File size: 17,880 Bytes
deb4a4a 58b9576 a27ddf2 f1d23cb 5358030 12c97b8 1002ed2 5d29f5d 6c33946 58b9576 d483067 58b9576 6c33946 6ed9b5a 6da3c81 83a8731 55730be 354ebd1 d847aff ede872c ccbe0f1 ee892f7 35a32b5 3806631 2915683 78ca77f eb51575 aada065 ac351be 7b83437 a27ddf2 7b83437 f1d23cb 7b83437 5358030 7b83437 12c97b8 7b83437 1002ed2 7b83437 5d29f5d 7b83437 58b9576 7b83437 6c33946 7b83437 6ed9b5a 7b83437 6da3c81 7b83437 83a8731 7b83437 55730be 7b83437 354ebd1 7b83437 d847aff 7b83437 ede872c 7b83437 ccbe0f1 7b83437 ee892f7 7b83437 35a32b5 7b83437 3806631 7b83437 2915683 7b83437 78ca77f 7b83437 eb51575 7b83437 aada065 7b83437 ac351be 7b83437 deb4a4a 30c17b1 7ba3eef 30c17b1 7ba3eef |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 |
---
license: apache-2.0
dataset_info:
- config_name: alphabetical_composer_all_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 590554966
num_examples: 224
download_size: 236538429
dataset_size: 590554966
- config_name: alphabetical_composer_non_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 560157388
num_examples: 224
download_size: 226511858
dataset_size: 560157388
- config_name: alphabetical_composer_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 114370147
num_examples: 224
download_size: 22096586
dataset_size: 114370147
- config_name: file_length_composer_all_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 590554966
num_examples: 224
download_size: 239093262
dataset_size: 590554966
- config_name: file_length_composer_non_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 560157388
num_examples: 224
download_size: 228632512
dataset_size: 560157388
- config_name: file_length_composer_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 114370147
num_examples: 224
download_size: 22181715
dataset_size: 114370147
- config_name: function_class_mask_half_composer_all_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 316335006
num_examples: 224
download_size: 0
dataset_size: 316335006
- config_name: function_class_mask_half_composer_non_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 315664977
num_examples: 224
download_size: 127938122
dataset_size: 315664977
- config_name: function_class_mask_half_composer_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 101260211
num_examples: 224
download_size: 17862587
dataset_size: 101260211
- config_name: function_class_mask_one_composer_all_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 90116249
num_examples: 224
download_size: 13554986
dataset_size: 90116249
- config_name: function_class_mask_one_composer_non_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 105054619
num_examples: 224
download_size: 15624970
dataset_size: 105054619
- config_name: function_class_mask_one_composer_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 87046937
num_examples: 224
download_size: 12999652
dataset_size: 87046937
- config_name: half_memory_composer_all_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 334960024
num_examples: 224
download_size: 123799195
dataset_size: 334960024
- config_name: half_memory_composer_non_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 311325289
num_examples: 224
download_size: 115444406
dataset_size: 311325289
- config_name: half_memory_composer_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 99351776
num_examples: 224
download_size: 18008844
dataset_size: 99351776
- config_name: imports_first_composer_all_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 590554966
num_examples: 224
download_size: 236389259
dataset_size: 590554966
- config_name: imports_first_composer_non_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 560157388
num_examples: 224
download_size: 226465503
dataset_size: 560157388
- config_name: imports_first_composer_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 114370147
num_examples: 224
download_size: 22077336
dataset_size: 114370147
- config_name: naive_composer_all_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 590554966
num_examples: 224
download_size: 236382094
dataset_size: 590554966
- config_name: naive_composer_non_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 560157388
num_examples: 224
download_size: 226480268
dataset_size: 560157388
- config_name: naive_composer_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 114370147
num_examples: 224
download_size: 22084803
dataset_size: 114370147
- config_name: path_distance_composer_all_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 590554966
num_examples: 224
download_size: 236585246
dataset_size: 590554966
- config_name: path_distance_composer_non_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 560157388
num_examples: 224
download_size: 226460548
dataset_size: 560157388
- config_name: path_distance_composer_py_context
features:
- name: repo_id
dtype: int64
- name: repo_name
dtype: string
- name: project_context
dtype: string
- name: file_context
list:
- name: content
dtype: string
- name: type
dtype: string
- name: gt
sequence: string
- name: metainfo_separator
dtype: string
splits:
- name: test
num_bytes: 114370147
num_examples: 224
download_size: 22014753
dataset_size: 114370147
- config_name: function_class_mask_half_composer_all_context
data_files:
- split: test
path: data/function_class_mask_half_composer/all_context/test-*
- config_name: function_class_mask_half_composer_non_py_context
data_files:
- split: test
path: data/function_class_mask_half_composer/non_py_context/test-*
