taskflow/taskflow/examples/resume_many_flows.py

94 lines
3.1 KiB
Python

# -*- coding: utf-8 -*-
# Copyright (C) 2013 Yahoo! Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations
# under the License.
import os
import subprocess
import sys
import tempfile
self_dir = os.path.abspath(os.path.dirname(__file__))
sys.path.insert(0, self_dir)
import example_utils # noqa
# INTRO: In this example we create a common persistence database (sqlite based)
# and then we run a few set of processes which themselves use this persistence
# database, those processes 'crash' (in a simulated way) by exiting with a
# system error exception. After this occurs a few times we then activate a
# script which doesn't 'crash' and it will resume all the given engines flows
# that did not complete and run them to completion (instead of crashing).
#
# This shows how a set of tasks can be finished even after repeatedly being
# crashed, *crash resistance* if you may call it, due to the engine concept as
# well as the persistence layer which keeps track of the state a flow
# transitions through and persists the intermediary inputs and outputs and
# overall flow state.
def _exec(cmd, add_env=None):
env = None
if add_env:
env = os.environ.copy()
env.update(add_env)
proc = subprocess.Popen(cmd, env=env, stdin=None,
stdout=subprocess.PIPE,
stderr=sys.stderr)
stdout, _stderr = proc.communicate()
rc = proc.returncode
if rc != 0:
raise RuntimeError("Could not run %s [%s]", cmd, rc)
print(stdout.decode())
def _path_to(name):
return os.path.abspath(os.path.join(os.path.dirname(__file__),
'resume_many_flows', name))
def main():
backend_uri = None
tmp_path = None
try:
if example_utils.SQLALCHEMY_AVAILABLE:
tmp_path = tempfile.mktemp(prefix='tf-resume-example')
backend_uri = "sqlite:///%s" % (tmp_path)
else:
tmp_path = tempfile.mkdtemp(prefix='tf-resume-example')
backend_uri = 'file:///%s' % (tmp_path)
def run_example(name, add_env=None):
_exec([sys.executable, _path_to(name), backend_uri], add_env)
print('Run flow:')
run_example('run_flow.py')
print('\nRun flow, something happens:')
run_example('run_flow.py', {'BOOM': 'exit please'})
print('\nRun flow, something happens again:')
run_example('run_flow.py', {'BOOM': 'exit please'})
print('\nResuming all failed flows')
run_example('resume_all.py')
finally:
if tmp_path:
example_utils.rm_path(tmp_path)
if __name__ == '__main__':
main()