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Null reference exception on Upsert
Stack trace:
---> System.NullReferenceException: Object reference not set to an instance of an object.
at FASTER.core.FasterKV`2.HandleRetryStatus[Input,Output,Context,FasterSession](OperationStatus internalStatus, FasterSession fasterSession, PendingContext`3& pendingContext)
at Cognitiv.Leo.DataApi.Server.MemoryCache`1.AddOrUpdate(TKey key, Int32 payloadSize, Action`1 serializer) in /home/lance/repos/leo/Services/DataApi/Cognitiv.Leo.DataApi.Server/MessageCache.cs:line 156
--- End of inner exception stack trace ---
at Cognitiv.Leo.DataApi.Server.MemoryCache`1.AddOrUpdate(TKey key, Int32 payloadSize, Action`1 serializer) in /home/lance/repos/leo/Services/DataApi/Cognitiv.Leo.DataApi.Server/MessageCache.cs:line 237
at Cognitiv.Leo.DataApi.Server.MessageCache.AddOrUpdate(Int64 partitionKey, Int32 messageId, MessageContainer messageContainer) in /home/lance/repos/leo/Services/DataApi/Cognitiv.Leo.DataApi.Server/MessageCache.cs:line 293
at Cognitiv.Leo.DataApi.Server.ProjectionEngine.ExecuteQueryAsync(Dictionary`2 featureSetBases, Dictionary`2 features, Object featureLock, Dictionary`2 messages, Object messageLock, QueryMessagesOperation operation, Func`2 valueAllocator, Func`2 arrayAllocator) in /home/lance/repos/leo/Services/DataApi/Cognitiv.Leo.DataApi.Server/ProjectionEngine.cs:line 267
at Cognitiv.Leo.DataApi.Server.ProjectionEngine.ProjectAsync(ProjectionRequest request, FlatBufferBuilder responseBuilder) in /home/lance/repos/leo/Services/DataApi/Cognitiv.Leo.DataApi.Server/ProjectionEngine.cs:line 677
at Cognitiv.Leo.DataApi.Server.ProjectRequestHandler.HandleAsync(HttpContext httpContext) in /home/lance/repos/leo/Services/DataApi/Cognitiv.Leo.DataApi.Server/ProjectRequestHandler.cs:line 85```
I added some logs in the exception in an attempt to capture the underlying issue. This seems to happen under high load scenarios, and I have not been able to reproduce it. I am currently using faster version 2.6.5.
The error pops up once, and then the server becomes unresponsive and CPU gets pinned.
Perf metrics:
49.24% [kernel] [k] arch_local_irq_enable
7.59% memfd:doublemapper (deleted) [.] 0x00000000028492ec
6.80% [kernel] [k] do_sched_yield
6.29% memfd:doublemapper (deleted) [.] 0x00000000028493c4
4.31% memfd:doublemapper (deleted) [.] 0x00000000023e0290
3.29% [kernel] [k] el0_svc
1.70% libc.so.6 (deleted) [.] 0x00000000000ceccc
1.27% [kernel] [k] get_random_u16
1.11% memfd:doublemapper (deleted) [.] 0x00000000023e02c0
0.78% memfd:doublemapper (deleted) [.] 0x00000000023e0284
0.75% memfd:doublemapper (deleted) [.] 0x0000000002849e8c
0.74% memfd:doublemapper (deleted) [.] 0x00000000023e02e8
0.65% [kernel] [k] schedule_debug.constprop.0
0.56% [kernel] [k] __schedule
0.53% [kernel] [k] do_notify_resume
0.52% [kernel] [k] invoke_syscall
0.48% memfd:doublemapper (deleted) [.] 0x0000000002848d9c
Nominal perf metrics:
3.93% libcoreclr.so [.] 0x0000000000316988
3.79% [kernel] [k] arch_local_irq_enable
3.06% libcoreclr.so [.] 0x00000000001f139c
2.11% libcoreclr.so [.] 0x00000000001f144c
1.85% memfd:doublemapper (deleted) [.] 0x000000000240314c
1.41% libcoreclr.so [.] 0x00000000001f1398
1.29% libcoreclr.so [.] 0x000000000035ccf8
1.22% agent [.] _start
0.90% memfd:doublemapper (deleted) [.] 0x0000000000000078
0.89% [kernel] [k] el0_svc
0.87% memfd:doublemapper (deleted) [.] 0x00000000010edeb0
0.84% memfd:doublemapper (deleted) [.] 0x0000000000000038
0.80% [kernel] [k] arch_local_irq_restore
0.79% memfd:doublemapper (deleted) [.] 0x00000000022887f8
0.78% memfd:doublemapper (deleted) [.] 0x00000000023ec6b8
0.76% [vdso] [.] 0x0000000000000548
0.71% memfd:doublemapper (deleted) [.] 0x00000000019f4278
0.66% libcoreclr.so [.] 0x000000000035ccf4
0.63% memfd:doublemapper (deleted) [.] 0x00000000023eee68
0.59% memfd:doublemapper (deleted) [.] 0x0000000002403390
0.58% [kernel] [k] default_idle_call
0.53% libcoreclr.so [.] 0x0000000000316990
0.53% [kernel] [k] do_sched_yield
