Optimize components for large datasets

**Description**
Currently parsers lacks proper logging support.

**Proposed solution**
Add configurable logging with sensible defaults.

**Priority**: Low/Medium

Start by locating the parser entry points and any existing logging configuration or conventions in the repository. Resolve the scope mismatch between the large-dataset title and the parser-logging description, then confirm that parser logging is configurable, has sensible defaults, and behaves correctly in the relevant parser workflows.

Written by the indexing model from the issue text.