From e1c45ba642ee331404875e9be31123598d83e34e Mon Sep 17 00:00:00 2001 From: Sebastian Pfitzner Date: Thu, 24 Feb 2022 13:07:53 +0100 Subject: [PATCH] profiler docs --- docs/make.jl | 1 + docs/src/images/profiler1.png | Bin 0 -> 100868 bytes docs/src/images/profiler2.png | Bin 0 -> 36429 bytes docs/src/images/profiler3.png | Bin 0 -> 43471 bytes docs/src/index.md | 16 --------------- docs/src/userguide/profiler.md | 35 +++++++++++++++++++++++++++++++++ 6 files changed, 36 insertions(+), 16 deletions(-) create mode 100644 docs/src/images/profiler1.png create mode 100644 docs/src/images/profiler2.png create mode 100644 docs/src/images/profiler3.png create mode 100644 docs/src/userguide/profiler.md diff --git a/docs/make.jl b/docs/make.jl index fbb5fcb..cdaf6c3 100644 --- a/docs/make.jl +++ b/docs/make.jl @@ -27,6 +27,7 @@ makedocs( "Table Viewer"=>"userguide/grid.md", # "Understanding Code" => "userguide/understandingcode.md", "Linter"=>"userguide/linter.md", + 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issues with this setup, check out the [FAQ](@ref) first. If it d ## User Manual The following pages are the user manual. These describe how to install and use the Julia extension on VS Code, along with answer questions most new users encounter. - -- [Running Code](https://www.julia-vscode.org/docs/stable/userguide/runningcode/) -- [Julia Environments](https://www.julia-vscode.org/docs/stable/userguide/env/) -- [Code Navigation](https://www.julia-vscode.org/docs/stable/userguide/codenavigation/) -- [Editing Code](https://www.julia-vscode.org/docs/stable/userguide/editingcode/) -- [Formatting Code](https://www.julia-vscode.org/docs/stable/userguide/formatter/) -- [Plot Gallery](https://www.julia-vscode.org/docs/stable/userguide/plotgallery/) -- [Data Grid](https://www.julia-vscode.org/docs/stable/userguide/grid/) -- [Understanding Code](https://www.julia-vscode.org/docs/stable/userguide/understandingcode/) -- [Linter](https://www.julia-vscode.org/docs/stable/userguide/linter/) -- [Tasks](https://www.julia-vscode.org/docs/stable/userguide/tasks/) -- [Debugging](https://www.julia-vscode.org/docs/stable/userguide/debugging/) -- [Compiling Sysimages](https://www.julia-vscode.org/docs/stable/userguide/compilesysimage/) -- [Julia Markdown Documents](https://www.julia-vscode.org/docs/stable/userguide/weave/) -- [Remote Development](https://www.julia-vscode.org/docs/stable/userguide/remote/) -- [Settings](https://www.julia-vscode.org/docs/stable/userguide/settings/) diff --git a/docs/src/userguide/profiler.md b/docs/src/userguide/profiler.md new file mode 100644 index 0000000..1e45898 --- /dev/null +++ b/docs/src/userguide/profiler.md @@ -0,0 +1,35 @@ +# Profiling code + +Julia comes with it's own [sampling profiler](https://docs.julialang.org/en/v1/stdlib/Profile/) and there are [various packages](https://github.com/timholy/FlameGraphs.jl) to visualize these profile traces. + +The VS Code extension comes with it's own profile viewer. Profiling the example function from the [ProfileView.jl readme](https://github.com/timholy/ProfileView.jl) +``` +function profile_test(n) + for i = 1:n + A = randn(100,100,20) + m = maximum(A) + Am = mapslices(sum, A; dims=2) + B = A[:,:,5] + Bsort = mapslices(sort, B; dims=1) + b = rand(100) + C = B.*b + end +end + +# compilation +@profview profile_test(1) +# pure runtime +@profview profile_test(10) +``` +shows a flame graph and inline annotations: +![profiler 1](../images/profiler1.png) + +Clicking on any element in the flamegraph zooms in on that element; double clicking on the background (or using the "reset view" button in the upper right) will restore the initial view. Ctrl-Click to open the referenced file. + +The tooltip will tell you the number of samples collect in a certain frame as well as the percentage of the top-most displayed frame. There are some heuristics for special flags like garbage collection, dynamic dispatch, and more (these are also color coded). + +![flame graph](../images/profiler2.png) + +The inline view shows you how much of the parent frame's samples originate on which line (and also the flags, as above, when hovering over the start of the inline annotation): + +![inline](../images/profiler3.png)