Abstract: A device may include one or more processors. The device may receive program code that identifies operations to be performed with regard to a data set to determine an output value. The device may identify a plurality of read operations corresponding to the operations. The plurality of read operations may be performed to obtain respective inputs of the operations. The device may generate a first data structure that identifies the operations and the plurality of read operations. The device may identify two or more operations, of the operations, that receive a particular input. The device may generate a second data structure that includes a combined operation. The combined operation may be generated based on the two or more operations, and may be associated with fewer read operations than the two or more operations. The device may determine the output value based on the second data structure.

Abstract: In an embodiment, a method allows interacting with a textual programming language in a development environment. The development environment includes a first field and a second field related to the first field. An entry for the first field is received at the development environment. One or more required programming structure attributes for the second field are determined based on the entry for the first field. A first GUI of one or more input suggestions for the second field is generated. The one or more input suggestions for the second field comply with the one or more required programming structure attributes for the second field. The first GUI is displayed in connection with the textual programming language to illustrate one or more input suggestions for the second field.