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52 lines
1.9 KiB
Python
52 lines
1.9 KiB
Python
# Simple translation of former test_rollout.sh file to be able
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# to run this in bazel test suite.
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from pathlib import Path
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import os
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import unittest
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class TestRollout(unittest.TestCase):
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def test_rollout(self):
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tmp_dir = os.popen("mktemp -d").read()[:-1]
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if not os.path.exists(tmp_dir):
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sys.exit(1)
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print("Saving results to {}".format(tmp_dir))
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rllib_dir = str(Path(__file__).parent.parent.absolute())
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print("RLlib dir = {}\nexists={}".format(rllib_dir,
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os.path.exists(rllib_dir)))
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os.system("python {}/train.py --local-dir={} --run=IMPALA "
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"--checkpoint-freq=1 ".format(rllib_dir, tmp_dir) +
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"--config='{\"num_workers\": 1, \"num_gpus\": 0}' "
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"--env=Pong-ram-v4 --stop='{\"training_iteration\": 1}'")
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checkpoint_path = os.popen(
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"ls {}/default/*/checkpoint_1/checkpoint-1".format(
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tmp_dir)).read()[:-1]
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print("Checkpoint path {}".format(checkpoint_path))
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if not os.path.exists(checkpoint_path):
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sys.exit(1)
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os.popen("python {}/rollout.py --run=IMPALA \"{}\" --steps=100 "
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"--out=\"{}/rollouts_100steps.pkl\" --no-render".format(
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rllib_dir, checkpoint_path, tmp_dir)).read()
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if not os.path.exists(tmp_dir + "/rollouts_100steps.pkl"):
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sys.exit(1)
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os.popen("python {}/rollout.py --run=IMPALA \"{}\" --episodes=1 "
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"--out=\"{}/rollouts_1episode.pkl\" --no-render".format(
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rllib_dir, checkpoint_path, tmp_dir)).read()
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if not os.path.exists(tmp_dir + "/rollouts_1episode.pkl"):
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sys.exit(1)
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# Cleanup.
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os.popen("rm -rf \"{}\"".format(tmp_dir)).read()
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if __name__ == "__main__":
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import pytest
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import sys
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sys.exit(pytest.main(["-v", __file__]))
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