Bug fixes:
- Swing point detection: false positives when all neighbors are NaN (all([]) == True)
- ROC indicator: division by zero when historical close price is zero
- News currency extraction: substring matching ("usd" in "usda") replaced with word-boundary regex
- ADX DX calculation: use epsilon instead of NaN to avoid cascade
- Signal aggregator: refactor ternary append, add pip_value<=0 guard
New tests (77) cover: swing point edge cases, ROC/ADX/RSI/MACD/BB boundaries,
regime classification, composite scoring, quality grade thresholds, EUR filter
pipeline, trade setup edge cases, MTF agreement, weekend filter, and integration.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
EUR/USD A-grade signals had inverted quality curve (-1.65R) because all
trades got RR≈0.50 and mature_move logic penalized high-score entries.
Fix: add per-pair trade setup params (sl_atr_floor=1.2, min_rr=1.0,
mature_move_threshold=35) and apply quality_scale to both tp_mult and
min_rr so A-grade gets wider TP targets. Also wire EUR config into
backtest via PAIR_PRODUCERS registry.
Result: A-grade now +1.24R (was -1.65R), total EUR/USD +10.06R (was +4.20R).
XAU/USD unchanged at +13.01R.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The old `weekday() >= 5` check blocked all of Sunday, but the forex
market reopens Sunday 22:00 UTC (Sydney open). Now uses proper time-based
check so the bot fetches data and generates signals on Sunday evening.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Signal daemon (signal_web.py): candle-boundary scanner mirroring
telegram_bot.py, publishes serialized SignalReport JSON to Redis.
Web API (web/app.py): thin FastAPI reader behind Apache, serves
/api/signals REST + /ws WebSocket from Redis pub/sub.
Frontend (web/static/index.html): 3-pair grid, color-coded signals,
indicator breakdown per timeframe, trade setup display.
Also: XAU-specific penalty scoping in signal_aggregator (softer
confidence penalties for gold, original strict values for forex),
pair-aware session filter routing XAU to its own blocked hours.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Move index dedup before OHLC consistency fix in _validate_and_clean
to prevent crash when df.loc[dup_idx] returns Series instead of scalar
- Add global flood backoff: detect RetryAfter, pause all sends/edits
until ban expires instead of retrying and escalating the ban
- Stop dashboard edit-fail → new-message spam cascade: track consecutive
failures, only resend after 3 failed edits
- Increase dashboard refresh from 5s to 30s, min send interval to 1.5s
- Add comprehensive QA test suite (140 tests across all 7 modules)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
harwinder