pythonnet/src/runtime/Converter.cs at v3.1.0 · pythonnet/pythonnet · GitHub

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using System;

using System.Collections;

using System.Collections.Generic;

using System.Diagnostics;

using System.Reflection;

using System.Runtime.InteropServices;

using System.Security;

namespace Python.Runtime

{

/// <summary>

/// Performs data conversions between managed types and Python types.

/// </summary>

[SuppressUnmanagedCodeSecurity]

internal class Converter

{

private Converter()

{

}

private static readonly Type objectType;

private static readonly Type stringType;

private static readonly Type singleType;

private static readonly Type doubleType;

private static readonly Type int16Type;

private static readonly Type int32Type;

private static readonly Type int64Type;

private static readonly Type boolType;

private static readonly Type typeType;

static Converter()

{

objectType = typeof(Object);

stringType = typeof(String);

int16Type = typeof(Int16);

int32Type = typeof(Int32);

int64Type = typeof(Int64);

singleType = typeof(Single);

doubleType = typeof(Double);

boolType = typeof(Boolean);

typeType = typeof(Type);

}

/// <summary>

/// Given a builtin Python type, return the corresponding CLR type.

/// </summary>

internal static Type? GetTypeByAlias(BorrowedReference op)

{

if (op == Runtime.PyStringType)

return stringType;

if (op == Runtime.PyUnicodeType)

return stringType;

if (op == Runtime.PyLongType)

return int32Type;

if (op == Runtime.PyLongType)

return int64Type;

if (op == Runtime.PyFloatType)

return doubleType;

if (op == Runtime.PyBoolType)

return boolType;

return null;

}

internal static BorrowedReference GetPythonTypeByAlias(Type op)

{

if (op == stringType)

return Runtime.PyUnicodeType.Reference;

if (op == int16Type)

return Runtime.PyLongType.Reference;

if (op == int32Type)

return Runtime.PyLongType.Reference;

if (op == int64Type)

return Runtime.PyLongType.Reference;

if (op == doubleType)

return Runtime.PyFloatType.Reference;

if (op == singleType)

return Runtime.PyFloatType.Reference;

if (op == boolType)

return Runtime.PyBoolType.Reference;

return BorrowedReference.Null;

}

internal static NewReference ToPython<T>(T value)

=> ToPython(value, typeof(T));

private static readonly Func<object, bool> IsTransparentProxy = GetIsTransparentProxy();

private static bool Never(object _) => false;

private static Func<object, bool> GetIsTransparentProxy()

{

var remoting = typeof(int).Assembly.GetType("System.Runtime.Remoting.RemotingServices");

if (remoting is null) return Never;

var isProxy = remoting.GetMethod("IsTransparentProxy", new[] { typeof(object) });

if (isProxy is null) return Never;

return (Func<object, bool>)Delegate.CreateDelegate(

typeof(Func<object, bool>), isProxy,

throwOnBindFailure: true);

}

internal static NewReference ToPythonDetectType(object? value)

=> value is null ? new NewReference(Runtime.PyNone) : ToPython(value, value.GetType());

internal static NewReference ToPython(object? value, Type type)

{

if (value is PyObject pyObj)

{

return new NewReference(pyObj);

}

// Null always converts to None in Python.

if (value == null)

{

return new NewReference(Runtime.PyNone);

}

if (EncodableByUser(type, value))

{

var encoded = PyObjectConversions.TryEncode(value, type);

if (encoded != null)

{

return new NewReference(encoded);

}

if (type.IsInterface)

{

var ifaceObj = (InterfaceObject)ClassManager.GetClassImpl(type);

return ifaceObj.TryWrapObject(value);

}

if (type.IsArray || type.IsEnum)

{

return CLRObject.GetReference(value, type);

}

// it the type is a python subclass of a managed type then return the

// underlying python object rather than construct a new wrapper object.

if (value is IPythonDerivedType pyderived)

{

if (!IsTransparentProxy(pyderived))

return ClassDerivedObject.ToPython(pyderived);

