| from main import * |
| import os |
| import json |
|
|
| def arc_dict_from_flat_array(tasks): |
| """ |
| Given a flat array of tasks, returns a dictionary formatted for the ARC, |
| with the first N-1 tasks in 'train' and the last task in 'test'. |
| """ |
| if len(tasks) > 1: |
| return {'train': tasks[:-1], 'test': [tasks[-1]]} |
| return None |
|
|
| def export_easy_hard_from_dataset( |
| folder: str = 're_arc', |
| n: int = 8, |
| s: int = 0, |
| e: int = 400 |
| ) -> None: |
| """ |
| export json files with ARC file format from a generated dataset |
| """ |
| |
| easy_dir = f'{folder}/easy' |
| hard_dir = f'{folder}/hard' |
| os.makedirs(easy_dir, exist_ok=True) |
| os.makedirs(hard_dir, exist_ok=True) |
|
|
| with open(f'{folder}/metadata.json', 'r') as fp: |
| metadata = json.load(fp) |
| for i, fn in enumerate(sorted(os.listdir(f'{folder}/tasks'))): |
| if s <= i < e: |
| key = fn[:8] |
| with open(f'{folder}/tasks/{key}.json', 'r') as fp: |
| generated_task = json.load(fp) |
| generated_task = [format_example(example) for example in generated_task[:10*n]] |
| difficulties = metadata[key]['pso_difficulties'][:9*n] |
| generated_task = [ex for ex, diff in sorted(zip(generated_task, difficulties), key=lambda item: item[1])] |
| easy = generated_task[1*n:2*n] |
| hard = generated_task[8*n:9*n] |
|
|
| |
| easy_root_dict = arc_dict_from_flat_array(easy) |
| hard_root_dict = arc_dict_from_flat_array(hard) |
|
|
| if easy_root_dict: |
| with open(f'{easy_dir}/{key}.json', 'w') as ef: |
| json.dump(easy_root_dict, ef) |
| if hard_root_dict: |
| with open(f'{hard_dir}/{key}.json', 'w') as hf: |
| json.dump(hard_root_dict, hf) |
|
|
| export_easy_hard_from_dataset() |
|
|
