Quill

Asynchronous Low Latency C++ Logging Library

📚 Documentation · ⚡ Cheat Sheet · 🐛 Report Bug · 💡 Request Feature

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🧭 Table of Contents

• Introduction
• Quick Start
• Features
• Performance
• Usage
• Design
• Caveats
• License

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✨ Introduction

Quill is a high-performance asynchronous logging library written in C++. It is designed for low-latency, performance-critical applications where every microsecond counts.

• Performance-Focused: Quill consistently outperforms many popular logging libraries.
• Feature-Rich: Packed with advanced features to meet diverse logging needs.
• Battle-Tested: Proven in demanding production environments.
• Extensive Documentation: Comprehensive guides and examples available.
• Community-Driven: Open to contributions, feedback, and feature requests.

Try it on Compiler Explorer

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⏩ Quick Start

Getting started is easy and straightforward. Follow these steps to integrate the library into your project:

Installation

You can install Quill using the package manager of your choice:

Package Manager	Installation Command
vcpkg	vcpkg install quill
Conan	conan install quill
Homebrew	brew install quill
Meson WrapDB	meson wrap install quill
Conda	conda install -c conda-forge quill
Bzlmod	bazel_dep(name = "quill", version = "x.y.z")
xmake	xrepo install quill
nix	nix-shell -p quill-log

Setup

Once installed, you can start using Quill with the macro-based logging interface, which is the recommended approach for optimal performance.

#include "quill/Backend.h"
#include "quill/Frontend.h"
#include "quill/LogMacros.h"
#include "quill/Logger.h"
#include "quill/sinks/ConsoleSink.h"
#include <string_view>

int main()
{
  quill::Backend::start();

  quill::Logger* logger = quill::Frontend::create_or_get_logger(
    "root", quill::Frontend::create_or_get_sink<quill::ConsoleSink>("sink_id_1"));

  LOG_INFO(logger, "Hello from {}!", std::string_view{"Quill"});
}

Alternatively, you can use the macro-free mode. See here for details on performance trade-offs.

#include "quill/Backend.h"
#include "quill/Frontend.h"
#include "quill/LogFunctions.h"
#include "quill/Logger.h"
#include "quill/sinks/ConsoleSink.h"
#include <string_view>

int main()
{
  quill::Backend::start();

  quill::Logger* logger = quill::Frontend::create_or_get_logger(
    "root", quill::Frontend::create_or_get_sink<quill::ConsoleSink>("sink_id_1"));

  quill::info(logger, "Hello from {}!", std::string_view{"Quill"});
}

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🎯 Features

• High-Performance: Ultra-low latency performance. View Benchmarks
• Asynchronous Processing: Background thread handles formatting and I/O, keeping your main thread responsive.
• Minimal Header Includes:
  • Frontend: Only Logger.h and LogMacros.h needed for logging. Lightweight with minimal dependencies.
  • Backend: Single .cpp file inclusion. No backend code injection into other translation units.
• Compile-Time Optimization: Eliminate specific log levels at compile time.
• Custom Formatters: Define your own log output patterns. See Formatters.
• Timestamp-Ordered Logs: Simplify debugging of multithreaded applications with chronologically ordered logs.
• Flexible Timestamps: Support for rdtsc, chrono, or custom clocks - ideal for simulations and more.
• Backtrace Logging: Store messages in a ring buffer for on-demand display. See Backtrace Logging
• Multiple Output Sinks: Console (with color), files (with rotation), JSON, ability to create custom sinks and more.
• Log Filtering: Process only relevant messages. See Filters.
• JSON Logging: Structured log output. See JSON Logging
• Configurable Queue Modes: bounded/unbounded and blocking/dropping options with monitoring on dropped messages, queue reallocations, and blocked hot threads.
• Crash Handling: Built-in signal handler for log preservation during crashes.
• Huge Pages Support (Linux): Leverage huge pages on the hot path for optimized performance.
• Wide Character Support (Windows): Compatible with ASCII-encoded wide strings and STL containers consisting of wide strings.
• Exception-Free Option: Configurable builds with or without exception handling.
• Clean Codebase: Maintained to high standards, warning-free even at strict levels.
• Type-Safe API: Built on {fmt} library.

