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塑 - A feature engineering framework

Local set up

Get Java 17

  1. brew install openjdk@17
  2. sudo ln -sfn /usr/local/opt/openjdk@17/libexec/openjdk.jdk /Library/Java/JavaVirtualMachines/openjdk-17.jdk
  3. brew install jenv
  4. jenv add /Library/Java/JavaVirtualMachines/openjdk-17.jdk/Contents/Home/
  5. jenv global 17 or jenv local 17 depending on whether you want it to be global setting

Any other alternatives in getting Java 17 is acceptable (e.g. sdkman)

Configuration Options

Customer facing options

  1. Object Ingestion Mechanism
  2. Feature Result Storage (implement FeatureResultRepository)

System (internal) configuration options

  1. Source Object Definition Storage (implement SourceObjectRepository)
  2. Object Instance Storage (implement ObjectInstanceRepository)
  3. Feature Definition Storage (implement FeatureRepository)
  4. Feature Calculator (implement FeatureCalculator)

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塑 - A declarative feature engineering framework

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