}

// ModuleObjects are created in a way that their wrapping them as

// a CLRObject fails, the ClassObject has no tpHandle. Return the

// pyHandle as is, do not convert.

if (value is ModuleObject)

{

throw new NotImplementedException();

}

// hmm - from Python, we almost never care what the declared

// type is. we'd rather have the object bound to the actual

// implementing class.

type = value.GetType();

if (type.IsEnum)

{

return CLRObject.GetReference(value, type);

}

TypeCode tc = Type.GetTypeCode(type);

switch (tc)

{

case TypeCode.Object:

return CLRObject.GetReference(value, type);

case TypeCode.String:

return Runtime.PyString_FromString((string)value);

case TypeCode.Int32:

return Runtime.PyInt_FromInt32((int)value);

case TypeCode.Boolean:

if ((bool)value)

{

return new NewReference(Runtime.PyTrue);

}

return new NewReference(Runtime.PyFalse);

case TypeCode.Byte:

return Runtime.PyInt_FromInt32((byte)value);

case TypeCode.Char:

return Runtime.PyUnicode_FromOrdinal((int)((char)value));

case TypeCode.Int16:

return Runtime.PyInt_FromInt32((short)value);

case TypeCode.Int64:

return Runtime.PyLong_FromLongLong((long)value);

case TypeCode.Single:

return Runtime.PyFloat_FromDouble((float)value);

case TypeCode.Double:

return Runtime.PyFloat_FromDouble((double)value);

case TypeCode.SByte:

return Runtime.PyInt_FromInt32((sbyte)value);

case TypeCode.UInt16:

return Runtime.PyInt_FromInt32((ushort)value);

case TypeCode.UInt32:

return Runtime.PyLong_FromUnsignedLongLong((uint)value);

case TypeCode.UInt64:

return Runtime.PyLong_FromUnsignedLongLong((ulong)value);

default:

return CLRObject.GetReference(value, type);

}

static bool EncodableByUser(Type type, object value)

{

TypeCode typeCode = Type.GetTypeCode(type);

return type.IsEnum

|| typeCode is TypeCode.DateTime or TypeCode.Decimal

|| typeCode == TypeCode.Object && value.GetType() != typeof(object) && value is not Type;

}

/// <summary>

/// In a few situations, we don't have any advisory type information

/// when we want to convert an object to Python.

/// </summary>

internal static NewReference ToPythonImplicit(object? value)

{

if (value == null)

{

return new NewReference(Runtime.PyNone);

}

return ToPython(value, objectType);

}

/// <summary>

/// Return a managed object for the given Python object, taking funny

/// byref types into account.

/// </summary>

/// <param name="value">A Python object</param>

/// <param name="type">The desired managed type</param>

/// <param name="result">Receives the managed object</param>

/// <param name="setError">If true, call <c>Exceptions.SetError</c> with the reason for failure.</param>

/// <returns>True on success</returns>

internal static bool ToManaged(BorrowedReference value, Type type,

out object? result, bool setError)

{

if (type.IsByRef)

{

type = type.GetElementType();

}

return Converter.ToManagedValue(value, type, out result, setError);

}

internal static bool ToManagedValue(BorrowedReference value, Type obType,

out object? result, bool setError)

{

if (obType == typeof(PyObject))

{

result = new PyObject(value);

return true;

}

if (obType.IsSubclassOf(typeof(PyObject))

&& !obType.IsAbstract

&& obType.GetConstructor(new[] { typeof(PyObject) }) is { } ctor)

{

var untyped = new PyObject(value);

result = ToPyObjectSubclass(ctor, untyped, setError);

return result is not null;

}

// Common case: if the Python value is a wrapped managed object

// instance, just return the wrapped object.

result = null;

switch (ManagedType.GetManagedObject(value))

{

case CLRObject co:

object tmp = co.inst;

if (obType.IsInstanceOfType(tmp))

{

result = tmp;

return true;

}

if (setError)

{

string typeString = tmp is null ? "null" : tmp.GetType().ToString();

