Abstract: To deliver up-to-date, coherent user data to applications upon request, the disclosed technology includes systems and methods for caching data and metadata after it has been synchronously loaded—for future retrieval with a page load time close to zero milliseconds. To provide this experience, data needs to be stored as locally to a user as possible, in the cache on the local device or in an edge cache located geographically nearby, for use in responding to requests. Applications which maintain caches of API results can be notified of their invalidation, and can detect the invalidation, propagate the invalidation to any further client tiers with the appropriate derivative type mapping, and refresh their cached values so that clients need not synchronously make the API requests again—ensuring that the client has access to the most up-to-date copy of data as inexpensively as possible—in terms of bandwidth and latency.

Abstract: To deliver up-to-date, coherent user data to applications upon request, the disclosed technology includes systems and methods for caching data and metadata after it has been synchronously loaded—for future retrieval with a page load time close to zero milliseconds. To provide this experience, data needs to be stored as locally to a user as possible, in the cache on the local device or in an edge cache located geographically nearby, for use in responding to requests. Applications which maintain caches of API results can be notified of their invalidation, and can detect the invalidation, propagate the invalidation to any further client tiers with the appropriate derivative type mapping, and refresh their cached values so that clients need not synchronously make the API requests again—ensuring that the client has access to the most up-to-date copy of data as inexpensively as possible—in terms of bandwidth and latency.

Abstract: Computer implemented methods and systems are provided for providing customized web pages that are customized for each user. A database can store first entries each being configured to store user information for each user, and second entries each being configured to store an identifier and customized content for each user (or alternatively a way to retrieve such customized content). A tree-like data structure is stored in cache and includes nodes that each store an identifier that refers to one of the second entries. After log in, the server system retrieves user information associated with the particular user and uses it to retrieve a particular identifier stored by a particular node. Using a corresponding one of the second entries that includes the particular identifier, particular customized content for the particular user can be retrieved and sent to a user system where it is used to display a particular customized web page for that particular user.

Abstract: A sharing model enables users to easily and conveniently create and share standard and custom database objects, and applications, among users or groups of users. The sharing model includes systems and methods that allow users to conveniently create and customize tabs and tab sets that define relationships between custom objects and fields, standard objects and fields, and applications. A tab visually represents a user interface into an element of an application or into a database object. Selection of a tab provides a user access to the object or element of the application represented by the tab. A tab set is a group of related tabs that work as a unit to provide application functionality. New tabs and tab sets may be defined and tab set views may be customized so that an end user can easily and conveniently switch between the various objects and application elements represented by the displayed tabs and tab set views.

Abstract: Disclosed are systems, apparatus, methods, and computer readable media for suppressing network feed activities using an information feed in an on-demand database service environment. In one embodiment, a message is received, including data indicative of a user action. An entity associated with the user action is identified, where the entity is a type of record stored in a database. A type of the entity is identified. It is determined whether the entity type is a prohibited entity type. When the entity type is not a prohibited entity type, the message data is saved to one or more tables in the database. The tables are configured to store feed items of an information feed capable of being displayed on a device. When the entity type is a prohibited entity type, the saving of the message data, to the one or more tables in the database configured to store the feed items, is prohibited.

Abstract: Various of the disclosed embodiments concern systems and methods for tracking virality and social lift of media content. In some embodiments, an analytics engine creates and tags URLs to media content using generation codes, time codes, or both. The codes and their respective values allow the analytics engine to determine whether trends or patterns exist in how media content is viewed and shared. The generation codes and time codes can be used instead of, or in addition to, conventional UTM codes. The generation code, time code, or both, can be used to determine which segments (e.g., generations, time periods) of viewers generate a profit, subsequent viewers, etc. For example, the analytics engine can determine when an advertising campaign for a piece of media content should be terminated, rather than simply indicating whether the campaign should continue.

Abstract: Various embodiments enable an image recognition system reduce the number image match candidates before running a full-fledged pair-wise match on all image match candidates. In order to accomplish this, each inventory image can be assigned to a group. For example, a title for a book sold by an electronic marketplace could be available in multiple languages, in multiple bindings, and the book could be available in print, audio book, or electronic book. Each one of these variations could be associated with its own similarly looking inventory image, each of which could be returned as a valid match to a query image for the book. Accordingly, the inventory images for these variations could be assigned to a group for the book and, instead of geometrically processing an image for each variation, the image match system can process a single image representing all of the variations.

Abstract: Systems and methods are provided for providing login as a service. A system receives, via a customer server, a request from a user computer to login to a customer application provided by the customer server. The system outputs a login form to the user computer, receives a modified login form from the user computer, and determines whether the modified login form enables the user computer to login to the customer application. If the modified login form enables the user computer to login to the customer application, the system notifies the customer server that the modified login form enables the user computer to login to the customer application.

Abstract: A method for data partitioning method includes defining a set of category levels associated with a plurality of entities stored within a first database, wherein the set of category levels is hierarchical (e.g., proceeding from higher to lower levels). Each of the plurality of entities is assigned to a category level within the set of category levels. One or more partition keys are defined for at least one of the category levels. The plurality of entities are then copied to a second database based on the set of category levels and the one or more partition keys.

