public void TestSingleActionOfflineModeCustomLogger()
{
var dsConfig = new Microsoft.Research.MultiWorldTesting.ClientLibrary.SingleAction.DecisionServiceConfiguration<TestContext>(
authorizationToken: "my token",
explorer: new Microsoft.Research.MultiWorldTesting.ExploreLibrary.SingleAction.EpsilonGreedyExplorer<TestContext>(new TestSingleActionPolicy(), epsilon: 0.2f, numActions: Constants.NumberOfActions));
dsConfig.OfflineMode = true;
dsConfig.Recorder = new TestLogger();
int numChooseAction = 100;
var ds = new Microsoft.Research.MultiWorldTesting.ClientLibrary.SingleAction.DecisionService<TestContext>(dsConfig);
for (int i = 0; i < numChooseAction; i++)
{
ds.ChooseAction(new UniqueEventID { Key = i.ToString() }, new TestContext());
}
Assert.AreEqual(numChooseAction, ((TestLogger)dsConfig.Recorder).NumRecord);
int numReward = 200;
for (int i = 0; i < numReward; i++)
{
ds.ReportReward(i, new UniqueEventID { Key = i.ToString() });
}
Assert.AreEqual(numReward, ((TestLogger)dsConfig.Recorder).NumReward);
int numOutcome = 300;
for (int i = 0; i < numOutcome; i++)
{
ds.ReportOutcome(i.ToString(), new UniqueEventID { Key = i.ToString() });
}
Assert.AreEqual(numOutcome, ((TestLogger)dsConfig.Recorder).NumOutcome);
ds.Flush();
Assert.AreEqual(0, ((TestLogger)dsConfig.Recorder).NumRecord);
Assert.AreEqual(0, ((TestLogger)dsConfig.Recorder).NumReward);
Assert.AreEqual(0, ((TestLogger)dsConfig.Recorder).NumOutcome);
}
public void TestSingleActionDSUploadMultipleEvents()
{
joinServer.Reset();
string uniqueKey = "test interaction";
var dsConfig = new Microsoft.Research.MultiWorldTesting.ClientLibrary.SingleAction.DecisionServiceConfiguration<TestContext>(
authorizationToken: MockCommandCenter.AuthorizationToken,
explorer: new Microsoft.Research.MultiWorldTesting.ExploreLibrary.SingleAction.EpsilonGreedyExplorer<TestContext>(new TestSingleActionPolicy(), epsilon: 0.2f, numActions: Constants.NumberOfActions));
dsConfig.JoinServerType = JoinServerType.CustomSolution;
dsConfig.LoggingServiceAddress = MockJoinServer.MockJoinServerAddress;
var ds = new Microsoft.Research.MultiWorldTesting.ClientLibrary.SingleAction.DecisionService<TestContext>(dsConfig);
uint chosenAction1 = ds.ChooseAction(new UniqueEventID { Key = uniqueKey }, new TestContext());
uint chosenAction2 = ds.ChooseAction(new UniqueEventID { Key = uniqueKey }, new TestContext());
ds.ReportReward(1.0f, new UniqueEventID { Key = uniqueKey });
ds.ReportOutcome(JsonConvert.SerializeObject(new { value = "test outcome" }), new UniqueEventID { Key = uniqueKey });
ds.Flush();
Assert.AreEqual(4, joinServer.EventBatchList.Sum(batch => batch.ExperimentalUnitFragments.Count));
}
