tracing VS tokio

Compare tracing vs tokio and see what are their differences.

tokio

A runtime for writing reliable asynchronous applications with Rust. Provides I/O, networking, scheduling, timers, ... (by tokio-rs)
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tracing tokio
52 196
4,958 24,761
2.1% 1.8%
7.8 9.5
4 days ago 4 days ago
Rust Rust
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

tracing

Posts with mentions or reviews of tracing. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-31.
  • Decrusting the tracing crate [video] by Jon Gjengset
    1 project | news.ycombinator.com | 10 Feb 2024
    The video description is as follows:

    In this stream, we peel back the crust on the tracing crate — https://github.com/tokio-rs/tracing/ — and explore its interface, structure, and mechanisms. We talk about spans, events, their attributes and fields, and how to think about them in async code. We also dig into what subscribers are, how they pick up events, and how you can construct your own subscribers through the layer abstraction. For more details about tracing, see https://docs.rs/tracing/latest/tracing/.

  • Vendor lock-in is in the small details
    7 projects | news.ycombinator.com | 31 Oct 2023
    > What's been your biggest issues around ergonomics/amenities for OpenTelemetry?

    I can't speak generally, but in the Rust ecosystem the various crates don't play well together. Here's one example: <https://github.com/tokio-rs/tracing/issues/2648> There are four crates involved (tracing-attributes, tracing-opentelemetry, opentelemetry, and opentelemetry-datadog) and none of them fit properly into any of the others.

  • Grimoire - A recipe management application.
    7 projects | /r/rust | 5 Oct 2023
    The tracing (logging) mechanism in an asynchronous codebase (tracing).
  • How easy is it to swap out your async runtime?
    2 projects | /r/rust | 10 Jul 2023
    Tracing is Tokio's alternative for async code.
  • Hey Rustaceans! Got a question? Ask here (27/2023)!
    9 projects | /r/rust | 3 Jul 2023
    At a technical level, in Rust, both [tracing]https://crates.io/crates/tracing) and log are entire ecosystems (though for the latter at least there's also third party logging frameworks), and there's at least a bridge from log to tracing.
  • How can I write a tracing subscriber that saves to a database?
    1 project | /r/rust | 3 Jul 2023
    I am using https://github.com/tokio-rs/tracing for logging purposes in my application. I would like to develop a feature wherein logs should be saved to a database table (via sea-orm). Something similar is this, but it does not solve my needs fully.
  • A locking war story
    2 projects | /r/rust | 1 Jun 2023
    I've used the tracing infrastructure with tracing_flame to profile some hot paths in async code: https://github.com/tokio-rs/tracing/tree/master/tracing-flame
  • I was wrong about rust
    4 projects | /r/rust | 20 May 2023
    Oh nice! IIRC when I checked, it was the Unicode tables that smashed the code size. I recently hit the same issue with the tracing crate, where a crate feature (for env var filtering) pulled in regex and my binary was suddenly 1MB bigger.
  • Debugging and profiling embedded applications.
    8 projects | /r/rust | 30 Mar 2023
    I know about tools such as tracing, jaeger or tracy. While having a complete tracing could be a potential solution, these tools don't work with no_std.
  • Custom Axum Logging for Routes?
    2 projects | /r/rust | 17 Mar 2023
    tracing by itself only outputs log data, you need to consume them in a subscriber, the tracing-subscriber crate exists for this. (example)