Abstract: Disclosed are computer implemented methods, apparatus, systems, and computer readable media for providing information to an information feed associated with a group of an online social network. In some implementations, a network communication including a group address and data is received at a computing device. The group address is encoded to include a first identifier associating the network communication with a first user and a second identifier associating the network communication with the group. The group address is decoded to obtain the first identifier and the second identifier. At least a portion of the data in the network communication is provided as an information update to the information feed associated with the group, and the information update is included in the information feed for display on a display device.

Abstract: The disclosure herein provides systems, methods, and devices for determining and displaying market relative positions and/or attributes of unique items. A visualization system for generating electronic visualizations of market-relative attributes of unique items comprises an item selection receiver, a visualization compilation engine, and a rendering engine.

Abstract: Various embodiments described or referenced herein are directed to different methods, systems, and computer program products for providing contextual information regarding database records via a user interface. A user interface is provided in a browser in accordance with information received from one or more servers in communication with a database system storing records and contextual information. The user interface comprises a first component and a second component, the first component comprising data of a record stored in the database system, the second component comprising contextual information related to the record data. A modification to the record data is received. A request for updated contextual information is transmitted to the one or more servers, the request identifying at least a portion of the modification. The updated contextual information is received from the one or more servers and displayed in the second component without reloading the user interface.

Abstract: Several credit score management user interfaces that may comprise a credit score thresholds user interface, a credit score alert settings user interface, and several credit score alert notification user interfaces, enable a consumer to set and/or adjust credit score goals and warnings, and credit score alert settings. The credit score threshold visual interface may present one or more credit score thresholds (for credit score goals and/or warnings) for the consumer on a line graph. The consumer may set and/or adjust the credit score thresholds based on touch input. The user interfaces may be updated automatically in real-time in response to the touch input. Alerts may be generated and provided to the consumer based on alert settings, changes to the consumer's credit information, the credit score thresholds, and/or macroeconomic events or factors.

Abstract: Disclosed are examples of apparatus, methods, and computer readable storage media for providing a reminder regarding a feed item of an information feed of an online social network. In some implementations, an indication is received at a computing device. The indication is with respect to occurrence of an event in relation to a designated one of a plurality of feed items of the information feed of the online social network. In response to receiving the indication, data is provided to cause a display device to display a reminder component with the information feed in a user interface. The reminder component is configured to present information identifying the designated feed item.

Abstract: Approaches introduce a pre-processing and post-processing framework to a neural network-based approach to identify items represented in an image. For example, a classifier that is trained on several categories can be provided. An image that includes a representation of an item of interest is obtained. Rotated versions of the image are generated and each of a subset of the rotated images is analyzed to determine a probability that a respective image includes an instance of a particular category. The probabilities can be used to determine a probability distribution of output category data, and the data can be analyzed to select an image of the rotated versions of the image. Thereafter, a categorization tree can then be utilized, whereby for the item of interest represented the image, the category of the item can be determined. The determined category can be provided to an item retrieval algorithm to determine primary content for the item of interest.

Abstract: Some embodiments of the present invention include determining at least one input requirement of a dynamic object and associating the at least one input requirement with a group of related information in a database. The dynamic object may then be configured to operate based on information being accessed from the group of related information. This may include configuring the software code associated with the dynamic object to reflect each information as it is being accessed from the group of related information.

Abstract: Disclosed are methods, apparatus, systems, and computer-readable storage media for providing access to communities of users in an online social network. In some implementations, a server is configured to identify a user identity (ID), received from a computing device, as one of a plurality of first user identities (IDs) of first users belonging to a first community maintained on behalf of a first organization by a social networking system. The computing device can then be provided access to the first community. When a request to access a second community maintained on behalf of a second organization is received from the computing device, the user ID can be identified as one of a plurality of second user IDs of second users belonging to the second community. The computing device can then be provided access to the second community.

Abstract: Various computer-implemented systems and methods are provided here for purposes of smart messaging. A machine learning application can obtain message context data from a user device, and process the message context data to determine a predicted conversation pattern of the conversation that is taking place between the particular users. The message context data is indicative of context of a conversation taking place between particular users during a messaging session. Based on the predicted conversation pattern, the machine learning application can then determine options for suggested responses that are predicted to compete at least part of a response message as part of the conversation. Each of the options for suggested responses corresponds to the message context data indicative of the context of the conversation. In response to selection of one of the suggested responses, that suggested response can be displayed within a message field.

Abstract: Controlling access to sensitive data can be difficult during an application development effort. A developer may not be authorized to see the data that is to be used by the application. Credentials used in a development environment to access development data can require modification when the application is migrated to a deployed environment. Changing the code in the deployed environment increases risks of change induced incidents. The technology disclosed allows for the creation of a named credential object, where the credentials for different environments are stored, and where the named credential object is called by metadata. This allows the promotion of code from a development environment to a deployed environment without changes to code, and without giving access to sensitive data to the developer.