Build Environments
SWE-smith enables automatic construction of execution environments for repositories. We'll review the two steps of this process:
- SWE-agent + LM attempts to install a repository + run the testing suite.
- Construct an execution environment (Docker image).
For this section, we'll use the Instagram/MonkeyType repository as a running example,
specifically at commit 70c3acf.
Automatically Install Repos with SWE-agent
Coming soon!
Create an Execution Environment
First, create the conda environment for the target repository.
python -m swesmith.build_repo.try_install Instagram/MonkeyType install_repo.sh \
--commit 70c3acf62950be5dfb28743c7a719bfdecebcd84
install_repo.sh is the script that installs the repository.
(Example)
If successful, two artifacts will be produced under logs/build_repo/records/:
* sweenv_[repo + commit].yml: A dump of the conda environment that was created.
* sweenv_[repo + commit].sh: A log of the installation process.
Next, run the following command to create a Docker image for the repository.
python -m swesmith.build_repo.create_images --repos Instagram/MonkeyType
This command will create two artifacts:
1. A mirror of the original repository at the specified commit, created under swesmith. To change the organization, you can...
* Pass in an --org argument, or
* (If built from source) Change ORG_NAME in swesmith/constants.py
2. A Docker image (swesmith.x86_64.<repo>.<commit>) which contains the installed codebase.
It's good practice to check that your Docker image works as expected.
docker run -it --rm swesmith.x86_64.instagram__monkeytype.70c3acf6
pytest) to ensure that the codebase is functioning as expected.
Get existing Docker images
All repositories represented in the SWE-smith dataset are available to download. Simply run:
python -m swesmith.build_repo.download_images
