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Create S3 client up front #342

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Oct 26, 2023
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5 changes: 4 additions & 1 deletion olmo/data/memmap_dataset.py
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@
from torch.utils.data import Dataset

from ..aliases import PathOrStr
from ..util import file_size, get_bytes_range
from ..util import _get_s3_client, file_size, get_bytes_range

__all__ = ["MemMapDataset"]

Expand Down Expand Up @@ -70,6 +70,9 @@ def max_seq_len(self) -> int:

@property
def offsets(self) -> List[Tuple[int, int]]:
# Create the global S3 client up front to work around a threading issue in boto.
_get_s3_client()

if self._mmap_offsets is None:
import concurrent.futures

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