FlameGraph
comlink
FlameGraph | comlink | |
---|---|---|
53 | 22 | |
16,458 | 10,836 | |
- | 0.8% | |
4.5 | 0.0 | |
20 days ago | 1 day ago | |
Perl | TypeScript | |
- | Apache License 2.0 |
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.
FlameGraph
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JVM Profiling in Action
We'll use async-profiler and flame graphs for profiling. To simplify the process, we'll run the code using JBang.
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Memray – A Memory Profiler for Python
And flame graphs excel and this kind of thing
https://www.brendangregg.com/flamegraphs.html
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All my favorite tracing tools: eBPF, QEMU, Perfetto, new ones I built and more
which can output in a format understood by Brendan Gregg's flame frames (https://www.brendangregg.com/flamegraphs.html)
But that's not quite the kind of tracing you're talking about. We also built a printf-style interface to our recording files, which seems closer:
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Recap of Werner Vogels' Keynote at re:Invent 2023
Strategies included discontinuing or resizing underutilized services, transitioning to more cost-effective solutions, reducing the current resources to the amount of resources that we need for our application, and conducting detailed analyses of computing resource utilization through tools like flamegraphs. This detailed scrutiny helped identify and rectify significant cost-driving areas, such as garbage collection and application configurations.
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Pinpoint performance regressions with CI-Integrated differential profiling
Flame Graphs by Brendan Gregg
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Flameshow: A Terminal Flamegraph Viewer
Historically brendangregg's since AIUI he basically invented flamegraphs
https://www.brendangregg.com/flamegraphs.html
So if you can make your tool eat whatever https://github.com/brendangregg/FlameGraph is fed with you're going to support a lot of existing tooling across OSes and languages.
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Introducing Flame graphs: It’s getting hot in here
“Flame graphs are a visualization of hierarchical data, created to visualize stack traces of profiled software so that the most frequent code-paths to be identified quickly and accurately.”
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Using SVG to create simple sparkline charts
SVGs are amazing for interactive visualisation too. Like Flamegraphs: https://www.brendangregg.com/flamegraphs.html
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Good example of using flame graphs to speed up java code (50x improvement)
This may be a good example of the application of a flame graph but it is not a good demonstration of flame graphs; the graph is nearly incidental. The source has an actual explanation.
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Intro to PostGraphile V5 (Part 1): Replacing the Foundations
A profiling flame graph from Graphile Crystal (a precursor to Grafast) using GraphQL.js' executor (each tick is 1ms, total: 29ms). As we removed more and more responsibilities from GraphQL.js, we ended up only using it for output. Replacing this final responsibility with a custom implementation in Graphile Crystal itself, we reduced execution time for this query down to 15.5ms (effectively removing the majority of the yellow portion of the flame graph).
comlink
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RemoteUI
Feels like taking a general Comlink-like system & making it more component oriented. Good ideas. https://github.com/GoogleChromeLabs/comlink
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Your favorites?
React UI Framework: https://ant.design/ Reactive: https://www.learnrxjs.io/ Workers: https://github.com/GoogleChromeLabs/comlink Graphics: https://www.pixijs.com/
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Concurrent.js, a multithreaded module loader - Run in a worker, use in the main thread
Reminds me of Comlink
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Creating PDF Files Without Slowing Down Your App
Now that we have a way to create PDF files, we can create a web worker to run the renderPDF function in a separate thread. Here’s an example of a web worker that uses comlink to expose the renderPDF function as an asynchronous function:
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How to use Service Workers with React and Vite
To streamline the process of configuring the Service Worker and simplify communication between the app and the Service Worker, we will be using the comlink library.
- Svelte + Web Workers (Looking for insight)
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Deno 1.25
While there's no realistic way to provide a security boundary between JavaScript modules, Workers are a possibility [1].
The code with the more restricted set of permissions must run in the Worker. That code then communicates with the rest of your app through postMessage / SharedArrayBuffer, perhaps using ComLink [2].
[1] https://deno.land/[email protected]/runtime/workers#specifying-...
[2] https://github.com/GoogleChromeLabs/comlink
- [AskJS] What are some real world applications of JS Proxy objects?
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Optimizing Your Web App for Maximum Runtime Performance and Premature Optimization 🦄
The worker API is very simple, you would post a message to the worker. The worker would have the code to process and reply back with the results to the listeners. To make it even easier Google has created the comlink library.
- Web Crypto API
What are some alternatives?
hotspot - The Linux perf GUI for performance analysis.
partytown - Relocate resource intensive third-party scripts off of the main thread and into a web worker. 🎉
benchmark - A microbenchmark support library
vite - Next generation frontend tooling. It's fast!
tracing-bunyan-formatter - A Layer implementation for tokio-rs/tracing providing Bunyan formatting for events and spans.
workbox - 📦 Workbox: JavaScript libraries for Progressive Web Apps
HeatMap - Heat map generation tools
threads.js - 🧵 Make web workers & worker threads as simple as a function call.
node-clinic - Clinic.js diagnoses your Node.js performance issues
wasm-pack - 📦✨ your favorite rust -> wasm workflow tool!
pmu-tools - Intel PMU profiling tools
Next.js - The React Framework