| from pathlib import Path |
|
|
| from datasets import disable_caching, enable_caching, is_caching_enabled |
| from datasets.utils.py_utils import get_imports |
|
|
| from .file_utils import get_all_files_in_dir |
|
|
| HF_CACHING_ENABLED = False |
|
|
|
|
| class HFCachingContextManager: |
| def __init__(self, should_cache): |
| self.should_cache = should_cache |
| self.was_caching_enabled = None |
|
|
| def __enter__(self): |
| self.was_caching_enabled = is_caching_enabled() |
| if self.should_cache: |
| if not self.was_caching_enabled: |
| enable_caching() |
| else: |
| if self.was_caching_enabled: |
| disable_caching() |
|
|
| def __exit__(self, exc_type, exc_val, exc_tb): |
| if self.was_caching_enabled != is_caching_enabled(): |
| if self.was_caching_enabled: |
| enable_caching() |
| else: |
| disable_caching() |
|
|
|
|
| def get_missing_imports(file, exclude=None): |
| if exclude is None: |
| exclude = [] |
| src_dir = Path(__file__).parent |
| python_files = get_all_files_in_dir(src_dir, file_extension=".py") |
| |
| required_modules = [Path(p).stem for p in python_files] |
| imports = get_imports(file) |
| imported_modules = [i[1] for i in imports if i[0] == "internal"] |
| return [ |
| i for i in required_modules if i not in imported_modules and i not in exclude |
| ] |
|
|
