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import sys
import time
from collections import namedtuple
from concurrent.futures import ProcessPoolExecutor, ThreadPoolExecutor, as_completed
from functools import partial
from multiprocessing import Pool, cpu_count
from pathlib import Path
import rich
from rich.progress import (
BarColumn,
Progress,
TaskProgressColumn,
TextColumn,
TimeElapsedColumn,
TimeRemainingColumn,
)
from tatsu.util.unicode_characters import (
U_CHECK_MARK,
U_CROSSED_SWORDS,
)
from ..util import identity, memory_use, program_name, try_read
__all__ = ['parallel_proc', 'processing_loop']
ERROR_LOG_FILENAME = 'ERROR.log'
EOLCH = '\r' if sys.stderr.isatty() else '\n'
sys.setrecursionlimit(2**16)
__Task = namedtuple('__Task', 'payload args kwargs')
class ParprocResult:
def __init__(self, payload):
self.payload = payload
self.outcome = None
self.exception = None
self.linecount = 0
self.time = 0
self.memory = 0
@property
def success(self):
return self.exception is None
def __str__(self):
return str(self.__dict__)
def process_payload(process, task, pickable=identity, reraise=False):
start_time = time.process_time()
result = ParprocResult(task.payload)
try:
outcome = process(task.payload, *task.args, **task.kwargs)
result.memory = memory_use()
if hasattr(outcome, 'linecount'):
result.linecount = outcome.linecount
else:
result.linecount = len(try_read(task.payload).splitlines())
result.outcome = pickable(outcome)
except KeyboardInterrupt:
return None
except Exception as e:
result.exception = e
finally:
result.time = time.process_time() - start_time
return result
def _executor_pmap(executor, process, tasks):
nworkers = max(1, cpu_count())
n = nworkers * 8
chunks = [tasks[i:i + n] for i in range(0, len(tasks), n)]
for chunk in chunks:
with executor(max_workers=nworkers) as ex:
futures = [ex.submit(process, task) for task in chunk]
for future in as_completed(futures):
yield future.result()
def _thread_pmap(process, tasks):
yield from _executor_pmap(ThreadPoolExecutor, process, tasks)
def _process_pmap(process, tasks):
yield from _executor_pmap(ProcessPoolExecutor, process, tasks)
def _imap_pmap(process, tasks):
nworkers = max(1, cpu_count())
n = nworkers * 4
chunks = [tasks[i:i + n] for i in range(0, len(tasks), n)]
count = sum(len(c) for c in chunks)
if len(tasks) != count:
raise RuntimeError('number of chunked tasks different %d != %d' % (len(tasks), count))
for chunk in chunks:
with Pool(processes=nworkers) as pool:
yield from pool.imap_unordered(process, chunk)
_pmap = _imap_pmap
def parallel_proc(payloads, process, *args, **kwargs):
pickable = kwargs.pop('pickable', identity)
parallel = kwargs.pop('parallel', True)
reraise = kwargs.pop('reraise', False)
process = partial(process_payload, process, pickable=pickable, reraise=reraise)
tasks = [__Task(payload, args, kwargs) for payload in payloads]
try:
if len(tasks) == 1:
yield process(tasks[0])
else:
pmap = _pmap if parallel else map
yield from pmap(process, tasks)
except KeyboardInterrupt:
return
def _build_progressbar(total):
progress = Progress(
TextColumn(f"[progress.description]{program_name()}"),
BarColumn(),
# *Progress.get_default_columns(),
TaskProgressColumn(),
TimeElapsedColumn(),
TimeRemainingColumn(),
TextColumn("[progress.description]{task.description}"),
refresh_per_second=1,
speed_estimate_period=30.0,
)
task = progress.add_task('', total=total)
return progress, task
def processing_loop(filenames, process, *args, reraise=False, **kwargs): # pylint: disable=too-many-locals
try:
total = len(filenames)
total_time = 0
run_time = 0
start_time = time.time()
results = parallel_proc(filenames, process, *args, **kwargs)
results = results or []
count = 0
success_count = 0
success_linecount = 0
progress, progress_task = _build_progressbar(total)
if total == 1:
log = sys.stderr
else:
log = Path(ERROR_LOG_FILENAME).open('w')
with progress:
for result in results:
if result is None:
continue
count += 1
total_time = time.time() - start_time
filename = Path(result.payload).name
if result.exception:
icon = f'[red]{U_CROSSED_SWORDS}'
else:
icon = f'[green]{U_CHECK_MARK}'
progress.update(
progress_task,
advance=1,
description=f'{icon} {filename}',
)
if result.exception:
print(file=log)
try:
print('ERROR:', result.payload, file=log)
print(result.exception, file=log)
except Exception:
# in case of errors while serializing the exception
print('EXCEPTION', type(result.exception).__name__, file=log)
if reraise:
raise result.exception
elif result.outcome is not None:
success_count += 1
success_linecount += result.linecount
run_time += result.time
yield result
log.flush()
progress.update(progress_task, advance=0, description='')
progress.stop()
file_process_summary(
filenames, total_time, run_time, success_count, success_linecount, log,
)
except KeyboardInterrupt:
return
def file_process_progress(latest_result, count, total, total_time):
filename = latest_result.payload
percent = count / total
mb_memory = (latest_result.memory + memory_use()) // (1024 * 1024)
eta = (total - count) * 0.8 * total_time / (0.2 * count)
bar = '[%-24s]' % ('#' * round(24 * percent))
print(
'%3d/%-3d' % (count, total),
bar,
'%3d%%' % (100 * percent),
# format_hours(total_time),
f'{format_hours(eta)}ETA',
format_minutes(latest_result),
'%3dMiB' % mb_memory if mb_memory else '',
(Path(filename).name + ' ' * 80)[:40],
file=sys.stderr,
end=EOLCH)
def format_minutes(result):
return f'{result.time / 60:3.0f}:{result.time % 60:04.1f}'
def format_hours(time):
return f'{time // 3600:2.0f}:{(time // 60) % 60:02.0f}:{time % 60:02.0f}'
def file_process_summary(
filenames, total_time, run_time, success_count, success_linecount, log,
):
filecount = 0
linecount = 0
for fname in filenames:
filecount += 1
nlines = len(try_read(fname).splitlines())
linecount += nlines
failures = filecount - success_count
summary_text = '''\
-----------------------------------------------------------------------
{:12,d} files input
{:12,d} source lines input
{:12,d} total lines processed
{:12,d} successes
{:12,d} failures
{:12.1f}% success rate
{:>13s} time
{:>13s} run time
'''
summary_text = '\n'.join(s.strip() for s in summary_text.splitlines())
summary = summary_text.format(
filecount,
linecount,
success_linecount,
success_count,
failures,
100 * success_count / filecount if filecount != 0 else 0,
format_hours(total_time),
format_hours(run_time),
)
print(EOLCH + 80 * ' ', file=log)
print(summary, file=log)
print(EOLCH + 80 * ' ', file=sys.stderr)
if failures:
rich.print(f'[red bold]FAILURES logged to [green]{log.name}!')
print(file=sys.stderr)
if log != sys.stderr:
print(summary, file=sys.stderr)
if failures:
sys.exit(1)
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