Exceptions.SetError(Exceptions.TypeError, $"{typeString} value cannot be converted to {obType}");

}

return false;

case ClassBase cb:

if (!cb.type.Valid)

{

Exceptions.SetError(Exceptions.TypeError, cb.type.DeletedMessage);

return false;

}

result = cb.type.Value;

return true;

case null:

break;

default:

throw new ArgumentException("We should never receive instances of other managed types");

}

if (value == Runtime.PyNone && !obType.IsValueType)

{

result = null;

return true;

}

if (obType.IsGenericType && obType.GetGenericTypeDefinition() == typeof(Nullable<>))

{

if (value == Runtime.PyNone)

{

result = null;

return true;

}

// Set type to underlying type

obType = obType.GetGenericArguments()[0];

}

if (obType.ContainsGenericParameters)

{

if (setError)

{

Exceptions.SetError(Exceptions.TypeError, $"Cannot create an instance of the open generic type {obType}");

}

return false;

}

if (obType.IsArray)

{

return ToArray(value, obType, out result, setError);

}

// Conversion to 'Object' is done based on some reasonable default

// conversions (Python string -> managed string).

if (obType == objectType)

{

if (Runtime.PyString_CheckExact(value))

{

return ToPrimitive(value, stringType, out result, setError);

}

if (Runtime.PyBool_CheckExact(value))

{

return ToPrimitive(value, boolType, out result, setError);

}

if (Runtime.PyFloat_CheckExact(value))

{

return ToPrimitive(value, doubleType, out result, setError);

}

// give custom codecs a chance to take over conversion

// of ints, sequences, and types derived from primitives

BorrowedReference pyType = Runtime.PyObject_TYPE(value);

if (PyObjectConversions.TryDecode(value, pyType, obType, out result))

{

return true;

}

if (Runtime.PyString_Check(value))

{

return ToPrimitive(value, stringType, out result, setError);

}

if (Runtime.PyBool_Check(value))

{

return ToPrimitive(value, boolType, out result, setError);

}

if (Runtime.PyFloat_Check(value))

{

return ToPrimitive(value, doubleType, out result, setError);

}

if (Runtime.PyInt_Check(value))

{

result = new PyInt(value);

return true;

}

result = new PyObject(value);

return true;

}

// Conversion to 'Type' is done using the same mappings as above for objects.

if (obType == typeType)

{

if (value == Runtime.PyStringType)

{

result = stringType;

return true;

}

if (value == Runtime.PyBoolType)

{

result = boolType;

return true;

}

if (value == Runtime.PyLongType)

{

result = typeof(PyInt);

return true;

}

if (value == Runtime.PyFloatType)

{

result = doubleType;

return true;

}

if (value == Runtime.PyListType)

{

result = typeof(PyList);

return true;

}

if (value == Runtime.PyTupleType)

{

result = typeof(PyTuple);

return true;

}

if (setError)

{

Exceptions.SetError(Exceptions.TypeError, "value cannot be converted to Type");

}

return false;

}

if (DecodableByUser(obType))

{

BorrowedReference pyType = Runtime.PyObject_TYPE(value);

if (PyObjectConversions.TryDecode(value, pyType, obType, out result))

{

return true;

}

if (obType == typeof(System.Numerics.BigInteger)

&& Runtime.PyInt_Check(value))

{

using var pyInt = new PyInt(value);

result = pyInt.ToBigInteger();

return true;

}

return ToPrimitive(value, obType, out result, setError);

}

/// <remarks>

/// Unlike <see cref="ToManaged(BorrowedReference, Type, out object?, bool)"/>,

/// this method does not have a <c>setError</c> parameter, because it should

/// only be called after <see cref="ToManaged(BorrowedReference, Type, out object?, bool)"/>.

