forked from animatedread/Warrior_EA
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1e6d00e602 |
fix(vote): a resumed converged model passed the eligibility test and then abstained on every bar
Found by restarting the terminal against three charts that had just deployed - the exact scenario |
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d9092a2408 |
fix(vote): persist the member's skill verdict - a converged model was ruled no-skill on every restart
SP500 resumed converged at era 136 with its tier ladder correctly restored and still swept 4999 bars reporting "0 had a snapshot, drew 0 arrow(s)" while the other five charts drew 221-312. HasDemonstratedEdge() - added with the no-skill exclusion - compares m_eraStatPrecPct against m_eraStatChancePct. Both are written once per era by EnsembleStashEraStats. A converged model runs no eras, so after a restart both sat at their -1 ctor defaults, every member was ruled no-skill, ReconstructionWeight() returned 0 for all four, and the overlay divisor was zero on every bar. Exactly the failure the WST7 ladder persistence fixed one level down: the ladder says how much a member votes, this says whether it may. RankTiersFromOos already computes the pair (pooled holdout precision and the zero-skill reference rate) and now records it as the CERTIFIED edge. That path is reached by the era end AND by the deployed replay, which is the only measurement a converged model will ever make. Persisted as WST8; HasDemonstratedEdge() prefers the era pair and falls back to it. The census line also had to be fixed: it reported "NOT ONE of those bars had a single member snapshot ... no enrolled member has published m_overlaySigSnap" for a condition that was purely a skill verdict. The snapshots were there. It now counts the two causes separately and names the one that fired. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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b1c3a898aa |
fix(persist): adopt the pinned threshold on load; trim the accuracy label
THE REGRESSION, mine, from |
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cb1d86e477 |
fix(vote): persist the tier ladder - a converged model was mute after every restart
THIS IS NOT A DISPLAY BUG. A deployed model could not vote, or trade, at
any point after a terminal restart, and never would have.
LiveVoteContribution() returns 0 for every call until m_tiersSelfRanked
is set - deliberately, and correctly: before RankTiersFromOos() runs,
m_pattern_0..3 hold the constructor's stock 25/50/75/100, which since the
2026-08-18 currency change is the WRONG UNIT rather than a weak opinion,
and one unranked member would drag the whole ensemble over any threshold.
But that ladder is produced ONLY by a completed pass 3, and it was never
persisted - the code comment at LiveVoteContribution says so outright.
A converged model runs no further passes. So on every restart it lost its
entire vote permanently:
LiveVoteContribution -> 0 => no live vote ("0 vote/4 flat")
ReconstructionWeight -> 0 => overlay divisor 0 ("0 had a snapshot")
=> no arrows
=> no fired bars, so g_ensCumOosTotal stays 0
=> "measuring..." forever
Every symptom reported over the last three exchanges is that one cause.
The log is unambiguous: six H4 charts resumed at era 70/71, all 24
rescans completed with ~2700 Buy / ~2200 Sell per model, and the overlay
then swept 4999 bars finding "0 had a snapshot". The calls were there;
nothing was permitted to count them.
WST7 now stores the four tier weights, the module trust weight and the
self-ranked flag beside the model. Restored only when the stored flag
says the ladder was MEASURED - a .stats written before a model's first
pass 3 holds the stock ladder, and adopting that as if measured is the
exact error the flag exists to prevent.
A .stats predating WST7 has no ladder, so existing converged models stay
silent until their next scoring pass mints one. That case now prints a
warning naming all three of its symptoms, because each one independently
looks like a different bug.
