Computer-implemented techniques for deriving many idiomatic programming language interfaces. The techniques allow a programmer to provide idiomatic interfaces in many different programming languages without extra per-language effort. The techniques provide a solution to technical problems involved in providing idiomatic interfaces in many different programming languages. In particular, the techniques solve the problem of providing idiomatic interfaces that use the different definitional elements required by different programming languages, and in a way that programmers experienced in the language expect.

An integrated development environment (IDE) system that may provide runtime validation, and incremental compilation and linking of multiple schema resources for a query language such as e.g., GraphQL. The runtime validation may be performed during the incremental compilation and linking process. If errors in the source code are detected during the runtime validation process, the compilation and linking process may be stopped without generating runtime objects.

A device may receive source code and identify, based on the source code, an abstract syntax tree representing an abstract syntactic structure of the source code. Based on the abstract syntax tree, the device may identify a closure, the closure implementing a function based on at least a portion of the abstract syntax tree. In addition, the device may perform an action based on the closure.

Disclosed herein is a compiler parsing technique that makes use of a “card game” mechanic to parse through tokens and generate an output that is inserted into a tree data structure and processed bottom-up. The technique is a non-recursive a parser & lexer. The processing is less computationally expensive than prior, recursive methods such as top down operator precedence. Simpler embodiments employ card solving of simple formulas, and more advanced embodiments implement tree processing structures that implement a card solver parsing technique at each node (or a subset of nodes) of the tree processing structures. In some embodiments, different nodes of a tree processing structure are routed to different processors (e.g., a CPU or a GPU) based on the degree of parallelism available in each node in order to improve parsing, compute, evaluation and compiling times.

A method includes receiving a high-level function in a high-level code of an application is received. The method also include identifying resources in a hardware to execute a set of low-level instructions that is generated from the high-level function in the high-level code. One or more processing operations are determined to be performed that is associated with the high-level function in the high-level code. The determining of the one or more processing operations occurs based on architecture of the hardware. The high-level function in the high-level code of the application is compiled into the set of low-level instructions to be executed on the hardware. A plurality of structured metadata is generated and includes information associated with the determining resources in the hardware and further includes information associated with the determining one or more processing operations.

The present application is directed towards systems and methods for cluster-based code analysis and transformation. Cluster-based analysis may group code objects based on their similarity across functional areas, such as where a code object is cloned in multiple areas (e.g. sort functions that are duplicated across areas, or reports or tables that are identical). In some implementations, objects may be grouped into clusters by type, or based on reading from or writing to a common table. In some implementations, clustering at different layers may be possible.

A system and method for identifying the paths or connections (i.e., term lineage) through which the values of business terms move or flow through a single software application. The term lineage identification system and method identifies the business terms from a data model extracted from source code, and then generates an enriched architecture diagram therefrom. The operator then selects one or more business terms that form part of a term lineage project, and then the system, based on the selection, generates or creates a term lineage diagram so as to discover and view the term lineage of the selected business terms.

A method, non-transitory computer readable medium, and chat management server apparatus that receives a search request via a search panel provided in response to a user interaction with a chat panel. A token including a special character is generated based on search text in the search request or a unique identifier for one of a plurality of items identified based on a search performed using the search text. The token is provided to a source of the search request for inclusion in the chat panel as a hyperlink. A preview panel request including the token is received in response to a user interaction with the hyperlink. Content for the items or for the one item is retrieved based on the special character included in the token. The content is provided to a source of the preview panel request.

The present disclosure relates to a smart contract processing method and a system, and a readable storage medium. By segmenting a function requiring performance analysis, establishing a symbol calculation model and calculating a GAS consumption formula, and performing further optimization, a GAS value consumed by the execution of a program containing a polynomial cycle can be automatically calculated, or a GAS value consumed by the execution of a program containing a non-linear cycle can be calculated with minimal human assistance, so as to reflect the performance thereof.

Techniques for an ultra-fact software compilation of source code are provided. A compiler receives software code and may divide it into code sections. A map of ordered nodes may be generated, such that each node in the map may include a code section and the order of the nodes indicates an execution order of the software code. Each code section may be compiled into an executable object in parallel and independently from other code sections. A binary executable may be generated by linking executable objects generated from the code sections. The methodology significantly differs from existing source code compilation techniques because conventional compilers build executable sequentially, whereas the embodiments divide the source code into multiple smaller code sections and compile them individually and in parallel. Compiling multiple code sections improves the compilations in order of magnitude from conventional techniques.