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Require ddxdb 0.4.5, which frees each step's tables after their last reader
ddxdb 0.4.5 releases ddx's fixes for attention's backward (xqlsystems/ddx#220, #225), drops intermediate tables once nothing reads them (#223), and halves DuckDB's per-call overhead (#224). The GPT demo's steps match JAX on it, on DataFusion and DuckDB. Co-Authored-By: Claude Opus 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01NyN7idACeDMh94qrnFMu6h
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‎pyproject.toml‎

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@@ -62,7 +62,7 @@ geo = [
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# and breaks its API between minor versions. It reads and writes the
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# Substrait of DataFusion 55, so bump it together with that pin.
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ml = [
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"ddxdb>=0.4.3,<0.5; sys_platform != 'emscripten'",
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"ddxdb>=0.4.5,<0.5; sys_platform != 'emscripten'",
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]
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test = [
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"adbc-driver-flightsql>=1.12",
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"maturin>=1.9.1",
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# The ML demos: ddx's DuckDB backend, at the DuckDB it declares, and
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# JAX, which the demos check their results against.
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"ddxdb[duckdb]>=0.4.3,<0.5; sys_platform != 'emscripten'",
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"ddxdb[duckdb]>=0.4.5,<0.5; sys_platform != 'emscripten'",
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"jax",
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]
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‎uv.lock‎

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