Storing logical units of program code generated using a dynamic programming notebook user interface

• US 10,127,021 B1
• Filed: 12/28/2016
• Issued: 11/13/2018
• Est. Priority Date: 12/29/2014
• Status: Active Grant

• Current Assignee: Palantir Technologies Incorporated
• Original Assignee: Palantir Technologies Incorporated
• Inventors: Elliot, Mark, Biswal, Punyashloka, Shankar, Ankit, Ali, Omar, Chakerian, John, Duffield, Ben, Borochoff, Adam
• Primary Examiner(s): Dao, Thuy
• Assistant Examiner(s): Smith, Cheneca
• Application Number:
  US15/392,168
• Time in Patent Office: 685 Days
• Field of Search: None
• CPC Class Codes: G06F 11/3668 Software testing software testing in telephone exchanges H04M3/242, testing of hardware G06F11/22
• CPC Class Codes: G06F 3/0481 based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
• CPC Class Codes: G06F 8/33 Intelligent editors
• CPC Class Codes: G06F 8/34 Graphical or visual programming
• CPC Class Codes: G06F 8/36 Software reuse
• CPC Class Codes: G06F 8/41 Compilation
• CPC Class Codes: G06F 9/45512 Command shells
• CPC Class Codes: G06T 11/206 Drawing of charts or graphs

Abstract

The programming notebook system, methods, and user interfaces described herein provide software developers with enhanced tools by which a programming notebook workflow and session history associated with code cells in a programming notebook may be tracked and maintained. As a developer progresses through a development workflow, the developer can select an option to save a program code card representing some or all of the program code cell inputs. A card editor user interface may present an aggregated listing of all program code the developer has provided across multiple code cells during the current session which the developer can edit, refine, and/or comment. The card editor may also allow the developer to add associated user interface code to display a UI component associated with the program code card, and allow the developer to add a description and tags for the card so that the card can be searched for and reused.

Claims

1. A computer-implemented method of generating displayable data visualizations, the computer-implemented method comprising:

by one or more hardware computer processors executing program code;

receiving an indication of a set of data items;

automatically analyzing at least some data items of the set of data items to determine one or more attributes of the set of data items;

automatically selecting, based at least in part on the one or more attributes of the set of data items, a first one or more data visualization types of a plurality of data visualization types, wherein the plurality of data visualization types comprise a plurality of built in formats for displaying and visualizing sets of data items, and wherein the plurality of data visualization types includes at least one of;

time series, scatter plot, histogram, chart, graph, table, map, heat map, or geographic map;

applying the set of data items to the first one or more data visualization types to generate a first plurality of displayable data visualizations;

causing display of the first plurality of displayable data visualizations, wherein;

at least a first displayable data visualization of the first plurality of displayable data visualizations is interactive and includes at least part of the applied set of data items,

at least a second displayable data visualization of the first plurality of displayable data visualizations is interactive and includes at least part of the applied set of data items,

at least the second displayable data visualization that is interactive is selectable to cause display of an enlarged version of the second displayable data visualization that is also interactive and includes at least part of the applied set of data items,

at least the first and second displayable data visualizations are displayed simultaneously, and

at least some of the first plurality of displayable data visualizations are displayed as interactive thumbnails;

receiving a user input modifying the set of data items that are represented in the plurality of displayable data visualizations;

in response to the user input, transforming the set of data items into an updated set of data items;

automatically analyzing at least some data items of the updated set of data items to determine one or more attributes of the updated set of data items;

automatically selecting, based at least in part on the one or more attributes of the updated set of data items, a second one or more data visualization types of the plurality of data visualization types;

applying the updated set of data items to the second one or more data visualization types to generate a second one or more displayable data visualizations; and

causing display of the second one or more displayable data visualizations, wherein at least one displayable data visualization of the second one or more displayable data visualizations is interactive.

2. The computer-implemented method of claim 1, wherein modifying the set of data items includes combining the set of data items with one or more other data items.

3. The computer-implemented method of claim 1, wherein the one or more attributes include a type of the set of data items.

4. The computer-implemented method of claim 1, wherein the user input modifying the set of data items comprises providing an updated query of the set of data items.

5. The computer-implemented method of claim 4, wherein the updated query comprises a selection, from the set of data items, of particular data items or types of data items of interest to the user.

6. The computer-implemented method of claim 1, wherein the user input is received via an enlarged version of one of the plurality of displayable data visualizations.

