Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-readable storage media, for incorporating opinion information with semantic graph data. In some implementations, semantic graph data indicating objects relationships among the objects is stored. Opinion data indicating user sentiment with respect to the objects is generated. A particular object of the objects indicted by the semantic graph is identified. An opinion measure for the particular object is determined based on the generated opinion data. Output data is provided to a client device for presentation, where the output data is generated based on the opinion measure for the particular object.

Abstract: Data engine integration and data refinement are described. The actions include receiving, by a data refinement engine, a request for data. The actions include determining a first amount of processing to be performed by the data refinement engine and a second amount of processing to be performed by one or more processors of a data source that include a plurality of data nodes. The actions include transmitting, by the data refinement engine, code to the plurality of data nodes of instructions associated with the second amount of processing. The actions include receiving, by the data refinement engine and from the plurality of data nodes, unprocessed first data and processed second data. The actions include processing, by the data refinement engine, the unprocessed first data. The actions include, in response to the request for data, transmitting, by the data refinement engine, the processed first data and the processed second data.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for high-throughput parallel data transmission. In some implementations, a data connector module is configured to provide an application server with access to a data set of unstructured data. One or more computers receive a first request associated with a first application or service, and data identifying a second application or service different from the first application or service. A plurality of second requests are generated and distributed to processing nodes to generate results for the second requests. Result data derived from the results for the second requests to the second application or service.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for inferring joins for data sets. In some implementations, a first data table and a second data table are identified. A first subset of records are selected from the first data table and a second subset of records are selected from the second data table. For fields of the first subset and the second subset, sets of feature values are generated indicating characteristics of the data in the fields. Based on the sets of feature values, one or more similarity score are determined, with each similarity score indicating a similarity of a column in the first data table with respect to a column in the second data table. Based on the one or more similarity scores, data indicating a recommendation to join one or more columns of the first data table with one or more columns of the second data table is provided for output by a computing device.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for enforcing policies for computing devices. In some implementations, content for presentation by an electronic device is received. Context data indicating a current context of the electronic device is obtained. Policy data indicating a policy corresponding to at least one of the electronic device, a user of the electronic device, the content for presentation, or data associated with the content is accessed. The policy indicates one or more context-dependent limitations on presentation of the content by the electronic device. Presentation of the content by the electronic device is managed based on a set of actions the policy permits for the current context.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for enhanced preparation and integration of data sets. In some implementations, data indicating user input that identifies a first data set that includes streaming data and a second data set that includes non-streaming data is received. The first data set and the second data set are integrated to generate a hybrid data set. The data processing system provides access to the hybrid data set through a (i) non-streaming access channel that provides a periodically-refreshed summary of both the streaming data and the non-streaming data and (ii) a streaming access channel that provides a data stream based on combined data of the first data set and the second data set. One or more application programing interfaces are provided. The one or more application programming interfaces allow at least one client device to access the non-streaming access channel and the streaming access channel.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for integration of containers with external elements. In some implementations, a server environment is provided using one or more containers. The one or more containers include a first container that is an instance of a software image for an application or service. The first container is run such that the first container performs various operations. For example, access to one or more external elements that reside outside of the software image is initiated. Based on the one or more external elements, a configuration of the first container is changed from what is provided by the software image.

Abstract: Methods, systems, and apparatus, including computer programs stored on computer-readable media, for integrating electronic card display at a client via a software development kit (SDK) provided at one or more data servers are disclosed. A client-side application such as a web browser may request the SDK based on a code snippet included in a data file, such as a HyperText Markup Language (HTML) file for a web page. Once the SDK is received at the client, the client-side application may perform various functionalities enabled by the SDK, including determining terms in the data file that match keywords associated with electronic cards, requesting and receiving electronic card rendering data associated with the electronic cards, and modifying a display generated based on the data file to display an electronic card, upon detecting a trigger event in relation to a term within the web page that corresponds to the electronic card.

Abstract: Methods, systems, and apparatus, including computer programs stored on computer-readable media, for retrieving relevant information content while typing are disclosed. Upon identifying text being entered by a user into a text field of a typing-enabled application, one or more keywords may be determined that match the text. The matching keywords may be presented for selection. Upon receiving a selection of a keyword, an information card related to the selected keyword may be retrieved and presented. In addition to presenting the information card, information content associated with the information card may be inserted into the text field of the typing-enabled application.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-readable storage media, for providing information cards using semantic graph data. In some implementations, semantic graph data for a semantic graph is stored, where the semantic graph data indicates objects and relationships among the objects, and the objects include a card object that represents characteristics of an information card. A request is received from a client device, and the request is processed using the semantic graph data. Data for the information card is provided to the client device based on the card object indicated by the semantic graph data.

