Refactor multiprocessing pool
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# © 2020 James R. Barlow: github.com/jbarlow83
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#
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# This file is part of OCRmyPDF.
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#
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# OCRmyPDF is free software: you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation, either version 3 of the License, or
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# (at your option) any later version.
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#
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# OCRmyPDF is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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#
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# You should have received a copy of the GNU General Public License
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# along with OCRmyPDF. If not, see <http://www.gnu.org/licenses/>.
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import logging
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import logging.handlers
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import multiprocessing
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import os
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import signal
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import sys
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import threading
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from multiprocessing import Pool as ProcessPool
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from multiprocessing.dummy import Pool as ThreadPool
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from pathlib import Path
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from tqdm import tqdm
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def log_listener(queue):
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"""Listen to the worker processes and forward the messages to logging
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For simplicity this is a thread rather than a process. Only one process
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should actually write to sys.stderr or whatever we're using, so if this is
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made into a process the main application needs to be directed to it.
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See https://docs.python.org/3/howto/logging-cookbook.html#logging-to-a-single-file-from-multiple-processes
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"""
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while True:
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try:
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record = queue.get()
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if record is None:
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break
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logger = logging.getLogger(record.name)
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logger.handle(record)
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except Exception:
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import traceback
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print("Logging problem", file=sys.stderr)
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traceback.print_exc(file=sys.stderr)
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def exec_progress_pool(
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*,
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use_threads,
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max_workers,
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tqdm_kwargs,
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task_initializer=None,
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task_initargs=None,
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task=None,
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task_arguments=None,
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task_finished=None,
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):
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log_queue = multiprocessing.Queue(-1)
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listener = threading.Thread(target=log_listener, args=(log_queue,))
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if use_threads:
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pool_class = ThreadPool
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else:
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pool_class = ProcessPool
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listener.start()
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with tqdm(**tqdm_kwargs) as pbar:
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pool = pool_class(
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processes=max_workers,
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initializer=task_initializer,
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initargs=(log_queue, *task_initargs),
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)
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try:
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results = pool.imap_unordered(task, task_arguments)
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while True:
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try:
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result = results.next()
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task_finished(result, pbar)
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except StopIteration:
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break
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except KeyboardInterrupt:
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# Terminate pool so we exit instantly
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pool.terminate()
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# Don't try listener.join() here, will deadlock
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raise
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except Exception:
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if not os.environ.get("PYTEST_CURRENT_TEST", ""):
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# Unless inside pytest, exit immediately because no one wants
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# to wait for child processes to finalize results that will be
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# thrown away. Inside pytest, we want child processes to exit
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# cleanly so that they output an error messages or coverage data
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# we need from them.
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pool.terminate()
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raise
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finally:
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# Terminate log listener
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log_queue.put_nowait(None)
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pool.close()
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pool.join()
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listener.join()
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