Abstract: A method performed by one or more processors comprises displaying code, receiving user selection of a portion of code, determining one or more settable data items, generating a template, displaying the template, receiving a user input value for the settable data items by the template, and executing the code with each of the settable data items set to the received user input value. A data processing pipeline is configured to pass a data item to a first transformer to provide first transformed data, store the first transformed data in a temporary memory, write the first transformed data to the data storage system, and pass the transformed data from the temporary memory to a second transformer.

Abstract: A method performed by one or more processors comprises displaying code, receiving user selection of a portion of code, determining one or more settable data items, generating a template, displaying the template, receiving a user input value for the settable data items by the template, and executing the code with each of the settable data items set to the received user input value. A data processing pipeline is configured to pass a data item to a first transformer to provide first transformed data, store the first transformed data in a temporary memory, write the first transformed data to the data storage system, and pass the transformed data from the temporary memory to a second transformer.

Abstract: A workbook management system provides a master branch of a data pipeline comprising a pointer(s) to a snapshot(s) of an initial dataset(s), a first logic, and a pointer(s) to a snapshot(s) of a first derived dataset(s) resulting from applying the first logic to the initial dataset(s). Responsive to user input requesting a test branch corresponding to the master branch, the system creates the test branch comprising the pointer(s) to the snapshot(s) of the initial dataset(s) and a copy of the first logic. The system receives a request to modify the test branch comprising at least one change to the copy of the first logic, and modifies the test branch independently of the master branch to include second logic reflecting the at least one change to the copy of the first logic, the pointer(s) to the snapshot(s) of the initial dataset(s), and a pointer(s) to snapshot(s) of a second derived dataset(s) resulting from applying the second logic to the initial dataset(s).

Abstract: Embodiments of the present disclosure relate to a data analysis system that may receive data comprising a plurality of raw data items from one or more data sources, such as a monitoring agent located in a monitored network. The received data may be scored using one or more scoring rules and/or algorithms, with raw data items satisfying a score threshold designated as “data item leads.” Raw data items associated with a data item lead may be searched and displayed to the user via an interactive user interface. The data analysis system may be used to execute searches and additional enrichments against the received raw data items. The data analysis system may group received raw data items based upon shared attribute values. The data analysis system may be used to categorize received data and construct timelines, histograms, and/or other visualizations based upon the various attributes of the raw data items.

Abstract: A method performed by one or more processors comprises displaying code, receiving user selection of a portion of code, determining one or more settable data items, generating a template, displaying the template, receiving a user input value for the settable data items by the template, and executing the code with each of the settable data items set to the received user input value. A data processing pipeline is configured to pass a data item to a first transformer to provide first transformed data, store the first transformed data in a temporary memory, write the first transformed data to the data storage system, and pass the transformed data from the temporary memory to a second transformer.

Abstract: A method performed by one or more processors comprises displaying code, receiving user selection of a portion of code, determining one or more settable data items, generating a template, displaying the template, receiving a user input value for the settable data items by the template, and executing the code with each of the settable data items set to the received user input value. A data processing pipeline is configured to pass a data item to a first transformer to provide first transformed data, store the first transformed data in a temporary memory, write the first transformed data to the data storage system, and pass the transformed data from the temporary memory to a second transformer.

Abstract: A resource dependency system dynamically determines and generates for display a minimized and collapsed resource dependency toolbar using two or more indicators to display a summarized view of dependency relationships to one or more selected items. For example, the system can analyze a resource dependency graph and determine root items, or items that do not depend on other items but are depended on by a selected item. The system can also determine leaf items, which no other items depend on. The system can also determine intermediary items that depend on root items and/or leaf items. Then, based on preconfigured instructions, the system can group the root, leaf, and intermediary items into two or more indicators and display the indicators on a graphical user interface conveying information about the selected item and how it is related to other items.

Abstract: Systems and methods are provided for automatically translating one or more electronic spreadsheets into scripts. One or more electronic spreadsheets containing data arrays and formula arrays may be accessed. The electronic spreadsheet(s) may implement various logic using the data arrays and the formula arrays. The range(s) of the formula arrays may be determined. The range(s) of the data arrays may be determined based on the range(s) of the formula arrays. Conversion ranges may be determined based on the range(s) of formula arrays and the range(s) of data arrays. One or more dependencies between the conversion ranges may be determined and used to generate source code modeling the logic implemented by the electronic spreadsheet(s).

Abstract: A method performed by one or more processors comprises displaying code, receiving user selection of a portion of code, determining one or more settable data items, generating a template, displaying the template, receiving a user input value for the settable data items by the template, and executing the code with each of the settable data items set to the received user input value. A data processing pipeline is configured to pass a data item to a first transformer to provide first transformed data, store the first transformed data in a temporary memory, write the first transformed data to the data storage system, and pass the transformed data from the temporary memory to a second transformer.

Abstract: Systems and methods for aggregating and storing different types of data, and generating interactive user interfaces for analyzing the stored data. In some embodiments, entity data is received for a plurality of entities from one or more data sources, and used to determine attribute values for the entities for one or more given time periods. The plurality of entities may be categorized into one or more entity groups, and aggregate attribute values may be generated based upon the entity groups. A first interactive user interface is generated displaying the one or more entity groups in association with the aggregated attribute values associated with the entity group. In response to a received indication of a user selection of an entity group, a second interactive user interface is generated displaying the one or more entities associated with the selected entity group, each entity displayed in association with the attribute values associated with the entity.

