Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Pass SIGTERM to training subprocess #126

Open
wants to merge 2 commits into
base: master
Choose a base branch
from
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 1 addition & 1 deletion CONTRIBUTING.md
Original file line number Diff line number Diff line change
Expand Up @@ -37,7 +37,7 @@ GitHub provides additional document on [forking a repository](https://help.githu
### Running the unit tests

1. Install tox using `pip install tox`
1. Install coverage using `pip install .[test]`
1. Install coverage using `pip install ".[test]"`
1. cd into the sagemaker-training-toolkit folder: `cd sagemaker-training-toolkit`
1. Run the following tox command and verify that all code checks and unit tests pass: `tox test/unit`

Expand Down
2 changes: 2 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -201,6 +201,8 @@ entry_point.run(uri=env.module_dir,

If the entry point execution fails, `trainer.train()` will write the error message to `/opt/ml/output/failure`. Otherwise, it will write to the file `/opt/ml/success`.

If `sagemaker_training` receives a `SIGTERM`, such as from `StopTrainingJob`, it will pass that signal to your script.

## :scroll: License

This library is licensed under the [Apache 2.0 License](http://aws.amazon.com/apache2.0/).
Expand Down
30 changes: 26 additions & 4 deletions src/sagemaker_training/process.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,8 +17,10 @@

import asyncio
from asyncio.subprocess import PIPE
from contextlib import contextmanager
import os
import re
import signal
import subprocess
import sys

Expand All @@ -36,6 +38,24 @@
_DEFAULT_BUF_SIZE = 1024 * 64


@contextmanager
def capture_signal(signalnum, callback):
"""
Install handler to capture signal

Args:
signalnum: signal to capture
callback: callback if signal occurs

"""
original_handler = signal.getsignal(signalnum)
signal.signal(signalnum, callback)
try:
yield
finally:
signal.signal(signalnum, original_handler)


async def watch(stream, proc_per_host):
"""Process the stdout and stderr streams on the fly.
Decode the output lines
Expand Down Expand Up @@ -118,9 +138,10 @@ async def run_async(cmd, processes_per_host, env, cwd, stderr, **kwargs):
cmd, env=env, cwd=cwd, stdout=PIPE, stderr=stderr, **kwargs
)

output = await asyncio.gather(
watch(proc.stdout, processes_per_host), watch(proc.stderr, processes_per_host)
)
with capture_signal(signal.SIGTERM, lambda signalnum, *_: proc.send_signal(signalnum)):
output = await asyncio.gather(
watch(proc.stdout, processes_per_host), watch(proc.stderr, processes_per_host)
)
return_code = proc.returncode
return return_code, output, proc

Expand Down Expand Up @@ -198,7 +219,8 @@ def check_error(cmd, error_class, processes_per_host, cwd=None, capture_error=Tr
process = subprocess.Popen(
cmd, env=os.environ, cwd=cwd or environment.code_dir, stderr=stderr, **kwargs
)
return_code = process.wait()
with capture_signal(signal.SIGTERM, lambda signalnum, *_: process.send_signal(signalnum)):
return_code = process.wait()
if return_code:
extra_info = None
if return_code == 137:
Expand Down
24 changes: 24 additions & 0 deletions test/unit/_test_process_helper.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,24 @@
"""
Helper script for testing signal handling

- If it receives SIGTERM, immediately exit "21"
- If it doesn't receive a signal, sleep for 3 seconds then exit "-1"
"""

import signal
import time


def signal_handler(signalnum, *_):
assert signalnum == signal.SIGTERM
exit(21)


def main():
signal.signal(signal.SIGTERM, signal_handler)
time.sleep(3)
exit(-1)


if __name__ == "__main__":
main()
28 changes: 28 additions & 0 deletions test/unit/test_process.py
Original file line number Diff line number Diff line change
Expand Up @@ -13,8 +13,11 @@
from __future__ import absolute_import

import asyncio
import multiprocessing
import os
import signal
import sys
import time

from mock import ANY, MagicMock, patch
import pytest
Expand Down Expand Up @@ -175,3 +178,28 @@ def test_run_python(log, async_shell, async_gather, entry_point_type_script, eve
stdout=asyncio.subprocess.PIPE,
)
log.assert_called_with(cmd, {})


def _sleep_subprocess(capture_error):
with pytest.raises(errors.ExecuteUserScriptError) as error:
process.check_error(
[sys.executable, os.path.abspath(os.path.join(__file__, "../_test_process_helper.py"))],
errors.ExecuteUserScriptError,
1,
capture_error=capture_error,
)
assert int(error.value.return_code) == 21
exit(42)


@pytest.mark.skipif(
sys.version_info < (3, 7) or sys.version_info >= (3, 8), reason="requires python3.7"
)
@pytest.mark.parametrize("capture_error", [True, False])
def test_check_error_signal(capture_error):
proc = multiprocessing.Process(target=_sleep_subprocess, args=(capture_error,))
proc.start()
time.sleep(1)
os.kill(proc.pid, signal.SIGTERM)
proc.join(5)
assert int(proc.exitcode) == 42