Abstract: Some embodiments process data as defined by a polymorphic data model. A server may provide the polymorphic data model to a client application from a datastore. The functionality or features of the client application may be controlled as a function of the polymorphic data model. The client application may thus provide different functionalities when provided with different polymorphic data models. Updates to the polymorphic data model may be used to update the client application's functionality without any updates to the client application's executable code.

Abstract: Some embodiments optimize a local, pending transaction queue of transactions locally executed by a client application to be synchronized with a server. Multiple transactions, which may be executed by the client application for a same local object, need to be synchronized with a server. The transactions, in queue for synchronization with the server, may include transactions to add, delete, or modify objects. Each set of transactions for a particular object in queue for synchronization with the server corresponds to a particular net effect on the server if synchronized individually to the server. The client application may replace the set of transactions for the particular object with a reduced set of transactions corresponding to the net effect, or entirely removed without replacement if there is no net effect of the set of transactions on the server.

Abstract: Some embodiments improve object accessibility within a user interface based on a set of access patterns associated with the object. Improving accessibility for an object may include positioning a shortcut for the object to allow for quick access to the object. Another example includes executing commands to traverse a user interface, without receiving user input, to display a screen for accessing the object. Another example includes establishing a connection for accessing the object prior to receiving a request to access the object. A trigger for improving the accessibility for the object may be programmed based on a set of conditions detected when the object was previously accessed. Thereafter, detection of the same set of conditions triggers an improvement in the accessibility for the object. When the set of conditions corresponding to the trigger is no longer detected, the system may revert back to the default accessibility for the object.

Abstract: Some embodiments process data as defined by a polymorphic data model. A server may provide the polymorphic data model to a client application from a datastore. The functionality or features of the client application may be controlled as a function of the polymorphic data model. The client application may thus provide different functionalities when provided with different polymorphic data models. Updates to the polymorphic data model may be used to update the client application's functionality without any updates to the client application's executable code.

Abstract: Some embodiments process data as defined by a polymorphic data model. A server may provide the polymorphic data model to a client application from a datastore. The functionality or features of the client application may be controlled as a function of the polymorphic data model. The client application may thus provide different functionalities when provided with different polymorphic data models. Updates to the polymorphic data model may be used to update the client application's functionality without any updates to the client application's executable code.

Abstract: Some embodiments locally cache search results received from a server in an object-agnostic data structure for the local execution of subsequent queries by a client application. The object-agnostic data structure stores objects returned, from a server, in a set of query results corresponding to one or more initial queries. The locally cached objects correspond to a partial set of the objects stored at a server. The object-agnostic data structure allows for the local execution of a subsequent query on the partial set of objects to generate a partial result set corresponding to the subsequent query. The partial result set for the subsequent query may be desired when the server is inaccessible or query executions on the server take longer than a threshold amount of time. The client application may update the partial result set with the complete result set received from the server upon availability of the complete result set.

Abstract: Some embodiments optimize a local, pending transaction queue of transactions locally executed by a client application to be synchronized with a server. Multiple transactions, which may be executed by the client application for a same local object, need to be synchronized with a server. The transactions, in queue for synchronization with the server, may include transactions to add, delete, or modify objects. Each set of transactions for a particular object in queue for synchronization with the server corresponds to a particular net effect on the server if synchronized individually to the server. The client application may replace the set of transactions for the particular object with a reduced set of transactions corresponding to the net effect, or entirely removed without replacement if there is no net effect of the set of transactions on the server.

Abstract: Some embodiments optimize a local, pending transaction queue of transactions locally executed by a client application to be synchronized with a server. Multiple transactions, which may be executed by the client application for a same local object, need to be synchronized with a server. The transactions, in queue for synchronization with the server, may include transactions to add, delete, or modify objects. Each set of transactions for a particular object in queue for synchronization with the server corresponds to a particular net effect on the server if synchronized individually to the server. The client application may replace the set of transactions for the particular object with a reduced set of transactions corresponding to the net effect, or entirely removed without replacement if there is no net effect of the set of transactions on the server.

Abstract: Some embodiments process data as defined by a polymorphic data model. A server may provide the polymorphic data model to a client application from a datastore. The functionality or features of the client application may be controlled as a function of the polymorphic data model. The client application may thus provide different functionalities when provided with different polymorphic data models. Updates to the polymorphic data model may be used to update the client application's functionality without any updates to the client application's executable code.

Abstract: Some embodiments process data as defined by a polymorphic data model. A server may provide the polymorphic data model to a client application from a datastore. The functionality or features of the client application may be controlled as a function of the polymorphic data model. The client application may thus provide different functionalities when provided with different polymorphic data models. Updates to the polymorphic data model may be used to update the client application's functionality without any updates to the client application's executable code.

