Datasets:
Commit
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9507809
1
Parent(s):
03e0a5c
remove unused download_utils.py file
Browse files- download_utils.py +0 -45
download_utils.py
DELETED
@@ -1,45 +0,0 @@
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import os
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import time
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import requests
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import pandas as pd
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from tqdm import tqdm
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from multiprocessing.pool import ThreadPool
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from multiprocessing import cpu_count
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from pathlib import Path
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from requests.exceptions import MissingSchema, Timeout, ConnectionError, InvalidSchema
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def download_one(entry, overwrite=False):
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fn, uri, target_pth, retries = entry
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fn = fn.replace("/", "_")
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path = f'{target_pth}/{fn}'
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if os.path.exists(path) and not overwrite:
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return fn
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for i in range(retries):
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try:
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r = requests.get(uri, stream=True, timeout=50)
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except (MissingSchema, Timeout, ConnectionError, InvalidSchema):
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time.sleep(i)
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continue
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if r.status_code == 200:
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with open(path, 'wb') as f:
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for chunk in r:
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f.write(chunk)
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return fn
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else:
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time.sleep(i)
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continue
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return fn
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def download_all(metadata_pth, target_pth, retries=3):
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df = pd.read_csv(metadata_pth)
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entries = [[*x, target_pth, retries] for x in df[['File Name', 'Image Credits']].values]
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n_processes = max(1, cpu_count() - 1)
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with ThreadPool(n_processes) as p:
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results = list(tqdm(p.imap(download_one, entries), total=len(entries)))
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return results
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