/// </remarks>

internal static bool ToManagedExplicit(BorrowedReference value, Type obType,

out object? result)

{

result = null;

// this method would potentially clean any existing error resulting in information loss

Debug.Assert(Runtime.PyErr_Occurred() == null);

string? converterName =

IsInteger(obType) ? "__int__"

: IsFloatingNumber(obType) ? "__float__"

: null;

if (converterName is null) return false;

Debug.Assert(obType.IsPrimitive);

using var converter = Runtime.PyObject_GetAttrString(value, converterName);

if (converter.IsNull())

{

Exceptions.Clear();

return false;

}

using var explicitlyCoerced = Runtime.PyObject_CallObject(converter.Borrow(), BorrowedReference.Null);

if (explicitlyCoerced.IsNull())

{

Exceptions.Clear();

return false;

}

return ToPrimitive(explicitlyCoerced.Borrow(), obType, out result, false);

}

static object? ToPyObjectSubclass(ConstructorInfo ctor, PyObject instance, bool setError)

{

try

{

return ctor.Invoke(new object[] { instance });

}

catch (TargetInvocationException ex)

{

if (setError)

{

Exceptions.SetError(ex.InnerException);

}

return null;

}

catch (SecurityException ex)

{

if (setError)

{

Exceptions.SetError(ex);

}

return null;

}

static bool DecodableByUser(Type type)

{

TypeCode typeCode = Type.GetTypeCode(type);

return type.IsEnum

|| typeCode is TypeCode.Object or TypeCode.Decimal or TypeCode.DateTime;

}

internal delegate bool TryConvertFromPythonDelegate(BorrowedReference pyObj, out object? result);

internal static int ToInt32(BorrowedReference value)

{

nint num = Runtime.PyLong_AsSignedSize_t(value);

if (num == -1 && Exceptions.ErrorOccurred())

{

throw PythonException.ThrowLastAsClrException();

}

return checked((int)num);

}

/// <summary>

/// Convert a Python value to an instance of a primitive managed type.

/// </summary>

internal static bool ToPrimitive(BorrowedReference value, Type obType, out object? result, bool setError)

{

result = null;

if (obType.IsEnum)

{

if (setError)

{

Exceptions.SetError(Exceptions.TypeError, "since Python.NET 3.0 int can not be converted to Enum implicitly. Use Enum(int_value)");

}

return false;

}

TypeCode tc = Type.GetTypeCode(obType);

switch (tc)

{

case TypeCode.String:

string? st = Runtime.GetManagedString(value);

if (st == null)

{

goto type_error;

}

result = st;

return true;

case TypeCode.Int32:

{

// Python3 always use PyLong API

nint num = Runtime.PyLong_AsSignedSize_t(value);

if (num == -1 && Exceptions.ErrorOccurred())

{

goto convert_error;

}

if (num > Int32.MaxValue || num < Int32.MinValue)

{

goto overflow;

}

result = (int)num;

return true;

}

case TypeCode.Boolean:

if (value == Runtime.PyTrue)

{

result = true;

return true;

}

if (value == Runtime.PyFalse)

{

result = false;

return true;

}

if (setError)

{

goto type_error;

}

return false;

case TypeCode.Byte:

{

if (Runtime.PyObject_TypeCheck(value, Runtime.PyBytesType))

{

if (Runtime.PyBytes_Size(value) == 1)

{

IntPtr bytePtr = Runtime.PyBytes_AsString(value);

result = (byte)Marshal.ReadByte(bytePtr);

return true;

}

goto type_error;

}

nint num = Runtime.PyLong_AsSignedSize_t(value);

if (num == -1 && Exceptions.ErrorOccurred())

{

goto convert_error;

}

if (num > Byte.MaxValue || num < Byte.MinValue)

{

goto overflow;

}

result = (byte)num;

return true;

}

case TypeCode.SByte:

{

if (Runtime.PyObject_TypeCheck(value, Runtime.PyBytesType))

{

if (Runtime.PyBytes_Size(value) == 1)

{

IntPtr bytePtr = Runtime.PyBytes_AsString(value);

result = (sbyte)Marshal.ReadByte(bytePtr);

return true;

}

goto type_error;

