API Translation Layer for Idiosyncratic State Normalization
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Solution Overview
Problem
The variability in behavior among different application programming interfaces (APIs) that perform similar functions, such as configuration tasks, makes it challenging for programmers to develop automated approaches due to differences in hardware configuration, operating systems, and other factors, leading to idiosyncratic behaviors like asynchronous vs. synchronous operations and eventual consistency issues.
Innovation Solution
A translation layer is introduced to normalize API idiosyncrasies by mapping between the states of actual APIs and a set of normalized states, allowing for the separation of functional processing from idiosyncratic processing, enabling the recording and replaying of sequences of actions, and adapting rollback behavior to ensure consistent functionality across different APIs.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If different APIs are used to perform configuration tasks on various computing systems, then the tasks can be executed on diverse hardware and operating systems, but the APIs exhibit idiosyncratic behaviors that prevent easy substitution and automation
Solution Approach 1:
The patent introduces an intermediary layer (translation layer or adapter) that sits between the automation framework and the diverse APIs. This intermediary normalizes the idiosyncratic behaviors of different APIs, allowing a single automated workflow to interact with multiple API types through a unified interface, thereby reducing the complexity of developing automated approaches for diverse computing systems.
2Productivity
If one attempts to develop automated approaches for configuration tasks, then productivity increases, but the idiosyncratic behaviors of APIs make development challenging
Solution Approach 1:
The patent creates standardized templates or models of API interactions that can be copied and adapted across different API types. Instead of developing custom automation logic for each API, the framework uses standardized interaction patterns that can be replicated, reducing the difficulty of development while maintaining high productivity through automation.
3Adaptability or versatility
If API substitution is attempted to improve flexibility, then versatility increases, but idiosyncratic behaviors prevent easy substitution
Solution Approach 1:
The patent employs parameter changes and state normalization techniques to abstract away the idiosyncratic behaviors of different APIs. By standardizing the parameters and state representations used in API interactions, the system enables reliable API substitution while maintaining consistent functionality across different API implementations.
Data Source
AI summary
User actions for configuring a computing environment may be recorded and converted to a workflow definition. A translation layer may be associated with the workflow definition and invoked to perform actions described by the workflow by utilizing one or more application programming interfaces. The translation layer may adapt to application programming interface idiosyncrasies by translating state transitions, including asynchronous to synchronous state transitions and synchronous to asynchronous state transitions.