Method and system for code optimization
Methods, systems, and articles of manufacture consistent with the present invention optimize a program by analyzing a statistical profile of a program execution, and automatically optimizing the program based on at least one of the analysis, information about at least one prior compilation of the program, and information about at least one prior optimization of the program. The optimization of the program can therefore take into consideration changes made during prior compilations and optimization and the results of the changes.
1. A method in a data processing system for optimizing a program, the method comprising the steps of:
automatically analyzing a statistical profile of a program execution; and
automatically optimizing object code of the program based on at least one of the analysis, information about at least one prior compilation of the program, and information about at least one prior optimization of the program,
wherein,
said automatically optimizing includes
determining that information additional to the statistical profile is required to optimize the object code of the program,
performing a first compiling of a portion of the program,
executing the first compiled portion of the program,
gathering the information additional to the statistical profile,
generating and executing diagnostic code based on the information additional to the statistical profile to determine what optimization is required,
performing a second compiling of the portion of the program using the results generated from executing the diagnostic code, and
selecting, from among a plurality of optimization techniques based on logical relations between said plurality of optimization techniques, a not previously tried one of the plurality of optimization techniques if a previously tried optimization technique was unsuccessful.
2. The method of claim 1 , wherein the program is automatically optimized during a compilation.
3. The method of claim 2 , wherein the program is automatically optimized during a run-time compilation.
4. The method of claim 1 , further comprising the steps of:
interrupting the program;
recording an execution state of the program; and
storing the recorded execution state to create the statistical profile.
5. The method of claim 1 , wherein the information about at least one prior compilation of the program includes a profile of the program implemented during the at least one prior compilation.
6. The method of claim 1 , wherein the information about at least one prior optimization of the program includes a profile of at least one change made to the program during the at least one prior compilation.
7. A computer-readable storage medium containing instructions that cause a data processing system to perform a method for optimizing a program, the method comprising the steps of:
automatically analyzing a statistical profile of a program execution; and
automatically optimizing object code of the program based on at least one of the analysis, information about at least one prior compilation of the program, and information about at least one prior optimization of the program,
wherein, said automatically optimizing includes
determining that information additional to the statistical profile is required to optimize the object code of the program, performing a first compiling of a portion of the program,
executing the first compiled portion of the program,
gathering the information additional to the statistical profile,
generating and executing diagnostic code based on the information additional to the statistical profile to determine what optimization is required,
performing a second compiling of the portion of the program using the results generated from executing the diagnostic code, and
selecting, from among a plurality of optimization techniques based on logical relations between said plurality of optimization techniques, a not previously tried one of the plurality of optimization techniques if a previously tried optimization technique was unsuccessful.
8. The computer-readable storage medium of claim 7 , wherein the program is automatically optimized during a compilation.
9. The computer-readable storage medium of claim 8 , wherein the program is automatically optimized during a run-time compilation.
10. The computer-readable storage medium of claim 7 , further comprising the steps of:
interrupting the program;
recording an execution state of the program; and
storing the recorded execution state to create the statistical profile.
11. The computer-readable storage medium of claim 7 , wherein the information about at least one prior compilation of the program includes a profile of the program implemented during the at least one prior compilation.
12. The computer-readable storage medium of claim 7 , wherein the information about at least one prior optimization of the program includes a profile of at least one change made to the program during the at least one prior compilation.
13. A data processing system for optimizing a program, the data processing system comprising:
a memory having an optimization program that automatically analyzes a statistical profile of a program execution, and automatically optimizes object code of the program based on at least one of the analysis, information about at least one prior compilation of the program, and information about at least one prior optimization of the program,
wherein said automatically optimizing includes
determining that information additional to the statistical profile is required to optimize the object code of the program, performing a first compiling of a portion of the program, executing the first compiled portion of the program,
gathering the information additional to the statistical profile,
generating and executing diagnostic code based on the information additional to the statistical profile to determine what optimization is required,
performing a second compiling of the portion of the program using the results generated from executing the diagnostic code, and
selecting, from among a plurality of optimization techniques based on logical relations between said plurality of optimization techniques, a not previously tried one of optimization techniques if a previously tried optimization technique was unsuccessful; and
a processing unit that runs the program.
14. The data processing system according to claim 13 , wherein the program is automatically optimized during a compilation.
15. The data processing system according to claim 14 , wherein the program is automatically optimized during run-time compilation.
16. A data processing system having a processing unit and a memory for optimizing a program, the data processing system comprising:
an analysis unit for automatically analyzing a statistical profile of a program execution; and
an optimizing unit for automatically optimizing object code of the program based on at least one of the analysis, information about at least one prior compilation of the program, and information about at least one prior optimization of the program,
wherein
said automatically optimizing includes determining that information additional to the statistical profile is required to optimize the object code of the program,
performing a first compiling of a portion of the program,
executing the first compiled portion of the program,
gathering the information additional to the statistical profile,
performing a second compiling of the portion of the program using the gathered information additional to the statistical profile, and
selecting, from among a plurality of optimization techniques based on logical relations between said plurality of optimization techniques, a not previously tried one of optimization techniques if a previously tried optimization technique was unsuccessful.