Abstract: The present disclosure pertains to audio playback resumption and adjustment of audio resumption settings based on feedback. A first date timestamp and a playback timestamp of audio content may be stored when pausing audio content. Then when resuming the audio content, a time interval between the first date timestamp and a current date timestamp may be determined. A resumption timestamp in the audio content may be determined based on the time interval being within a certain time range. After resuming playback, a feedback input may be determined. The feedback may be used in adjusting the resumption settings. The adjusted resumption settings may be used in subsequent resumption of the same or different content.

Abstract: A computer implemented system and method of memory management for an in-memory database. The system implements a paged data vector using non-uniform compression of its chunks. In this manner, the system achieves greater compression than systems that use uniform compression.

Abstract: A method for controlling access to a shared filesystem stored in a distributed data storage system is provided. The method can include storing a file comprising a shared filesystem as an inode object and a series of data block objects comprising the shared filesystem. Responding to a request from a client to open the file can include generating, in the shared filesystem, a client object, an open file object, and a client index object. The client object can be linked to the open file object and the client index object. The open file object and the client index object can be further linked to the inode object to indicate the file being accessed by the client. Related systems and articles of manufacture, including computer program products, are also provided.

Abstract: In an example embodiment, factual question generation from freeform content is achieved through semantic role labeling and recurrent neural networks (RNNs). Specifically, semantic role labeling is used to identify an answer phrase so that it can be replaced with an appropriate question word. RNNs are then used to extract triples (Subject-Object-Predicate) from the sentence, and each of these triples can be used as an answer phrase/word. An RNN is then fed with training data to generate the questions more efficiently.

Abstract: In one embodiment, the present disclosure pertains to downloading visualization data. Data visualizations in a user interface display may be created from remote data. Portions of the remote data may be downloaded to a local computer to recreate the data visualizations without the need for remote data requests. In another embodiment, a data export architecture includes jobs comprising a plurality of tasks configured in series. In one example embodiment, the jobs may correspond to particular data visualizations to be downloaded.

Abstract: The disclosure generally describes methods, software, and systems for defining a constraint satisfaction problem including floating point variables. Floating-point domains are described using a notation that allows arbitrarily many ranges denoted by at least one of intervals with boundary information or singleton values comprising fully discrete domains. Mathematically correct results are computed using closures combined with interval arithmetic. A new consistency level for constraint propagation is provided, including multi-bounds consistency, over floating point variables, where the multi-bounds consistency achieves domain consistency over monotonic functions.

Abstract: A system includes determination of a first series of data points, each data point of the first series of data points comprising one or more dimension values and a value of a first measure, determination of a second series of data points, each data point of the second series of data points comprising one or more dimension values and a value of a second measure, determination of a condition associated with a relation between the first measure and the second measure and with a visual characteristic, evaluation of the condition with respect to a first portion of the first series of data points and a first portion of the second series of data points, determination of a first visual characteristic of a first area of a visualization based on the evaluation of the condition and the visual characteristic associated with the condition, and generation of a visualization comprising a first visualization of the first series of data points, a second visualization of the second series of data points, and the first area, whe

Abstract: This disclosure describes a trace debugger (TDB) that is used for database workload replay and database debugging. The TDB maintains consistency through synchronization of the state between the database and a corresponding database trace replay. The TDB can provide a sliding window environment for code block execution and global context sharing. The TDB can be used to interactively analyze and troubleshoot various types of database problems by debugging the database itself, query code (e.g., SQL), performance, end-to-end execution, and plan traces, which can be recorded using scripts. In some implementations, the TDB also provides reverse debugging for historical database state analysis, and/or incremental debugging for dynamic editing and debugging within a session without the need to exit the debugger and perform a full rebuild of the code.

Abstract: Provided is a user interface for generating virtual models of configurable products. In an example, a method includes displaying the user interface including a workspace and a plurality of functions for generating models of configurable products, generating a virtual model of a configurable product based on input received via the user interface, the virtual model comprising attributes selected by the user input which are capable of being dynamically configured to generate a price quote for the configurable product and a relationship between the attributes, and in response to the virtual model being generated, generating syntax that corresponds to the virtual model and storing the syntax in an executable file. The example embodiments provide a user the ability to quickly and easily generate CPQ objects that can be executed using CPQ software without requiring the user to learn CPQ syntax.

Abstract: Systems and methods provide reception of a request from a client system for a user interface (UI) application, identification of a plurality of UI changes associated with the UI application and comprising one or more non-index-related UI changes and one or more index-related UI changes, each of the one or more non-index-related UI changes associated with a UI node and a UI node characteristic, and each of the one or more index-related UI changes associated with a UI node index, sorting of each of the one or more non-index-related UI changes based on associated UI node and UI node characteristic, condensing of non-index-related UI changes associated with each UI node characteristic of each UI node to zero or one UI changes associated with each UI node characteristic of each UI node, condensing of each of the one or more index-related UI changes to less than the one or more index-related UI changes based the UI node indices, and transmission of the UI application, the condensed non-index-related UI changes and

Abstract: In some implementations, there is provided an apparatus having at least one data processor and at least one memory storing instructions which, when executed by the at least one data processor, cause executing at least a portion of a query execution plan; determining, at an edge including an intermediate result, a cardinality; proceeding with the execution of the query execution plan, when the determined cardinality is within an optimality range associated with the edge; and selecting an alternative query execution plan for execution, when the determined cardinality is outside the optimality range associated with the edge. Related systems and articles of manufacture are also provided.

