Initial commit: Add project files
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namespace KArtSell.Modules.ModelOperations.FeedbackLoop;
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public enum ModelFeedbackCycleState
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{
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Planned,
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PredictionFrozen,
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OutcomesMaturing,
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Evaluated,
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ImprovementProposed,
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ChallengerPlanned,
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IndependentlyValidated,
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PromotionReviewPending,
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BusinessHold,
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Closed
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}
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public sealed record ModelFeedbackTransition(
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ModelFeedbackCycleState From,
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ModelFeedbackCycleState To,
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string ReasonCode,
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string EvidenceHash,
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string ActorId,
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DateTimeOffset OccurredAt);
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public sealed class ModelFeedbackCycle
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{
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private static readonly IReadOnlyDictionary<ModelFeedbackCycleState, IReadOnlySet<ModelFeedbackCycleState>> Allowed =
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new Dictionary<ModelFeedbackCycleState, IReadOnlySet<ModelFeedbackCycleState>>
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{
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[ModelFeedbackCycleState.Planned] = Set(ModelFeedbackCycleState.PredictionFrozen, ModelFeedbackCycleState.BusinessHold),
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[ModelFeedbackCycleState.PredictionFrozen] = Set(ModelFeedbackCycleState.OutcomesMaturing, ModelFeedbackCycleState.BusinessHold),
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[ModelFeedbackCycleState.OutcomesMaturing] = Set(ModelFeedbackCycleState.Evaluated, ModelFeedbackCycleState.BusinessHold),
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[ModelFeedbackCycleState.Evaluated] = Set(ModelFeedbackCycleState.ImprovementProposed, ModelFeedbackCycleState.Closed, ModelFeedbackCycleState.BusinessHold),
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[ModelFeedbackCycleState.ImprovementProposed] = Set(ModelFeedbackCycleState.ChallengerPlanned, ModelFeedbackCycleState.Closed, ModelFeedbackCycleState.BusinessHold),
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[ModelFeedbackCycleState.ChallengerPlanned] = Set(ModelFeedbackCycleState.IndependentlyValidated, ModelFeedbackCycleState.BusinessHold),
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[ModelFeedbackCycleState.IndependentlyValidated] = Set(ModelFeedbackCycleState.PromotionReviewPending, ModelFeedbackCycleState.Closed, ModelFeedbackCycleState.BusinessHold),
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[ModelFeedbackCycleState.PromotionReviewPending] = Set(ModelFeedbackCycleState.Closed, ModelFeedbackCycleState.BusinessHold),
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[ModelFeedbackCycleState.BusinessHold] = Set(ModelFeedbackCycleState.Planned, ModelFeedbackCycleState.Closed),
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[ModelFeedbackCycleState.Closed] = new HashSet<ModelFeedbackCycleState>()
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};
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private readonly List<ModelFeedbackTransition> transitions = [];
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public ModelFeedbackCycle(Guid cycleId, string scopeKey, string baseModelVersion, DateTimeOffset startedAt)
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{
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if (cycleId == Guid.Empty) throw new ArgumentException("Cycle ID is required.", nameof(cycleId));
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if (string.IsNullOrWhiteSpace(scopeKey)) throw new ArgumentException("Scope key is required.", nameof(scopeKey));
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if (string.IsNullOrWhiteSpace(baseModelVersion)) throw new ArgumentException("Base model version is required.", nameof(baseModelVersion));
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CycleId = cycleId;
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ScopeKey = scopeKey;
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BaseModelVersion = baseModelVersion;
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StartedAt = startedAt;
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State = ModelFeedbackCycleState.Planned;
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Revision = 1;
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LastOccurredAt = startedAt;
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}
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public Guid CycleId { get; }
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public string ScopeKey { get; }
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public string BaseModelVersion { get; }
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public DateTimeOffset StartedAt { get; }
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public ModelFeedbackCycleState State { get; private set; }
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public int Revision { get; private set; }
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public DateTimeOffset LastOccurredAt { get; private set; }
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public DateTimeOffset? ClosedAt { get; private set; }
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public IReadOnlyList<ModelFeedbackTransition> Transitions => transitions;
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public ModelFeedbackTransition MoveTo(
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ModelFeedbackCycleState next,
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string reasonCode,
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string evidenceHash,
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string actorId,
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DateTimeOffset occurredAt)
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{
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if (!Allowed[State].Contains(next))
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throw new InvalidOperationException($"Feedback cycle transition {State} -> {next} is not allowed.");
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if (string.IsNullOrWhiteSpace(reasonCode)) throw new ArgumentException("Reason code is required.", nameof(reasonCode));
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if (string.IsNullOrWhiteSpace(evidenceHash)) throw new ArgumentException("Evidence hash is required.", nameof(evidenceHash));
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if (string.IsNullOrWhiteSpace(actorId)) throw new ArgumentException("Actor ID is required.", nameof(actorId));
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if (occurredAt < LastOccurredAt) throw new InvalidOperationException("Feedback transition time cannot move backwards.");
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var transition = new ModelFeedbackTransition(State, next, reasonCode, evidenceHash, actorId, occurredAt);
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transitions.Add(transition);
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State = next;
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Revision++;
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LastOccurredAt = occurredAt;
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if (next == ModelFeedbackCycleState.Closed) ClosedAt = occurredAt;
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return transition;
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}
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private static IReadOnlySet<ModelFeedbackCycleState> Set(params ModelFeedbackCycleState[] states)
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=> new HashSet<ModelFeedbackCycleState>(states);
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}
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