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🚀 Performance

System Configuration

• OS: Linux RHEL 9.4

• CPU: Intel Core i5-12600 (12th Gen) @ 4.8 GHz

• Compiler: GCC 13.1

• Benchmark-Tuned System: The system is specifically tuned for benchmarking.

• Command Line Parameters:

  $ cat /proc/cmdline
  BOOT_IMAGE=(hd0,gpt2)/vmlinuz-5.14.0-427.13.1.el9_4.x86_64 root=/dev/mapper/rhel-root ro crashkernel=1G-4G:192M,4G-64G:256M,64G-:512M resume=/dev/mapper/rhel-swap rd.lvm.lv=rhel/root rd.lvm.lv=rhel/swap rhgb quiet nohz=on nohz_full=1-5 rcu_nocbs=1-5 isolcpus=1-5 mitigations=off transparent_hugepage=never intel_pstate=disable nosoftlockup irqaffinity=0 processor.max_cstate=1 nosoftirqd sched_tick_offload=0 spec_store_bypass_disable=off spectre_v2=off iommu=pt

You can find the benchmark code on the logger_benchmarks repository.

Latency

The results presented in the tables below are measured in nanoseconds (ns).

The tables are sorted by the 95th percentile

Logging Numbers

LOG_INFO(logger, "Logging int: {}, int: {}, double: {}", i, j, d).

1 Thread Logging

Library	50th	75th	90th	95th	99th	99.9th
Quill Bounded Dropping Queue	8	9	9	9	11	13
Quill Unbounded Queue	8	9	9	9	11	13
fmtlog	8	9	10	10	12	13
PlatformLab NanoLog	13	14	16	18	22	26
MS BinLog	20	21	21	22	60	95
XTR	7	7	29	31	33	54
Quill Unbounded Queue - Macro Free Mode	26	27	28	28	29	32
Reckless	26	28	31	32	34	42
BqLog	55	57	61	87	152	167
Iyengar NanoLog	85	98	119	127	350	409
spdlog	148	151	154	157	165	173
g3log	1191	1288	1367	1485	1600	1889

4 Threads Logging Simultaneously

Library	50th	75th	90th	95th	99th	99.9th
fmtlog	9	9	9	10	12	13
Quill Bounded Dropping Queue	8	9	10	10	12	15
Quill Unbounded Queue	8	9	10	10	13	15
XTR	7	8	9	10	31	39
PlatformLab NanoLog	14	16	19	22	26	30
MS BinLog	21	21	22	23	61	102
Reckless	18	22	25	27	31	49
Quill Unbounded Queue - Macro Free Mode	28	29	30	31	34	41
BqLog	57	60	64	95	162	179
Iyengar NanoLog	63	93	127	134	228	337
spdlog	215	251	320	357	449	734
g3log	1276	1347	1409	1462	1677	1954

Logging Large Strings

Logging std::string over 35 characters to prevent the short string optimization.

LOG_INFO(logger, "Logging int: {}, int: {}, string: {}", i, j, large_string).

1 Thread Logging

Library	50th	75th	90th	95th	99th	99.9th
Quill Bounded Dropping Queue	10	12	13	13	15	16
fmtlog	10	12	13	13	15	16
Quill Unbounded Queue	12	13	14	15	17	19
MS BinLog	23	23	24	25	63	97
PlatformLab NanoLog	14	16	18	20	30	34
XTR	8	8	28	29	33	53
Quill Unbounded Queue - Macro Free Mode	31	32	33	34	35	37
BqLog	57	60	64	88	160	173
Reckless	90	107	113	116	122	131
Iyengar NanoLog	88	99	119	128	357	424
spdlog	126	129	132	135	142	151
g3log	899	975	1037	1121	1267	1453

4 Threads Logging Simultaneously

Library	50th	75th	90th	95th	99th	99.9th
fmtlog	10	12	13	14	16	19
Quill Bounded Dropping Queue	12	13	14	15	16	18
XTR	8	12	13	15	30	40
Quill Unbounded Queue	13	14	16	17	20	23
MS BinLog	23	24	25	26	65	105
Quill Unbounded Queue - Macro Free Mode	30	31	33	34	36	41
PlatformLab NanoLog	16	19	28	36	44	51
BqLog	60	64	68	95	170	186
Reckless	79	93	101	105	112	131
Iyengar NanoLog	87	95	128	135	195	330
spdlog	197	224	276	306	394	689
g3log	1000	1062	1131	1203	1374	1617

Logging Complex Types

Logging std::vector<std::string> containing 16 large strings, each ranging from 50 to 60 characters.