0.51% memfd:doublemapper (deleted) [.] 0x00000000019edf68
Memory:
ubuntu@ip-10-38-64-176:~$ free -h
total used free shared buff/cache available
Mem: 61Gi 14Gi 42Gi 50Mi 4.6Gi 46Gi
Swap: 0B 0B 0B
Code:
using System.Runtime.InteropServices;
using Cognitiv.Leo.Shared;
using FASTER.core;
using StatsdClient;
namespace Cognitiv.Leo.DataApi.Server;
[StructLayout(LayoutKind.Sequential)]
public struct EntryInfo
{
public int HitCount;
public void Serialize(Span<byte> buffer)
{
BinaryPrimitives.WriteInt32LittleEndian(buffer, HitCount);
}
public static EntryInfo Deserialize(ReadOnlySpan<byte> buffer)
{
return new EntryInfo
{
HitCount = BinaryPrimitives.ReadInt32LittleEndian(buffer)
};
}
public static int Size => sizeof(int);
}
public class SpanByteFunctions : SpanByteFunctions<SpanByte, ArraySegment<byte>, Empty>
{
public Func<int, ArraySegment<byte>>? Allocator { get; set; }
public override bool SingleReader(ref SpanByte key, ref SpanByte input, ref SpanByte value, ref ArraySegment<byte> dst, ref ReadInfo readInfo)
{
dst = ArrayAllocator.Allocate(value.LengthWithoutMetadata, Allocator);
value.AsSpan().CopyTo(dst);
return true;
}
public override bool ConcurrentReader(ref SpanByte key, ref SpanByte input, ref SpanByte value, ref ArraySegment<byte> dst, ref ReadInfo readInfo)
{
dst = ArrayAllocator.Allocate(value.LengthWithoutMetadata, Allocator);
value.AsSpan().CopyTo(dst);
return true;
}
}
public abstract class MemoryCache<TKey> where TKey : struct
{
private const int MaxStackallocSize = 1024;
private readonly FasterKV<SpanByte, SpanByte> store;
private readonly ThreadLocal<(SpanByteFunctions functions, ClientSession<SpanByte, SpanByte, SpanByte, ArraySegment<byte>, Empty, SpanByteFunctions> session)> sessions;
private readonly SimpleObjectPool<UnmanagedBuffer> payloadBufferPool;
public MemoryCache(long memorySizeBytes)
{
var settings = new FasterKVSettings<SpanByte, SpanByte>(null)
{
MemorySize = memorySizeBytes,
ReadCacheEnabled = false
};
store = new FasterKV<SpanByte, SpanByte>(settings);
sessions = new ThreadLocal<(SpanByteFunctions functions, ClientSession<SpanByte, SpanByte, SpanByte, ArraySegment<byte>, Empty, SpanByteFunctions> session)>(
() => {
var functions = new SpanByteFunctions();
var session = store.For(functions).NewSession<SpanByteFunctions>();
return (functions, session);
},
trackAllValues: true);
payloadBufferPool = new SimpleObjectPool<UnmanagedBuffer>(() => new UnmanagedBuffer(1 << 14));
}
protected abstract int GetKeySize();
protected abstract void SerializeKey(TKey key, Span<byte> buffer);
public bool Read(
TKey key,
Func<int, ArraySegment<byte>>? valueAllocator,
out EntryInfo entryInfo,
out ArraySegment<byte> value)
{
ClientSession<SpanByte, SpanByte, SpanByte, ArraySegment<byte>, Empty, SpanByteFunctions>? session = null;
var gotSession = false;
var keySerialized = false;
var spanByteSerialized = false;
var read = false;
var entryDeserialized = false;
try
{
entryInfo = default;
value = default;
var (functions, s) = sessions.Value;
gotSession = true;
functions.Allocator = valueAllocator;
session = s;
// Stack allocation is safe because session completion always called
Span<byte> keyBuffer = stackalloc byte[GetKeySize()];
SerializeKey(key, keyBuffer);
keySerialized = true;
var keySpanByte = SpanByte.FromFixedSpan(keyBuffer);
spanByteSerialized = true;
var status = session.Read(keySpanByte, out var output);
read = true;
if (!status.Found)
return false;
entryInfo = EntryInfo.Deserialize(output[..EntryInfo.Size]);
entryDeserialized = true;
value = output[EntryInfo.Size..];
return true;
}
catch (Exception e)
{
var keySerializedInException = true;
var keyHex = string.Empty;
try
{
Span<byte> keyBuffer = new byte[GetKeySize()];
SerializeKey(key, keyBuffer);
keyHex = Convert.ToHexString(keyBuffer);
}
catch (Exception)
{
keySerializedInException = false;
}
var createdNewSession = true;
try
{
var functions = new SpanByteFunctions();
sessions.Value = (functions, store.For(functions).NewSession<SpanByteFunctions>());
}
catch (Exception)
{
createdNewSession = false;
}
var sessionIsNull = session is null;
