public void TestConfigParsing()
{
var str = @"
f1
ns1.f2(FeatureGroup = 'a')
ns1.f3(Namespace = ""a"",Enumerize=true, FeatureGroup = 'g' )
ns1.f4(Enumerize=true , FeatureGroup ='f', Order=3,AddAnchor=true)
ns1.ns2.f5
";
var schema = ConfigInspector.CreateSchema(typeof(ConfigSample), str, msg => Assert.Fail(msg));
using (var vw = new VowpalWabbitExampleValidator <ConfigSample>(new VowpalWabbitSettings {
Schema = schema
}))
{
vw.Validate("| f1:1 f5:5 |a abc |ga f33 |f f44 ",
new ConfigSample
{
f1 = 1,
ns1 = new ConfigSampleNamespace
{
f2 = "abc",
f3 = 3,
f4 = 4,
ns2 = new ConfigSampleNamespaceSub
{
f5 = 5
}
}
});
}
}
public void TestConfigADFParsing()
{
var schemaShared = ConfigInspector.CreateSchema(typeof(ConfigShared), "f1", msg => Assert.Fail(msg));
var schemaADF = ConfigInspector.CreateSchema(typeof(ConfigADF), "f2(Enumerize=true)", msg => Assert.Fail(msg));
using (var vw = new VowpalWabbit <ConfigShared, ConfigADF>(new VowpalWabbitSettings("--cb_adf")
{
Schema = schemaShared, ActionDependentSchema = schemaADF
}))
using (var vwNative = new VowpalWabbit("--cb_adf"))
{
vw.Learn(
new ConfigShared {
f1 = 2, ignore_me = 3
},
new[]
{
new ConfigADF {
f2 = 3
},
new ConfigADF {
f2 = 4
},
}, 0, new ContextualBanditLabel {
Action = 0, Cost = 1, Probability = .5f
});
vwNative.Learn(
new[]
{
"shared | f1:2",
"0:1:.5 | f23",
" | f24"
});
vw.Native.SaveModel("config-actual.model");
vwNative.SaveModel("config-expected.model");
}
var actual = File.ReadAllBytes("config-actual.model");
var expected = File.ReadAllBytes("config-expected.model");
CollectionAssert.AreEqual(expected, actual);
}
private static void OpenConfigEditor()
{
ConfigInspector window = (ConfigInspector)EditorWindow.GetWindow(typeof(ConfigInspector));
window.Show();
}
