public static void Main()
{
using (var env = new ConsoleEnvironment())
{
env.ComponentCatalog.RegisterAssembly(typeof(TextLoader).Assembly); // ML.Data
env.ComponentCatalog.RegisterAssembly(typeof(LinearPredictor).Assembly); // ML.StandardLearners
env.ComponentCatalog.RegisterAssembly(typeof(CategoricalTransform).Assembly); // ML.Transforms
env.ComponentCatalog.RegisterAssembly(typeof(FastTreeBinaryPredictor).Assembly); // ML.FastTree
env.ComponentCatalog.RegisterAssembly(typeof(KMeansPredictor).Assembly); // ML.KMeansClustering
env.ComponentCatalog.RegisterAssembly(typeof(PcaPredictor).Assembly); // ML.PCA
env.ComponentCatalog.RegisterAssembly(typeof(Experiment).Assembly); // ML.Legacy
env.ComponentCatalog.RegisterAssembly(typeof(LightGbmBinaryPredictor).Assembly);
env.ComponentCatalog.RegisterAssembly(typeof(TensorFlowTransform).Assembly);
env.ComponentCatalog.RegisterAssembly(typeof(ImageLoaderTransform).Assembly);
env.ComponentCatalog.RegisterAssembly(typeof(SymSgdClassificationTrainer).Assembly);
env.ComponentCatalog.RegisterAssembly(typeof(AutoInference).Assembly);
env.ComponentCatalog.RegisterAssembly(typeof(SaveOnnxCommand).Assembly);
var catalog = env.ComponentCatalog;
var jObj = JsonManifestUtils.BuildAllManifests(env, catalog);
var jPath = "manifest.json";
using (var file = File.OpenWrite(jPath))
using (var writer = new StreamWriter(file))
using (var jw = new JsonTextWriter(writer))
{
jw.Formatting = Formatting.Indented;
jObj.WriteTo(jw);
}
}
}
public static void Main()
{
var env = new TlcEnvironment();
var catalog = ModuleCatalog.CreateInstance(env);
var jObj = JsonManifestUtils.BuildAllManifests(env, catalog);
var jPath = "manifest.json";
using (var file = File.OpenWrite(jPath))
using (var writer = new StreamWriter(file))
using (var jw = new JsonTextWriter(writer))
{
jw.Formatting = Formatting.Indented;
jObj.WriteTo(jw);
}
}
private static (IEnumerable <string> epListContents, JObject manifest) BuildManifests()
{
ConsoleEnvironment env = new ConsoleEnvironment();
foreach (Type type in _types)
{
env.ComponentCatalog.RegisterAssembly(type.Assembly);
}
var catalog = env.ComponentCatalog;
var regex = new Regex(@"\r\n?|\n", RegexOptions.Compiled);
var epListContents = catalog.AllEntryPoints()
.Select(x => string.Join("\t",
x.Name,
regex.Replace(x.Description, ""),
x.Method.DeclaringType,
x.Method.Name,
x.InputType,
x.OutputType)
.Replace(Environment.NewLine, "", StringComparison.Ordinal))
.OrderBy(x => x);
var manifest = JsonManifestUtils.BuildAllManifests(env, catalog);
//clean up the description from the new line characters
if (manifest[FieldNames.TopEntryPoints] != null && manifest[FieldNames.TopEntryPoints] is JArray)
{
foreach (JToken entry in manifest[FieldNames.TopEntryPoints].Children())
{
if (entry[FieldNames.Desc] != null)
{
entry[FieldNames.Desc] = regex.Replace(entry[FieldNames.Desc].ToString(), "");
}
}
}
return(epListContents, manifest);
}