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fahricansecer 497b5d8d3b Merge pull request 'feat(ai-engine): value sniper thresholds and logic relaxed' (#5) from v28 into main
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Reviewed-on: #5
 2026-05-06 17:56:24 +03:00
fahricansecer 4f7090e2d9 feat(ai-engine): value sniper thresholds and logic relaxed 2026-05-06 17:44:45 +03:00
fahricansecer 5b5f83c8cf fix(ai-engine): remove target leakage from training data extraction
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- goals_form now uses avg of last 5 historical matches instead of current match goals
- squad_quality removes current match goals/assists, uses only pre-match known data
- adds temporal filtering via match_id -> mst_utc mapping
 2026-05-05 22:35:04 +03:00
fahricansecer bfddcaca7d gg
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2026-05-05 21:27:06 +03:00
fahricansecer 56d560af08 Update single_match_orchestrator.py
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2026-05-05 20:59:59 +03:00
fahricansecer 4bc51cfa99 fix(ai-engine): hoist ms_edge before score prediction branch to prevent UnboundLocalError
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2026-05-05 20:34:14 +03:00
fahricansecer fdb8a5d0f0 fix(ai-engine): sync FEATURE_COLS with trained models (82→102 features)
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- Load feature columns dynamically from feature_cols.json
- Add 20 missing odds_*_present boolean flags to fallback list
- Fixes LightGBM 'features in data (82) != training data (102)' crash
 2026-05-05 20:29:55 +03:00
fahricansecer 22596e69f2 fix(predictions): circuit breaker resilience + graceful degradation
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- Reset consecutiveFailures on cooldown expiry (half-open state)
  so a single retry failure doesn't immediately re-open the circuit
- Exclude AI Engine app-level 500s from circuit breaker count
  (only network/infra errors: timeout, 502, 503, 504, 429)
- Return null gracefully instead of throwing 503 when no cache exists
- Add DB fallback for non-cooldown AI Engine failures
- Remove blocking wait-and-retry that held requests for up to 20s
 2026-05-05 20:19:25 +03:00
fahricansecer f32badbd8f fix(predictions): cooldown fallback cascade + circuit breaker tuning
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- Add 4-level fallback when AI circuit breaker fires cooldown:
  1) In-memory cache (10min TTL)
  2) DB stored prediction (no TTL filter)
  3) DB cached prediction (with model version check)
  4) Wait out cooldown + retry once (max 20s wait)
- Raise circuit breaker threshold from 3 to 5 consecutive failures
- Reduce cooldown duration from 30s to 15s for faster recovery
- Add extractCooldownMs helper to parse remaining ms from error detail
 2026-05-05 20:11:19 +03:00
fahricansecer 5645b38f20 main
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2026-05-05 17:09:11 +03:00
fahricansecer 244d8f5366 feat(ai): expand training to 68K+ matches, add score model, backfill implied odds
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- extract_training_data.py: switch from top_leagues.json (23) to qualified_leagues.json (265)
- update_implied_odds.py: new script to backfill implied odds from real market data
- train_score_model.py: rewrite with v25 102-feature set + temporal split
- single_match_orchestrator.py: integrate ML score model with heuristic fallback
 2026-05-05 16:04:00 +03:00
fahricansecer 9bb8f39bca gg
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2026-05-05 14:06:20 +03:00
fahricansecer 7a1cf14e2f Update matches.service.ts
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2026-05-05 10:47:00 +03:00
fahricansecer 62c797d299 Update matches.service.ts
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2026-05-05 10:13:23 +03:00
fahricansecer 34cc4a6cbb Update matches.service.ts
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2026-05-05 01:04:56 +03:00
fahricansecer 27e96da31d main
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2026-05-04 18:00:40 +03:00
fahricansecer 145a8b336b fix(feeder): preserve pre-match odds when match goes live
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Live odds have missing selections (e.g. '1' key removed from Maç Sonucu
after kickoff), causing the AI model to produce wildly incorrect predictions
(e.g. 3.5% home win for Bristol City). Two guards added:

