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GitHub / ronylpatil / cicd-aws

Built e2e ci/cd pipeline with GitHub Actions, Docker, DockerHub and, Amazon EC2.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ronylpatil%2Fcicd-aws

Stars: 0
Forks: 0
Open Issues: 0

License: mit
Language: Python
Repo Size: 1.01 MB
Dependencies: 33

Created: 16 days ago
Updated: 6 days ago
Last pushed: 6 days ago
Last synced: 6 days ago

Topics: aws, cicd, machine-learning, mlflow, mlops

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Readme

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Dependencies

.github/workflows/cicd.yaml actions

actions/checkout v2 composite
actions/download-artifact v2 composite
actions/upload-artifact v2 composite
aws-actions/amazon-ecr-login v2 composite
aws-actions/configure-aws-credentials v4 composite

Dockerfile docker

python ${PYTHON_VERSION}-slim build

docker_requirements.txt pypi

joblib ==1.4.2
scikit_learn ==1.4.1.post1
streamlit ==1.31.1

model_requirements.txt pypi

PyMySQL ==1.1.0
boto3 ==1.34.51
joblib ==1.4.2
mlflow ==2.11.0
scikit_learn ==1.4.1.post1

requirements.txt pypi

PyMySQL ==1.1.0
PyYAML ==6.0.1
boto3 ==1.34.51
click ==8.1.7
fastapi ==0.110.0
httpx ==0.27.0
hyperopt ==0.2.7
imbalanced_learn ==0.12.0
joblib ==1.4.2
matplotlib ==3.8.3
mlflow ==2.11.0
numpy ==1.26.4
pandas ==2.2.1
pydantic ==2.6.4
pytest ==8.1.1
scikit_learn ==1.4.1.post1
setuptools ==69.1.1
streamlit ==1.31.1
uvicorn ==0.29.0

setup.py pypi