Note: some of the previous loggers do not support passing a std::vector as an argument.

LOG_INFO(logger, "Logging int: {}, int: {}, vector: {}", i, j, v).

1 Thread Logging

Library	50th	75th	90th	95th	99th	99.9th
Quill Bounded Dropping Queue	48	52	56	59	123	158
MS BinLog	67	69	72	73	79	280
Quill Unbounded Queue	126	136	145	151	160	172
XTR	287	295	342	347	355	576
fmtlog	649	668	702	723	753	790
spdlog	11659	11758	11848	11905	12866	13543

4 Threads Logging Simultaneously

Library	50th	75th	90th	95th	99th	99.9th
Quill Bounded Dropping Queue	51	54	57	59	62	78
MS BinLog	69	72	74	76	82	299
Quill Unbounded Queue	76	83	90	95	105	119
fmtlog	675	700	742	759	790	822
XTR	580	1210	1309	1371	198694	222254
spdlog	12128	12247	12363	12460	13910	15902

The benchmark methodology involves logging 20 messages in a loop, calculating and storing the average latency for those 20 messages, then waiting around ~2 milliseconds, and repeating this process for a specified number of iterations.

In the Quill Bounded Dropping benchmarks, the dropping queue size is set to 262,144 bytes, which is double the default size of 131,072 bytes.

Throughput

Throughput is measured by calculating the maximum number of log messages the backend logging thread can write to a log file per second.

The tests were run on the same system used for the latency benchmarks.

Although Quill’s primary focus is not on maximizing throughput, it efficiently manages log messages across multiple threads. Benchmarking throughput of asynchronous logging libraries presents certain challenges. Some libraries may drop log messages, leading to smaller-than-expected log files, while others only provide asynchronous flushing, making it difficult to verify when the backend thread has fully processed all messages.

For comparison, we benchmark against other asynchronous logging libraries that offer guaranteed logging with a flush-and-wait mechanism.

Note that MS BinLog writes log data to a binary file, which requires offline formatting with an additional program—this makes it an unfair comparison, but it is included for reference.

Similarly, BqLog (binary log) uses the compressed binary log appender, and its log files are not human-readable unless processed offline. However, it is included for reference. The other version of BqLog is using a text appender and produces human-readable log files.

In the same way, Platformlab Nanolog also outputs binary logs and is expected to deliver high throughput. However, for reasons unexplained, the benchmark runs significantly slower (10x longer) than the other libraries, so it is excluded from the table.

Logging 4 million times the message "Iteration: {} int: {} double: {}"

Library	million msg/second	elapsed time
MS BinLog (binary log)	62.12	64 ms
BqLog (binary log)	15.24	262 ms
XTR	8.25	484 ms
Quill	5.30	754 ms
spdlog	4.32	925 ms
fmtlog	2.77	1443 ms
Reckless	2.72	1471 ms
Quill - Macro Free Mode	2.65	1510 ms
BqLog	2.53	1580 ms

Compilation Time

Compile times are measured using clang 17 and for Release build.

Below, you can find the additional headers that the library will include when you need to log, following the recommended_usage example

There is also a compile-time benchmark measuring the compilation time of 2000 auto-generated log statements with various arguments. You can find it here. It takes approximately 30 seconds to compile.

Verdict

Quill excels in hot path latency benchmarks and supports high throughput, offering a rich set of features that outshines other logging libraries.

The human-readable log files facilitate easier debugging and analysis. While initially larger, they compress efficiently, with the size difference between human-readable and binary logs becoming minimal once zipped.

