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Attempted to make some performance optimizations to order matching and add APIs for future planned optimizations.

@ThePyLord ThePyLord self-assigned this Jan 4, 2026
@ThePyLord ThePyLord requested a review from Copilot January 4, 2026 07:37
@ThePyLord ThePyLord added documentation Improvements or additions to documentation enhancement New feature or request labels Jan 4, 2026
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Pull request overview

This PR attempts to implement performance optimizations for order matching in a high-frequency trading simulator, along with introducing new infrastructure for future optimizations. However, the changes introduce several critical bugs that undermine both correctness and performance goals.

Key changes:

  • Removed mutex synchronization from Logger to reduce locking overhead (introduces critical race conditions)
  • Simplified ReorderingBuffer API by removing stream_id parameter
  • Added hardware-accelerated CRC32C implementation for ARM processors
  • Introduced MemoryPool template class for object pooling
  • Refactored order matching logic with additional debug logging
  • Updated test infrastructure and added new test files

Reviewed changes

Copilot reviewed 12 out of 15 changed files in this pull request and generated 23 comments.

Show a summary per file
File Description
util/Logger.cpp Removed mutex locks from all logging methods, creating race conditions
tests/test_reordering_buffer.cpp Updated tests to use simplified API without stream_id
tests/test_lockfree_queue.cpp Added benchmark test, but implementation has critical flaws
tests/test_crc32c.cpp New test file for CRC32C validation with known test vectors
tests/test_memory_pool.cpp New test file for memory pool, but contains unused allocation
src/net/ReorderingBuffer.cpp Simplified API by removing stream_id parameter from packets
src/net/Crc32c.cpp Added ARM CRC hardware acceleration support
src/OrderBook.cpp Refactored matching logic with extensive debug logging added
main.cpp Updated threading model to single consumer, changed indentation to tabs
include/net/ReorderingBuffer.h Updated header to reflect simplified API with data_t typedef
include/net/Crc32c.h New header file for CRC32C functions
include/MemoryPool.h New memory pool template class with free list implementation
README.md Added documentation for features and getting started guide
CMakeLists.txt Added ARM CRC compiler flags and test infrastructure updates
.gitignore Added .cache/ directory to ignored files
Comments suppressed due to low confidence (1)

util/Logger.cpp:84

  • Removing the mutex lock from logImpl creates a race condition when multiple threads attempt to log concurrently. This can result in interleaved output to console and file streams, corrupted log entries, and potential crashes when file operations are performed simultaneously from different threads. The timestamp formatting using localtime() is also not thread-safe.
void Logger::logImpl(LogLevel level, const std::string& msg) {
    // Timestamp
    auto now = std::chrono::system_clock::now();
    auto in_time_t = std::chrono::system_clock::to_time_t(now);
    std::stringstream ss;
    ss << std::put_time(std::localtime(&in_time_t), "%Y-%m-%d %H:%M:%S");
    // Log format: [LEVEL][timestamp] message
    std::string log_line = "[" + levelToString(level) + "][" + ss.str() + "] " + msg + "\n";
    if (console_enabled_) {
        std::cout << log_line;
    }
    if (file_enabled_ && file_stream_.is_open()) {
        file_stream_ << log_line;
        file_stream_.flush();

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#include <atomic>
#include <chrono>
#include <iostream>
#include <format>
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The #include <format> directive at line 7 is incompatible with the locale functionality being used. The std::format function with the ":L" specifier requires C++20 format support which may not be available on all platforms, and mixing it with locale-specific formatting can cause compilation errors or runtime issues.

Suggested change
#include <format>

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#include "net/Crc32c.h"

#include <cstddef>
#include <zlib.h>
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The header file is included but never used in this implementation. The zlib.h include at line 4 appears unnecessary as there are no zlib functions called in the code. This should be removed to avoid unnecessary dependencies.

Suggested change
#include <zlib.h>

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Comment on lines +107 to 110
// Main CRC32C function (Incomplete)
uint32_t crc32c(const uint8_t* data, size_t len) noexcept {
// TODO: Add runtime CPU feature detection and use hardware when available
return crc32c_sw(data, len);
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The comment on line 107 is incorrect - this is not actually a complete implementation as stated. The comment at line 107 says "Main CRC32C function (Incomplete)" but the actual implementation always uses software fallback and doesn't implement runtime CPU detection as mentioned in the TODO on line 109, making the "incomplete" label accurate.

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// Handle market orders immediately

logger.debug(std::format("Adding market order {} to order book", getSideName(order.getSide())));
logger.debug(std::format("Order price: {}", order.getPrice().value()));
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The market order check at line 24 attempts to access the price value of a market order, but market orders typically don't have prices. This will either cause an exception if getPrice() returns an empty optional, or log incorrect information if a price happens to be set on a market order.

Suggested change
logger.debug(std::format("Order price: {}", order.getPrice().value()));
if (order.getPrice().has_value()) {
logger.debug(std::format("Order price: {}", order.getPrice().value()));
} else {
logger.debug("Order price: MARKET");
}

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Comment on lines +106 to 118
for (auto& producer : producers) {
if (producer.joinable()) {
producer.join();
}
}

producers_done.store(true, std::memory_order_release);

std::thread consumer([&]() {
for (int i = 0; i < N; ++i) {
auto val = q.pop();
while (!val) std::this_thread::yield();
}
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The consumer thread is started after all producers have finished (line 106), which defeats the purpose of testing concurrent producer-consumer behavior. The benchmark should start the consumer before or concurrently with the producers to accurately measure the performance of concurrent operations.

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