The present disclosure provides methods and systems for instrumenting a “semantic stack trace” (SST), where semantic information and dependency relationships between a plurality of code elements (“elements”) are captured during runtime execution of various front-end declarative languages, and are subsequently extracted for display in a SST-enabled interactive user interface with traversing capability. Embodiments of the present invention enable a framework for traversing and debugging complex code, providing an unprecedented lens into understanding code behavior in mixed imperative and declarative construction languages.

A mechanism is provided in a data processing system for identifying a logic problem to be solved in an input text. A parser executing in the data processing system parses the input text to identify entities in the input text. A statistical analysis component executing in the data processing system determines statistical relationships between pairs of entities in the input text to form a set of statistical relationships. A logic problem detection engine executing in the data processing system determines whether the set of statistical relationships includes a high density of standard relationships and one or more outlier relationships. Responsive to determining that the set of statistical relationships includes a high density of standard relationships and one or more outlier relationships, the mechanism presents an indication that the input text includes a logic problem to a user.

Techniques for assigning applications to virtual machines (VMs) using constraint programming are disclosed. The applications are associated with application groups. The assignment problem requires that each application of a particular application group be assigned to a VM hosted by a same machine. A data model, for application to a constraint programming solver, formulates the assignment problem as a set of constraints for a solution to be found. The data model includes a set of data model elements corresponding to the applications to be processed. The data model includes a set of data model elements corresponding to the VMs. The data model includes a set of constraints that limits assignment of any particular application to a VM corresponding to a tenant associated with the particular application. The set of constraints further limits assignment of applications corresponding to a same application group to VMs executing on a same machine.

In accordance with an embodiment, described herein are systems and methods for use with business process management (BPM) systems or environments, including software development tools for developing software applications that are associated with business processes (business process software applications, business process applications, process applications, or processes). In accordance with an embodiment, the system comprises a column-based process editor and graphical user interface, that can utilize a column-based format to model and display a process, for example a dynamic process, which can subsequently be deployed and executed within the system or environment. For example, the column-based process editor and graphical user interface can include various graphical elements to indicate configured properties of artifacts of a dynamic process. Interaction with the graphical elements enables users to review, edit, and/or remove particular properties associated with the dynamic process.

Disclosed herein are system, method, and device embodiments for implementing dynamic codeless logging in an integration platform system. An integration platform may provide a declaratively-configurable asset pre-configured to implement a logging functionality associated with a log point, package the declaratively-configurable asset within an integration application, and receive a selection of the log point associated with the declaratively-configurable asset. In addition, the integration application may generate log information corresponding to the log point based on the selection of the log point and the logging functionality. Further, the integration platform may present the log information within a graphical user interface.

The present invention provides a mechanism capable of creating, in a simplified manner, a safety program in accordance with a safety use. A program creation assistance device assists in creation of the safety program to be executed by a safety controller. The program creation assistance device selects a safety use of the safety program to be created in accordance with user input, determines, based on the safety use selected, an input block to which a safety input signal from an input device is assigned and a functional block that implements a safety function suitable for the safety use selected, the input block and the function block making up the safety program, provides an unfinished safety program in a programmable manner, the unfinished safety program including the blocks determined, and supplements the unfinished safety program to create the safety program in accordance with user input.

The present invention provides a mechanism for adding a disabling function that satisfies a safety standard to a safety program in a simplified procedure. A program creation assistance device that assists in creation of a safety program to be executed by a safety controller creates a safety program including an input block to which a safety input signal from an input device is assigned, a functional block that implements a safety function, and an output block that outputs a safety output signal, and adds, to the safety program created, a plurality blocks and connections between the plurality of blocks in accordance with an instruction from a user, the plurality of blocks and the connections between the plurality of blocks being configured to implement a disabling function that disables the safety input signal when a predetermined condition is satisfied in the safety program.

The present disclosure describes methods, systems, and computer program products for performing integration logic programming. One computer-implemented method includes receiving, by operation of a middleware system, first information in a first format corresponding to a first application, applying, by operation of the middleware system, one or more integration logic programming (ILP) patterns to the first information, the one or more ILP patterns representing application integration semantics using a logic programming language, generating, by operation of the middleware system, a second information in response to applying the one or more ILP patterns to the first information, and outputting, by operation of the middleware system, the second information in a second format corresponding to a second application.

In an embodiment, a data processing method comprises creating and storing a plurality of analytical notebooks in digital computer storage, wherein each of the analytical notebooks comprises notebook metadata that specifies a kernel for execution, and one or more computational cells, wherein each of the cells comprises cell metadata, a source code reference and an output reference; receiving, in association with a first cell among the one or more cells, first input specifying computer program source code of a function, wherein the function defines an input dataset, a transformation, and one or more variables associated with output data; storing the first cell, excluding the output data, using a first digital data storage system and updating the source code reference to identify the first data storage system; using the kernel specified in the notebook metadata, executing an executable version of the source code to result in generating the output data; storing the output data using a second digital data storage system that is separate from the first digital data storage system and updating the output reference to identify the second data storage system.

An application builder system includes an application builder server and a client-side application builder. The application builder server may receive, from a tenant user device, a request to store a data structure corresponding to a container component. The application builder server may identify one or more attributes of the data structure corresponding to a declarative use feature of the server. The application builder server may determine whether the data structure satisfies the declarative use feature of the server based on the attributes. The application builder server may expose the container component on the user interface based on the declarative use feature of the server. As such, a developer may upload a custom container component for use in an application builder application. Other users may download the custom container components and use the custom container component on the application builder application.