}

nint num = Runtime.PyLong_AsSignedSize_t(value);

if (num == -1 && Exceptions.ErrorOccurred())

{

goto convert_error;

}

if (num > SByte.MaxValue || num < SByte.MinValue)

{

goto overflow;

}

result = (sbyte)num;

return true;

}

case TypeCode.Char:

{

if (Runtime.PyObject_TypeCheck(value, Runtime.PyBytesType))

{

if (Runtime.PyBytes_Size(value) == 1)

{

IntPtr bytePtr = Runtime.PyBytes_AsString(value);

result = (char)Marshal.ReadByte(bytePtr);

return true;

}

goto type_error;

}

else if (Runtime.PyObject_TypeCheck(value, Runtime.PyUnicodeType))

{

if (Runtime.PyUnicode_GetLength(value) == 1)

{

int chr = Runtime.PyUnicode_ReadChar(value, 0);

result = (Char)chr;

return true;

}

goto type_error;

}

nint num = Runtime.PyLong_AsSignedSize_t(value);

if (num == -1 && Exceptions.ErrorOccurred())

{

goto convert_error;

}

if (num > Char.MaxValue || num < Char.MinValue)

{

goto overflow;

}

result = (char)num;

return true;

}

case TypeCode.Int16:

{

nint num = Runtime.PyLong_AsSignedSize_t(value);

if (num == -1 && Exceptions.ErrorOccurred())

{

goto convert_error;

}

if (num > Int16.MaxValue || num < Int16.MinValue)

{

goto overflow;

}

result = (short)num;

return true;

}

case TypeCode.Int64:

{

if (Runtime.Is32Bit)

{

if (!Runtime.PyInt_Check(value))

{

goto type_error;

}

long? num = Runtime.PyLong_AsLongLong(value);

if (num is null)

{

goto convert_error;

}

result = num.Value;

return true;

}

else

{

nint num = Runtime.PyLong_AsSignedSize_t(value);

if (num == -1 && Exceptions.ErrorOccurred())

{

goto convert_error;

}

result = (long)num;

return true;

}

case TypeCode.UInt16:

{

nint num = Runtime.PyLong_AsSignedSize_t(value);

if (num == -1 && Exceptions.ErrorOccurred())

{

goto convert_error;

}

if (num > UInt16.MaxValue || num < UInt16.MinValue)

{

goto overflow;

}

result = (ushort)num;

return true;

}

case TypeCode.UInt32:

{

nuint num = Runtime.PyLong_AsUnsignedSize_t(value);

if (num == unchecked((nuint)(-1)) && Exceptions.ErrorOccurred())

{

goto convert_error;

}

if (num > UInt32.MaxValue)

{

goto overflow;

}

result = (uint)num;

return true;

}

case TypeCode.UInt64:

{

ulong? num = Runtime.PyLong_AsUnsignedLongLong(value);

if (num is null)

{

goto convert_error;

}

result = num.Value;

return true;

}

case TypeCode.Single:

{

if (!Runtime.PyFloat_Check(value) && !Runtime.PyInt_Check(value))

{

goto type_error;

}

double num = Runtime.PyFloat_AsDouble(value);

if (num == -1.0 && Exceptions.ErrorOccurred())

{

goto convert_error;

}

if (num > Single.MaxValue || num < Single.MinValue)

{

if (!double.IsInfinity(num))

{

goto overflow;

}

result = (float)num;

return true;

}

case TypeCode.Double:

{

if (!Runtime.PyFloat_Check(value) && !Runtime.PyInt_Check(value))

{

goto type_error;

}

double num = Runtime.PyFloat_AsDouble(value);

if (num == -1.0 && Exceptions.ErrorOccurred())

{

goto convert_error;

}

result = num;

return true;

}

default:

goto type_error;

}

convert_error:

if (!setError)

{

Exceptions.Clear();

}

return false;

type_error:

if (setError)

{

string tpName = Runtime.PyObject_GetTypeName(value);

Exceptions.SetError(Exceptions.TypeError, $"'{tpName}' value cannot be converted to {obType}");