For example, for the same amount of messages:

ms_binlog_backend_total_time.blog (binary log): 177 MB
ms_binlog_backend_total_time.zip (zipped binary log): 35 MB

quill_backend_total_time.log (human-readable log): 448 MB
quill_backend_total_time.zip (zipped human-readable log): 47 MB

If Quill were not available, MS BinLog would be a strong alternative. It delivers great latency on the hot path and generates smaller binary log files. However, the binary logs necessitate offline processing with additional tools, which can be less convenient.

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🧩 Usage

Also, see the Quick Start Guide for a brief introduction.

#include "quill/Backend.h"
#include "quill/Frontend.h"
#include "quill/LogMacros.h"
#include "quill/Logger.h"
#include "quill/sinks/ConsoleSink.h"
#include "quill/std/Array.h"

#include <string>
#include <utility>

int main()
{
  // Backend  
  quill::BackendOptions backend_options;
  quill::Backend::start(backend_options);

  // Frontend
  auto console_sink = quill::Frontend::create_or_get_sink<quill::ConsoleSink>("sink_id_1");
  quill::Logger* logger = quill::Frontend::create_or_get_logger("root", std::move(console_sink));

  // Change the LogLevel to print everything
  logger->set_log_level(quill::LogLevel::TraceL3);

  // A log message with number 123
  int a = 123;
  std::string l = "log";
  LOG_INFO(logger, "A {} message with number {}", l, a);

  // libfmt formatting language is supported 3.14e+00
  double pi = 3.141592653589793;
  LOG_INFO(logger, "libfmt formatting language is supported {:.2e}", pi);

  // Logging STD types is supported [1, 2, 3]
  std::array<int, 3> arr = {1, 2, 3};
  LOG_INFO(logger, "Logging STD types is supported {}", arr);

  // Logging STD types is supported [arr: [1, 2, 3]]
  LOGV_INFO(logger, "Logging STD types is supported", arr);

  // A message with two variables [a: 123, b: 3.17]
  double b = 3.17;
  LOGV_INFO(logger, "A message with two variables", a, b);

  for (uint32_t i = 0; i < 10; ++i)
  {
    // Will only log the message once per second
    LOG_INFO_LIMIT(std::chrono::seconds{1}, logger, "A {} message with number {}", l, a);
    LOGV_INFO_LIMIT(std::chrono::seconds{1}, logger, "A message with two variables", a, b);
  }

  LOG_TRACE_L3(logger, "Support for floats {:03.2f}", 1.23456);
  LOG_TRACE_L2(logger, "Positional arguments are {1} {0} ", "too", "supported");
  LOG_TRACE_L1(logger, "{:>30}", std::string_view {"right aligned"});
  LOG_DEBUG(logger, "Debugging foo {}", 1234);
  LOG_INFO(logger, "Welcome to Quill!");
  LOG_WARNING(logger, "A warning message.");
  LOG_ERROR(logger, "An error message. error code {}", 123);
  LOG_CRITICAL(logger, "A critical error.");
}

Output

External CMake

Building and Installing Quill

To get started with Quill, clone the repository and install it using CMake:

git clone http://github.com/odygrd/quill.git
cd quill
mkdir cmake_build
cd cmake_build
cmake ..
make install

• Custom Installation: Specify a custom directory with -DCMAKE_INSTALL_PREFIX=/path/to/install/dir.
• Build Examples: Include examples with -DQUILL_BUILD_EXAMPLES=ON.

Next, add Quill to your project using find_package():

find_package(quill REQUIRED)
target_link_libraries(your_target PUBLIC quill::quill)

Sample Directory Structure

Organize your project directory like this:

my_project/
├── CMakeLists.txt
├── main.cpp

Sample CMakeLists.txt

Here’s a sample CMakeLists.txt to get you started:

# If Quill is in a non-standard directory, specify its path.
set(CMAKE_PREFIX_PATH /path/to/quill)

# Find and link the Quill library.
find_package(quill REQUIRED)
add_executable(example main.cpp)
target_link_libraries(example PUBLIC quill::quill)

Embedded CMake

For a more integrated approach, embed Quill directly into your project:

Sample Directory Structure

my_project/
├── quill/            # Quill repo folder
├── CMakeLists.txt
├── main.cpp

