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name: "CodeQL config" | ||
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# Specify the paths to ignore | ||
paths-ignore: | ||
- bindings/python/docs/ | ||
- ext_libs/ | ||
- 'bindings/python/docs/' | ||
- 'ext_libs/' | ||
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# Specify the minimum disk space required | ||
min-disk-free: 2048 # Adjust as necessary. This value is in MB. |
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using System; | ||
using System.Diagnostics; | ||
using System.Threading; | ||
using System.Threading.Tasks; | ||
using Microsoft.VisualStudio.TestTools.UnitTesting; | ||
using Newtonsoft.Json; | ||
using Newtonsoft.Json.Linq; | ||
using Rl.Net; | ||
using Rl.Net.Native; | ||
using Rl.Net.Cli.Test; | ||
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namespace Rl.Net.Cli.Test | ||
{ | ||
using SenderFactory = Func<IReadOnlyConfiguration, ErrorCallback, ISender>; | ||
using BackgroundErrorCallback = Action<ApiStatus>; | ||
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[TestClass] | ||
public class LoopTest : TestBase | ||
{ | ||
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string configJson = | ||
@"{ | ||
""ApplicationID"": ""testclient"", | ||
""interaction.sender.implementation"": ""INTERACTION_FILE_SENDER"", | ||
""observation.sender.implementation"": ""OBSERVATION_FILE_SENDER"", | ||
""interaction.file.name"": ""interaction.fbs"", | ||
""observation.file.name"": ""observation.fbs"", | ||
""IsExplorationEnabled"": true, | ||
""InitialExplorationEpsilon"": 1.0, | ||
""LearningMode"": ""Online"", | ||
""model.source"": ""FILE_MODEL_DATA"", | ||
""protocol.version"":""2"" | ||
}"; | ||
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const string contextJsonCA = | ||
@"{ | ||
""id"": ""j1"", | ||
""20.3"": 1, | ||
""102.4"": 1, | ||
""-10.2"": 1 | ||
}"; | ||
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const string contextJsonCB = | ||
@"{ | ||
""GUser"": { | ||
""id"": ""a"", | ||
""major"": ""eng"", | ||
""hobby"": ""hiking"" | ||
}, | ||
""_multi"": [ | ||
{ ""TAction"": { ""a1"": ""f1"" } }, | ||
{ ""TAction"": { ""a2"": ""f2"" } } | ||
] | ||
}"; | ||
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const string contextJsonCCB = @" | ||
{ | ||
""GUser"": { | ||
""f1"": 82 | ||
}, | ||
""_multi"": [ | ||
{ | ||
""a1"": { | ||
""af1"": 82 | ||
} | ||
}, | ||
{ | ||
""a2"": { | ||
""af1"": 82 | ||
} | ||
} | ||
], | ||
""_slots"": [ | ||
{ | ||
""_id"": ""slot0"" | ||
}, | ||
{ | ||
""_id"": ""slot1"" | ||
} | ||
] | ||
}"; | ||
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const string contextJsonSlates = | ||
@"{ | ||
""shared_feature"": 1.0, | ||
""_multi"": [ | ||
{""_slot_id"": 0, ""feature"": 1.0}, | ||
{""_slot_id"": 0, ""feature"": 1.0}, | ||
{""_slot_id"": 0, ""feature"": 1.0}, | ||
{""_slot_id"": 1, ""feature"": 1.0}, | ||
{""_slot_id"": 1, ""feature"": 1.0} | ||
], | ||
""_slots"": [ | ||
{""feature"": 1.0}, | ||
{""feature"": 1.0} | ||
] | ||
}"; | ||
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[TestMethod] | ||
public void Test_CALoop() | ||
{ | ||
const float outcome = 1.0f; | ||
const string eventId = "event_id"; | ||
string configJsonCA = configJson.TrimEnd('}', '\r', '\n', ' ', '\t') + | ||
@", ""model.vw.initial_command_line"": ""--quiet --cats 4 --min_value=185 --max_value=23959 --bandwidth 3000"" }"; | ||
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CALoop ca_loop = Helpers.CreateLoopOrExit<CALoop>(configJsonCA, config => new CALoop(config), true); | ||
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ApiStatus apiStatus = new ApiStatus(); | ||
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ContinuousActionResponse continuousResponse = new ContinuousActionResponse(); | ||
if (!ca_loop.TryRequestContinuousAction(eventId, contextJsonCA, continuousResponse, apiStatus)) | ||
{ | ||
Helpers.WriteStatusAndExit(apiStatus); | ||
} | ||
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Assert.AreEqual(188.5713, continuousResponse.ChosenAction, .001); | ||
Assert.AreEqual(0, continuousResponse.ChosenActionPdfValue, .001); | ||
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if (!ca_loop.TryQueueOutcomeEvent(eventId, outcome, apiStatus)) | ||
{ | ||
Helpers.WriteStatusAndExit(apiStatus); | ||
} | ||
} | ||
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[TestMethod] | ||
public void Test_CBLoop() | ||
{ | ||
const float outcome = 1.0f; | ||
const string eventId = "event_id"; | ||
string configJsonCB = configJson.TrimEnd('}', '\r', '\n', ' ', '\t') + | ||
@", ""model.vw.initial_command_line"": ""--quiet --cb_explore_adf"" }"; | ||
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CBLoop cb_loop = Helpers.CreateLoopOrExit<CBLoop>(configJsonCB, config => new CBLoop(config), true); | ||
ApiStatus apiStatus = new ApiStatus(); | ||
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RankingResponse rankingResponse = new RankingResponse(); | ||
if (!cb_loop.TryChooseRank(eventId, contextJsonCB, rankingResponse, apiStatus)) | ||
{ | ||
Helpers.WriteStatusAndExit(apiStatus); | ||
} | ||
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long actionId; | ||
if (!rankingResponse.TryGetChosenAction(out actionId, apiStatus)) | ||
{ | ||
Helpers.WriteStatusAndExit(apiStatus); | ||
