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https://github.com/oobabooga/text-generation-webui.git
synced 2025-01-27 20:43:19 +01:00
Downloader: Make progress bars not jump around
Adapted from: https://gist.github.com/NiklasBeierl/13096bfdd8b2084da8c1163dd06f91d3
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parent
71a551a622
commit
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@ -14,6 +14,7 @@ import json
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import os
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import re
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import sys
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from multiprocessing import Array
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from pathlib import Path
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from time import sleep
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@ -27,9 +28,10 @@ base = os.environ.get("HF_ENDPOINT") or "https://huggingface.co"
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class ModelDownloader:
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def __init__(self, max_retries=5):
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def __init__(self, max_retries=7):
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self.max_retries = max_retries
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self.session = self.get_session()
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self._progress_bar_slots = None
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def get_session(self):
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session = requests.Session()
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@ -186,12 +188,37 @@ class ModelDownloader:
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output_folder = Path(base_folder) / output_folder
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return output_folder
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@property
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def progress_bar_slots(self):
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if self._progress_bar_slots is None:
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raise RuntimeError("Progress bar slots not initialized. Start download threads first.")
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return self._progress_bar_slots
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def initialize_progress_bar_slots(self, num_threads):
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self._progress_bar_slots = Array("B", [0] * num_threads)
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def get_progress_bar_position(self):
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with self.progress_bar_slots.get_lock():
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for i in range(len(self.progress_bar_slots)):
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if self.progress_bar_slots[i] == 0:
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self.progress_bar_slots[i] = 1
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return i
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return 0 # fallback
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def release_progress_bar_position(self, slot):
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with self.progress_bar_slots.get_lock():
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self.progress_bar_slots[slot] = 0
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def get_single_file(self, url, output_folder, start_from_scratch=False):
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filename = Path(url.rsplit('/', 1)[1])
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output_path = output_folder / filename
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progress_bar_position = self.get_progress_bar_position()
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max_retries = 7
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max_retries = self.max_retries
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attempt = 0
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try:
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while attempt < max_retries:
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attempt += 1
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session = self.session
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@ -222,7 +249,9 @@ class ModelDownloader:
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'unit_scale': True,
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'unit_divisor': 1024,
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'bar_format': '{desc}{percentage:3.0f}%|{bar:50}| {n_fmt}/{total_fmt} [{elapsed}<{remaining}, {rate_fmt}]',
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'desc': f"{filename_str}: "
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'desc': f"{filename_str}: ",
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'position': progress_bar_position,
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'leave': False
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}
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if 'COLAB_GPU' in os.environ:
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@ -250,9 +279,21 @@ class ModelDownloader:
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sleep(2 ** attempt)
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else:
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print("Failed to download after the maximum number of attempts.")
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finally:
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self.release_progress_bar_position(progress_bar_position)
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def start_download_threads(self, file_list, output_folder, start_from_scratch=False, threads=4):
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thread_map(lambda url: self.get_single_file(url, output_folder, start_from_scratch=start_from_scratch), file_list, max_workers=threads, disable=True)
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self.initialize_progress_bar_slots(threads)
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tqdm.tqdm.set_lock(tqdm.tqdm.get_lock())
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try:
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thread_map(
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lambda url: self.get_single_file(url, output_folder, start_from_scratch=start_from_scratch),
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file_list,
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max_workers=threads,
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disable=True
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)
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finally:
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print(f"\nDownload of {len(file_list)} files to {output_folder} completed.")
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def download_model_files(self, model, branch, links, sha256, output_folder, progress_bar=None, start_from_scratch=False, threads=4, specific_file=None, is_llamacpp=False):
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self.progress_bar = progress_bar
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@ -318,7 +359,7 @@ if __name__ == '__main__':
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parser.add_argument('--model-dir', type=str, default=None, help='Save the model files to a subfolder of this folder instead of the default one (text-generation-webui/models).')
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parser.add_argument('--clean', action='store_true', help='Does not resume the previous download.')
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parser.add_argument('--check', action='store_true', help='Validates the checksums of model files.')
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parser.add_argument('--max-retries', type=int, default=5, help='Max retries count when get error in download time.')
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parser.add_argument('--max-retries', type=int, default=7, help='Max retries count when get error in download time.')
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args = parser.parse_args()
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branch = args.branch
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