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Extract helper methods and reduce code duplication across parsers (#2637)
* Refactor DataModel methods to reduce duplication and improve clarity
* Refactor schema parsing methods to reduce duplication and improve readability
* Refactor data type handling to reduce duplication and improve clarity
* Refactor data type replacement logic to improve clarity and reduce duplication
* Refactor data type replacement logic to improve clarity and reduce duplication
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Refactor methods to reduce duplication and improve clarity
* Refactor get_dedup_key method to include use_default parameter for improved deduplication logic
* Refactor condition checks and remove redundant comments for improved clarity
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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