cargo-trace VS parca-agent

Compare cargo-trace vs parca-agent and see what are their differences.

cargo-trace

Flamegraphing tool for perf events (by dvc94ch)

parca-agent

eBPF based always-on profiler auto-discovering targets in Kubernetes and systemd, zero code changes or restarts needed! (by parca-dev)
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cargo-trace parca-agent
1 10
35 494
- 6.9%
10.0 9.9
about 3 years ago 4 days ago
Rust Go
- Apache License 2.0
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.

cargo-trace

Posts with mentions or reviews of cargo-trace. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-29.
  • Dwarf-Based Stack Walking Using eBPF
    8 projects | news.ycombinator.com | 29 Nov 2022
    Are the authors here? Thanks for this! I'm always thrilled to see advances in profiling tools.

    I'm curious what they have to say about complexity/necessity of interpreting all of DWARF. cargo-trace (an neat and conceptually similar but abandoned project, I think) [1] says:

    > It can be empirically determined that almost all dwarf programs consist of a single instruction and use only three different instructions. rip+offset, rsp+offset or *cfa+offset, where cfa is the rsp value of the previous frame. The result of the unwinding is an array of instruction pointers.

    Do you find this to be true? Is more complex interpreting of DWARF necessary?

    And in the lkml thread linked from the article, Linus is extremely pessimistic about DWARF unwinding, [2] I'm sure not without justification. He's talking about kernel stacks, and I think the trade-off is different when you're trying to profile existing userspace applications and libraries compiled and implemented however, but nonetheless I'm curious to hear the authors say how applicable they think his points are.

    [1] https://github.com/dvc94ch/cargo-trace

    [2] https://lkml.org/lkml/2012/2/10/356

parca-agent

Posts with mentions or reviews of parca-agent. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-24.
  • Flameshow: A Terminal Flamegraph Viewer
    10 projects | news.ycombinator.com | 24 Sep 2023
    If that's true, you should probably update the docs. Everything I could find implied dotnet, jvm, python were still unsupported. For example, the roadmap section of the readme mentions most of these but nothing mentions dotnet. However I did find your tickets and a demo being merged in which makes it seem maybe supported?

    Ticket: https://github.com/parca-dev/parca-agent/issues/161

    Demo: https://github.com/parca-dev/parca-demo/pull/18

  • How to troubleshoot memory leaks in Go with Grafana Pyroscope
    1 project | /r/golang | 19 Apr 2023
    Couldn't see any advantages to this over https://github.com/parca-dev/parca-agent. Which uses eBPF so it can be used with non-instrumented apps and code paths.
  • Frame pointers vs. DWARF – my verdict
    4 projects | news.ycombinator.com | 15 Feb 2023
    The pervasive lack of frame pointers is the reason why we've developed a custom format derived from DWARF unwind information thanks to some insights: DWARF unwind information is incredible flexible, it supports many arches and allows restoring any arbitrary register. But we only need 3: the frame pointer, the stack pointer, and in non-x86 the return address.

    In addition, this encoding doesn't use that many bytes, but unfortunately reading and parsing that information is quite expensive.

    For that reason I've developed a new unwinder that uses custom unwind information derived from DWARF (https://www.polarsignals.com/blog/posts/2022/11/29/profiling..., previously discussed in https://news.ycombinator.com/item?id=33788794) that runs in BPF. This new compact representation can be binary searched easily and each unwind row has a size of 16 bytes. I are currently working on reducing it down to ~10 bytes.

    All the code is fully OSS (Apache 2.0 for userspace and GPL for BPF), and part of the Parca project (https://github.com/parca-dev/parca-agent).

    We've also given some talks in FOSDEM going deeper into how we made it scale for many big processes.

  • Dwarf-Based Stack Walking Using eBPF
    8 projects | news.ycombinator.com | 29 Nov 2022
    I find this surprising! Was this for off the shelf applications or some custom binaries?

    As mentioned above, we see DWARF expressions such as `DW_CFA_def_cfa_expression` on the regular. See the "Test Plan" section and commit messages of the PR that introduced support for this particular opcode [0]

    [0]: https://github.com/parca-dev/parca-agent/pull/1058

  • Parca Agent rewrites eBPF in-kernel C code in Rust (using Aya-rs)
    2 projects | /r/rust | 22 May 2022
  • Fantastic Symbols and Where to Find Them - Part 2
    4 projects | dev.to | 27 Jan 2022
    Let's see an example perf map file for NodeJS. The runtimes out there output this file with more or less the same format, more or less!
  • Fantastic Symbols and Where to Find Them - Part 1
    3 projects | dev.to | 15 Jan 2022
    The good news is we got you covered. If you are using Parca Agent, we already do the heavy lifting for you to symbolize captured stack traces. And we keep extending our support for the different languages and runtimes.

What are some alternatives?

When comparing cargo-trace and parca-agent you can also consider the following projects:

framehop - Stack unwinding library in Rust

kubectl-flame - Kubectl plugin for effortless profiling on kubernetes

bcc - BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more

ebpf - ebpf-go is a pure-Go library to read, modify and load eBPF programs and attach them to various hooks in the Linux kernel.

scalene - Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

perf-map-agent - A java agent to generate method mappings to use with the linux `perf` tool

pwru - Packet, where are you? -- eBPF-based Linux kernel networking debugger

rbspy - Sampling CPU profiler for Ruby

go-profiler-notes - felixge's notes on the various go profiling methods that are available.

profefe - Continuous profiling for long-term postmortem analysis

lisa - Linux Integrated System Analysis

parca-demo - A collection of languages and frameworks profiled by Parca and Parca agent