LLamaSharp/LLama/Batched/LLamaContextExtensions.cs

117 lines
4.9 KiB
C#

using System;
using System.Buffers.Binary;
using System.IO;
using System.IO.MemoryMappedFiles;
using LLama.Native;
namespace LLama.Batched;
internal static class LLamaContextExtensions
{
private const uint FileHeaderMagic = 3430400180;
/// <summary>
/// Save the state of a particular sequence to specified path. Also save some extra data which will be returned when loading.
/// Data saved with this method <b>must</b> be saved with <see cref="LoadState(LLamaContext, string, LLamaSeqId, out byte[])"/>
/// </summary>
/// <param name="context"></param>
/// <param name="filename"></param>
/// <param name="sequence"></param>
/// <param name="header"></param>
internal static void SaveState(this LLamaContext context, string filename, LLamaSeqId sequence, ReadOnlySpan<byte> header)
{
// Delete that file before overwriting it
if (File.Exists(filename))
File.Delete(filename);
// Estimate size of state to write to disk, this is always equal to or greater than the actual size
var estimatedStateSize = checked((long)context.NativeHandle.GetStateSize(sequence));
// Space for "extra" byte plus a 8 byte header
var prefixSize = header.Length + 8;
// Add enough space for the "extra" data and a 6 byte header
var totalFileSize = prefixSize + estimatedStateSize;
// Map the file and write the bytes directly to it.
long writtenBytes = 0;
using (var file = MemoryMappedFile.CreateFromFile(filename, FileMode.Create, null, totalFileSize))
{
using (var view = file.CreateViewAccessor(0, totalFileSize))
{
unsafe
{
byte* ptr = null;
view.SafeMemoryMappedViewHandle.AcquirePointer(ref ptr);
try
{
// Write prefix data
BinaryPrimitives.WriteUInt32BigEndian(new Span<byte>(ptr + writtenBytes, 4), FileHeaderMagic);
writtenBytes += 4;
BinaryPrimitives.WriteUInt32BigEndian(new Span<byte>(ptr + writtenBytes, 4), (uint)header.Length);
writtenBytes += 4;
header.CopyTo(new Span<byte>(ptr + writtenBytes, header.Length));
writtenBytes += header.Length;
// Write state data
writtenBytes += (long)context.NativeHandle.GetState(ptr + writtenBytes, (ulong)estimatedStateSize, sequence);
}
finally
{
view.SafeMemoryMappedViewHandle.ReleasePointer();
}
}
}
}
// Truncate the file to the actual size of data that was written
using (var fileStream = new FileStream(filename, FileMode.Open))
fileStream.SetLength(writtenBytes);
}
/// <summary>
/// Load the state from the specified path into a particular sequence. Also reading header data. Must only be used with
/// data previously saved with <see cref="SaveState(LLamaContext, string, LLamaSeqId, ReadOnlySpan{byte})"/>
/// </summary>
/// <param name="context"></param>
/// <param name="filename"></param>
/// <param name="sequence"></param>
/// <param name="header"></param>
/// <exception cref="InvalidOperationException"></exception>
internal static void LoadState(this LLamaContext context, string filename, LLamaSeqId sequence, out byte[] header)
{
// Map state file into memory and pass that pointer directly to `llama_set_state_data` to load from
using (var file = MemoryMappedFile.CreateFromFile(filename, FileMode.Open, null))
using (var view = file.CreateViewAccessor())
{
unsafe
{
byte* ptr = null;
view.SafeMemoryMappedViewHandle.AcquirePointer(ref ptr);
try
{
var readBytes = 0;
// Read header
var magic = BinaryPrimitives.ReadUInt32BigEndian(new ReadOnlySpan<byte>(ptr + readBytes, 4));
readBytes += 4;
if (magic != FileHeaderMagic)
throw new InvalidOperationException("Invalid file header");
var headerLength = checked((int)BinaryPrimitives.ReadUInt32BigEndian(new ReadOnlySpan<byte>(ptr + readBytes, 4)));
readBytes += 4;
header = new byte[headerLength];
new Span<byte>(ptr + readBytes, headerLength).CopyTo(header);
readBytes += headerLength;
context.NativeHandle.SetState(ptr + readBytes, sequence);
}
finally
{
view.SafeMemoryMappedViewHandle.ReleasePointer();
}
}
}
}
}