Abstract: Some embodiments locally cache search results received from a server in an object-agnostic data structure for the local execution of subsequent queries by a client application. The object-agnostic data structure stores objects returned, from a server, in a set of query results corresponding to one or more initial queries. The locally cached objects correspond to a partial set of the objects stored at a server. The object-agnostic data structure allows for the local execution of a subsequent query on the partial set of objects to generate a partial result set corresponding to the subsequent query. The partial result set for the subsequent query may be desired when the server is inaccessible or query executions on the server take longer than a threshold amount of time. The client application may update the partial result set with the complete result set received from the server upon availability of the complete result set.

Abstract: Some embodiments optimize a local, pending transaction queue of transactions locally executed by a client application to be synchronized with a server. Multiple transactions, which may be executed by the client application for a same local object, need to be synchronized with a server. The transactions, in queue for synchronization with the server, may include transactions to add, delete, or modify objects. Each set of transactions for a particular object in queue for synchronization with the server corresponds to a particular net effect on the server if synchronized individually to the server. The client application may replace the set of transactions for the particular object with a reduced set of transactions corresponding to the net effect, or entirely removed without replacement if there is no net effect of the set of transactions on the server.

Abstract: Some embodiments locally cache search results received from a server in an object-agnostic data structure for the local execution of subsequent queries by a client application. The object-agnostic data structure stores objects returned, from a server, in a set of query results corresponding to one or more initial queries. The locally cached objects correspond to a partial set of the objects stored at a server. The object-agnostic data structure allows for the local execution of a subsequent query on the partial set of objects to generate a partial result set corresponding to the subsequent query. The partial result set for the subsequent query may be desired when the server is inaccessible or query executions on the server take longer than a threshold amount of time. The client application may update the partial result set with the complete result set received from the server upon availability of the complete result set.

Abstract: Some embodiments optimize a local, pending transaction queue of transactions locally executed by a client application to be synchronized with a server. Multiple transactions, which may be executed by the client application for a same local object, need to be synchronized with a server. The transactions, in queue for synchronization with the server, may include transactions to add, delete, or modify objects. Each set of transactions for a particular object in queue for synchronization with the server corresponds to a particular net effect on the server if synchronized individually to the server. The client application may replace the set of transactions for the particular object with a reduced set of transactions corresponding to the net effect, or entirely removed without replacement if there is no net effect of the set of transactions on the server.

Abstract: Some embodiments process data as defined by a polymorphic data model. A server may provide the polymorphic data model to a client application from a datastore. The functionality or features of the client application may be controlled as a function of the polymorphic data model. The client application may thus provide different functionalities when provided with different polymorphic data models. Updates to the polymorphic data model may be used to update the client application's functionality without any updates to the client application's executable code.

Abstract: Some embodiments locally cache search results received from a server in an object-agnostic data structure for the local execution of subsequent queries by a client application. The object-agnostic data structure stores objects returned, from a server, in a set of query results corresponding to one or more initial queries. The locally cached objects correspond to a partial set of the objects stored at a server. The object-agnostic data structure allows for the local execution of a subsequent query on the partial set of objects to generate a partial result set corresponding to the subsequent query. The partial result set for the subsequent query may be desired when the server is inaccessible or query executions on the server take longer than a threshold amount of time. The client application may update the partial result set with the complete result set received from the server upon availability of the complete result set.

Abstract: Some embodiments optimize a local, pending transaction queue of transactions locally executed by a client application to be synchronized with a server. Multiple transactions, which may be executed by the client application for a same local object, need to be synchronized with a server. The transactions, in queue for synchronization with the server, may include transactions to add, delete, or modify objects. Each set of transactions for a particular object in queue for synchronization with the server corresponds to a particular net effect on the server if synchronized individually to the server. The client application may replace the set of transactions for the particular object with a reduced set of transactions corresponding to the net effect, or entirely removed without replacement if there is no net effect of the set of transactions on the server.

Abstract: Some embodiments improve object accessibility within a user interface based on a set of access patterns associated with the object. Improving accessibility for an object may include positioning a shortcut for the object to allow for quick access to the object. Another example includes executing commands to traverse a user interface, without receiving user input, to display a screen for accessing the object. Another example includes establishing a connection for accessing the object prior to receiving a request to access the object. A trigger for improving the accessibility for the object may be programmed based on a set of conditions detected when the object was previously accessed. Thereafter, detection of the same set of conditions triggers an improvement in the accessibility for the object. When the set of conditions corresponding to the trigger is no longer detected, the system may revert back to the default accessibility for the object.

Abstract: A system groups the data into sessions to allow tracking and evaluation of individual user behavior. By grouping clicks of a user in a session, the pattern of clicks can be observed, such as which path or pattern of clicks leads to a purchase. In particular, the session data is organized by session, using session transformers or “sessionizers,” before it is provided for database storage, enabling real-time session based analytics.

Abstract: A system that improves the real time presentation of web analytics data to clients. Real time data is improved in one embodiment by using a messaging system that directs the data stream to RAM memory, before it is sent to the database. A separate path is provided for presenting the real time data, which does not require going through the main database. The data is serialized and streamed in batches at an interval which can be set from the order of seconds to minutes. Additionally, the data is aggregated in RAM according to the desired groupings of data, so that the aggregation is pre-computed.