tokio

Posts with mentions or reviews of tokio. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-05.
  • On Implementation of Distributed Protocols
    23 projects | dev.to | 5 Apr 2024
    Being able to control nondeterminism is particularly useful for testing and debugging. This allows creating reproducible test environments, as well as discrete-event simulation for faster-than-real-time simulation of time delays. For example, Cardano uses a simulation environment for the IO monad that closely follows core Haskell packages; Sui has a simulator based on madsim that provides an API-compatible replacement for the Tokio runtime and intercepts various POSIX API calls in order to enforce determinism. Both allow running the same code in production as in the simulator for testing.
  • I pre-released my project "json-responder" written in Rust
    11 projects | dev.to | 21 Jan 2024
    tokio / hyper / toml / serde / serde_json / json5 / console
  • Cryptoflow: Building a secure and scalable system with Axum and SvelteKit - Part 0
    12 projects | dev.to | 4 Jan 2024
    tokio - An asynchronous runtime for Rust
  • Top 10 Rusty Repositories for you to start your Open Source Journey
    11 projects | dev.to | 19 Dec 2023
    3. Tokio
  • API Gateway, Lambda, DynamoDB and Rust
    5 projects | dev.to | 5 Dec 2023
    The AWS SDK makes use of the async capabilities in the Tokio library. So when you see async in front of a fn that function is capable of executing asynchronously.
  • The More You Gno: Gno.land Monthly Updates - 6
    8 projects | /r/Gnoland | 30 Nov 2023
    Petar is also looking at implementing concurrency the way it is in Go to have a fully functional virtual machine as it is in the spec. This would likely attract more external contributors to developing the VM. One advantage of Rust is that, with the concurrency model, there is already an extensive library called Tokio which he can use. Petar stresses that this isn’t easy, but he believes it’s achievable, at least as a research topic around determinism and concurrency.
  • Consuming an SQS Event with Lambda and Rust
    7 projects | dev.to | 3 Nov 2023
    Another thing to point out is that async is a thing in Rust. I'm not going to begin to dive into this paradigm in this article, but know it's handled by the awesome Tokio framework.
  • netcrab: a networking tool
    4 projects | dev.to | 14 Oct 2023
    So I started by using Tokio, a popular async runtime. The docs and samples helped me get a simple outbound TCP connection working. The Rust async book also had a lot of good explanations, both practical and digging into the details of what a runtime does.
  • Thread-per-Core
    3 projects | news.ycombinator.com | 6 Oct 2023
    Regarding the quote:

    > The Original Sin of Rust async programming is making it multi-threaded by default. If premature optimization is the root of all evil, this is the mother of all premature optimizations, and it curses all your code with the unholy Send + 'static, or worse yet Send + Sync + 'static, which just kills all the joy of actually writing Rust.

    Agree about the melodramatic tone. I also don't think removing the Send + Sync really makes that big a difference. It's the 'static that bothers me the most. I want scoped concurrency. Something like <https://github.com/tokio-rs/tokio/issues/2596>.

    Another thing I really hate about Rust async right now is the poor instrumentation. I'm having a production problem at work right now in which some tasks just get stuck. I wish I could do the equivalent of `gdb; thread apply all bt`. Looking forward to <https://github.com/tokio-rs/tokio/issues/5638> landing at least. It exists right now but is experimental and in my experience sometimes panics. I'm actually writing a PR today to at least use the experimental version on SIGTERM to see what's going on, on the theory that if it crashes oh well, we're shutting down anyway.

    Neither of these complaints would be addressed by taking away work stealing. In fact, I could keep doing down my list, and taking away work stealing wouldn't really help with much of anything.

  • PHP-Tokio – Use any async Rust library from PHP
    7 projects | news.ycombinator.com | 27 Aug 2023
    The PHP <-> Rust bindings are provided by https://github.com/Nicelocal/ext-php-rs/ (our fork of https://github.com/davidcole1340/ext-php-rs with a bunch of UX improvements :).

    php-tokio's integrates the https://revolt.run event loop with the https://tokio.rs event loop; async functionality is provided by the two event loops, in combination with PHP fibers through revolt's suspension API (I could've directly used the PHP Fiber API to provide coroutine suspension, but it was a tad easier with revolt's suspension API (https://revolt.run/fibers), since it also handles the base case of suspension in the main fiber).

What are some alternatives?

When comparing tracing and tokio you can also consider the following projects:

log4rs - A highly configurable logging framework for Rust

async-std - Async version of the Rust standard library

slog - Structured, contextual, extensible, composable logging for Rust

Rocket - A web framework for Rust.

env_logger - A logging implementation for `log` which is configured via an environment variable.

hyper - An HTTP library for Rust

log - Logging implementation for Rust

futures-rs - Zero-cost asynchronous programming in Rust

opentelemetry-rust - The Rust OpenTelemetry implementation

smol - A small and fast async runtime for Rust

vector - A high-performance observability data pipeline.

rayon - Rayon: A data parallelism library for Rust