Real-time visualization of complex software architecture
An example operation may include one or more of storing software architecture diagrams in a data store, receiving runtime data from a plurality of different software systems within a software architecture, the runtime data comprising descriptions of events that occur during runtime between the different software systems of the software architecture, generating a diagram of the software architecture based on execution of a multi-modal generative artificial intelligence (GenAI) model on the runtime data and the software architecture diagrams stored in the data store, and displaying the diagram of the software architecture via a user interface.
1 . An apparatus comprising:
a memory storing software architecture documents; and
a processor coupled to the memory, the processor configured to:
execute a plurality of different software systems on a host platform,
log runtime data from the plurality of different software systems as the plurality of different software systems execute within a log file stored in the memory, the runtime data comprising descriptions of events that occur between the plurality of different software systems,
generate a diagram which visually depicts the plurality of different software systems within a software architecture and edges annotated with runtime actions that occur between the plurality of different software systems based on execution of a multi-modal generative artificial intelligence (GenAI) model on the runtime data in the log file and the software architecture documents, and
display the diagram via a user interface.
2 . The apparatus of claim 1 , wherein the processor is configured to generate a unified markup language (UML) diagram via the GenAI model, wherein the UML diagram comprises text and graphics that describe a plurality of different architecture diagrams of the software architecture.
3 . The apparatus of claim 2 , wherein the processor is configured to generate the diagram based on the UML diagram and based on the software architecture documents via a second process of the GenAI model.
4 . The apparatus of claim 1 , wherein the runtime data comprises at least one of calls, data flows, and communications between the plurality of different software systems, and the processor is configured to fit the plurality of different software systems together to generate a complete diagram of the software architecture based on the execution of the GenAI model.
5 . The apparatus of claim 1 , wherein the processor is further configured to receive feedback about the diagram via the user interface, and retrain the GenAI model based on the diagram and the feedback.
6 . The apparatus of claim 1 , wherein the processor is configured to generate the diagram via a software application and render the diagram via a viewer of the software application displayed on the user interface.
7 . The apparatus of claim 1 , wherein the processor is configured to receive descriptions of a plurality of application programming interfaces (APIs) of the software architecture, and generate the diagram based on execution of the GenAI on the descriptions of the plurality of APIs.
8 . The apparatus of claim 1 , wherein the processor is further configured to display a prompt on the user interface, receive a response to the prompt via the user interface, and generate the diagram based on the prompt and the response to the prompt.
9 . The apparatus of claim 1 , wherein the processor is further configured to detect a component missing from the software architecture based on the execution of the GenAI model, and output a description of the component on the user interface.
10 . The apparatus of claim 1 , wherein the processor is further configured to train the GenAI model to generate the diagram by executing the GenAI model on a corpus of architecture documents that include text and images related to the text.
11 . A method comprising:
storing software architecture documents in a memory;
executing a plurality of different software systems on a host platform,
logging runtime data from the plurality of different software systems as the plurality of different software systems execute within a log file in the memory, the runtime data comprising descriptions of events that occur between the plurality of different software systems;
generating a diagram which visually depicts the plurality of different software systems within a software architecture and edges annotated with runtime actions that occur between the plurality of different software systems based on execution of a multi-modal generative artificial intelligence (GenAI) model on the runtime data in the log file and the software architecture documents; and
displaying the diagram via a user interface.
12 . The method of claim 11 , wherein the generating comprises generating a unified markup language (UML) diagram via the GenAI model, wherein the UML diagram comprises text and graphics that describe a plurality of different architecture diagrams of the software architecture.
13 . The method of claim 12 , wherein the generating comprises generating the diagram based on the UML diagram and based on the software architecture documents in the memory via a second process of the GenAI model.
14 . The method of claim 11 , wherein the runtime data comprises at least one of calls, data flows, and communications between the plurality of different software systems, and the generating comprises fitting the plurality of different software systems together to generate a complete diagram of the software architecture based on the execution of the GenAI model.
15 . The method of claim 11 , wherein the method further comprises receiving feedback about the diagram via the user interface, and retraining the GenAI model based on the diagram and the feedback.
16 . The method of claim 11 , wherein the generating the diagram comprises generating the diagram via a software application and rendering the diagram via a viewer of the software application displayed on the user interface.
17 . The method of claim 11 , wherein the logging comprises logging descriptions of a plurality of application programming interfaces (APIs) of the software architecture, and the generating the diagram based on execution of the GenAI on the descriptions of the plurality of APIs.
18 . The method of claim 11 , wherein the generating further comprises displaying a prompt on the user interface, receiving a response to the prompt via the user interface, and generating the diagram based on the prompt and the response to the prompt.
19 . A non-transitory computer-readable medium comprising instructions stored therein, when executed by a processor, cause the processor to perform:
storing software architecture documents in a memory;
executing a plurality of different software systems on a host platform;
logging runtime data from the plurality of different software systems as the plurality of different software systems execute within a log file in the memory, the runtime data comprising descriptions of events that occur between the plurality of different software systems;
generating a diagram which visually depicts the plurality of different software systems within a software architecture and edges annotated with runtime actions that occur between the plurality of different software systems based on execution of a multi-modal generative artificial intelligence (GenAI) model on the runtime data in the log file and the software architecture documents; and
displaying the diagram via a user interface.
20 . The non-transitory computer-readable medium of claim 17 , wherein the generating comprises generating the diagram based on a unified markup language (UML) diagram and based on the software architecture documents in the memory via a second process of the GenAI model.