Sample CMakeLists.txt

Use this CMakeLists.txt to include Quill directly:

cmake_minimum_required(VERSION 3.1.0)
project(my_project)

set(CMAKE_CXX_STANDARD 17)
set(CMAKE_CXX_STANDARD_REQUIRED ON)

add_subdirectory(quill)
add_executable(my_project main.cpp)
target_link_libraries(my_project PUBLIC quill::quill)

Android NDK

When building Quill for Android, you might need to add this flag during configuration, but in most cases, it works without it:

-DQUILL_NO_THREAD_NAME_SUPPORT:BOOL=ON

For timestamps, use quill::ClockSourceType::System. Quill also includes an AndroidSink, which integrates with Android's logging system.

Minimal Example to Start Logging on Android

quill::Backend::start();

auto sink = quill::Frontend::create_or_get_sink<quill::AndroidSink>("app", [](){
    quill::AndroidSinkConfig asc;
    asc.set_tag("app");
    asc.set_format_message(true);
    return asc;
}());

auto logger = quill::Frontend::create_or_get_logger("root", std::move(sink),
                                                    quill::PatternFormatterOptions {}, 
                                                    quill::ClockSourceType::System);

LOG_INFO(logger, "Test {}", 123);

Meson

Using WrapDB

Easily integrate Quill with Meson’s wrapdb:

meson wrap install quill

Manual Integration

Copy the repository contents to your subprojects directory and add the following to your meson.build:

quill = subproject('quill')
quill_dep = quill.get_variable('quill_dep')
my_build_target = executable('name', 'main.cpp', dependencies : [quill_dep], install : true)

Bazel

Using Blzmod

Quill is available on BLZMOD for easy integration.

Manual Integration

For manual setup, add Quill to your BUILD.bazel file like this:

cc_binary(name = "app", srcs = ["main.cpp"], deps = ["//quill_path:quill"])

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📐 Design

Frontend (caller-thread)

When invoking a LOG_ macro:

1. Creates a static constexpr metadata object to store Metadata such as the format string and source location.

2. Pushes the data SPSC lock-free queue. For each log message, the following variables are pushed

Variable	Description
timestamp	Current timestamp
Metadata*	Pointer to metadata information
Logger*	Pointer to the logger instance
DecodeFunc	A pointer to a templated function containing all the log message argument types, used for decoding the message
Args...	A serialized binary copy of each log message argument that was passed to the LOG_ macro

Backend

Consumes each message from the SPSC queue, retrieves all the necessary information and then formats the message. Subsequently, forwards the log message to all Sinks associated with the Logger.

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🚨 Caveats

Quill may not work well with fork() since it spawns a background thread and fork() doesn't work well with multithreading.

If your application uses fork() and you want to log in the child processes as well, you should call quill::start() after the fork() call. Additionally, you should ensure that you write to different files in the parent and child processes to avoid conflicts.

For example :

#include "quill/Backend.h"
#include "quill/Frontend.h"
#include "quill/LogMacros.h"
#include "quill/Logger.h"
#include "quill/sinks/FileSink.h"

int main()
{
  // DO NOT CALL THIS BEFORE FORK
  // quill::Backend::start();

  if (fork() == 0)
  {
    quill::Backend::start();
        
    // Get or create a handler to the file - Write to a different file
    auto file_sink = quill::Frontend::create_or_get_sink<quill::FileSink>(
      "child.log");
    
    quill::Logger* logger = quill::Frontend::create_or_get_logger("root", std::move(file_sink));

    QUILL_LOG_INFO(logger, "Hello from Child {}", 123);
  }
  else
  {
    quill::Backend::start();
          
    // Get or create a handler to the file - Write to a different file
    auto file_sink = quill::Frontend::create_or_get_sink<quill::FileSink>(
      "parent.log");
    
    quill::Logger* logger = quill::Frontend::create_or_get_logger("root", std::move(file_sink));
    
    QUILL_LOG_INFO(logger, "Hello from Parent {}", 123);
  }
}

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📝 License

Quill is licensed under the MIT License

Quill depends on third party libraries with separate copyright notices and license terms. Your use of the source code for these subcomponents is subject to the terms and conditions of the following licenses.

• (MIT License) {fmt}
• (MIT License) doctest