throw new Exception($"Exception on Read. Key={keyHex}, GotSession={gotSession}, SessionIsNull={sessionIsNull}, KeySerialized={keySerialized}, SpanByteSerialized={spanByteSerialized}, Read={read}, EntryDeserialized={entryDeserialized}, KeySerializedInException={keySerializedInException}, CreatedNewSession={createdNewSession}", e);
}
}
public void AddOrUpdate(
TKey key,
int payloadSize,
Action<Span<byte>> serializer)
{
ClientSession<SpanByte, SpanByte, SpanByte, ArraySegment<byte>, Empty, SpanByteFunctions>? session = null;
var gotSession = false;
var keySerialized = false;
var spanByteSerialized = false;
var isSmallPayloadSerialized = false;
var isLargePayloadSerialized = false;
var isUpserted = false;
try
{
var (_, s) = sessions.Value;
gotSession = true;
session = s;
Span<byte> keyBuffer = stackalloc byte[GetKeySize()];
SerializeKey(key, keyBuffer);
keySerialized = true;
var keySpanByte = SpanByte.FromFixedSpan(keyBuffer);
spanByteSerialized = true;
var entryInfo = new EntryInfo { HitCount = 0 };
var size = EntryInfo.Size + payloadSize;
if (size <= MaxStackallocSize)
{
Span<byte> buffer = stackalloc byte[size];
entryInfo.Serialize(buffer[..EntryInfo.Size]);
serializer(buffer[EntryInfo.Size..]);
isSmallPayloadSerialized = true;
session.Upsert(keySpanByte, SpanByte.FromFixedSpan(buffer));
isUpserted = true;
}
else
{
var buffer = payloadBufferPool.Get();
try
{
var span = buffer.AsSpan(size);
entryInfo.Serialize(span[..EntryInfo.Size]);
serializer(span[EntryInfo.Size..]);
isLargePayloadSerialized = true;
session.Upsert(keySpanByte, SpanByte.FromFixedSpan(span));
isUpserted = true;
}
finally
{
payloadBufferPool.Return(buffer);
}
}
}
catch (Exception e)
{
var keySerializedInException = true;
var keyHex = string.Empty;
try
{
Span<byte> keyBuffer = new byte[GetKeySize()];
SerializeKey(key, keyBuffer);
keyHex = Convert.ToHexString(keyBuffer);
}
catch (Exception)
{
keySerializedInException = false;
}
var createdNewSession = true;
try
{
var functions = new SpanByteFunctions();
sessions.Value = (functions, store.For(functions).NewSession<SpanByteFunctions>());
}
catch (Exception)
{
createdNewSession = false;
}
var sessionIsNull = session is null;
throw new Exception($"Exception on AddOrUpdate. Key={keyHex}, GotSession={gotSession}, SessionIsNull={sessionIsNull}, KeySerialized={keySerialized}, SpanByteSerialized={spanByteSerialized}, IsSmallPayloadSerialized={isSmallPayloadSerialized}, IsLargePayloadSerialized={isLargePayloadSerialized}, IsUpserted={isUpserted}, KeySerializedInException={keySerializedInException}, CreatedNewSession={createdNewSession}", e);
}
}
}
public class MessageCache : MemoryCache<(long, int)>
{
private Dictionary<int, long> messageTtls = new();
public MessageCache() : base(10L * 1024L * 1024L * 1024L)
{
}
public void SetTtls(Dictionary<int, long> ttls)
{
messageTtls = ttls;
}
protected override int GetKeySize() => sizeof(int) + sizeof(long);
protected override void SerializeKey((long, int) key, Span<byte> buffer)
{
BitConverter.TryWriteBytes(buffer[..sizeof(long)], key.Item1);
BitConverter.TryWriteBytes(buffer.Slice(sizeof(long), sizeof(int)), key.Item2);
}
public bool TryPopulate(
long partitionKey,
int messageId,
MessageContainer messageContainer,
Func<int, ArraySegment<byte>>? valueAllocator=null,
Func<int, ArraySegment<ArraySegment<byte>>>? arrayAllocator=null)
{
if (!messageTtls.TryGetValue(messageId, out var ttl))
return false;
var key = (partitionKey, messageId);
if (!Read(key, valueAllocator, out _, out var output))
return false;
var readEpoch = MessageContainer.DeserializeReadEpochMs(output);
var now = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
var staleness = now - readEpoch;
if (staleness > ttl)
return false;
messageContainer.Deserialize(output, 0, arrayAllocator);
return true;
}
public void AddOrUpdate(
long partitionKey,
int messageId,
MessageContainer messageContainer)
{
var containerSize = messageContainer.GetSerializedSize();
AddOrUpdate((partitionKey, messageId), containerSize, messageContainer.Serialize);
}
}
