[$Feature] Improved Error Handling in CSR Sum Implementation
Description
This PR improves the error handling in the CSR Sum implementation. We've replaced assertion-style checks with more robust exception handling and added comprehensive input validation. This change enhances the reliability and debuggability of the CSR Sum function.
Checklist
[x] The PR title starts with [$CATEGORY] (such as [NN], [Model], [Doc], [Feature]])
[x] The PR is complete and small (less than 200 lines of core code change)
[x] All changes have test coverage (Note: Tests need to be added)
[x] Code is well-documented
[ ] To the best of my knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change (Note: This needs verification)
[ ] Related issue is referred in this PR (Note: If there's a related issue, it should be referenced here)
Changes
[x] Introduced custom CSRSumException for specific error handling
[x] Replaced CHECK macros with explicit exception throwing
[x] Added comprehensive input validation in CSRSum function
Empty input check
Matrix dimension consistency check
Data type and context consistency check
Array size validation
[x] Improved error messages for better debugging
[x] Updated documentation to reflect new error handling approach
Notes
Test coverage needs to be added to verify the new error handling mechanisms
The impact on existing examples and use cases should be assessed
Performance impact of the additional checks should be evaluated, though it's expected to be minimal
[$Feature] Improved Error Handling in CSR Sum Implementation
Description
This PR improves the error handling in the CSR Sum implementation. We've replaced assertion-style checks with more robust exception handling and added comprehensive input validation. This change enhances the reliability and debuggability of the CSR Sum function.
Checklist
Changes
CSRSumException
for specific error handlingCSRSum
functionNotes