Flowistry is a tool that analyzes the information flow of Rust programs. Flowistry understands whether it's possible for one piece of code to affect another. Flowistry integrates into the IDE to provide a "focus mode" which helps you focus on the code that's related to your current task.
For example, this GIF shows the focus mode when reading a function that unions two sets together:
When the user clicks a given variable or expression, Flowistry fades out all code that does not influence that code, and is not influenced by that code. For example, orig_len is not influenced by the for-loop, while set.len() is.
Flowistry can be helpful when you're reading a function with a lot of code. For example, this GIF shows a real function in the Rust compiler. If you want to understand the role of a specific argument to the function, then Flowistry can filter out most of the code as irrelevant:
The algorithm that powers Flowistry was published in the paper "Modular Information Flow through Ownership" at PLDI 2022.
Table of contents
Flowistry is available as a VSCode plugin. You can install Flowistry from the Visual Studio Marketplace or the Open VSX Registry. In VSCode:
- Go to the Extensions pane by clicking this button in the left margin:
- Search for "Flowistry" and then click "Install".
- Open a Rust workspace and wait for the tool to finish installing.
Note on platform support: Flowistry does not yet support NixOS. Flowistry cannot provide pre-built binaries for ARM targets like M1 Macs, so Flowistry must be installed from scratch on these targets (this is done for you, but will take a few more minutes than usual).
Alternatively, you can install it from source:
# Install flowistry binaries
git clone https://github.com/willcrichton/flowistry
cd flowistry
cargo install --path crates/flowistry_ide
# Install vscode extension
cd ide
npm install
npm run build
ln -s $(pwd) ~/.vscode/extensions/flowistry
If you are interested in the underlying analysis, you can use the flowistry crate published to crates.io: https://crates.io/crates/flowistry
The documentation is published here: https://willcrichton.net/flowistry/flowistry/
Note: Docs.rs doesn't support documentation for crates that use
#![feature(rustc_private)]so we have to host it ourselves.
Note that the latest Flowistry has a Maximum Supported Rust Version of Rust 1.73. Flowistry is not guaranteed to work with features implemented after 1.73.
Once you have installed Flowistry, open a Rust workspace in VSCode. You should see this icon in the bottom toolbar:
Flowistry starts up by type-checking your codebase. This may take a few minutes if you have many dependencies.
Note: Flowistry type-checking results are cached in the
target/flowistrydirectory. If you delete this folder, Flowistry will have to recompute types. Also for a large codebase this directory may take up a fair amount of disk space.
Once Flowistry has booted up, the loading icon will disappear. Then you can enter focus mode by running the "Toggle focus mode" command. By default the keyboard shortcut is Ctrl+R Ctrl+A (⌘+R ⌘+A on Mac), or you can use the Flowistry context menu:
In focus mode, Flowistry will automatically compute the information flow within a given function once you put your cursor there. Once Flowistry has finished analysis, the status bar will look like this:
Note: Flowistry can be a bit slow for larger functions. It may take up to 15 seconds to finish the analysis.
Flowistry infers what you want to focus on based on your cursor. So if you click on a variable, you should see the focus region of that variable. Flowistry will highlight the focused code in gray, and then fade out code outside the focus region. For example, because the user's cursor is on view_projection, that variable is highlighted in gray, and its focus region is shown.
Sometimes you want to keep the focus region where it is, and click on other code to inspect it without changing focus. For this purpose, Flowistry has a concept of a "mark". Once you have selected code to focus on, you can run the "Set mark" command (Ctrl+R Ctrl+S / ⌘+R ⌘+S). Then a mark is set at your cursor's current position, and the focus will stay there until you run the "Unset mark" command (Ctrl+R Ctrl+D / ⌘+R ⌘+D).
If you want to modify all the code in the focus region, e.g. to comment it out or copy it, then you can run the "Select focused region" command (Ctrl+R Ctrl+T / ⌘+R ⌘+T). This will add the entire focus region into your editor's selection.
Flowistry is an active research project into the applications of information flow analysis for Rust. It is continually evolving as we experiment with analysis techniques and interaction paradigms. So it's not quite as polished or efficient as tools like Rust Analyzer, but we hope you can still find it useful! Nevertheless, there are a number of important limitations you should understand when using Flowistry to avoid being surprised.
If you have questions or issues, please file a Github issue, join our Discord, or DM @wcrichton on Twitter.
When your code has references, Flowistry needs to understand what that reference points-to. Flowistry uses Rust's lifetime information to determine points-to information. However, data structures that use interior mutability such as Arc<Mutex<T>> explicitly do not share lifetimes between pointers to the same data. For example, in this snippet:
let x = Arc::new(Mutex::new(0));
let y = x.clone();
*x.lock().unwrap() = 1;
println!("{}", y.lock().unwrap());Flowistry can determine that *x.lock().unwrap() = 1 is a mutation to x, but it can not determine that it is a mutation to y. So if you focus on y, the assignment to 1 would be faded out, even though it is relevant to the value of y.
We are researching methods to overcome this limitation, but for now just be aware that this is the main case where Flowistry is known to provide an incorrect answer.
Flowistry's analysis tries to include all code that could have an influence on a focal point. This analysis makes a number of assumptions for both practical and fundamental reasons. For example, in this snippet:
let mut v = vec![1, 2, 3];
let x = v.get_mut(0);
println!("{:?} {}", v, x);If you focus on v on line 3, it will include v.get_mut(0) as an operation that could have modified v. The reason is that Flowistry does not actually analyze the bodies of called functions, but rather approximates based on their type signatures. Because get_mut takes &mut self as input, it assumes that the vector could be modified.
In general, you should use focus mode as a pruning tool. If code is faded out, then you don't have to read it (minus the limitation mentioned above!). If it isn't faded out, then it might be relevant to your task.
Flowistry works by analyzing the MIR graph for a given function using the Rust compiler's API. Then the IDE extension lifts the analysis results from the MIR level back to the source level. However, a lot of information about the program is lost in the journey from source code to MIR.
For example, if the source contains an expression foo.whomp.bar().baz(), it's possible that a temporary variable is only generated for the expression foo.whomp.bar(). So if the user selects foo, Flowistry may not be able to determine that this corresponds to the MIR place that represents foo.
This is why the IDE extension highlights the focused code in gray, so you can understand what your cursor's selection actually maps to.
Flowistry analyzes a single function at a time. If a function contains other functions, e.g. fn definitions, or closures, or implicitly via async, then Flowistry will only show you focus regions within the smallest function body containing your cursor. This is usually well defined for function definitions and closures, but may be confusing for async since that depends on how rustc decides to carve up your async function.
If rustup fails, especially with an error like "could not rename downloaded file", this is probably because Flowistry is running rustup concurrently with another tool (like rust-analyzer). Until rustup#988 is resolved, there is unfortunately no automated way around this.
To solve the issue, go to the command line and run:
rustup toolchain install nightly-2023-08-25 -c rust-src -c rustc-dev -c llvm-tools-preview
Then go back to VSCode and click "Continue" to let Flowistry continue installing.
Rust Analyzer does not support MIR and the borrow checker, which are essential parts of Flowistry's analysis. That fact is unlikely to change for a long time, so Flowistry is a standalone tool.
See Limitations for known issues. If that doesn't explain what you're seeing, please post it in the unexpected highlights issue or ask on Discord.