feat(frames): add dataframe conversion foundation#69
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Note
Medium Risk
New public API surface and pagination drain behavior can surprise callers who pass paginators without
limit; type inference and decimal handling affect downstream analytics correctness, though behavior is heavily tested.Overview
Adds a new
polymarket.frameslayer that turns Pydantic models,Pageresults, and homogeneous model sequences into PyArrow, pandas, or polars tables, with optional extras (arrow,pandas,polars,quant) andMissingOptionalDependencyErrorwhen backends are missing.The Arrow path infers column types (including nested structs/lists, decimal precision/scale, and guarded numeric promotion) and supports a per-type override registry;
OrderBookis flattened to per-level rows (withmarket/token_idwhen converting multiple books).Page,Paginator,AsyncPaginator, andOrderBookgainto_arrow/to_pandas/to_polarsvia a lazy_frames_bridge; paginator conversion requireslimit(rejecting raw paginators on the free functions) and can setdf.attrs["polymarket_truncated"]when capped.Packaging updates optional dependencies, dev test deps, pyright relaxations under
src/polymarket/frames, and a broad unit test suite for conversion, overrides, order books, pagination, and missing deps.Reviewed by Cursor Bugbot for commit 8ae911c. Bugbot is set up for automated code reviews on this repo. Configure here.