Sven Geboers
88110b0aaa
Fix update_existing_motions: single write connection and module-level duckdb import
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Use one DuckDB write connection for the entire update loop instead of
opening/closing per row, wrapped in try/finally for proper cleanup.
Move 'import duckdb' to module level with other imports.
1 month ago
Sven Geboers
be8887f6f8
Add --skip-details, --update-existing flags to download_past_year.py with tests
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Enable backfilling body_text for existing motions that lack it (2016-2018 data).
New extract_besluit_id() and update_existing_motions() helpers support the
--update-existing mode, while --no-skip-details enables detail fetching during
normal downloads. Includes 7 tests covering URL parsing, DB update flow, and
argparse wiring.
1 month ago
Sven Geboers
2891e9ee70
feat: add StemAtlas Streamlit app, explorer, Docker deployment, blog charts
1 month ago
Sven Geboers
daa22c5e2b
feat: complete parliamentary embedding pipeline with full historical coverage
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- Add fused (SVD + text) embedding pipeline for annual windows 2016-2026
- Fix store_fused_embedding duplicate bug: DELETE before INSERT (idempotent)
- Add --text-batch-size CLI flag to run_pipeline.py (default 200)
- Add explicit --start-date/--end-date to download_past_year.py
- Backfill mp_votes for all motions (party-level votes, 111k new rows)
- Add similarity cache recompute: 212k rows across 9 annual windows
- Improve ai_provider retry logic, text_pipeline batching
- Improve analysis/political_axis PCA handling and visualizations
- Add diagnostic/utility scripts: compare_svd, generate_compass, inspect_axis, etc.
- Untrack data/motions.db (3.6GB binary), add to .gitignore with outputs/
- Update continuity ledger with full session state
1 month ago
Sven Geboers
847b783877
fix(pipeline): fix API pagination, add skip_details fast path, bulk mp_votes insert
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- _get_voting_records returns (records, besluit_meta) tuple; paginate via Besluit?expand=Stemming (469/mo vs 8400)
- get_motions(skip_details=True) bypasses per-motion detail chain (3 HTTP calls/motion)
- extract_mp_votes rewritten: bulk DataFrame insert (80k rows in 1.9s), includes party-level actors
- run_pipeline.py fixed: pass db_path not db, handle dict/int return types
- download_past_year.py: skip_details=True default, limit-per-chunk default 50000
1 month ago
Sven Geboers