} | ||
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Assert.AreEqual(0, actionId); | ||
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if (!cb_loop.TryQueueOutcomeEvent(eventId, outcome, apiStatus)) | ||
{ | ||
Helpers.WriteStatusAndExit(apiStatus); | ||
} | ||
} | ||
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[TestMethod] | ||
public void Test_CCBLoop() | ||
{ | ||
const float outcome = 1.0f; | ||
const string eventId = "event_id"; | ||
string configJsonCCB = configJson.TrimEnd('}', '\r', '\n', ' ', '\t') + | ||
@", ""model.vw.initial_command_line"": ""--quiet --ccb_explore_adf"" }"; | ||
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CCBLoop ccb_loop = Helpers.CreateLoopOrExit<CCBLoop>(configJsonCCB, config => new CCBLoop(config), true); | ||
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ApiStatus apiStatus = new ApiStatus(); | ||
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MultiSlotResponseDetailed multiResponse = new MultiSlotResponseDetailed(); | ||
if (!ccb_loop.TryRequestMultiSlotDecisionDetailed(eventId, contextJsonCCB, multiResponse, apiStatus)) | ||
{ | ||
Helpers.WriteStatusAndExit(apiStatus); | ||
} | ||
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// TODO: Populate actionProbs. Currently GetOutcome() just returns a fixed outcome value, so the values of actionProbs don't matter. | ||
ActionProbability[] actionProbs = new ActionProbability[multiResponse.Count]; | ||
// Define the expected sequences | ||
string[] expectedSlotIds = new string[] { "slot0", "slot1" }; | ||
int[] expectedChosenActions = new int[] { 1, 0 }; | ||
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int index = 0; | ||
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foreach (var slot in multiResponse) | ||
{ | ||
if (index >= expectedSlotIds.Length) | ||
{ | ||
Assert.Fail("The response contains more items than expected."); | ||
} | ||
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// Assert the expected values | ||
Assert.AreEqual(expectedSlotIds[index], slot.SlotId); | ||
Assert.AreEqual(expectedChosenActions[index], slot.ChosenAction); | ||
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if (!ccb_loop.TryQueueOutcomeEvent(eventId, slot.SlotId, outcome, apiStatus)) | ||
{ | ||
Helpers.WriteStatusAndExit(apiStatus); | ||
} | ||
index++; | ||
} | ||
} | ||
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[TestMethod] | ||
public void Test_SlatesLoop() | ||
{ | ||
const float outcome = 1.0f; | ||
const string eventId = "event_id"; | ||
string configJsonSlates = configJson.TrimEnd('}', '\r', '\n', ' ', '\t') + | ||
@", ""model.vw.initial_command_line"": ""--quiet --slates"" }"; | ||
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SlatesLoop slates_loop = Helpers.CreateLoopOrExit<SlatesLoop>(configJsonSlates, config => new SlatesLoop(config), true); | ||
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ApiStatus apiStatus = new ApiStatus(); | ||
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// TODO: Fix VW slates json parser to test usage | ||
/*MultiSlotResponseDetailed multiResponse = new MultiSlotResponseDetailed(); | ||
if (!slates_loop.TryRequestMultiSlotDecisionDetailed(eventId, contextJsonSlates, multiResponse, apiStatus)) | ||
{ | ||
Helpers.WriteStatusAndExit(apiStatus); | ||
}*/ | ||
} | ||
} | ||
} |
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@@ -0,0 +1,70 @@ | ||
using System; | ||
using System.Diagnostics; | ||
using System.Threading; | ||
using System.Threading.Tasks; | ||
using Microsoft.VisualStudio.TestTools.UnitTesting; | ||
using Newtonsoft.Json; | ||
using Newtonsoft.Json.Linq; | ||
using Rl.Net; | ||
using Rl.Net.Native; | ||
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namespace Rl.Net.Cli.Test | ||
{ | ||
using SenderFactory = Func<IReadOnlyConfiguration, ErrorCallback, ISender>; | ||
using BackgroundErrorCallback = Action<ApiStatus>; | ||
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internal class MockSender : ISender | ||
{ | ||
public Action<ApiStatus> Init | ||
{ | ||
get; | ||
set; | ||
} | ||
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public Action<SharedBuffer, ApiStatus> Send | ||
{ | ||
get; | ||
set; | ||
} | ||
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void ISender.Init(ApiStatus status) | ||
{ | ||
if (this.Init != null) | ||
{ | ||
this.Init(status); | ||
} | ||
} | ||
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void ISender.Send(SharedBuffer buffer, ApiStatus status) | ||
{ | ||
if (this.Send != null) | ||
{ | ||
this.Send(buffer, status); | ||
} | ||
} | ||
} | ||
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internal class MockAsyncSender : AsyncSender | ||
{ | ||
public MockAsyncSender(ErrorCallback callback) : base(callback) | ||
{ | ||
} | ||
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public new Func<SharedBuffer, BackgroundErrorCallback, Task> Send | ||
{ | ||
get; | ||
set; | ||
} | ||
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protected override Task SendAsync(SharedBuffer buffer) | ||
{ | ||
if (this.Send != null) | ||
{ | ||
return this.Send(buffer, this.RaiseBackgroundError); | ||
} | ||
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return Task.CompletedTask; | ||
} | ||
} | ||
} |
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