}

return false;

overflow:

// C# level overflow error

if (setError)

{

Exceptions.SetError(Exceptions.OverflowError, "value too large to convert");

}

return false;

}

private static void SetConversionError(BorrowedReference value, Type target)

{

// PyObject_Repr might clear the error

Runtime.PyErr_Fetch(out var causeType, out var causeVal, out var causeTrace);

var ob = Runtime.PyObject_Repr(value);

string src = "'object has no repr'";

if (ob.IsNull())

{

Exceptions.Clear();

}

else

{

src = Runtime.GetManagedString(ob.Borrow()) ?? src;

}

ob.Dispose();

Runtime.PyErr_Restore(causeType.StealNullable(), causeVal.StealNullable(), causeTrace.StealNullable());

Exceptions.RaiseTypeError($"Cannot convert {src} to {target}");

}

/// <summary>

/// Convert a Python value to a correctly typed managed array instance.

/// The Python value must support the Python iterator protocol or and the

/// items in the sequence must be convertible to the target array type.

/// </summary>

private static bool ToArray(BorrowedReference value, Type obType, out object? result, bool setError)

{

Type elementType = obType.GetElementType();

result = null;

using var IterObject = Runtime.PyObject_GetIter(value);

if (IterObject.IsNull())

{

if (setError)

{

SetConversionError(value, obType);

}

else

{

// PyObject_GetIter will have set an error

Exceptions.Clear();

}

return false;

}

IList list;

try

{

// MakeGenericType can throw because elementType may not be a valid generic argument even though elementType[] is a valid array type.

// For example, if elementType is a pointer type.

// See https://docs.microsoft.com/en-us/dotnet/api/system.type.makegenerictype#System_Type_MakeGenericType_System_Type

var constructedListType = typeof(List<>).MakeGenericType(elementType);

bool IsSeqObj = Runtime.PySequence_Check(value);

object[] constructorArgs = Array.Empty<object>();

if (IsSeqObj)

{

var len = Runtime.PySequence_Size(value);

if (len >= 0)

{

if (len <= int.MaxValue)

{

constructorArgs = new object[] { (int)len };

}

else

{

// for the sequences, that explicitly deny calling __len__()

Exceptions.Clear();

}

// CreateInstance can throw even if MakeGenericType succeeded.

// See https://docs.microsoft.com/en-us/dotnet/api/system.activator.createinstance#System_Activator_CreateInstance_System_Type_

list = (IList)Activator.CreateInstance(constructedListType, args: constructorArgs);

}

catch (Exception e)

{

if (setError)

{

Exceptions.SetError(e);

SetConversionError(value, obType);

}

return false;

}

while (true)

{

using var item = Runtime.PyIter_Next(IterObject.Borrow());

if (item.IsNull()) break;

if (!Converter.ToManaged(item.Borrow(), elementType, out var obj, setError))

{

return false;

}

list.Add(obj);

}

if (Exceptions.ErrorOccurred())

{

if (!setError) Exceptions.Clear();

return false;

}

Array items = Array.CreateInstance(elementType, list.Count);

list.CopyTo(items, 0);

result = items;

return true;

}

internal static bool IsFloatingNumber(Type type) => type == typeof(float) || type == typeof(double);

internal static bool IsInteger(Type type)

=> type == typeof(Byte) || type == typeof(SByte)

|| type == typeof(Int16) || type == typeof(UInt16)

|| type == typeof(Int32) || type == typeof(UInt32)

|| type == typeof(Int64) || type == typeof(UInt64);

}

public static class ConverterExtension

{

public static PyObject ToPython(this object? o)

{

if (o is null) return Runtime.None;

return Converter.ToPython(o, o.GetType()).MoveToPyObject();

}

public static PyObject ToPythonAs<T>(this T? o)

{

if (o is null) return Runtime.None;

return Converter.ToPython(o, typeof(T)).MoveToPyObject();

}

pythonnet/src/runtime/Converter.cs at v3.1.0 · pythonnet/pythonnet · GitHub

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