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chore: readme changes (#58)
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zlalvani authored Apr 30, 2024
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1 change: 1 addition & 0 deletions .github/workflows/publish-cli-on-merge.yml
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Expand Up @@ -56,6 +56,7 @@ jobs:

- run: pnpm install --frozen-lockfile
- run: pnpm --filter=bumpgen run build
- run: cp README.md apps/cli/README.md # copy the README to the CLI folder so it gets published
- run: pnpm --filter=bumpgen publish --tag latest --access public --no-git-checks
env:
NODE_AUTH_TOKEN: "${{ secrets.NPM_TOKEN }}"
43 changes: 24 additions & 19 deletions README.md
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Expand Up @@ -18,31 +18,33 @@
</p>

## 📝 Summary
`bumpgen` bumps your dependencies and makes code changes for you if anything breaks.

This may be a common scenario:
`bumpgen` bumps your **TypeScript / TSX** dependencies and makes code changes for you if anything breaks.

> you: "I should upgrade to the latest version of x, it has banging new features and impressive performance improvments"
![demo](<https://assets-global.website-files.com/65af8f02f12662528cdc93d6/662e6061d42954630a191417_tanstack-ezgif.com-speed%20(1).gif>)

Here's a common scenario:

> you: "I should upgrade to the latest version of x, it has banging new features and impressive performance improvements"
>
> you (internal monologue): _I don't want to feel pain anymore_
> you (5 minutes later): _nevermind, that broke a bunch of stuff_
Then use `bumpgen`!

**How does it work?**

- It uses [ts-morph](https://github.com/dsherret/ts-morph) to turn your codebase into an AST to understand code relationships
- Uses the AST to get type definitions for external methods to understand how to use new package versions
- Creates a plan graph DAG to execute things in the correct order to get to the root of problems (ref: [arxiv 2309.12499](https://huggingface.co/papers/2309.12499))

![demo](https://s3.amazonaws.com/static.xeol.io/mkdirp-demo-optimized.gif)
- `bumpgen` builds your project to understand what broke when a dependency was bumped
- Then `bumpgen` uses [ts-morph](https://github.com/dsherret/ts-morph) to create an _abstract syntax tree_ from your code, to understand the relationships between statements
- It also uses the AST to get type definitions for external methods to understand how to use new package versions
- `bumpgen` then creates a _plan graph_ DAG to execute things in the correct order to handle propagating changes (ref: [arxiv 2309.12499](https://huggingface.co/papers/2309.12499))

> `bumpgen` only supports typescript or tsx at the moment, but we're working on adding support for other strongly typed languages like C#, Java and Go
> `bumpgen` only supports typescript and tsx at the moment, but we're working on adding support for other strongly typed languages like C#, Java and Go
## 🚀 Get Started

To get started, you'll need an OpenAI API key. `gpt-4-turbo-preview` from OpenAI is the only supported model at this time.
To get started, you'll need an OpenAI API key. `gpt-4-turbo-preview` from OpenAI is the only supported model at this time, though we plan on supporting more soon.

Then, run `bumpgen` this:
Then, run `bumpgen`:

```
> export LLM_API_KEY="<openai-api-key>"
Expand All @@ -53,16 +55,20 @@ Then, run `bumpgen` this:

where `@tanstack/react-query` is the package you want to bump and `5.28.14` is the version you want to bump to.

> If you'd like to be first to try the `bumpgen` GitHub App to replace your usage of dependabot + renovatebot, sign up [here](https://www.xeol.io/beta)
You can also run `bumpgen` without arguments and select which package to upgrade from the menu. Use `bumpgen --help` for a complete list of options.

> If you'd like to be first in line to try the `bumpgen` GitHub App to replace your usage of dependabot + renovatebot, sign up [here](https://www.xeol.io/beta)
## Limitations

There are some limitations you should know about.

- `bumpgen` can't handle multiple packages at this time. It will fail to upgrade packages that require peer dependencies to be updated the same time to work such as `@octokit/core` and `@octokit/plugin-retry`.
- `bumpgen` relies on build errors to determine what needs to be fixed. If an issue is caused by a behavioral change, `bumpgen` won't detect it.
- `bumpgen` can't handle multiple packages at the same time. It will fail to upgrade packages that require peer dependencies to be updated the same time to work such as `@octokit/core` and `@octokit/plugin-retry`.
- `bumpgen` is not good with very large frameworks like `vue`. These kind of upgrades (and vue 2 -> 3 specifically) can be arduous even for a human.

## 🏙️ Architecture

```
> bumpgen @tanstack/react-query 5.28.14
Expand Down Expand Up @@ -111,15 +117,15 @@ There are some limitations you should know about.

#### Abstract Syntax Tree

The AST is generated from **[ts-morph](https://github.com/dsherret/ts-morph)**. This AST allows `bumpgen` to understand the relationship between code properties in a codebase.
The AST is generated from **[ts-morph](https://github.com/dsherret/ts-morph)**. This AST allows `bumpgen` to understand the relationship between nodes in a codebase.

#### Plan Graph

The plan graph is a concept detailed in **[codeplan](https://huggingface.co/papers/2309.12499)** by Microsoft. The plan graph allows `bumpgen` to not only fix an issue at a point but also fix the 2nd order breaking changes from the fix itself. In short, it allows `bumpgen` to perpetuate a fix to the rest of the codebase.
The plan graph is a concept detailed in **[codeplan](https://huggingface.co/papers/2309.12499)** by Microsoft. The plan graph allows `bumpgen` to not only fix an issue at a point but also fix the 2nd order breaking changes from the fix itself. In short, it allows `bumpgen` to propagate a fix to the rest of the codebase.

#### Prompt Context

We pass the plan graph, the error, and the actual file with the breaking change as context to the LLM to maximize it's ability to fix the issue.
We pass the plan graph, the error, and the actual file with the breaking change as context to the LLM to maximize its ability to fix the issue.

#### LLM

Expand All @@ -129,7 +135,6 @@ We only support `gpt-4-turbo-preview` at this time.
<img src="https://s3.amazonaws.com/static.xeol.io/memes/terminator-meme.png" alt="meme"/>
</p>


## ⏱️ Benchmark

```
Expand All @@ -153,4 +158,4 @@ Contributions are welcome! To get set up for development, see [Development](./.g
- [ ] Java support
- [ ] Go support

[Join](https://img.shields.io/discord/1233126412785815613) our Discord community to contribute, learn more, and ask questions!
[Join](https://discord.gg/J7E9BqVHkG) our Discord community to contribute, learn more, and ask questions!
3 changes: 0 additions & 3 deletions apps/cli/README.md

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2 changes: 1 addition & 1 deletion apps/cli/package.json
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{
"name": "bumpgen",
"version": "0.1.2",
"version": "0.1.3",
"scripts": {
"build": "tsup src/index.tsx --format esm",
"dev": "tsup src/index.tsx --format esm --watch",
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