Declarative Debug Data Retrieval for Containerized Applications

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Solution Overview

Problem

Debugging software applications in distributed computing environments is challenging due to the need for end users to manually collect and package debugging information, which can be time-consuming, error-prone, and requires technical expertise, especially when developers lack direct access.

Innovation Solution

Using declarative specifications, such as YAML or JSON files, to automate the retrieval of debugging information, allowing end users to easily understand and execute data retrieval tasks without writing scripts, leveraging operators in Kubernetes environments for execution.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If end users manually collect and package debugging information, then debugging data can be obtained, but the process is time-consuming and error-prone

Engineering Contradiction:
Improveaccuracy of debugging information collectionVSAvoidtime required for debugging information collection
Core Design Contradiction:
ReliabilityVSLoss of time

Solution Approach 1:

The patent applies preliminary action by providing end users with pre-written scripts that have been prepared in advance by developers. These scripts contain pre-defined instructions for collecting and packaging debugging information, eliminating the need for users to manually perform time-consuming and error-prone collection tasks while ensuring accurate and consistent data gathering.

Inventive Principle:
Principle #10Preliminary action

2Productivity

If developers provide scripts for end users to execute, then data retrieval is automated, but users must execute unfamiliar scripts they do not understand

Engineering Contradiction:
Improvespeed of debugging information retrievalVSAvoiduser understanding of execution process
Core Design Contradiction:
ProductivityVSEase of operation

Solution Approach 1:

The patent applies the intermediary principle by introducing a specification file that serves as a mediator between the developer's intent and the end user's execution. The specification file contains human-readable declarative descriptions of what data to collect and how to package it, allowing users to understand the purpose and process without needing to comprehend the underlying complex scripting logic.

Inventive Principle:
Principle #24Intermediary (Mediator)

3Adaptability or versatility

If developers manually write scripts for each debugging scenario, then specific debugging tasks can be automated, but it consumes unnecessary amounts of time and computing resources

Engineering Contradiction:
Improvecustomization of debugging data retrievalVSAvoiddeveloper time and resource consumption
Core Design Contradiction:
Adaptability or versatilityVSProductivity

Solution Approach 1:

The patent applies universality by creating a specification file format that can handle multiple debugging scenarios and data types through a single standardized structure. This universal specification approach allows the same framework to accommodate various debugging needs (different data sources, formats, and destinations) without requiring developers to write separate scripts for each scenario, thereby reducing time and resource consumption while maintaining adaptability.

Inventive Principle:
Principle #6Universality (Multi-functionality)

Data Source

PatentUS12561226B2Automatically retrieving debugging information based on a declarative specification for debugging a software application
Publication Date: 2026.02.24 RED HAT INC
  • US12561226B2 patent drawing
  • US12561226B2 patent drawing
  • US12561226B2 patent drawing

AI summary

A computer can receive, by a software program executing on the processing device, a specification file drafted by a developer of a software application, the specification file having a declarative format and indicating a series of data retrieval tasks to be performed as part of a debugging process for debugging a problem with the software application. The computer can determine operations based on the series of data retrieval tasks indicated by the specification file, the operations being executable to perform the tasks. The computer can execute the one or more operations to perform the data retrieval tasks. By performing the data retrieval tasks, the computer can retrieve debugging information associated with one or more containers associated with the software application. The computer can transmit the retrieved debugging information to a debugging entity for use in debugging the problem with the software application.