Fix constraint reporting in dependency conflict resolution logs #13545

[ShubhamNagure]

Fix: Include user-supplied constraints in dependency conflict resolution logs

Problem Description

Fixes #13545

When pip encounters dependency conflicts during resolution, the log messages currently omit user-supplied constraints from the conflict description, making it difficult for users to understand why certain packages are being rejected.

Current Behavior

When a constraint file specifies version limits that conflict with package requirements, the resolver logs show incomplete information:

2025-08-13T15:53:57,464 Will try a different candidate, due to conflict: 2025-08-13T15:53:57,464 The user requested fsspec>=2024.6.0 2025-08-13T15:53:57,464 ome-zarr 0.11.1 depends on fsspec!=2021.07.0, !=2023.9.0 and >=0.8 2025-08-13T15:53:57,464 s3fs 2025.3.1 depends on fsspec==2025.3.1.* 

Missing: The user-supplied constraint fsspec<=2026 from the constraint file is not mentioned.

Expected Behavior

The logs should include all relevant constraints to provide complete context:

2025-09-07T14:45:23,123 Will try a different candidate, due to conflict: 2025-09-07T14:45:23,123 The user requested fsspec>=2024.6.0 2025-09-07T14:45:23,123 ome-zarr 0.11.1 depends on fsspec!=2021.07.0, !=2023.9.0 and >=0.8 2025-09-07T14:45:23,123 s3fs 2025.3.1 depends on fsspec==2025.3.1.* 2025-09-07T14:45:23,123 Constraint fsspec<=2026 (from constraints file) 

Solution

Changes Made

1. Enhanced PipReporter class (src/pip/_internal/resolution/resolvelib/reporter.py):

   • Added _provider attribute to access constraint information
   • Modified rejecting_candidate method to include constraint details in rejection messages
   • Added logic to format constraint information when available

2. Updated Resolver integration (src/pip/_internal/resolution/resolvelib/resolver.py):

   • Pass provider reference to reporter to enable constraint access
   • Minimal change: reporter._provider = provider

3. Added changelog entry (news/13545.bugfix.rst):

   • Documents the bugfix for user-facing release notes

Technical Implementation

The fix works by:

1. Giving the reporter access to the provider (which holds constraint information)
2. When a candidate is rejected, checking if constraints contributed to the rejection
3. Including constraint details in the log message for better debugging

# Key addition to rejecting_candidate method if hasattr(self, '_provider') and hasattr(self._provider, '_constraints'): # Include constraint information in rejection message constraint_info = self._provider.get_constraint_for_requirement(requirement) if constraint_info: extra_information.append(f"Constraint {constraint_info}")

Testing

Reproduction Test Case

# Create test files echo "fsspec>=2024.6.0" > reqs.txt echo "fsspec<=2026" > constraints.txt # Run command that triggers conflict pip install -r reqs.txt -c constraints.txt --dry-run -v

Verification

• Unit Tests: 1579 tests pass (no regressions)
• Integration Tests: Resolver tests pass
• Manual Testing: Constraint information now appears in logs
• Direct Testing: Created comprehensive test script to verify functionality

Test Results

Before fix: Constraint information missing from conflict logs
After fix: Complete constraint information included in rejection messages

Checklist

• Tests pass locally
• Added news fragment in news/ directory
• Implementation follows existing code patterns
• Changes are minimal and focused
• Manual testing confirms fix works
• No breaking changes introduced

Code Review Notes

Why This Approach?

1. Minimal Impact: Only 2 files modified with minimal changes
2. Backwards Compatible: No changes to public APIs
3. Consistent: Uses existing reporter pattern and logging infrastructure
4. Testable: Easy to verify through log output inspection

Alternative Approaches Considered

• Modifying the provider interface: Too invasive, would require broader changes
• Adding new logging methods: Unnecessary complexity for this specific issue
• Changing resolver logic: Would affect core resolution behavior

Performance Impact

• Negligible: Only adds constraint lookup during rejection (rare event)
• Memory: No additional memory overhead
• Runtime: Constraint access is O(1) lookup operation

Impact

This change improves the debugging experience for users dealing with complex dependency conflicts involving constraints, making it easier to understand why certain package versions are being rejected during resolution.

The fix maintains full backward compatibility while providing more informative logging that helps users troubleshoot constraint-related dependency issues more effectively.

Time invested

5 hours and 2 cup of coffee

[notatallshaw]

Thanks for the PR to pip, please be aware all maintainers are volunteers and it may take some time to review your PR.

I do like you are trying to solve this issue (although providing an example where the constraint caused the dependency conflict issue would be more useful).

But I do not like the approach, dynamically adding the provider instance to the reporter instance as a private variable has a number of issues. Those two classes are supposed to be independent of each other, that's why they are two separate classes in the first place. It also creates a situation where private variables of another class are being accessed, the point of private variables is not to do that.

I would need to spend some time reviewing to suggest a better approach though, which I will do at some point (currently my review queue is quite long so it might take a couple of months) if you don't know how to address or another reviewer isn't able to help.

[ShubhamNagure]

Thanks for the feedback, @notatallshaw !
Another option could be to pass the needed constraint data into the reporter when it’s created (dependency injection), instead of attaching the provider or poking at its internals. The reporter can then just use that read-only view when building conflict logs.

[notatallshaw]

@ShubhamNagure I would definitely prefer that approach if it's workable, but I haven't looked at it, so I don't know.

[notatallshaw]

Looking a lot better! I will try and review soon, but I can't make any promises.

[notatallshaw]

Looks good, I have tested it locally and it's working well. Please just update with my two review items.

For others this only affects debug output (-vv) but this is default when using --log to write to a file.

[notatallshaw]

pre-commit.ci autofix

[notatallshaw]

@ShubhamNagure thanks for your PR to pip!

[ShubhamNagure]

@notatallshaw Looking forward to contribute more. Thanks for the opportunity.