Compile-verified in _claude_stage: 0 errors, 0 warnings.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
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484a9d8b0f |
fix(panel,arrows): one deploy predicate, a deployed-only readout, and persist the vote arrows
Four reported symptoms, three of them one root cause: the ensemble's certified record was session-scoped and written ONLY at pass-3 completion. A deployed ensemble runs no further eras, so every restart lost the aggregate win rate, the aggregate panel line and the overlay snapshots - and could never regenerate them, because regeneration only happens at an era end that will never come. THE SELF-CONTRADICTION. Member rows read "Live - learning from new bars" (from m_trainingComplete) while the line under them read "training, not tradable yet" (from `prospective`, which means "this number came from ProspectiveVote() rather than a real Direction() call" - what happens on any bar where every member abstains, and which says nothing whatever about training state). Both now resolve through one predicate: WarriorChartModelsDeployed(), fed by members publishing their own state on the same slot and cadence as their vote. Adds a third verdict word, "armed (bar still open)", for a deployed model on a prospective recompute - the case that used to claim it was training. DEPLOYED PANEL. Once every published model is converged the per-member rows are dropped: what ships is the aggregate vote win rate, the live vote, and the verdict. While training the rows stay - they are the only way a collapsed or lagging member is visible, since a collapsed member abstains and so is invisible in the aggregate by construction. ACCURACY NOW RESPECTS THE ENTRY THRESHOLD. The panel's "precision 65%" came from m_cumOosCorrect/m_cumOosTotal, which counts every bar a model called Buy or Sell - threshold-blind, and per-model rather than per-vote. The correct number already existed (votePrecPct: bars where |vote| >= threshold and the direction policy allows) and is now what the panel shows, with the threshold named in the text because the number is meaningless without it. VOTE ARROWS PERSIST. With DrawUnfilteredSignals off - the default - the chart shows SIG_VOTE_PREFIX arrows, and nothing saved them: CChartUI's .arrows sidecar is member-scoped and never saw that layer. New CVoteArrowStore mirrors them to a chart-keyed sidecar and restores them progressively at init, on the same budgeted non-blocking path. The header stores the open/close thresholds; a mismatch on load DISCARDS the arrows rather than redrawing a picture of a strategy no longer configured - stale arrows are worse than none, because none is visibly empty and stale is confidently wrong. Also: .stats bumped to WST7 carrying the ensemble record (guarded on threshold match, most-complete-copy-wins), and the loader's version tests collapsed from an or-chain to ">=" - the magics are ASCII 'WST1'.. 'WST7' so they are already ordered, and a missed arm in that chain reads the NEXT field's bytes into this one, which fails as plausible numbers rather than as an error. Compile-verified in _claude_stage: 0 errors, 0 warnings. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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8f2164698b |
feat(target): delete the barrier/geometry stack - the label is the verdict
Step 3 of the swing-pivot plan, whole-hog. The swing label is now the ONE target and the era verdict is precision + recall per class against the label's own base rate - no win rate, no break-even, no expectancy, no geometry anywhere in training. DELETED - Expert/Excursion/ (4), Expert/BarrierHorizon/ (4), GeometrySweep, FirstPassageLadder, Labeling/TripleBarrier.mqh (CLabelOverlap survives in Labeling/LabelOverlap.mqh), 3 test EAs. - TripleBarrierLabel + walk, fractal label, geometry derivation/scan/ adoption, exit-policy replay, excursion MI targets, the drift verdict (DIRECTION_INTELLIGENT), the recall floor, balanced-accuracy telemetry, the barrier defines, the .cfg geometry adopt (slots kept as zeros for the positional layout), the derived-geometry live-order override. - TRAINING_TARGET input/enum: direction models are always swing; META2 re-keys the meta head onto label agreement (descriptor loses its two geometry slots). REWORKED - Labels.mqh (1795 -> ~370 lines): AdvanceSwingLabelState with FINALITY-GATED CACHING - an unresolved bar (pivot pair uncommitted) is never cached, so it can never freeze as a