Installation

PIG is available on GitHub. To get started, clone the repository using the following command:

git clone https://github.com/andthemomentoflife/artifact_pig.git

Note

The repository link above is tentative and may be updated in a future release. Please check back for the latest URL.

Required Packages

PIG depends on the following packages:

Package	Description
`openai`, `ollama`	LLM client used to send queries to the LLM during API migration.
`jpype`	Enables partial transplantation of LLM-generated code by executing GumTree (made in jar file).
`asttokens`	Used alongside GumTree for token-level analysis during code transplantation.
`autoflake`	Handles post-processing of migrated code by removing unused imports and variables.
`openpyxl`	Required for running the actual benchmark evaluations.
`Cython`	Used to identify API mapping candidates when a library implementation is provided as a `.pyc` file.

You can install the dependencies in one of two ways:

Option 1: Install all at once (recommended)

Use the provided requirements.txt to install all packages in a single command:

pip install -r requirements.txt

Option 2: Install individually

Alternatively, you can install each package manually:

pip install openai jpype1 asttokens autoflake openpyxl Cython