Abstract: A user interface (UI) feature assists users in comparing items and making purchase decisions. One or more attributes for results of a search query are dynamically identified and ranked for presentation within the UI so that a user easily compares products based on features of interest. Additionally, other content of the UI, such as product images, rankings, etc. are dynamically ranked based on the search query and/or user context and presented in an order of relevance so that the user quickly identifies information for making meaningful shopping decisions.

Abstract: Systems and methods are described herein for translating code segments from one high-level programming language to another. The system may maintain any suitable number of decoding computing modules each configured to translate code of a corresponding language to an intermediate configuration object that represents an abstracted version of the code that identifies the operations performed on one or more variables and the order by which these operations are performed in the code. The intermediate configuration object can be used to generate new code segments expressed in different programming languages. In some embodiments, generating the a new code segment in a given programming language from the intermediate configuration object can be performed by an encoding computing module that is specific to that language.