Files
ray/python/ray/tune/tests/test_experiment.py
T
Sven 60d4d5e1aa Remove future imports (#6724)
* Remove all __future__ imports from RLlib.

* Remove (object) again from tf_run_builder.py::TFRunBuilder.

* Fix 2xLINT warnings.

* Fix broken appo_policy import (must be appo_tf_policy)

* Remove future imports from all other ray files (not just RLlib).

* Remove future imports from all other ray files (not just RLlib).

* Remove future import blocks that contain `unicode_literals` as well.
Revert appo_tf_policy.py to appo_policy.py (belongs to another PR).

* Add two empty lines before Schedule class.

* Put back __future__ imports into determine_tests_to_run.py. Fails otherwise on a py2/print related error.
2020-01-09 00:15:48 -08:00

78 lines
2.2 KiB
Python

import unittest
import ray
from ray.rllib import _register_all
from ray.tune import register_trainable
from ray.tune.experiment import Experiment, convert_to_experiment_list
from ray.tune.error import TuneError
class ExperimentTest(unittest.TestCase):
def tearDown(self):
ray.shutdown()
_register_all() # re-register the evicted objects
def setUp(self):
def train(config, reporter):
for i in range(100):
reporter(timesteps_total=i)
register_trainable("f1", train)
def testConvertExperimentFromExperiment(self):
exp1 = Experiment(**{
"name": "foo",
"run": "f1",
"config": {
"script_min_iter_time_s": 0
}
})
result = convert_to_experiment_list(exp1)
self.assertEqual(len(result), 1)
self.assertEqual(type(result), list)
def testConvertExperimentNone(self):
result = convert_to_experiment_list(None)
self.assertEqual(len(result), 0)
self.assertEqual(type(result), list)
def testConvertExperimentList(self):
exp1 = Experiment(**{
"name": "foo",
"run": "f1",
"config": {
"script_min_iter_time_s": 0
}
})
result = convert_to_experiment_list([exp1, exp1])
self.assertEqual(len(result), 2)
self.assertEqual(type(result), list)
def testConvertExperimentJSON(self):
experiment = {
"name": {
"run": "f1",
"config": {
"script_min_iter_time_s": 0
}
},
"named": {
"run": "f1",
"config": {
"script_min_iter_time_s": 0
}
}
}
result = convert_to_experiment_list(experiment)
self.assertEqual(len(result), 2)
self.assertEqual(type(result), list)
def testConvertExperimentIncorrect(self):
self.assertRaises(TuneError, lambda: convert_to_experiment_list("hi"))
if __name__ == "__main__":
import pytest
import sys
sys.exit(pytest.main(["-v", __file__]))