1. fetchOddsForMatches: Exclude live/finished matches from odds fetch query
2. processMatchOdds: Skip odds/lineups/sidelined overwrite if match already
   has pre-match odds and is live/finished
 2026-05-02 16:32:42 +03:00
fahricansecer 7a8960edb8 chore: remove debug checkpoint logs and temp SQL files
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2026-04-26 17:09:22 +03:00
fahricansecer 691c52f610 perf: replace Prisma relation queries with raw SQL for getExistingMatchIds and getMissingScopes - fixes Pi hang
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2026-04-26 17:07:19 +03:00
fahricansecer bc461429f6 debug: add checkpoint timestamps to processDate for hang diagnosis
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2026-04-26 17:04:46 +03:00
fahricansecer a338d02244 main
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2026-04-26 03:07:18 +03:00
fahricansecer 1623432039 fix: watchdog force-kill with SIGKILL fallback when process.exit is blocked 2026-04-26 02:27:51 +03:00
fahricansecer 4c7930e9d2 feat: add watchdog timer to detect and recover from hung API requests
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2026-04-25 11:20:30 +03:00
fahricansecer ec463cb927 fix: make canvas import optional for ARM64 compatibility 2026-04-25 02:41:53 +03:00
fahricansecer eab95c4e5c Update feeder.service.ts
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2026-04-25 02:23:38 +03:00
fahricansecer 9027cc9900 v28
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2026-04-24 23:46:28 +03:00
fahricansecer 3875f2a512 Create v28-pro-max-architecture.md
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2026-04-24 02:30:26 +03:00
fahricansecer 300dceeb4b Merge branch 'main' of https://gitea.bilgich.com/fahricansecer/iddaai-be
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2026-04-24 02:10:48 +03:00
fahricansecer ad01976fb9 fix: lineup data normalization + tomorrow match sync + player field mapping 2026-04-24 02:09:58 +03:00
fahricansecer 6880eb92f5 Merge pull request 'v26-shadow' (#4) from v26-shadow into main
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Reviewed-on: #4
 2026-04-24 01:15:54 +03:00
fahricansecer 9e2edd590c Merge branch 'main' into v26-shadow 2026-04-24 01:15:18 +03:00
fahricansecer b5c2edf346 gg 2026-04-24 01:15:05 +03:00
fahricansecer bf7473c1e7 Merge pull request 'fix: update version tags to v28 and temporarily disable cache for predictions' (#3) from v26-shadow into main
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Reviewed-on: #3
 2026-04-24 00:30:55 +03:00
fahricansecer 1f26a5bf2f fix: update version tags to v28 and temporarily disable cache for predictions 2026-04-24 00:11:00 +03:00
fahricansecer fb53fdf1df Merge pull request 'v26-shadow' (#2) from v26-shadow into main
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Reviewed-on: #2
 2026-04-23 22:29:23 +03:00
fahricansecer 634204acf0 v28 2026-04-23 22:22:59 +03:00
fahricansecer df428ed1e8 gg 2026-04-22 02:17:02 +03:00
fahricansecer 2ccd6831eb gg 2026-04-21 16:53:56 +03:00
fahricansecer 1346924387 gg 2026-04-19 13:23:00 +03:00
fahricansecer e4c74025e5 Merge pull request 'cron' (#1) from cron into main
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Reviewed-on: #1
 2026-04-16 17:22:36 +03:00
fahricansecer c8e7e4e927 cr 2026-04-16 17:21:48 +03:00
Gitea Actions c8fa4c442d chore: add docker info 2026-04-16 12:20:56 +00:00
fahricansecer 0f917695dd chore: add workflow
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2026-04-16 15:20:42 +03:00
fahricansecer 249c57346e first (part 4: residual files)
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2026-04-16 15:13:24 +03:00
fahricansecer 182f4aae16 first (part 3: src directory)
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2026-04-16 15:12:27 +03:00
fahricansecer 2f0b85a0c7 first (part 2: other directories)
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2026-04-16 15:11:25 +03:00
fahricansecer 7814e0bc6b first (part 1: root files)
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2026-04-16 15:09:10 +03:00
fahricansecer b4173c10bb fix: copy top_leagues config files to Docker image and fix port mapping
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2026-04-16 09:08:58 +03:00
fahricansecer 117a3c1f96 docs: add critical database safety rules to prompt.md 2026-04-15 17:42:35 +03:00
fahricansecer 6b194314c4 refactor: simplify docker deployment without ssh acting as native socket executor 2026-04-15 17:02:29 +03:00