kube-classify 0.1.0

Python package for classifying kubectl commands as modifying or non-modifying

Kubectl Infra Classifier

Classifies if a kubectl command modifies infrastructure (yes/no).

Features

• Detects if a kubectl command is modifying ("yes") or non-modifying ("no")
• Handles real-world, piped, and complex kubectl command scenarios
• Designed for extensibility and production use

Installation

pip install .
# or with build isolation
pip install --use-pep517 .

Usage

As a Python package

from kube_classify.utils import load_model
model = load_model("models/kubectl_classifier.joblib")
result = model.predict(["kubectl apply -f deployment.yaml"])
print("yes" if result[0] == 1 else "no")

Training

Train a new model with your dataset:

make train

Makefile Commands

• make install — Install the package in editable mode for development
• make train — Train the model (ensures correct PYTHONPATH)
• make test — Run the test suite
• make lint — Lint the codebase with flake8
• make clean — Remove model artifacts and cache files

Project Structure

• src/kube_classify/ — Main package code
• data/ — Training data
• models/ — Saved models
• tests/ — Test suite

License

MIT