Abstract: A computer implemented method transforms data. Responsive to receiving a data transformation of an input string to an output string, a computer system identifies mappable tokens in the input string that are mappable to the output string. The computer system creates a set of initial mappings for a set of common tokens in the mappable tokens. The set of initial mappings maps the set of common tokens from the input string to the output string. The computer system creates a set of user mappings that maps the mappable tokens from input string to the output string using a user input to the set of initial mappings. The computer system generates program code that transform input strings to output strings using the set of user mappings that maps the mappable tokens from input string to the output string, wherein the program code is used to transform input strings to output strings.

Abstract: Methods, systems, and apparatus for determining that a native application limits access to the native application using account credential requirements, the native application generating an application environment for display on a user device within the native application and operating independent of a browser application that can operate on the user device; obtaining a set of account credentials for indexing environment instances of the native application; instantiating the native application with the set of account credentials; and accessing environment instances of the native application, and for each of the environment instances: generating environment instance data describing content of the environment instance, the content described by the environment instance data including text that a user device displays on the environment instance when the user device displays the environment instance; and indexing the environment instance data for the native application in an index that is searchable by a search en

Abstract: Methods, systems, and apparatus for determining that a native application limits access to the native application using account credential requirements, the native application generating an application environment for display on a user device within the native application and operating independent of a browser application that can operate on the user device; obtaining a set of account credentials for indexing environment instances of the native application; instantiating the native application with the set of account credentials; and accessing environment instances of the native application, and for each of the environment instances: generating environment instance data describing content of the environment instance, the content described by the environment instance data including text that a user device displays on the environment instance when the user device displays the environment instance; and indexing the environment instance data for the native application in an index that is searchable by a search en

Abstract: Methods and apparatuses are described for automatic generation of specifications for data access layer application programming interfaces (APIs). A server identifies an object-oriented data model comprising (i) a plurality of object structures containing one or more data elements and (ii) one or more relationships between at least two of the object structures. The server generates an API specification package using the object-oriented data model by identifying object structures to include in the API specification package, defining attributes for the API specification package, assigning data access operations to each identified object structure, creating data relationships between at least two of the identified object structures, and converting the identified object structures, the defined attributes for the API specification package, the assigned data access operations, and the created data relationships into one or more files that comprise the API specification package.

Abstract: Methods, systems, and apparatus for determining that a native application limits access to the native application using account credential requirements, the native application generating an application environment for display on a user device within the native application and operating independent of a browser application that can operate on the user device; obtaining a set of account credentials for indexing environment instances of the native application; instantiating the native application with the set of account credentials; and accessing environment instances of the native application, and for each of the environment instances: generating environment instance data describing content of the environment instance, the content described by the environment instance data including text that a user device displays on the environment instance when the user device displays the environment instance; and indexing the environment instance data for the native application in an index that is searchable by a search en

Abstract: A computing device may include a presence-sensitive display, at least one processor, and a memory storing instructions that, when executed by the at least one processor, cause the at least one processor to output, for display at the presence-sensitive display, a graphical keyboard including a plurality of keys and a suggestion region; determine, based on a selection of the suggestion region or one or more keys from the plurality of keys, a search query; retrieve one or more search results determined based on the search query; and output, in place of at least a portion of the graphical keyboard, a visual representation of a particular search result of the one or more search results.

Abstract: A computing device may include a presence-sensitive display, at least one processor, and a memory storing instructions that, when executed by the at least one processor, cause the at least one processor to output, for display at the presence-sensitive display, a graphical keyboard including a plurality of keys and a suggestion region; determine, based on a selection of the suggestion region or one or more keys from the plurality of keys, a search query; retrieve one or more search results determined based on the search query; and output, in place of at least a portion of the graphical keyboard, a visual representation of a particular search result of the one or more search results.

Abstract: A computing device may include a presence-sensitive display, at least one processor, and a memory storing instructions that, when executed by the at least one processor, cause the at least one processor to output, for display at the presence-sensitive display, a graphical keyboard including a plurality of keys and a suggestion region; determine, based on a selection of the suggestion region or one or more keys from the plurality of keys, a search query; retrieve one or more search results determined based on the search query; and output, in place of at least a portion of the graphical keyboard, a visual representation of a particular search result of the one or more search results.

Abstract: A computing device may include a presence-sensitive display, at least one processor, and a memory storing instructions that, when executed by the at least one processor, cause the at least one processor to output, for display at the presence-sensitive display, a graphical keyboard including a plurality of keys and a suggestion region; determine, based on a selection of the suggestion region or one or more keys from the plurality of keys, a search query; retrieve one or more search results determined based on the search query; and output, in place of at least a portion of the graphical keyboard, a visual representation of a particular search result of the one or more search results.