A programming language framework may be enhanced to provide for dynamic validation. Dynamic validation allows the validator function for any variable to be selected at runtime rather than statically declared at programming-time. Instead of annotating a variable with an annotation that refers to a specific validator function or constraint type, programmers can annotate a variable with an annotation that indicates that the validator function will be selected dynamically at runtime. When a runtime instance of the variable is created, the programming language framework may identify the dynamic validation annotation on the variable, and then use the runtime values in the variable to determine which validator function(s) should be used.

Case management systems and techniques are disclosed. In various embodiments, for each of a plurality of case nodes comprising a case model a trait definition comprising a corresponding set of traits associated with that case node is received. The respective trait definitions are used to bind each set of traits to the case node with which the set of traits is associated in case instances created based on the case model.

Provided methods and systems allow dynamic rendering of a reflexive questionnaire based on a modifiable spreadsheet for users with little to no programming experience and knowledge. Some methods comprise receiving a modifiable spreadsheet with multiple rows, each row comprising rendering instructions for a reflexive questionnaire from a first computer, such as a data type cell, statement cell, logic cell, and a field identifier; rendering a graphical user interface, on a second computer, comprising a label and an input element corresponding to the rendering instructions of a first row of the spreadsheet; receiving an input from the second computer; evaluating the input against the logic cell of the spreadsheet; in response to the input complying with the logic cell of the spreadsheet, dynamically rendering a second label and a second input element to be displayed on the graphical user interface based on the logic of the first row.

A programming language framework may be enhanced to provide for dynamic validation. Dynamic validation allows the validator function for any variable to be selected at runtime rather than statically declared at programming-time. Instead of annotating a variable with an annotation that refers to a specific validator function or constraint type, programmers can annotate a variable with an annotation that indicates that the validator function will be selected dynamically at runtime. When a runtime instance of the variable is created, the programming language framework may identify the dynamic validation annotation on the variable, and then use the runtime values in the variable to determine which validator function(s) should be used.

Methods, systems, and computer-readable media are provided for configuration-driven application deployments. An example method can include obtaining a platform-agnostic application configuration including a plurality of application components that can be interpreted by a plurality of system-specific application platforms to dynamically render different applications; based on the platform-agnostic application configuration, generating, by a computing device using a system-specific application platform, an application including a platform-specific interpretation of the platform-agnostic application configuration; and executing the application at the computing device.

Systems and methods of computer program code or business process design pattern recognition are provided. In embodiments, a method includes identifying, by the computing device, predefined elements and relationships between the elements in a digital industry product based on stored rules; generating, by the computing device, a diagram based on stored image rules, the diagram including graphical notations and text-based information representing the elements and the relationships between the elements; removing, by the computing device, the text-based information from the diagram to produce a modified diagram; and determining, by the computing device, that the modified diagram includes at least one predetermined pattern from a plurality of stored patterns using image object detection.

Techniques and solutions are described for automatically refactoring code. In particular, disclosed technologies provide for automatically refactoring code that includes function calls, which can be to particular types of functions, such as external functions or functions that are not member functions of a class. For code to be refactored, an interface and a class are created. The class implements the interface. Method declarations corresponding to the function calls being refactored are added to the interface and the class. Code is added instantiating an object of the class. Implementations for the methods in the class can call the functions called by the source code being refactored, or can include code implementing the functionality of the called functions. Refactored code has function calls replaced with calls to corresponding methods of the interface.

Described herein is a computer implemented method. The method comprises receiving, by an issue tracking system, a deployment update from a deployment system which includes deployment information in respect of one or more issues maintained by the issue tracking system. The method further comprises associating one or more issues maintained by the issue tracking system with deployment information by identifying the one or more issues to which the deployment information in the deployment update relates, extracting the deployment information from the deployment update, and associating the deployment information with each of the identified issues.

A context of one or more interactions is determined. Base objects are transformed into interpreted objects by interpreting the base objects based on evaluation of the context, and by resolving references of the base objects relative to domain model types and concepts, each of the base objects modeled using a same declarative modeling language, the same declarative modeling language enabling transitions between the interpreted objects, at least one of the interpreted objects including at least one post-condition providing hooks for transition policies which allow the at least one of the interpreted objects to be logically chained in a non-linear process. Transitioning between at least two of the interpreted objects by chaining the at least two interpreted objects based on a particular post-condition of a particular interpreted object to create at least a portion of a particular non-linear process. At least a portion of the particular non-linear process is executed.

The invention relates to a measuring device comprising a sensor for the high frequency detection of a measurement variable, such as sound, structure-borne noise, current, voltage, optical or magnetic measurement values and the like, with an operator network comprising at least one operator. The invention also relates to an operator network having a notification operator, a machine control operator and/or a difference operator, as well as to the operators. In addition, the invention relates to methods or devices for identifying events in a material-processing and/or material production process on the basis of a multidimensional data stream obtained