IP Library › Granted Patent US 12,265,525
Granted Patent B2
US 12,265,525 · App. 18/428,428 · Granted Apr 1, 2025

Modifying a query for processing by multiple data processing systems

Inventors: Brent Davis (Fort Collins, CO); David Johns DeWitt (Newton, MA); Derek Feriancek (Deerwood, MN); Venkatasubramanian Jayaraman (Issaquah, WA); Vinay Manivel (San Jose, CA); Christopher Ogle (San Jose, CA); Balaji Rao (San Jose, CA)
Assignee: Splunk Inc.
G06F16/242G06F16/22G06F16/24542G06F16/2471
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Quick Facts
Patent No.
US 12,265,525
App. No.
18/428,428
Granted
Apr 1, 2025
Kind
B2
Abstract

A query coordinator can receive a query and identify a first portion of the query to be processed by a first data processing system and a second portion of the query to be processed by a second data processing system. The query coordinator can obtain a modified query based on identifying the first portion and the second portion of the query. The query coordinator can define a query processing scheme according to the modified query and provide the query processing scheme to the second data processing system. Based on providing the query processing scheme, the query coordinator can obtain an output of the second data processing system. The query coordinator can identify a second query based on the output and provide the second query to a component of the first data processing system.

Claims (61)

1. A method, comprising:

receiving, at a query coordinator, a first query identifying a set of data to be processed and a manner of processing the set of data;

identifying a first portion of the first query is to be executed by a first data processing system and a second portion of the first query is to be executed by a second data processing system;

generating a modified query based on identifying the first portion of the first query is to be executed by the first data processing system and the second portion of the first query is to be executed by the second data processing system, wherein generating the modified query comprises replacing the first portion of the first query with a query identifier;

defining a query processing scheme for obtaining and processing at least a portion of the set of data based on the modified query;

providing the query processing scheme to the second data processing system;

receiving an output of the second data processing system based on the second data processing system processing the query processing scheme;

generating a second query to be processed by a component of the first data processing system based on the first portion of the first query and the output of the second data processing system; and

providing the second query to the component of the first data processing system.

2. The method of claim 1 , wherein generating the second query comprises:

generating the second query based on the modified query.

3. The method of claim 1 , wherein the set of data is accessible by the first data processing system and the second data processing system.

4. The method of claim 1 , wherein receiving the output comprises:

receiving the output via a data processing system interface associated with the first data processing system and the second data processing system, and

wherein providing the second query to the component comprises:

providing the second query to the component via the data processing system interface.

5. The method of claim 1 , further comprising:

translating the first query from a first query language interpretable by the first data processing system to a second query language interpretable by the second data processing system to obtain a translated first query,

wherein generating the modified query comprises:

modifying the translated first query.

6. The method of claim 1 , further comprising:

obtaining a catalog, wherein the catalog maps one or more first portions of a query according to a first query language interpretable by the first data processing system to one or more second portions of a query according to a second query language interpretable by the second data processing system;

identifying one or more updates to the catalog based on input obtained from a computing device to obtain an updated catalog; and

translating the first query from the first query language to the second query language based on the updated catalog to obtain a translated first query,

wherein obtaining the modified query comprises:

modifying the translated first query.

7. The method of claim 1 , wherein the output comprises one or more optimizations to the first query.

8. The method of claim 1 , wherein the output comprises one or more optimizations to the first query, wherein identifying the second query comprises:

modifying the first query based on the one or more optimizations to the first query to identify the second query; or

generating the second query based on the one or more optimizations to the first query.

9. The method of claim 1 , further comprising:

generating a command tree based on the modified query, wherein the query processing scheme comprises the command tree.

10. The method of claim 1 , wherein at least one of the first data processing system or the second data processing system performs a join of first query results based on execution of the first portion of the first query and second query results based on execution of the second portion of the first query.

11. The method of claim 1 , wherein the first data processing system executes queries on unstructured data, and wherein the second data processing system executes queries on structured data.

