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RuntimeData.cs
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using System;
using System.Collections.Generic;
using System.Diagnostics;
using System.IO;
using System.Linq;
using System.Runtime.InteropServices;
using System.Runtime.Serialization;
using System.Runtime.Serialization.Formatters.Binary;
using Python.Runtime.StateSerialization;
using static Python.Runtime.Runtime;
namespace Python.Runtime
{
public static class RuntimeData
{
public readonly static Func<IFormatter> DefaultFormatterFactory = () =>
{
try
{
var res = new BinaryFormatter();
res.Serialize(new MemoryStream(), 1); // test if BinaryFormatter is usable
return res;
}
catch
{
return new NoopFormatter();
}
};
private static Func<IFormatter> _formatterFactory { get; set; } = DefaultFormatterFactory;
public static Func<IFormatter> FormatterFactory
{
get => _formatterFactory;
set
{
if (value == null)
throw new ArgumentNullException(nameof(value));
_formatterFactory = value;
}
}
private static Type? _formatterType = null;
public static Type? FormatterType
{
get => _formatterType;
set
{
if (!typeof(IFormatter).IsAssignableFrom(value))
{
throw new ArgumentException("Not a type implemented IFormatter");
}
_formatterType = value;
}
}
/// <summary>
/// Callback called as a last step in the serialization process
/// </summary>
public static Action? PostStashHook { get; set; } = null;
/// <summary>
/// Callback called as the first step in the deserialization process
/// </summary>
public static Action? PreRestoreHook { get; set; } = null;
public static ICLRObjectStorer? WrappersStorer { get; set; }
/// <summary>
/// Clears the old "clr_data" entry if a previous one is present.
/// </summary>
static void ClearCLRData ()
{
BorrowedReference capsule = PySys_GetObject("clr_data");
if (!capsule.IsNull)
{
IntPtr oldData = PyCapsule_GetPointer(capsule, IntPtr.Zero);
PyMem_Free(oldData);
PyCapsule_SetPointer(capsule, IntPtr.Zero);
}
}
internal static void Stash()
{
var runtimeStorage = new PythonNetState
{
Metatype = MetaType.SaveRuntimeData(),
ImportHookState = ImportHook.SaveRuntimeData(),
Types = TypeManager.SaveRuntimeData(),
Classes = ClassManager.SaveRuntimeData(),
SharedObjects = SaveRuntimeDataObjects(),
};
IFormatter formatter = CreateFormatter();
var ms = new MemoryStream();
formatter.Serialize(ms, runtimeStorage);
Debug.Assert(ms.Length <= int.MaxValue);
byte[] data = ms.GetBuffer();
// TODO: use buffer api instead
IntPtr mem = PyMem_Malloc(ms.Length + IntPtr.Size);
Marshal.WriteIntPtr(mem, (IntPtr)ms.Length);
Marshal.Copy(data, 0, mem + IntPtr.Size, (int)ms.Length);
ClearCLRData();
using NewReference capsule = PyCapsule_New(mem, IntPtr.Zero, IntPtr.Zero);
int res = PySys_SetObject("clr_data", capsule.BorrowOrThrow());
PythonException.ThrowIfIsNotZero(res);
PostStashHook?.Invoke();
}
internal static void RestoreRuntimeData()
{
try
{
RestoreRuntimeDataImpl();
}
finally
{
ClearStash();
}
}
private static void RestoreRuntimeDataImpl()
{
PreRestoreHook?.Invoke();
BorrowedReference capsule = PySys_GetObject("clr_data");
if (capsule.IsNull)
{
return;
}
IntPtr mem = PyCapsule_GetPointer(capsule, IntPtr.Zero);
int length = (int)Marshal.ReadIntPtr(mem);
byte[] data = new byte[length];
Marshal.Copy(mem + IntPtr.Size, data, 0, length);
var ms = new MemoryStream(data);
var formatter = CreateFormatter();
var storage = (PythonNetState)formatter.Deserialize(ms);
PyCLRMetaType = MetaType.RestoreRuntimeData(storage.Metatype);
TypeManager.RestoreRuntimeData(storage.Types);
ClassManager.RestoreRuntimeData(storage.Classes);
