0,
        "has_structure": 1.0,
        "parseable": true,
        "overall": 1.0
      },
      "prediction_length": 1654,
      "reference_length": 1775,
      "inference_time": 7.71472430229187
    }
  ]
}