Abstract: A workbook management system provides a master branch of a data pipeline comprising a pointer(s) to a snapshot(s) of an initial dataset(s), a first logic, and a pointer(s) to a snapshot(s) of a first derived dataset(s) resulting from applying the first logic to the initial dataset(s). Responsive to user input requesting a test branch corresponding to the master branch, the system creates the test branch comprising the pointer(s) to the snapshot(s) of the initial dataset(s) and a copy of the first logic. The system receives a request to modify the test branch comprising at least one change to the copy of the first logic, and modifies the test branch independently of the master branch to include second logic reflecting the at least one change to the copy of the first logic, the pointer(s) to the snapshot(s) of the initial dataset(s), and a pointer(s) to snapshot(s) of a second derived dataset(s) resulting from applying the second logic to the initial dataset(s).

Abstract: A computer-implemented method comprises receiving one or more data transformation commands through a console in a console session, the one or more data transformation commands relating to one or more initial datasets; executing the one or more data transformation commands using the one or more initial datasets to modify at least one of the one or more initial datasets to generate a modified dataset; generating a set of environment flags for the command to indicate that the one or more initial datasets has been accessed and the at least one dataset that has been modified; and updating a set of line dependencies based on the generated set of environmental flags and previously generated sets of environmental flags for one or more previously executed commands.

Abstract: A method performed by one or more processors comprises displaying code, receiving user selection of a portion of code, determining one or more settable data items, generating a template, displaying the template, receiving a user input value for the settable data items by the template, and executing the code with each of the settable data items set to the received user input value. A data processing pipeline is configured to pass a data item to a first transformer to provide first transformed data, store the first transformed data in a temporary memory, write the first transformed data to the data storage system, and pass the transformed data from the temporary memory to a second transformer.

Abstract: A workbook management system provides a master branch of a data pipeline comprising a pointer(s) to a snapshot(s) of an initial dataset(s), a first logic, and a pointer(s) to a snapshot(s) of a first derived dataset(s) resulting from applying the first logic to the initial dataset(s). Responsive to user input requesting a test branch corresponding to the master branch, the system creates the test branch comprising the pointer(s) to the snapshot(s) of the initial dataset(s) and a copy of the first logic. The system receives a request to modify the test branch comprising at least one change to the copy of the first logic, and modifies the test branch independently of the master branch to include second logic reflecting the at least one change to the copy of the first logic, the pointer(s) to the snapshot(s) of the initial dataset(s), and a pointer(s) to snapshot(s) of a second derived dataset(s) resulting from applying the second logic to the initial dataset(s).

Abstract: A resource dependency system dynamically determines and generates for display a minimized and collapsed resource dependency toolbar using two or more indicators to display a summarized view of dependency relationships to one or more selected items. For example, the system can analyze a resource dependency graph and determine root items, or items that do not depend on other items but are depended on by a selected item. The system can also determine leaf items, which no other items depend on. The system can also determine intermediary items that depend on root items and/or leaf items. Then, based on preconfigured instructions, the system can group the root, leaf, and intermediary items into two or more indicators and display the indicators on a graphical user interface conveying information about the selected item and how it is related to other items.

Abstract: Systems and methods are provided for automatically translating one or more electronic spreadsheets into scripts. One or more electronic spreadsheets containing data arrays and formula arrays may be accessed. The electronic spreadsheet(s) may implement various logic using the data arrays and the formula arrays. The range(s) of the formula arrays may be determined. The range(s) of the data arrays may be determined based on the range(s) of the formula arrays. Conversion ranges may be determined based on the range(s) of formula arrays and the range(s) of data arrays. One or more dependencies between the conversion ranges may be determined and used to generate source code modeling the logic implemented by the electronic spreadsheet(s).

Abstract: A data pipeline including a plurality of graph pipeline paths is obtained. Each of the graph pipeline paths may include pipeline nodes, at least one of the pipeline node may have at least two inputs. Each of the inputs may comprise outputs of two or more other pipeline nodes. A linear pipeline path interface is provided for creating and presenting a linear pipeline path of the data pipeline. The linear pipeline path may include pipeline nodes, each being limited to a single input and a single output. The linear pipeline path interface may be limited to interacting with linear pipeline paths. A graph pipeline interface is provided for presenting and modifying the data pipeline. The linear pipeline path interface may be switched to the graph pipeline interface in response to a first user input.

Abstract: A resource dependency system dynamically determines and generates for display a minimized and collapsed resource dependency toolbar using two or more indicators to display a summarized view of dependency relationships to one or more selected items. For example, the system can analyze a resource dependency graph and determine root items, or items that do not depend on other items but are depended on by a selected item. The system can also determine leaf items, which no other items depend on. The system can also determine intermediary items that depend on root items and/or leaf items. Then, based on preconfigured instructions, the system can group the root, leaf, and intermediary items into two or more indicators and display the indicators on a graphical user interface conveying information about the selected item and how it is related to other items.

Abstract: Systems and methods are provided for automatically translating one or more electronic spreadsheets into scripts. One or more electronic spreadsheets containing data arrays and formula arrays may be accessed. The electronic spreadsheet(s) may implement various logic using the data arrays and the formula arrays. The range(s) of the formula arrays may be determined. The range(s) of the data arrays may be determined based on the range(s) of the formula arrays. Conversion ranges may be determined based on the range(s) of formula arrays and the range(s) of data arrays. One or more dependencies between the conversion ranges may be determined and used to generate source code modeling the logic implemented by the electronic spreadsheet(s).

Abstract: A computer-implemented method comprises receiving one or more data transformation commands through a console in a console session, the one or more data transformation commands relating to one or more initial datasets; executing the one or more data transformation commands using the one or more initial datasets to modify at least one of the one or more initial datasets to generate a modified dataset; generating a set of environment flags for the command to indicate that the one or more initial datasets has been accessed and the at least one dataset that has been modified; and updating a set of line dependencies based on the generated set of environmental flags and previously generated sets of environmental flags for one or more previously executed commands.