RestoreRuntimeDataObjects(storage.SharedObjects);
ImportHook.RestoreRuntimeData(storage.ImportHookState);
}
public static bool HasStashData()
{
return !PySys_GetObject("clr_data").IsNull;
}
public static void ClearStash()
{
PySys_SetObject("clr_data", default);
}
static bool CheckSerializable (object o)
{
Type type = o.GetType();
do
{
if (!type.IsSerializable)
{
return false;
}
} while ((type = type.BaseType) != null);
return true;
}
private static SharedObjectsState SaveRuntimeDataObjects()
{
var contexts = new Dictionary<PyObject, Dictionary<string, object?>>(PythonReferenceComparer.Instance);
var extensionObjs = new Dictionary<PyObject, ExtensionType>(PythonReferenceComparer.Instance);
// make a copy with strongly typed references to avoid concurrent modification
var extensions = ExtensionType.loadedExtensions
.Select(addr => new PyObject(
new BorrowedReference(addr),
// if we don't skip collect, finalizer might modify loadedExtensions
skipCollect: true))
.ToArray();
foreach (var pyObj in extensions)
{
var extension = (ExtensionType)ManagedType.GetManagedObject(pyObj)!;
Debug.Assert(CheckSerializable(extension));
var context = extension.Save(pyObj);
if (context is not null)
{
contexts[pyObj] = context;
}
extensionObjs.Add(pyObj, extension);
}
var wrappers = new Dictionary<object, List<CLRObject>>();
var userObjects = new CLRWrapperCollection();
// make a copy with strongly typed references to avoid concurrent modification
var reflectedObjects = CLRObject.reflectedObjects
.Select(addr => new PyObject(
new BorrowedReference(addr),
// if we don't skip collect, finalizer might modify reflectedObjects
skipCollect: true))
.ToList();
foreach (var pyObj in reflectedObjects)
{
// Wrapper must be the CLRObject
var clrObj = (CLRObject)ManagedType.GetManagedObject(pyObj)!;
object inst = clrObj.inst;
List<CLRObject> mappedObjs;
if (!userObjects.TryGetValue(inst, out var item))
{
item = new CLRMappedItem(inst);
userObjects.Add(item);
Debug.Assert(!wrappers.ContainsKey(inst));
mappedObjs = new List<CLRObject>();
wrappers.Add(inst, mappedObjs);
}
else
{
mappedObjs = wrappers[inst];
}
item.AddRef(pyObj);
mappedObjs.Add(clrObj);
}
var wrapperStorage = new Dictionary<string, object?>();
WrappersStorer?.Store(userObjects, wrapperStorage);
var internalStores = new Dictionary<PyObject, CLRObject>(PythonReferenceComparer.Instance);
foreach (var item in userObjects)
{
if (!item.Stored)
{
if (!CheckSerializable(item.Instance))
{
continue;
}
var clrO = wrappers[item.Instance].First();
foreach (var @ref in item.PyRefs)
{
internalStores.Add(@ref, clrO);
}
}
}
return new()
{
InternalStores = internalStores,
Extensions = extensionObjs,
Wrappers = wrapperStorage,
Contexts = contexts,
};
}
private static void RestoreRuntimeDataObjects(SharedObjectsState storage)
{
var extensions = storage.Extensions;
var internalStores = storage.InternalStores;
var contexts = storage.Contexts;
foreach (var extension in extensions)
{
contexts.TryGetValue(extension.Key, out var context);
extension.Value.Load(extension.Key, context);
}
foreach (var clrObj in internalStores)
{
clrObj.Value.Load(clrObj.Key, null);
}
if (WrappersStorer != null)
{
var wrapperStorage = storage.Wrappers;
var handle2Obj = WrappersStorer.Restore(wrapperStorage);
foreach (var item in handle2Obj)
{
object obj = item.Instance;
foreach (var pyRef in item.PyRefs ?? new List<PyObject>())
{
var context = contexts[pyRef];
CLRObject.Restore(obj, pyRef, context);
}
}
}
}
static readonly string serialization_key_namepsace = "pythonnet_serialization_";
/// <summary>
/// Removes the serialization capsule from the `sys` module object.