Abstract: Methods, systems, and apparatus, including computer programs stored on a computer storage medium, for providing a dynamic contextual library. In some implementations, an interactive element is provided for display in a user interface. Context data that indicates a context of one or more computers is generated. Document data indicating a subset of documents from a document collection associated with a user is obtained, with the subset of documents being selected from the document collection based on the context data. After obtaining the data indicating the subset of documents, data indicating user interaction with the interactive element is received. Data identifying the subset of documents for display is provided in response to receiving the data indicating user interaction with the interactive element.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for proximity-based access. In some implementations, a computing device detects an attempt to access the computing device while the computing device is in a secured state. In response to detecting the attempt to access the computing device, the computing device sends a first message to a server system over a network. After sending the message, the computing device receives a second message from the server system over the network, the second message comprising authentication data for the computing device. The computing device determines that a mobile device that was previously designated as an authentication factor for accessing the computing device is located within a predetermined level of proximity of the computing device, and the computing device grants access to the computing device.

Abstract: Methods, systems, and apparatus, including computer-readable media, for authentication requests from third party interfaces. In some implementations, an information request is received to an information system from a computing system that provides a natural language interface, wherein the information request is associated with a user, and (ii) a token corresponding to the information request. In response to receiving the information request, a user data request and the token corresponding to the information request are sent for requesting user profile information for the user associated with the information request. A user identifier is extracted from user profile information received from the trusted profile provider system. A user identity is identified for the user based on a match between the extracted user identifier and a user identifier in a user registry associated with the information system. The information request is processed based on the identified user identity.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for backup, restoration, and migration of computer systems. In some implementations, data from a first server environment is obtained. A data package is generated that includes configuration data, data objects, and/or metadata from the first server environment organized in a predetermined arrangement. Data indicating (i) a destination on which to deploy the archived data from the first server environment and (ii) one or more characteristics of the destination is received. Mapping data that specifies a mapping of elements in the predetermined arrangement to elements of server environments having the one or more characteristics is accessed. Server environment data derived from the data package is deployed, the server environment data being deployed to the destination and arranged at the destination in a manner specified by the mapping data.

Abstract: Methods, systems, and apparatus, including computer programs stored on computer-readable media, for inline and contextual delivery of content, which may include content selectively determined using private database content. In some implementations, interface data indicating text of a user interface of a electronic device is obtained. A particular term in the text of the user interface of the electronic device is determined to satisfy one or more criteria. Based on determining that the particular term satisfies the one or more criteria, the particular term is annotated to alter the appearance of the particular term in the user interface. After annotating the particular term, user interaction with the annotated term is detected and a card is provided for display in the user interface. The card can include information that corresponds to the term and that was determined using content from a private database for an organization of the user.

Abstract: Methods, systems, and apparatus, including computer programs stored on computer-readable media, for displaying contextually relevant information, comprising receiving cursor data comprising a location of a cursor on an electronic display, and determining a screenshot of at least a portion of the electronic display. One or more proximate alphanumeric characters may be determined in at least a portion of the screenshot based on the location of the cursor, and at least one of the proximate alphanumeric characters may be matched with one or more terms from a predetermined list of terms. An information card may be caused to be displayed on the electronic display based on the location of the cursor, the information card corresponding to the one or more terms from the predetermined list of terms.

Abstract: Methods, systems, and apparatus, including computer programs stored on computer-readable media, for generating context data for an information card are disclosed. Upon receiving a selection of a data element to include in an information card, a plurality of dimensional view types available for the data element are determined and provided to a user. Upon receiving a selection of a dimensional view type from the plurality of dimensional view types, a set of attributes associated with the dimensional view type are determined and provided to the user. A selection of an attribute from the set of attributes is received, and a dimensional view is generated based on the selection of the dimensional view type and attribute.

Abstract: Methods, systems, and apparatus, including computer programs stored on computer-readable media, generate contextually relevant electronic information cards. An indication to generate an electronic information card may be received from a user. In response to the indication, the electronic information card may be generated. A selection of a user interface field element may be received to add to the electronic information card at a location, and, in response to the selection, the user interface element may be added to the electronic information card at the location.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-readable storage media, for centralized platform management for multiple environments. In some implementations, a management system obtains configuration information for each of multiple computing environments. The management system stores the configuration information for the multiple computing environments in a repository and monitors actions that change configurations of the multiple computing environments. The management system provides an interface configured to provide information about the configurations of the multiple computing environments and to adjust the configurations of the multiple computing environments in response to input received through the interface.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer-readable storage media, for validation of mobile device workflows. In some implementations, a mobile device application to be tested is identified. An installation of the application on each of a plurality of remote mobile devices, including mobile devices having different hardware configurations and different operating system configurations, is initiated. Usage of the application by instructing the remote mobile devices to perform a series of operations using the application is simulated. Performance of the respective mobile devices during the simulated usage is measured. A document indicating performance of the application across the different mobile device configurations is generated.