semantic_rl / baselines /common /tests /test_plot_util.py
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# smoke tests of plot_util
from baselines.common import plot_util as pu
from baselines.common.tests.util import smoketest
def test_plot_util():
nruns = 4
logdirs = [smoketest('--alg=ppo2 --env=CartPole-v0 --num_timesteps=10000') for _ in range(nruns)]
data = pu.load_results(logdirs)
assert len(data) == 4
_, axes = pu.plot_results(data[:1]); assert len(axes) == 1
_, axes = pu.plot_results(data, tiling='vertical'); assert axes.shape==(4,1)
_, axes = pu.plot_results(data, tiling='horizontal'); assert axes.shape==(1,4)
_, axes = pu.plot_results(data, tiling='symmetric'); assert axes.shape==(2,2)
_, axes = pu.plot_results(data, split_fn=lambda _: ''); assert len(axes) == 1