7. A computer system configured to generate displayable data visualizations, the computer system comprising:

one or more hardware computer processors configured to execute code in order to cause the one or more hardware computer processors to;

receive a set of data items, wherein the set of data items includes one or more column headers;

automatically analyze at least some of the one or more column headers to determine contextual information associated with the set of data items;

automatically select, based at least in part on the contextual information associated with the set of data items, a first one or more data visualization types of a plurality of data visualization types, wherein the plurality of data visualization types comprise a plurality of built in formats for displaying and visualizing sets of data items, and wherein the plurality of data visualization types includes at least one of;

time series, scatter plot, histogram, chart, graph, table, map, heat map, or geographic map;

apply the set of data items to the first one or more data visualization types to generate a first plurality of displayable data visualizations;

cause display of the first plurality of displayable data visualizations, wherein;

at least a first displayable data visualization of the first plurality of displayable data visualizations is interactive and includes at least part of the applied set of data items,

at least a second displayable data visualization of the first plurality of displayable data visualizations is interactive and includes at least part of the applied set of data items,

at least the second displayable data visualization that is interactive is selectable to cause display of an enlarged version of the second displayable data visualization that is also interactive and includes at least part of the applied set of data items,

at least the first and second displayable data visualizations are displayed simultaneously, and

at least some of the first plurality of displayable data visualizations are displayed as interactive thumbnails;

receive a user input modifying the set of data items that are represented in the plurality of displayable data visualizations;

in response to the user input, transform the set of data items into an updated set of data items, wherein the updated set of data items includes one or more updated column headers;

automatically analyze at least some of the one or more updated column headers to determine contextual information associated with the updated set of data items;

automatically select, based at least in part on the contextual information associated with the updated set of data items, a second one or more data visualization types of the plurality of data visualization types;

apply the updated set of data items to the second one or more data visualization types to generate a second one or more displayable data visualizations; and

cause display of the second one or more displayable data visualizations, wherein at least one displayable data visualization of the second one or more displayable data visualizations is interactive.

8. The computer system of claim 7, wherein modifying the set of data items includes combining the set of data items with one or more other data items.

9. The computer system of claim 7, wherein the contextual information associated with the set of data items includes at least a type of the one or more data items.

10. The computer system of claim 7, wherein the user input modifying the set of data items comprises providing an updated query of the set of data items.

11. The computer system of claim 10, wherein the updated query comprises a selection, from the set of data items, of particular data items or types of data items of interest to the user.

12. The computer system of claim 7, wherein the user input is received via an enlarged version of one of the plurality of displayable data visualizations.

13. A computer system configured to generate displayable data visualizations, the computer system comprising:

one or more hardware computer processors configured to execute code in order to cause the one or more hardware computer processors to;

receive an indication of a set of data items;

automatically analyze at least some data items of the set of data items to determine one or more attributes of the set of data items;

automatically select, based at least in part on the one or more attributes of the set of data items, a first one or more data visualization types of a plurality of data visualization types, wherein the plurality of data visualization types comprise a plurality of built in formats for displaying and visualizing sets of data items, and wherein the plurality of data visualization types includes at least one of;

time series, scatter plot, histogram, chart, graph, table, map, heat map, or geographic map;

apply the set of data items to the first one or more data visualization types to generate a first plurality of displayable data visualizations;

cause display of the first plurality of displayable data visualizations, wherein;

at least a first displayable data visualization of the first plurality of displayable data visualizations is interactive and includes at least part of the applied set of data items,

at least a second displayable data visualization of the first plurality of displayable data visualizations is interactive and includes at least part of the applied set of data items,

at least the second displayable data visualization that is interactive is selectable to cause display of an enlarged version of the second displayable data visualization that is also interactive and includes at least part of the applied set of data items,

at least the first and second displayable data visualizations are displayed simultaneously, and

at least some of the first plurality of displayable data visualizations are displayed as interactive thumbnails;

receive a user input modifying the set of data items that are represented in the plurality of displayable data visualizations;

in response to the user input, transform the set of data items into an updated set of data items;

automatically analyze at least some data items of the updated set of data items to determine one or more attributes of the updated set of data items;

automatically select, based at least in part on the one or more attributes of the updated set of data items, a second one or more data visualization types of the plurality of data visualization types;

apply the updated set of data items to the second one or more data visualization types to generate a second one or more displayable data visualizations; and

cause display of the second one or more displayable data visualizations, wherein at least one displayable data visualization of the second one or more displayable data visualizations is interactive.

14. The computer system of claim 13, wherein modifying the set of data items includes combining the set of data items with one or more other data items.

15. The computer system of claim 13, wherein the one or more attributes include a type of the set of data items.

16. The computer system of claim 13, wherein the user input modifying the set of data items comprises providing an updated query of the set of data items.

17. The computer system of claim 16, wherein the updated query comprises a selection, from the set of data items, of particular data items or types of data items of interest to the user.

18. The computer system of claim 13, wherein the user input is received via an enlarged version of one of the plurality of displayable data visualizations.