private async Task GetProperties(PersonalizerAdministrationClient client, PersonalizerServiceProperties properties)
{
PersonalizerServiceProperties result = await client.GetPersonalizerPropertiesAsync();
Assert.AreEqual(properties.DefaultReward, result.DefaultReward);
Assert.True(Math.Abs(properties.ExplorationPercentage - result.ExplorationPercentage) < 1e-3);
Assert.AreEqual(properties.ModelExportFrequency, result.ModelExportFrequency);
Assert.AreEqual(properties.RewardAggregation, result.RewardAggregation);
Assert.AreEqual(properties.RewardWaitTime, result.RewardWaitTime);
}
public async Task GetServiceConfiguration()
{
PersonalizerAdministrationClient client = GetPersonalizerAdministrationClient();
PersonalizerServiceProperties defaultConfig = await client.GetPersonalizerPropertiesAsync();
Assert.AreEqual(TimeSpan.FromMinutes(1), defaultConfig.RewardWaitTime);
Assert.AreEqual(TimeSpan.FromHours(1), defaultConfig.ModelExportFrequency);
Assert.AreEqual(1, defaultConfig.DefaultReward);
Assert.AreEqual(0.2, defaultConfig.ExplorationPercentage, 0.00000001);
Assert.AreEqual(0, defaultConfig.LogRetentionDays);
}
private async Task UpdateProperties(PersonalizerAdministrationClient client, PersonalizerServiceProperties properties)
{
PersonalizerServiceProperties result = await client.UpdatePersonalizerPropertiesAsync(properties);
Assert.AreEqual(properties.DefaultReward, result.DefaultReward);
Assert.True(Math.Abs(properties.ExplorationPercentage - result.ExplorationPercentage) < 1e-3);
Assert.AreEqual(properties.ModelExportFrequency, result.ModelExportFrequency);
Assert.AreEqual(properties.RewardAggregation, result.RewardAggregation);
Assert.AreEqual(properties.RewardWaitTime, result.RewardWaitTime);
if (Environment.GetEnvironmentVariable("AZURE_TEST_MODE") == "Record")
{
await Task.Delay(60000);
}
}
private async Task EnableMultiSlot(PersonalizerAdministrationClient adminClient)
{
PersonalizerServiceProperties properties = await adminClient.GetPersonalizerPropertiesAsync();
properties.IsAutoOptimizationEnabled = false;
await adminClient.UpdatePersonalizerPropertiesAsync(properties);
await Task.Delay(30000);
await adminClient.UpdatePersonalizerPolicyAsync(new PersonalizerPolicy("multiSlot", "--ccb_explore_adf --epsilon 0.2 --power_t 0 -l 0.001 --cb_type mtr -q ::"));
//sleep 30 seconds to allow settings to propagate
await Task.Delay(30000);
}
public async Task ConfigurationTests()
{
TimeSpan newExperimentalUnitDuration = TimeSpan.FromSeconds(7);
TimeSpan modelExportFrequency = TimeSpan.FromMinutes(3);
double newDefaultReward = 1.0;
string newRewardFuntion = "average";
float newExplorationPercentage = 0.2f;
var properties = new PersonalizerServiceProperties(
rewardAggregation: newRewardFuntion,
modelExportFrequency: modelExportFrequency,
defaultReward: (float)newDefaultReward,
rewardWaitTime: newExperimentalUnitDuration,
explorationPercentage: newExplorationPercentage,
logRetentionDays: int.MaxValue
);
PersonalizerAdministrationClient client = GetAdministrationClient(isSingleSlot: true);
await UpdateProperties(client, properties);
await GetProperties(client, properties);
await UpdateAndGetPolicy(client);
await ResetPolicy(client);
}
public async Task UpdateServiceConfiguration()
{
PersonalizerAdministrationClient client = GetPersonalizerAdministrationClient();
TimeSpan newExperimentalUnitDuration = TimeSpan.FromMinutes(1);
TimeSpan modelExportFrequency = TimeSpan.FromHours(1);
double newDefaultReward = 1.0;
string newRewardFuntion = "average";
double newExplorationPercentage = 0.2f;
var config = new PersonalizerServiceProperties(
rewardAggregation: newRewardFuntion,
modelExportFrequency: modelExportFrequency,
defaultReward: (float)newDefaultReward,
rewardWaitTime: newExperimentalUnitDuration,
explorationPercentage: (float)newExplorationPercentage,
logRetentionDays: int.MaxValue
);
PersonalizerServiceProperties result = await client.UpdatePersonalizerConfigurationAsync(config);
Assert.AreEqual(config.DefaultReward, result.DefaultReward);
Assert.True(Math.Abs(config.ExplorationPercentage - result.ExplorationPercentage) < 1e-3);
Assert.AreEqual(config.ModelExportFrequency, result.ModelExportFrequency);
Assert.AreEqual(config.RewardAggregation, result.RewardAggregation);
Assert.AreEqual(config.RewardWaitTime, result.RewardWaitTime);
}