File size: 1,474 Bytes
7f5ec44 |
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 |
from datasets import (
disable_caching,
enable_caching,
is_caching_enabled,
)
from pathlib import Path
from .file_utils import get_all_files_in_dir
from datasets.utils.py_utils import get_imports
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 set_hf_caching(enabled):
return HFCachingContextManager(enabled)
def get_missing_imports(file, exclude=[]):
src_dir = Path(__file__).parent
python_files = get_all_files_in_dir(src_dir, file_extension='.py')
# get only the file without the path and extension
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']
missing_imports = [i for i in required_modules if i not in imported_modules and i not in exclude]
return missing_imports |