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Python.cs
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144 lines (127 loc) · 3.63 KB
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using NumSharp.Core;
using System;
using System.Collections.Generic;
using System.ComponentModel;
using System.Linq;
using System.Text;
namespace Tensorflow
{
/// <summary>
/// Mapping C# functions to Python
/// </summary>
public class Python
{
protected void print(object obj)
{
Console.WriteLine(obj.ToString());
}
protected IEnumerable<int> range(int end)
{
return Enumerable.Range(0, end);
}
public static T New<T>(object args) where T : IPyClass
{
var instance = Activator.CreateInstance<T>();
instance.__init__(instance, args);
return instance;
}
public static void with(IPython py, Action<IPython> action)
{
try
{
py.__enter__();
action(py);
}
catch (Exception ex)
{
Console.WriteLine(ex.ToString());
throw ex;
}
finally
{
py.__exit__();
py.Dispose();
}
}
public static void with<T>(T py, Action<T> action) where T : IPython
{
try
{
py.__enter__();
action(py);
}
catch (Exception ex)
{
Console.WriteLine(ex.ToString());
throw ex;
}
finally
{
py.__exit__();
py.Dispose();
}
}
public static TOut with<TIn, TOut>(TIn py, Func<TIn, TOut> action) where TIn : IPython
{
try
{
py.__enter__();
return action(py);
}
catch (Exception ex)
{
Console.WriteLine(ex.ToString());
return default(TOut);
}
finally
{
py.__exit__();
py.Dispose();
}
}
public static float time()
{
return (float)(DateTime.UtcNow - new DateTime(1970, 1, 1)).TotalSeconds;
}
public static IEnumerable<(T, T)> zip<T>(NDArray t1, NDArray t2)
{
for (int i = 0; i < t1.size; i++)
yield return (t1.Data<T>(i), t2.Data<T>(i));
}
public static IEnumerable<(T1, T2)> zip<T1, T2>(IList<T1> t1, IList<T2> t2)
{
for (int i = 0; i < t1.Count; i++)
yield return (t1[i], t2[i]);
}
public static IEnumerable<(T1, T2)> zip<T1, T2>(NDArray t1, NDArray t2)
{
for (int i = 0; i < t1.size; i++)
yield return (t1.Data<T1>(i), t2.Data<T2>(i));
}
public static IEnumerable<(int, T)> enumerate<T>(IList<T> values)
{
for (int i = 0; i < values.Count; i++)
yield return (i, values[i]);
}
public static Dictionary<string, object> ConvertToDict(object dyn)
{
var dictionary = new Dictionary<string, object>();
foreach (PropertyDescriptor propertyDescriptor in TypeDescriptor.GetProperties(dyn))
{
object obj = propertyDescriptor.GetValue(dyn);
string name = propertyDescriptor.Name;
dictionary.Add(name, obj);
}
return dictionary;
}
}
public interface IPython : IDisposable
{
void __enter__();
void __exit__();
}
public class PyObject<T> where T : IPyClass
{
public T Instance { get; set; }
}
}