Method, electronic device, and computer program product for data compression
Embodiments of the present disclosure provide a method, an electronic device, and a computer program product for data compression. The method includes: determining an amount of data to be compressed in a storage system; determining, based on the amount of the data to be compressed, a target compression level for compressing the data to be compressed; and compressing the data to be compressed according to the target compression level. In this way, it is possible to compress data to be compressed using a compression level corresponding to the amount of the data to be compressed, thereby improving the efficiency of data compression in the storage system.
1. A method for data compression, including:
determining an amount of data to be compressed in a storage system;
determining, based on the amount of the data to be compressed, a target compression level for compressing the data to be compressed; and
compressing the data to be compressed according to the target compression level, wherein the determining the target compression level includes:
determining a first amount of data that the storage system can compress according to each of multiple candidate compression levels, wherein determining the first amount of data that the storage system can compress according to each candidate compression level includes:
acquiring a compression-level mapping table associated with total computing resources of the storage system, wherein the compression-level mapping table includes correspondence between multiple candidate compression levels and multiple second amounts, each second amount being the amount of data that the storage system can compress according to a corresponding candidate compression level; and
determining the first amount corresponding to each candidate compression level based on the compression-level mapping table and determined computing resources.
2. The method according to claim 1 , wherein determining the amount of the data to be compressed includes:
determining an amount of data to be stored that will be stored to the storage system;
determining a de-duplication rate of the data to be stored; and
determining the amount of the data to be compressed based on the amount of the data to be stored and the de-duplication rate.
3. The method according to claim 1 , wherein determining the amount of the data to be compressed includes:
determining an amount of data to be subject to collection processing in the storage system; and
determining the amount of the data to be compressed based on the amount of the data to be subject to collection processing.
4. The method according to claim 1 , wherein determining the target compression level includes:
determining computing resources in the storage system that are available to compress the data to be compressed;
and
selecting the target compression level from the multiple candidate compression levels so that the amount of the data to be compressed matches the first amount corresponding to the target compression level.
5. The method according to claim 4 , wherein determining the computing resources includes:
detecting a ratio of an available portion of computing resources of the storage system to the total computing resources of the storage system; and
determining the computing resources based on the total computing resources and the ratio.
6. The method according to claim 1 , wherein determining the target compression level includes:
updating the target compression level in response to a change in at least one of the following:
computing resources in the storage system that are available to compress the data to be compressed; and
the amount of the data to be compressed.
7. An electronic device, including:
a processor; and
a memory coupled to the processor, wherein the memory has instructions stored therein that, when executed by the processor, cause the electronic device to perform actions including:
determining an amount of data to be compressed in a storage system;
determining, based on the amount of the data to be compressed, a target compression level for compressing the data to be compressed; and
compressing the data to be compressed according to the target compression level, wherein the determining the target compression level includes:
determining a first amount of data that the storage system can compress according to each of multiple candidate compression levels, wherein the determining the first amount of data that the storage system can compress according to each candidate compression level includes:
acquiring a compression-level mapping table associated with total computing resources of the storage system, wherein the compression-level mapping table includes correspondence between multiple candidate compression levels and multiple second amounts, each second amount being the amount of data that the storage system can compress according to a corresponding candidate compression level; and
determining the first amount corresponding to each candidate compression level based on the compression-level mapping table and determined computing resources.
8. The electronic device according to claim 7 , wherein determining the amount of the data to be compressed includes:
determining an amount of data to be stored that will be stored to the storage system;
determining a de-duplication rate of the data to be stored; and
determining the amount of the data to be compressed based on the amount of the data to be stored and the de-duplication rate.
9. The electronic device according to claim 7 , wherein determining the amount of the data to be compressed includes:
determining an amount of data to be subject to collection processing in the storage system; and
determining the amount of the data to be compressed based on the amount of the data to be subject to collection processing.
10. The electronic device according to claim 7 , wherein determining the target compression level includes:
determining computing resources in the storage system that are available to compress the data to be compressed;
and
selecting the target compression level from the multiple candidate compression levels so that the amount of the data to be compressed matches the first amount corresponding to the target compression level.
11. The electronic device according to claim 10 , wherein determining the computing resources includes:
detecting a ratio of an available portion of computing resources of the storage system to the total computing resources of the storage system; and
determining the computing resources based on the total computing resources and the ratio.
12. The electronic device according to claim 7 , wherein determining the target compression level includes:
updating the target compression level in response to a change in at least one of the following:
computing resources in the storage system that are available to compress the data to be compressed; and
the amount of the data to be compressed.
13. A computer program product that is tangibly stored on a computer-readable storage medium and includes machine-executable instructions, wherein the machine-executable instructions, when executed, cause a machine to perform actions, the actions comprising:
determining an amount of data to be compressed in a storage system;
determining, based on the amount of the data to be compressed, a target compression level for compressing the data to be compressed; and
compressing the data to be compressed according to the target compression level, wherein the determining the target compression level includes:
determining a first amount of data that the storage system can compress according to each of multiple candidate compression levels, wherein the determining the first amount of data that the storage system can compress according to each candidate compression level includes:
acquiring a compression-level mapping table associated with total computing resources of the storage system, wherein the compression-level mapping table includes correspondence between multiple candidate compression levels and multiple second amounts, each second amount being the amount of data that the storage system can compress according to a corresponding candidate compression level; and
determining the first amount corresponding to each candidate compression level based on the compression-level mapping table and determined computing resources.
14. The computer program product according to claim 13 , wherein determining the amount of the data to be compressed includes:
determining an amount of data to be stored that will be stored to the storage system;
determining a de-duplication rate of the data to be stored; and
determining the amount of the data to be compressed based on the amount of the data to be stored and the de-duplication rate.
15. The computer program product according to claim 13 , wherein determining the amount of the data to be compressed includes:
determining an amount of data to be subject to collection processing in the storage system; and
determining the amount of the data to be compressed based on the amount of the data to be subject to collection processing.
16. The computer program product according to claim 13 , wherein determining the target compression level includes:
determining computing resources in the storage system that are available to compress the data to be compressed;
and
selecting the target compression level from the multiple candidate compression levels so that the amount of the data to be compressed matches the first amount corresponding to the target compression level.
17. The computer program product according to claim 16 , wherein determining the computing resources includes:
detecting a ratio of an available portion of computing resources of the storage system to the total computing resources of the storage system; and
determining the computing resources based on the total computing resources and the ratio.