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name: Verify Readme Duplicated | ||
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on: | ||
pull_request: | ||
branches: [main] | ||
types: [opened, synchronize] | ||
paths: | ||
- README.md | ||
- apps/cli/README.md | ||
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jobs: | ||
check-readmes: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- name: Checkout code | ||
uses: actions/checkout@v3 | ||
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- name: Verify that the readmes are the same | ||
run: | | ||
FILE1='README.md' | ||
FILE2='apps/cli/README.md' | ||
HASH1=$(sha256sum $FILE1 | awk '{print $1}') | ||
HASH2=$(sha256sum $FILE2 | awk '{print $1}') | ||
if [ "$HASH1" == "$HASH2" ]; then | ||
echo "Readmes are the same." | ||
else | ||
echo "Repo README and CLI README are different." | ||
exit 1 | ||
fi |
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## Getting Started | ||
<p align="center"> | ||
<img src="https://github.com/xeol-io/bumpgen/assets/4740147/8abf2d07-6161-42e6-ad4e-2cc9181ad21a" alt="logo"/> | ||
</p> | ||
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TODO | ||
<p align="center"> | ||
<a href="https://www.xeol.io/beta"> | ||
<img src="https://img.shields.io/badge/Github App Sign Up-FCAE00?logo=googlechrome&logoColor=black&style=for-the-badge"/> | ||
</a> | ||
<a href="https://github.com/xeol-io/bumpgen?tab=MIT-1-ov-file"> | ||
<img src="https://img.shields.io/badge/License-MIT-FCAE00.svg?style=for-the-badge"> | ||
</a> | ||
<a href="https://github.com/xeol-io/bumpgen/stargazers"> | ||
<img src="https://img.shields.io/github/stars/xeol-io/bumpgen?color=FCAE00&style=for-the-badge"> | ||
</a> | ||
<a href="https://discord.gg/J7E9BqVHkG"> | ||
<img src="https://img.shields.io/discord/1233126412785815613?logo=discord&label=discord&color=5865F2&style=for-the-badge"/> | ||
</a> | ||
</p> | ||
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## 📝 Summary | ||
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`bumpgen` bumps your **TypeScript / TSX** dependencies and makes code changes for you if anything breaks. | ||
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![demo](<https://assets-global.website-files.com/65af8f02f12662528cdc93d6/662e6061d42954630a191417_tanstack-ezgif.com-speed%20(1).gif>) | ||
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Here's a common scenario: | ||
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> you: "I should upgrade to the latest version of x, it has banging new features and impressive performance improvements" | ||
> | ||
> you (5 minutes later): _nevermind, that broke a bunch of stuff_ | ||
Then use `bumpgen`! | ||
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**How does it work?** | ||
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- `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)) | ||
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> `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 | ||
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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. | ||
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Then, run `bumpgen`: | ||
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``` | ||
> export LLM_API_KEY="<openai-api-key>" | ||
> cd ~/my-repository | ||
> npm install -g bumpgen | ||
> bumpgen @tanstack/react-query 5.28.14 | ||
``` | ||
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where `@tanstack/react-query` is the package you want to bump and `5.28.14` is the version you want to bump to. | ||
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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. | ||
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> 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 | ||
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There are some limitations you should know about. | ||
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- `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. | ||
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## 🏙️ Architecture | ||
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``` | ||
> bumpgen @tanstack/react-query 5.28.14 | ||
│ | ||
┌┬─────▼──────────────────────────────────────────────────────────────────────┐ | ||
││ CLI │ | ||
└┴─────┬──▲───────────────────────────────────────────────────────────────────┘ | ||
│ │ | ||
┌┬─────▼──┴───────────────────────────────────────────────────────────────────┐ | ||
││ Core (Codeplan) │ | ||
││ │ | ||
││ ┌───────────────────────────────────┐ ┌──────────────────────────────────┐ │ | ||
││ │ Plan Graph │ │ Abstract Syntax Tree │ │ | ||
││ │ │ │ │ │ | ||
││ │ │ │ │ │ | ||
││ │ ┌─┐ │ │ ┌─┐ │ │ | ||
││ │ ┌──┴─┘ │ │ ┌──┴─┴──┐ │ │ | ||
││ │ │ │ │ │ │ │ │ | ||
││ │ ┌▼┐ ┌──┼─┼──┐ ┌▼┐ ┌▼┐ │ │ | ||
││ │ └─┴──┐ │ │ │ │ ┌──┴─┴──┐ └─┘ │ │ | ||
││ │ │ │ │ ▼ │ │ │ │ | ||
││ │ ┌▼┐ ▲ │ │ ┌▼┐ ┌▼┐ │ │ | ||
││ │ └─┴──┐ │ │ │ │ └─┘ ┌──┴─┴──┐ │ │ | ||
││ │ │ └──┼─┼──┘ │ │ │ │ | ||
││ │ ┌▼┐ │ │ ┌▼┐ ┌▼┐ │ │ | ||
││ │ └─┘ │ │ └─┘ └─┘ │ │ | ||
││ │ │ │ │ │ | ||
││ │ │ │ │ │ | ||
││ │ │ │ │ │ | ||
││ │ │ │ │ │ | ||
││ └───────────────────────────────────┘ └──────────────────────────────────┘ │ | ||
││ │ | ||
└┴─────┬──▲───────────────────────────────────────────────────────────────────┘ | ||
│ │ | ||
┌┬─────▼──┴───────────────────────────┐ ┌┬───────────────────────────────────┐ | ||
││ Prompt Context │ ││ LLM │ | ||
││ │ ││ │ | ||
││ - plan graph │ ││ GPT4-Turbo, Claude 3, BYOM │ | ||
││ - errors ├──►│ │ | ||
││ - code │ ││ │ | ||
││ ◄──┼│ │ | ||
││ │ ││ │ | ||
││ │ ││ │ | ||
││ │ ││ │ | ||
└┴────────────────────────────────────┘ └┴───────────────────────────────────┘ | ||
``` | ||
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#### Abstract Syntax Tree | ||
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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. | ||
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#### Plan Graph | ||
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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. | ||
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#### Prompt Context | ||
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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. | ||
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#### LLM | ||
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We only support `gpt-4-turbo-preview` at this time. | ||
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<p align="center"> | ||
<img src="https://s3.amazonaws.com/static.xeol.io/memes/terminator-meme.png" alt="meme"/> | ||
</p> | ||
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## ⏱️ Benchmark | ||
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``` | ||
bumpgen + GPT-4 Turbo ██████████░░░░░░░░░░░ 45% (67 tasks) | ||
``` | ||
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We benchmarked `bumpgen` with GPT-4 Turbo against a [suite](https://github.com/xeol-io/swe-bump-bench) of version bumps with breaking changes. You can check out the evals [here](https://github.com/xeol-io/swe-bump-bench/tree/main/evals/bumpgen/v_8df9f7de936707815eb12e226517a1b0023383eb). | ||
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## 🎁 Contributing | ||
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Contributions are welcome! To get set up for development, see [Development](./.github/development.md). | ||
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#### Roadmap | ||
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- [x] codeplan | ||
- [x] Typescript/TSX support | ||
- [ ] `bumpgen` GitHub app | ||
- [ ] Embeddings for different package versions | ||
- [ ] Use test runners as an oracle | ||
- [ ] C# support | ||
- [ ] Java support | ||
- [ ] Go support | ||
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[Join](https://discord.gg/J7E9BqVHkG) our Discord community to contribute, learn more, and ask questions! |