Systems and methods for remediating failures in executing software code using code-failure taxonomy

A system for remediating failures in executing software code associated with a scientific or technical document using a code-failure taxonomy, the system comprising processing circuitry configured to:

• retrieve a scientific or technical textual document and associated software code configured to programmatically implement scientific or technical computational procedures described within the textual document;
• generate a feature descriptor identifying one or more scientific or technical features of the textual document and one or more corresponding code features of the software code;
• execute the software code, detect a code execution failure, and generate a failure signature comprising a descriptor of the detected execution failure;
• identify, based on the feature descriptor, a failure classification node in the code-failure taxonomy, wherein each node of the code-failure taxonomy contains at least one failure signature and a corresponding remediation strategy specifying one or more corrective actions;
• and
• in response to the failure signature of the software code matching the at least one failure signature associated with the identified failure classification node, perform the corresponding corrective actions.

A non-transitory computer readable medium storing thereon computer executable instructions for remediating failures in executing software code associated with a scientific or technical document using a code-failure taxonomy, including instructions for:

• retrieving a scientific or technical textual document and associated software code configured to programmatically implement scientific or technical computational procedures described within the textual document;
• generating a feature descriptor identifying one or more scientific or technical features of the textual document and one or more corresponding code features of the software code;
• executing the software code, detecting a code execution failure, and generating a failure signature comprising a descriptor of the detected execution failure;
• identifying, based on the feature descriptor, a failure classification node in the code-failure taxonomy, wherein each node of the code-failure taxonomy contains at least one failure signature and a corresponding remediation strategy specifying one or more corrective actions;
• and
• in response to the failure signature of the software code matching the at least one failure signature associated with the identified failure classification node, performing the corresponding corrective actions.