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fahricansecer e001ce9ab5 fix: guarantee iddaai-ai-engine network alias on every deploy
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2026-05-20 10:40:00 +03:00
fahricansecer 9481ad7094 changes
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2026-05-20 10:10:28 +03:00
fahricansecer 1d4aa36602 gg
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2026-05-18 00:08:50 +03:00
fahricansecer 5574a3c59d feat: separate commentary endpoint - non-blocking Ollama
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2026-05-17 16:47:05 +03:00
fahricansecer 94c7a4481a main
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2026-05-17 02:17:22 +03:00
fahricansecer 17ace9bd12 feat: Ollama AI expert commentary integration
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- OllamaClient utility for llama3.2:3b API calls (timeout 30s, non-fatal)
- OllamaCommentary service builds structured Turkish prompt from prediction data
- PredictionsService enriches response with ai_expert_commentary field
- Frontend prediction-card displays AI commentary section above match_commentary
 2026-05-17 02:09:04 +03:00
fahricansecer 2b87669f41 gg
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2026-05-13 16:56:14 +03:00
fahricansecer 2507678bc0 gg
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2026-05-12 17:41:49 +03:00
fahricansecer 2b8dce665f gg
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2026-05-12 03:06:54 +03:00
fahricansecer b6d64b59bf main
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2026-05-12 02:43:02 +03:00
fahricansecer f8599bdb9a gg
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2026-05-11 23:11:41 +03:00
fahricansecer 4dcc4ced50 gg
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2026-05-11 20:50:31 +03:00
fahricansecer 70fdc066c7 Merge branch 'v28'
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2026-05-10 22:52:21 +03:00
fahricansecer f3362f266c gg 2026-05-10 22:52:05 +03:00
fahricansecer 8ce8fa5b94 Merge pull request 'gg' (#6) from v28 into main
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Reviewed-on: #6
 2026-05-10 10:39:32 +03:00
fahricansecer c525b12dfd gg 2026-05-10 10:37:45 +03:00
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