Created
April 17, 2020 03:17
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Create an efficient text dataset
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class LazyTextDataset(Dataset): | |
def __init__(self, filename): | |
self._filename = filename | |
self._total_data = 0 | |
self._total_data = int(subprocess.check_output("wc -l " + filename, shell=True).split()[0]) | |
def __getitem__(self, idx): | |
line = linecache.getline(self._filename, idx + 1) | |
csv_line = csv.reader([line]) | |
return next(csv_line) | |
def __len__(self): | |
return self._total_data |
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