Add ARCHITECTURE.md documenting data flow and active vs. legacy code

Built with a graphify code-graph pass, mirroring the audit done on the
sibling Lotto 6aus49 project. Documents the ingestion -> training ->
tip generation -> notification flow and several findings:

- The data-fetch fallback chain (lottoAPI/Lottoland/Sazka.cz + web
  scraper) is already more robust here than Lotto's was before its fix.
- UltimateAIMLEurojackpotGenerator (and its EurojackpotAIMLEngine/
  PatternEngine/HybridOptimizer) is duplicated verbatim in an unused
  ultimate_ai_ml_eurojackpot_generator_v2.1_backup.py.
- A third standalone generator (optimized_eurojackpot_generator.py)
  and a second updater (update_historical_data.py) exist but aren't
  wired into automation, alongside ~12 unreferenced analysis scripts.
- The popularity/quality score still uses the pre-fix Lotto approach
  (ad-hoc lucky-number list, no arithmetic-progression detection, no
  odd/even split heuristic, popularity only 20% of quality) and Euro
  number selection has no EV consideration at all - a follow-up to
  port the Lotto fix has not been done yet.

graphify-out/ itself is gitignored as a regenerable build artifact.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>

This commit is contained in:

cbazza

2026-08-10 18:50:02 +02:00

co-authored by

Claude Sonnet 5

parent f8fbe265c0

commit 5703e6a12c

2 changed files with 164 additions and 0 deletions

.gitignore

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@@ -33,3 +33,6 @@ data/backups/
 data/*.backup*
 data/generated_tips/weekly_tips_*.csv
 data/performance_reports/
 # graphify Code-Graph (regenerierbar via /graphify --update)
 graphify-out/