diff --git a/adalflow/adalflow/datasets/big_bench_hard.py b/adalflow/adalflow/datasets/big_bench_hard.py index f98f2517..96b32e4c 100644 --- a/adalflow/adalflow/datasets/big_bench_hard.py +++ b/adalflow/adalflow/datasets/big_bench_hard.py @@ -3,11 +3,10 @@ import os import uuid from typing import Literal -import subprocess from adalflow.utils.data import Dataset from adalflow.datasets.types import Example -from adalflow.utils.file_io import save_csv +from adalflow.utils.file_io import save_csv, download_large_file from adalflow.datasets.utils import prepare_dataset_path @@ -75,23 +74,7 @@ def _check_or_download_dataset(self, data_path: str = None, split: str = "train" print(f"Downloading dataset to {json_path}") try: - # Use subprocess and capture the return code - result = subprocess.call( - [ - "wget", - f"https://raw.githubusercontent.com/suzgunmirac/BIG-Bench-Hard/main/bbh/{self.task_name}.json", - "-O", - json_path, - ] - ) - - # Check if wget failed (non-zero exit code) - if result != 0: - raise ValueError( - f"Failed to download dataset for task '{self.task_name}'.\n" - "Please verify the task name (the JSON file name) by checking the following link:\n" - "https://github.com/suzgunmirac/BIG-Bench-Hard/tree/main/bbh" - ) + download_large_file(f"https://raw.githubusercontent.com/suzgunmirac/BIG-Bench-Hard/main/bbh/{self.task_name}.json", json_path) # Check if the file is non-empty if not os.path.exists(json_path) or os.path.getsize(json_path) == 0: diff --git a/adalflow/adalflow/utils/__init__.py b/adalflow/adalflow/utils/__init__.py index 7b4b6012..a33fa126 100644 --- a/adalflow/adalflow/utils/__init__.py +++ b/adalflow/adalflow/utils/__init__.py @@ -13,6 +13,7 @@ load_jsonl, append_to_jsonl, write_list_to_jsonl, + download_large_file, ) from .logger import printc, get_logger from .registry import EntityMapping @@ -44,6 +45,7 @@ "load_jsonl", "append_to_jsonl", "write_list_to_jsonl", + "download_large_file", "safe_import", "setup_env", "DataLoader", diff --git a/adalflow/adalflow/utils/file_io.py b/adalflow/adalflow/utils/file_io.py index 7b038d7d..0e0c421b 100644 --- a/adalflow/adalflow/utils/file_io.py +++ b/adalflow/adalflow/utils/file_io.py @@ -2,6 +2,9 @@ import os import pickle import logging +import requests +import shutil +import functools from typing import Mapping, Any, Optional, List, Dict @@ -192,3 +195,19 @@ def write_list_to_jsonl(f: str, data: List[Dict[str, Any]]) -> None: writer.write(d) except Exception as e: log.error(f"Error writing data to jsonl file {f}: {e}") + +def download_large_file(url:str, destination:str): + r"""Download very large files without staging them in memory. + + Args: + url (str): URL of data to download + destination (str): The name of the file to write the data to. + """ + try: + response = requests.get(url, stream=True) + with open(destination, 'wb') as out_file: + response.raw.read = functools.partial(response.raw.read, decode_content=True) + shutil.copyfileobj(response.raw, out_file) + log.info("File downloaded successfully!") + except requests.exceptions.RequestException as e: + log.exception("Error downloading the file:", e) \ No newline at end of file diff --git a/poetry.lock b/poetry.lock index edc2b949..5d2b5ab9 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,6465 +1,6460 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - 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