/// </summary>
/// <remarks>
/// The serialization data must have been set with <code>StashSerializationData</code>
/// </remarks>
/// <param name="key">The name given to the capsule on the `sys` module object</param>
public static void FreeSerializationData(string key)
{
key = serialization_key_namepsace + key;
BorrowedReference oldCapsule = PySys_GetObject(key);
if (!oldCapsule.IsNull)
{
IntPtr oldData = PyCapsule_GetPointer(oldCapsule, IntPtr.Zero);
Marshal.FreeHGlobal(oldData);
PyCapsule_SetPointer(oldCapsule, IntPtr.Zero);
PySys_SetObject(key, null);
}
}
/// <summary>
/// Stores the data in the <paramref name="stream"/> argument in a Python capsule and stores
/// the capsule on the `sys` module object with the name <paramref name="key"/>.
/// </summary>
/// <remarks>
/// No checks on pre-existing names on the `sys` module object are made.
/// </remarks>
/// <param name="key">The name given to the capsule on the `sys` module object</param>
/// <param name="stream">A MemoryStream that contains the data to be placed in the capsule</param>
public static void StashSerializationData(string key, MemoryStream stream)
{
if (stream.TryGetBuffer(out var data))
{
IntPtr mem = Marshal.AllocHGlobal(IntPtr.Size + data.Count);
// store the length of the buffer first
Marshal.WriteIntPtr(mem, (IntPtr)data.Count);
Marshal.Copy(data.Array, data.Offset, mem + IntPtr.Size, data.Count);
try
{
using NewReference capsule = PyCapsule_New(mem, IntPtr.Zero, IntPtr.Zero);
int res = PySys_SetObject(key, capsule.BorrowOrThrow());
PythonException.ThrowIfIsNotZero(res);
}
catch
{
Marshal.FreeHGlobal(mem);
}
}
else
{
throw new NotImplementedException($"{nameof(stream)} must be exposable");
}
}
static byte[] emptyBuffer = new byte[0];
/// <summary>
/// Retreives the previously stored data on a Python capsule.
/// Throws if the object corresponding to the <paramref name="key"/> parameter
/// on the `sys` module object is not a capsule.
/// </summary>
/// <param name="key">The name given to the capsule on the `sys` module object</param>
/// <returns>A MemoryStream containing the previously saved serialization data.
/// The stream is empty if no name matches the key. </returns>
public static MemoryStream GetSerializationData(string key)
{
BorrowedReference capsule = PySys_GetObject(key);
if (capsule.IsNull)
{
// nothing to do.
return new MemoryStream(emptyBuffer, writable:false);
}
var ptr = PyCapsule_GetPointer(capsule, IntPtr.Zero);
if (ptr == IntPtr.Zero)
{
// The PyCapsule API returns NULL on error; NULL cannot be stored
// as a capsule's value
PythonException.ThrowIfIsNull(null);
}
var len = (int)Marshal.ReadIntPtr(ptr);
byte[] buffer = new byte[len];
Marshal.Copy(ptr+IntPtr.Size, buffer, 0, len);
return new MemoryStream(buffer, writable:false);
}
internal static IFormatter CreateFormatter()
{
if (FormatterType != null)
{
return (IFormatter)Activator.CreateInstance(FormatterType);
}
return FormatterFactory();
}
}
}