A system and method to automatically generate source code for a software microservice executable in a computing environment. A configuration specification defining the characteristics of the microservice is received. Based on the specification, at least one pattern template for the microservice is selected from a repository of templates. The pattern templates provide source code patterns usable to build the microservice. A first set of source code for a first software project is outputted and corresponds to a first aspect of the microservice, the first aspect including a definition for an interface. A second set of source code for a second software project is also outputted that corresponds to a second aspect of the microservice, the second aspect relates to a function of the microservice.

A document processing framework (DPF) for robotic process automation (RPA) is provided. The DPF may allow plug-and-play use of different vendor products on same platform, where users can setup a basic schema for document processing and document understanding workflow. The DPF may allow users to define a taxonomy, digitize a file, classify the file into one or more document types, validate the classification, extract data, validate the extracted data, train classifiers, and/or train extractors. A public package may be provided that can be used by software developers to manage the DPF and build their own classifier and extractor components.

Case management systems and techniques are disclosed. In various embodiments, searching case instances is facilitated. An indication to create a composite index across hierarchical case nodes comprising a case model is received. Case instance data associated with the case model is used to generate the composite index. The composite index is made available to be used to optimize searches of a plurality of case instances with which the case instance data is associated.

A computer system for automated model integration of an information model with a corresponding application includes: an information model server for exposing an information model to a consumer, the exposed information model including model-elements for exposing types or classes, and for exposing instances of types or classes and their member-values; an application component for providing application code augmented with mapping descriptions defining how an internal information model of the application is mapped to the exposed information model; and a model integration component that: registers internal information model-elements to be exposed; maps the registered internal information model-elements to exposed information model-elements in accordance with the mapping descriptions; and updates an information model-element by: detecting a change of an internal or exposed information model-element; determining a synchronization direction; and performing match-making to determine a model-element corresponding to the changed model-element by using signatures of the corresponding information model-elements.

A single presentation logic that is independent of a user interface framework is provided. Also provided is a protocol to interface the single presentation logic to the user interface framework. A plurality of user interfaces is configured to be plugged to the single presentation logic.

A method for personalizing content and functionality in a computer application includes: learning user behavior based on detected input and feature usage by analyzing communication requests and response between client device and application services; creating a product adoption learning model based on user behavior and profile by applying training algorithm of feature usage in relation to user behavior following the feature usage of the user throughout the user lifecycle; and determining feature adoption schedule and time window and applying the adoption learning model based on user behavior, user profile and feature usage.

The invention provides a method for realizing multi-channel recording based on an Android system and an audio system, wherein the audio system sequentially comprises a recording application module, an audio framework module, an audio library, a hardware abstraction module and an audio driver module in a kernel, wherein the method comprises: the hardware abstraction module calling an audio recording interface, so that the audio framework executes a multi-channel recording operation through the audio interface; the audio framework module being configured to support a multi-channel recording function; and the recording application module being configured to support transmission of multi-channel recording parameters. The requirement of a user for achieving the multi-track recording function in the Android system can be met, and the defect that in the prior art, the intelligent device, based on the Android system only supports a single-channel or double-channel recording function is overcome.

A system includes determination of a component state tree of an application, determination of a node of the component state tree, where all child nodes of the node have been refactored to comprise an immutable model, determination of a consumer component associated with invalid access to a state of the node, and modification of the access to the state of the node by the consumer component.

Software feature metadata objects and software artifact search, identification, and tracking is provided herein. A software artifact can have an associated software feature metadata object. A software feature metadata object can include metadata describing or defining at least in part the software artifact. The software feature metadata object can include one or more defined queries for identifying the software artifact in applications or programming code. The software feature metadata object can include one or more identifiers for composite software artifacts which integrate the software artifact corresponding to the software feature metadata object. The software feature metadata object can be accessed to obtain metadata about the corresponding software artifact for tracking usage, integration, or other activities, which can be provided for reporting or analysis. The software feature metadata object can include a multiplicity of metadata, such as identification queries, for multiple application sources where the software artifact may be integrated.

An interactive graphic design system design interface is described to enable design users to create a variant component that links multiple design elements as variants, where each variant represents a state or version of a run-time object, feature or user-interface.