Generating a data stream with configurable compression
One example method includes receiving a first data stream that has a compressibility greater than zero, receiving a second data stream that has a compressibility that is different from the compressibility of the first data stream, receiving a compressibility merging parameter N, creating a mixed data stream having a compressibility of N by mixing data from the first data stream with data from the second data stream, and outputting the mixed data stream.
1. A method, comprising:
receiving a first data stream that has a compressibility greater than zero;
receiving a second data stream that has a compressibility that is different from the compressibility of the first data stream;
receiving a compressibility merging parameter N;
creating a mixed data stream having a compressibility of N by mixing data from the first data stream with data from the second data stream; and
outputting the mixed data stream, where the mixed data stream has a compressibility that is between a compressibility of the first data stream and a compressibility of the second data stream.
2. The method as recited in claim 1 , wherein the compressibility of the first data stream is about 100 percent.
3. The method as recited in claim 1 , wherein the compressibility of the second data stream is about zero percent.
4. The method as recited in claim 1 , wherein the first data stream and the second data stream each have a compressibility percentage that is non-zero.
5. The method as recited in claim 1 , wherein the mixed data stream is created by mixing the data from the first data stream with the data from the second data stream using any one or more of the following mixing processes: clustered mixing; uniform mixing; random mixing; and, normalized mixing.
6. The method as recited in claim 1 , further comprising receiving any one or more of the following merging parameters: self seed; compressibility of the first data stream; and, compressibility of the second data stream.
7. The method as recited in claim 1 , wherein creating a mixed data stream having a compressibility of N comprises one or both of: overwriting some of the data in the second data stream; and, inserting data in the second data stream.
8. The method as recited in claim 1 , wherein the compressibility merging parameter N indicates that N % of the data in the mixed data stream comes from the first data stream.
9. The method as recited in claim 1 , wherein outputting the mixed data stream comprises outputting the mixed data stream to a testing platform.
10. The method as recited in claim 1 , wherein the first data stream comprises base seed data, and the second data stream comprises self seed data.
11. A non-transitory storage medium having stored therein computer-executable instructions which, when executed by one or more hardware processors, perform the following operations:
receiving a first data stream that has a compressibility greater than zero;
receiving a second data stream that has a compressibility that is different from the compressibility of the first data stream;
receiving a compressibility merging parameter N;
creating a mixed data stream having a compressibility of N by mixing data from the first data stream with data from the second data stream; and
outputting the mixed data stream, where the mixed data stream has a compressibility that is between a compressibility of the first data stream and a compressibility of the second data stream.
12. The non-transitory storage medium as recited in claim 11 , wherein the compressibility of the first data stream is about 100 percent.
13. The non-transitory storage medium as recited in claim 11 , wherein the compressibility of the second data stream is about zero percent.
14. The non-transitory storage medium as recited in claim 11 , wherein the first data stream and the second data stream each have a compressibility percentage that is non-zero.
15. The non-transitory storage medium as recited in claim 11 , wherein the mixed data stream is created by mixing the data from the first data stream with the data from the second data stream using any one or more of the following mixing processes: clustered mixing; uniform mixing; random mixing; and, normalized mixing.
16. The non-transitory storage medium as recited in claim 11 , wherein the operations further comprise receiving any one or more of the following merging parameters: self seed; compressibility of the first data stream; and, compressibility of the second data stream.
17. The non-transitory storage medium as recited in claim 11 , wherein creating a mixed data stream having a compressibility of N comprises one or both of: overwriting some of the data in the second data stream; and, inserting data in the second data stream.
18. The non-transitory storage medium as recited in claim 11 , wherein the compressibility merging parameter N indicates that N % of the data in the mixed data stream comes from the first data stream.
19. The non-transitory storage medium as recited in claim 11 , wherein outputting the mixed data stream comprises outputting the mixed data stream to a testing platform.
20. The non-transitory storage medium as recited in claim 11 , wherein the first data stream comprises base seed data, and the second data stream comprises self seed data.