Package: tecton-runtime
Tecton is the fastest way to build operational machine learning applications. It helps automate real-time decision making like fraud detection, product recommendations, and search result ranking in production applications.Tecton is a fully-managed feature platform built to orchestrate the complete lifecycle of features, from transformation to online serving, with enterprise-grade SLAs.With Tecton, you can:Define and manage features using code in a git repository.Automatically compute and orchestrate batch, streaming, and real-time feature
transformations.Store and serve feature data for training and inference.Share, discover, and manage access to features.Contents of thetecton-runtimePyPI packageThetecton-runtimePyPI package bundles Tecton's Transformation Service Sidecar, which is used by Tecton's on demand feature view and stream ingestion capabilities.
It has the following configuration options available, that can be specified as environment variables:TRANSFORM_SERVER_LOG_FILENAME: The name of the log file to write to. Defaults to a temporary file.TRANSFORM_SERVER_DISABLE_CONSOLE_LOGGING: If set totrue, disables logging to the console. Defaults tofalse.TRANSFORM_SERVER_LOG_LEVEL: The log level to use. Defaults toDEBUG.TRANSFORM_SERVER_SOCKET: The socket to listen on. Defaults to/tmp/transform_server.sock.TRANSFORM_SERVER_ADDRESS: The address to listen on. Defaults tolocalhost:50051.TRANSFORM_SERVER_MAX_WORKERS: The maximum number of workers to use by the grpc server. Defaults to2.Only oneTRANSFORM_SERVER_SOCKETorTRANSFORM_SERVER_ADDRESSshould be set. If neither are set, the transform server will list on[::]:50051.Getting started resourcesTo get started using Tecton, see these resources, which are found in thedocumentation:Machine Learning Application ConceptsTecton ConceptsSetting up TectonTecton QuickstartLicenseCopyright (2024) Tecton, Inc. This library (the "Software") may not be used except in connection with the Licensee's use
of the Tecton Platform Services (defined below) pursuant to an Agreement (defined below) between Licensee (defined
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