false Neutral; training, calibration, OOS scoring and online learning all skip unresolved bars. - SDeployVerdict: significance-only; SOosTally chance = larger directional class share; pooled gate poolability = timeframe (record v2). - Purge/embargo/declustering gaps: the measured mean label resolution lag (LabelResolutionBars), not a barrier horizon. - Pool purge key + backfill DB rows: marked at the bar the label resolved on (m_labelResolveAge), not a fabricated barrier touch. - Online learning frontier: finality, not a horizon delay. - m_bestBalancedOos -> m_bestSelectionScore, m_erasSinceBestBalanced -> m_erasSinceBest, ensemble vote outcome arrays -> label arrays. STEP 4 folded in: Entry_Multiplier / SL_Mode / TP_Mode / tradingdirection are inputs again - trade management is the tester GA's search space. Fingerprints: every direction model re-keys (TGT:SWG1 now unconditional, CUT token gone); META1 -> META2. Full retrain, as planned. Compile-verified in _claude_stage: Warrior_EA + both surviving test EAs, 0 errors, 0 warnings each. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> |
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1b077eeee4 |
refactor(persistence): dedupe the exponential-backoff retry loop into RetryWithBackoff
CopyFileWithRetry (System/SharedFileCopy.mqh) and CModelPersistence:: LoadNetWithRetry independently implemented the identical 5-attempt Sleep-doubled-and-capped retry shape around a different single operation, with a comment on the latter pointing at the former as the "same reasoning" instead of sharing code. Added System/RetryWithBackoff.mqh: an IRetryableOp interface (one bool TryOnce(bool quiet) method, MQL5 has no closures/function pointers that bind per-call-site arguments) plus the RetryWithBackoff(op, attempts, initialDelayMs, delayCapMs) loop. Each call site now defines a tiny local operand class (CCopySharedFileOp, CLoadNetOnceOp) and keeps its own tuning constants (150ms/1000ms cap vs 200ms/2000ms cap) unchanged - pure mechanical relocation, no behavior change. CModelPersistence stays stateless (grep-verified in the prior Persistence extraction): CLoadNetOnceOp is a separate local class, not a new member on CModelPersistence itself. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> |
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87382748d3 |
refactor(persistence): ModelPersistence is a real collaborator, not a raw-include partial (S3)
Expert/AIBase/Persistence.mqh (598 lines, 8 methods) -> Expert/Persistence/: IPersistenceView.mqh (abstract, 68 read+write accessors) + AIBasePersistenceView.mqh/ AIBasePersistenceViewImpl.mqh (the adapter) + ModelPersistence.mqh (CModelPersistence, the real collaborator - signal owns m_modelPersistence and binds it to m_persistenceView, same shape as ChartUI's S2). Grep-verified before starting: every field these 8 methods touch is ALSO touched elsewhere in the class (Training/Lifecycle/OnlineLearning/Topology/FeatureScreen/ Labels.mqh) or already exposed via ChartView. Zero exclusive state, unlike ChartUI's arrow-restore/rescan queues - CModelPersistence is stateless, holding only the borrowed view pointer, operating entirely through 68 Persist*/PersistSet*() accessors on the signal. ValidateCpuInference's Net-pointer/throwaway-clone core is ONE consolidated view call (PersistRunCpuInferenceSelfCheck) rather than field-by-field - irreducible pointer/ object work, not signal state, same doctrine as ChartScoreBarForRescan. LoadNetWithRetry keeps its original CheckPointer(Net)-free Net.Load() call unchanged (no guard added - would change failure behaviour on what must be a pure relocation). This code writes the actual on-disk .cfg/.stats binary layouts every deployed model depends on (explicit "DO NOT REORDER" comment in the original), so beyond compiling clean (0 errors, 0 warnings) this was verified with a positional field-order diff: every FileWrite*/FileRead* call's target field, extracted and normalized from both the original and the new file, matches 1:1 in the same order (43/43 on the write side covering SaveModelStats+SaveTopologyConfiguration, 17/17 on LoadModelStats' read side; LoadAndCompareTopologyConfiguration's local-variable read block was copied verbatim, untouched, so nothing to diff there). The magic-version conditionals (WST2-6, haveDerivedStages/haveBarrierGeometry/etc.) moved unchanged. All 8 methods keep their exact original signatures as one-line forwards - zero external call sites changed. |