Abstract: In one embodiment, a complex query includes components that are arranged in a hierarchical structure including a first type of filter and a second type of filter and are connected by connectors. The method selects a first data set and selects a second data set for the components. The second data set being generated by processing data in the first data set for the second type of filter and the second data set includes entries describing a result of the processing. The first type of filter is applied to the first data set and the second type of filter to the second data set for the components where the information describing the result is used by the second type of filter to filter entries and first type of filter filters entries based on column values in the first data set. The method combines outputs of the components using the connectors.

Abstract: Techniques and solutions are described for copying data from a source client to a target client. It may be selected, such as by a user, whether a full copy or a partial copy of a set of source client data should be made. If a partial copy is selected, a set of file types is provided. The file types can be used to define files that should be included in, or excluded from, the copy. A data source of the source client is analyzed to determine data associated with a file type that is to be included in a copy, or is associated with a file type that is not indicated as to be excluded from the copy. The determined data is copied from the source client to the target client.

Abstract: Transformation rule generation and validation functionality is provided herein. Transformation rules can be generated for one or more mappings in an alignment between a source database and a target database. The transformation rules can transform instance data from the source data model to a form matching the target data model. One or more transformation rules can be generated for a mapping between fields in a source database and a field in a target database. The transformation rules can be generated based on one or more source fields and a target field of a mapping, and one or more identified functions. Evaluating the transformation rules can include generating test data based on the transformation rules applied to instance data from the source database. The test data can be evaluated against instance data from the target database. The transformation rules and the evaluation results can be provided in a user interface.

Abstract: Technologies are provided for generating executable asset bundles using a plug-in module loaded in an integrated development environment (IDE). The IDE can be used to create and edit source code assets and three-dimensional (3D) model assets that can be compiled into an executable program. The plug-in module can be used to generate an executable asset bundle based on a subset of the source code assets. Optionally, the executable asset bundle can include a subset of the 3D model assets. The IDE can be used to generate an executable program based on the remaining source code assets and 3D model assets. The executable program and the executable asset bundle can be distributed separately. The executable program can be executed by a client computing device and used to load the executable asset bundle on the client device. Loading the executable asset bundle can comprise downloading it from a remote server.

Abstract: Techniques are described for real time anonymization. In one example, a first a first query associated with a table is received, the table associated with a first anonymization operation satisfying satisfies a privacy requirement. The first anonymization operation is applied at runtime to generate a first anonymized data set against which the first query is executed. At T2 after T1, a subsequent query is received. A determination is made as to whether a change to the table has occurred since T1. If so, a determination is made as to whether the first anonymization operation satisfies the privacy requirement as applied to the current table. If the operation does not satisfy the privacy requirement when applied to the current table, a second anonymization operation satisfying the defined privacy requirement is determined and applied at runtime to generate a second anonymized data set against which the subsequent query can be executed.

Abstract: The present disclosure involves systems, software, and computer implemented methods for creating and merging delta object notation documents. One example method includes receiving a request to merge a first delta object notation document and a second delta object notation document. Child properties are identified in the first delta object notation document that include a delta directive and an affected property name that the delta directive is configured to affect. For each child property, a determination is made as to whether a matching child property exists in the second delta object notation document. In response to determining that a matching child property exists in the second delta object notation document, the child property and the matching child property are merged into the merged delta object notation document based on a first delta directive in the child property and a second delta directive in the corresponding matching child property.

Abstract: The present disclosure involves systems, software, and computer implemented methods for distributed monitoring in clusters with self-healing. One example method includes determining, by a first instance of a monitoring agent of a first node of a cluster, whether an error condition in a first registry included in the first node is present, where the error condition is associated with a second node of the cluster. In response to determining that the error condition associated with the second node is present in the first registry, the first instance of the monitoring agent performs at least one corrective action on the second node. A result of that action is determined, and the first registry in the first node is updated with the result. The first registry is then broadcast to each of the other nodes in the cluster other than the first node as an updated registry.

Abstract: A system includes reception of a first query including a first temporary materialized view, where the first temporary materialized view associated with a first view and a first temporary table. The first temporary table is refreshed if it is determined that the first temporary materialized view is stale, and the first query is executed using a result set cached in the first temporary table. The first temporary table caches the result set for the remainder of the current database session.

Abstract: Some embodiments provide a non-transitory machine-readable medium that stores a program. The program receives a document from a first computing system that is destined for a second computing system via a network platform. The program further identifies an integration configuration associated with the first computing system. The program also determines a document format of the document. The program further transforms the document format of the document from a first document format to a second document format based on the integration configuration. The program also sends the document in the second document format to the network platform in order for the network platform to forward the document to the second computing system.