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Deep Dive: Tracing SQLite Columns Back to Their Source Tables

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Originally published on Simon Willison's Weblog by Simon Willison

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Deep Dive: Tracing SQLite Columns Back to Their Source Tables

Summary & Key Takeaways ​

  • The article investigates how to identify the source table.column for each result in an arbitrary SQL query.
  • This capability would enhance Datasette by providing additional context for query results.
  • The challenge involves navigating complex SQL syntax like joins and Common Table Expressions (CTEs).
  • Claude Code (Opus 4.8) was used to explore potential solutions.
  • Promising approaches include using apsw, ctypes to access SQLite's C API, and interrogating EXPLAIN output.

Our Commentary ​

Simon Willison is at it again, diving into the nitty-gritty of data. This kind of problem, tracing data provenance, is deceptively complex but so crucial for robust tooling like Datasette. I find it fascinating how he leverages AI, specifically Claude Code, as a research partner. It's not just about getting answers, but exploring possibilities. It makes me think about how our own research processes are evolving.

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