Refactor temporal_data: CLI-driven runs, edge collapsing, and aligned node features
Replace the hardcoded CONFIG panel with an argparse CLI and rework the
structural-edge and node-feature handling.
Interface & config
- Drop the top-of-file CONFIG dict in favor of argparse:
--start_date (default 2014-01-01), --include_structural_edges /
--no_structural_edges, --skip_node_features, --trades_csv
(default data/processed/ml_dataset_continuous.csv), --snapshot_date.
- Fix the boolean-flag bug: the old "--include_structural_edges False"
evaluated truthy (any non-empty string); now a proper store_true/
store_false pair.
- Restore trade edges as the primary supervised edge type (event_type 0);
structural edges (lobbying/campaign/geo) are on by default and gated by
the flag pair rather than a per-file CONFIG toggle.
Input paths
- Read trades from data/processed/ml_dataset_continuous.csv and crosswalks/
company_sic from data/raw/ (was data/cropped/ across the board).
Structura…