- config_name: function_class_mask_half_composer_py_context
data_files:
- split: test
path: data/function_class_mask_half_composer/py_context/test-*
- config_name: imports_first_composer_all_context
data_files:
- split: test
path: data/imports_first_composer/all_context/test-*
- config_name: imports_first_composer_non_py_context
data_files:
- split: test
path: data/imports_first_composer/non_py_context/test-*
- config_name: imports_first_composer_py_context
data_files:
- split: test
path: data/imports_first_composer/py_context/test-*
- config_name: alphabetical_composer_all_context
data_files:
- split: test
path: data/alphabetical_composer/all_context/test-*
- config_name: alphabetical_composer_non_py_context
data_files:
- split: test
path: data/alphabetical_composer/non_py_context/test-*
- config_name: alphabetical_composer_py_context
data_files:
- split: test
path: data/alphabetical_composer/py_context/test-*
- config_name: naive_composer_all_context
data_files:
- split: test
path: data/naive_composer/all_context/test-*
- config_name: naive_composer_non_py_context
data_files:
- split: test
path: data/naive_composer/non_py_context/test-*
- config_name: naive_composer_py_context
data_files:
- split: test
path: data/naive_composer/py_context/test-*
- config_name: path_distance_composer_all_context
data_files:
- split: test
path: data/path_distance_composer/all_context/test-*
- config_name: path_distance_composer_non_py_context
data_files:
- split: test
path: data/path_distance_composer/non_py_context/test-*
- config_name: path_distance_composer_py_context
data_files:
- split: test
path: data/path_distance_composer/py_context/test-*
default: True
- config_name: file_length_composer_all_context
data_files:
- split: test
path: data/file_length_composer/all_context/test-*
- config_name: file_length_composer_non_py_context
data_files:
- split: test
path: data/file_length_composer/non_py_context/test-*
- config_name: file_length_composer_py_context
data_files:
- split: test
path: data/file_length_composer/py_context/test-*
- config_name: half_memory_composer_all_context
data_files:
- split: test
path: data/half_memory_composer/all_context/test-*
- config_name: half_memory_composer_non_py_context
data_files:
- split: test
path: data/half_memory_composer/non_py_context/test-*
- config_name: half_memory_composer_py_context
data_files:
- split: test
path: data/half_memory_composer/py_context/test-*
- config_name: function_class_mask_one_composer_all_context
data_files:
- split: test
path: data/function_class_mask_one_composer/all_context/test-*
- config_name: function_class_mask_one_composer_non_py_context
data_files:
- split: test
path: data/function_class_mask_one_composer/non_py_context/test-*
- config_name: function_class_mask_one_composer_py_context
data_files:
- split: test
path: data/function_class_mask_one_composer/py_context/test-*
---
# Repository Level Code Completion Dataset for Evaluation
This is a dataset of repository snapshots before a commit where a python file has been added. One needs to complete added file with given content of repository composed in different ways.
## How to load the data
1. via [`load_dataset`](https://huggingface.co/docs/datasets/v2.14.3/en/package_reference/loading_methods#datasets.load_dataset):
```
from datasets import load_dataset
data_files = # choose from the table below
dataset = load_dataset("jenyag/repo-code-completion", data_files=data_files, split="train")
```
#### Options for `data_files`:
| | **all_context** | **non_py_context** | **py_context** |
|----|----|----|----|
| **function class mask half composer** | data/function_class_mask_half_composer/all_context/test-* | data/function_class_mask_half_composer/non_py_context/test-* | data/function_class_mask_half_composer/py_context/test-* |
| **imports first composer** | data/imports_first_composer/all_context/test-* | data/imports_first_composer/non_py_context/test-* | data/imports_first_composer/py_context/test-* |
| **alphabetical composer** | data/alphabetical_composer/all_context/test-* | data/alphabetical_composer/non_py_context/test-* | data/alphabetical_composer/py_context/test-* |
| **naive composer** | data/naive_composer/all_context/test-* | data/naive_composer/non_py_context/test-* | data/naive_composer/py_context/test-* |
| **path distance composer** | data/path_distance_composer/all_context/test-* | data/path_distance_composer/non_py_context/test-* | data/path_distance_composer/py_context/test-* |
| **file length composer** | data/file_length_composer/all_context/test-* | data/file_length_composer/non_py_context/test-* | data/file_length_composer/py_context/test-* |
| **half memory composer** | data/half_memory_composer/all_context/test-* | data/half_memory_composer/non_py_context/test-* | data/half_memory_composer/py_context/test-* |
| **function class mask one composer** | data/function_class_mask_one_composer/all_context/test-* | data/function_class_mask_one_composer/non_py_context/test-* | data/function_class_mask_one_composer/py_context/test-* |
## How to get the full context for the specific line
```
for datapoint in dataset:
project_context = datapoint['project_context'] # The project context may be quite long
for file_context_dict, ground_truth in zip(datapoint['file_context'], datapoint['gt']):
file_context = file_context_dict['content']
full_context = project_context + file_context
```
|