12. The method of claim 1 , wherein the query processing scheme comprises instructions for the second data processing system to route the second portion of the first query to one or more components of the second data processing system.

13. The method of claim 1 , wherein the query processing scheme comprises instructions for the second data processing system to process the second portion of the first query, generate the output based on processing the first portion of the first query, and route the output to the first data processing system.

14. The method of claim 1 , wherein the modified query comprises:

the second portion of the first query and the query identifier.

15. The method of claim 1 , wherein obtaining the modified query comprises:

applying metadata bindings to the first query to obtain the modified query.

16. The method of claim 1 , wherein the first data processing system is separate and remote from the second data processing system.

17. The method of claim 1 , further comprising:

determining at least one of a query processing time, a query translation time, a resource utilization, a processing capability, or data associated with the first query, wherein identifying the first portion of the first query and the second portion of the first query is based on the at least one of the query processing time, the query translation time, the resource utilization, the processing capability, or the data associated with the first query.

18. The method of claim 1 , further comprising:

identifying the component to provide the second query.

19. A query coordinator comprising:

a data store; and

one or more hardware processors configured to:

receive a first query identifying a set of data to be processed and a manner of processing the set of data;

identify a first portion of the first query is to be executed by a first data processing system and a second portion of the first query is to be executed by a second data processing system;

generate a modified query based on identifying the first portion of the first query is to be executed by the first data processing system and the second portion of the first query is to be executed by the second data processing system, wherein to generate the modified query, the one or more hardware processors are configured to replace the first portion of the first query with a query identifier;

define a query processing scheme for obtaining and processing at least a portion of the set of data based on the modified query; and

provide the query processing scheme to the second data processing system,

wherein a data processing system interface is configured to receive an output of the second data processing system based on the second data processing system processing the query processing scheme, generate a second query to be processed by a component of the first data processing system based on the first portion of the first query and the output of the second data processing system, and provide the second query to the component of the first data processing system.

20. Non-transitory computer-readable media including computer-executable instructions that, when executed by a query coordinator, cause the query coordinator to:

receive a first query identifying a set of data to be processed and a manner of processing the set of data;

identify a first portion of the first query is to be executed by a first data processing system and a second portion of the first query is to be executed by a second data processing system;

generate a modified query based on identifying the first portion of the first query is to be executed by the first data processing system and the second portion of the first query is to be executed by the second data processing system, wherein to generate the modified query, execution of the computer-executable instructions by the query coordinator, further causes the query coordinator to replace the first portion of the first query with a query identifier;

define a query processing scheme for obtaining and processing at least a portion of the set of data based on the modified query; and

provide the query processing scheme to the second data processing system,

wherein a data processing system interface is configured to receive an output of the second data processing system based on the second data processing system processing the query processing scheme, generate a second query to be processed by a component of the first data processing system based on the first portion of the first query and the output of the second data processing system, and provide the second query to the component of the first data processing system.

Assignments (4)
CHANGE OF NAME Recorded Jul 22, 2025
From: SPLUNK INC.
To: SPLUNK LLC
Reel/Frame 072170/0599 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 22, 2025
From: SPLUNK LLC
To: CISCO TECHNOLOGY, INC.
Reel/Frame 072173/0058 →
CHANGE OF NAME Recorded Jan 6, 2025
From: SPLUNK INC.
To: SPLUNK LLC
Reel/Frame 069826/0065 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 6, 2024
From: DAVIS, BRENT; DEWITT, DAVID JOHNS; FERIANCEK, DEREK; JAYARAMAN, VENKATASUBRAMANIAN; MANIVEL, VINAY; OGLE, CHRISTOPHER; RAO, BALAJI
To: SPLUNK INC.
Reel/Frame 066667/0874 →
Continuity (2)
Provisional Application 63514076 · Jul 17, 2023
Related Publication 20250028712A1 · Jan 23, 2025
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