model-service/README.md

Model Service

This service is a smart-storage for models used in various Ai algorithms (SVM and CNN) in the system. It also stores a "default pointer" to the Ai model intended to be used by the system.

The different Ai models can be accessed trough different endpoints.

This service requires a MinIO service and a relational database (possibly PostgreSQL). It does not initiate connection to other services.

Configure

• SENTRY_DSN: Sentry DSN. See https://docs.sentry.io/product/sentry-basics/dsn-explainer/
• RELEASE_ID: Release ID for Sentry.
• RELEASEMODE: Release mode for sentry.
• DATABASE_URI: URI connection string for the relational database. (e.g.: postgresql://birbnetes:supersecret@model-postgres/model-service)
• MINIO_ENDPOINT: MinIO connection configuration. See https://pypi.org/project/Flask-Minio/
• MINIO_ACCESS_KEY: MinIO connection configuration. See https://pypi.org/project/Flask-Minio/
• MINIO_SECRET_KEY: MinIO connection configuration. See https://pypi.org/project/Flask-Minio/
• MINIO_SVM_BUCKET_NAME: Name of the bucket to store SVM model files.
• MINIO_CNN_BUCKET_NAME: Name of the bucket to store CNN model files.
• MINIO_SECURE: MinIO connection configuration. See https://pypi.org/project/Flask-Minio/
• MINIO_REGION: MinIO connection configuration. See https://pypi.org/project/Flask-Minio/
• SECRET_KEY: Flask secret key. See https://flask.palletsprojects.com/en/2.0.x/config/#SECRET_KEY