Building and Integrating Snowball Stemmer for OpenNLP
January 26, 2025 ยท View on GitHub
This guide outlines the steps to build the Snowball compiler, generate stemmer classes, and integrate them into OpenNLP.
Prerequisites
- A Unix-like environment with
makeinstalled. - Access to the Snowball repository.
- The OpenNLP repository checked out locally.
Procedure
1. Clone and Build the Snowball Compiler
Clone the Snowball repository and build the compiler using make:
git clone https://github.com/snowballstem/snowball.git
cd snowball
make
This will generate the snowball compiler in the root directory of the repository.
Run the Snowball Compiler
Run the Snowball compiler to generate the stemmer code.
#!/bin/bash
# Define an array of languages
languages=("arabic" "catalan" "danish" "dutch" "english" "finnish" "french" "german" "greek" "hungarian" "indonesian" "irish" "italian" "norwegian" "porter" "portuguese" "romanian" "russian" "spanish" "swedish" "turkish")
# Base paths
snowball_exec_path="../snowball"
output_base="../../../../IdeaProjects/opennlp/opennlp-tools/src/main/java/opennlp/tools/stemmer/snowball"
# Loop through the languages and execute the command
for lang in "${languages[@]}"; do
"${snowball_exec_path}" "${lang}.sbl" -java -o "${output_base}/${lang}Stemmer"
done
Usage:
- Save this script as
generate_stemmers.shat the appropriate location. - Make it executable with
chmod +x generate_stemmers.sh. - Run it using
./generate_stemmers.sh.
Manually Reformat Code to Match OpenNLP Style
- Open the generated Java files in your preferred IDE or text editor.
- Reformat the code to match the OpenNLP code style. This may include:
- Adjusting indentation.
- Renaming variables or methods as needed.
- Ensuring proper spacing and alignment.
Add License Information
- Ensure each generated file includes the appropriate license information for both Snowball and OpenNLP.