fix: deepcopy the inputs of components

[anakin87]

Related Issues

• fixes Passing the same input to different Components causes unexpected behavior #6986

Proposed Changes:

Previously, when using the same input reference in different components, the Pipeline run logic had an unexpected behavior (see the original issue). This has been fixed by deepcopying the inputs before passing them to the components.

How did you test it?

CI, new test

Notes for the reviewer

• I would be happy to discuss better solutions together
• Simply doing data=deepcopy(data) does not fix the issue.
  I think this happens because the same internal structure is reproduced, so if comp1 and comp2 share the same input reference, this also happens after deepcopy (comp1 and comp2 refer to the same deepcopied input)

Checklist

• I have read the contributors guidelines and the code of conduct
• I have updated the related issue with new insights and changes
• I added unit tests and updated the docstrings
• I've used one of the conventional commit types for my PR title: fix:, feat:, build:, chore:, ci:, docs:, style:, refactor:, perf:, test:.
• I documented my code
• I ran pre-commit hooks and fixed any issue

[coveralls]

Pull Request Test Coverage Report for Build 7899489175

Details

• 0 of 0 changed or added relevant lines in 0 files are covered.
• 3 unchanged lines in 1 file lost coverage.
• Overall coverage increased (+0.004%) to 88.921%

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Files with Coverage Reduction	New Missed Lines	%
core/pipeline/pipeline.py	3	94.26%

Totals
Change from base Build 7889210421:	0.004%
Covered Lines:	4880
Relevant Lines:	5488

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💛 - Coveralls