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QTZPOC-13

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QTZPOC-13: Introduce joblib fallback for MLflow model loading

Enhances model loading resilience by attempting to deserialize models directly with joblib if MLflow's native flavor loaders fail. This mechanism handles cases where .pkl files are present in the artifact.

Adds joblib as a core dependency and includes new end-to-end and unit tests to validate fallback behavior, covering success, no-fallback, and double-failure scenarios. Also updates .gitignore for .claude/ files and incorporates minor refactorings and linting adjustments across E2E tests and utility functions.
This commit is contained in:
Vitor Pimentel dos Santos
2026-08-11 11:36:22 -03:00
parent 6a8c41b328
commit c12f2996c2
17 changed files with 1063 additions and 175 deletions
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.gitignore vendored
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@@ -55,4 +55,5 @@ mlruns/
relatorio*
openspec/
.cursor/
.cursor/
.claude/