COMPOSING AND EXECUTING WORKFLOWS MADE UP OF FUNCTIONAL PLUGGABLE BUILDING BLOCKS

摘要

A platform that provides a way to automatically compose and execute even complex workflows without writing code is described. A set of pre-built functional building blocks can be provided. The building blocks perform data transformation and machine learning functions. The functional blocks have well known plug types. The building blocks can be composed build complex compositions. Input and output files are converted to a standard data type so that modules are pluggable.

主权项

1. A computing device, comprising:
at least one memory and at least one processor, wherein the at least one memory and the at least one processor are respectively configured to store and execute instructions that cause the computing device to perform operations, the operations comprising:
receiving an indication of input data;receiving a data transformation instruction, wherein at least one of a plurality of plurality of pluggable functional building blocks loaded in the at least one memory comprises a data transformation to be applied to the input data;utilizing the input data and the data transformation instruction, executing a second pluggable functional building block of the plurality of pluggable functional building blocks in a runtime container; andautomatically transforming, in the runtime container, output produced by a first pluggable functional building block of the plurality of pluggable functional building blocks into input acceptable by the second pluggable functional building block.