Prototype implementation path

Problem

Before this task, the dataface inspect profiling pipeline existed only as a design concept with no runnable code path. There was no way to point the tool at a database table and get back a profile report — no query generation, no statistical aggregation, no semantic type detection, and no HTML output. Without a working end-to-end prototype, it was impossible to validate whether the proposed architecture (inspect query → column statistics → semantic typing → rendered report) would actually produce useful output for analysts or whether the approach had fundamental gaps.

Context

Possible Solutions

Plan

Implementation Progress

Review Feedback

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