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[AZ-381] C5 StateEstimator protocol + factory + C8 DTO reshape
- Add StateEstimator Protocol (6 methods, @runtime_checkable) + DTOs (EstimatorOutput, EstimatorHealth, IsamState, PoseSourceLabel, Quat) in _types/state.py per state_estimator_protocol.md v1.0.0. - Add C5 error hierarchy (StateEstimatorError + 3 subclasses) and C5StateConfig (strategy, keyframe_window, spoof gates, no_estimate_fallback_s) with __post_init__ validation. - Add ISam2GraphHandle Protocol + ISam2GraphHandleImpl skeleton (all 4 methods raise NotImplementedError naming AZ-382 as owner). - Add build_state_estimator factory + bind_state_ingest_thread for single-writer enforcement; ADR-002 build-flag gating (BUILD_STATE_<variant>); INFO log on success. - Strict reshape of legacy EstimatorOutput / EstimatorHealth across all 6 C8 production files (_outbound_provenance, _covariance_projector, pymavlink_ardupilot_adapter, msp2_inav_adapter, mavlink_gcs_adapter, interface) + 6 C8 test files (UUID frame_id, LatLonAlt position_wgs84, Quat orientation, PoseSourceLabel enum source_label). Remove ad-hoc DTOs from _types/pose.py and from C4's public __init__ (EstimatorOutput is a C5 concept, not a C4 one). - 20 AZ-381 AC tests (10 ACs + 4 config range + NFR + conformance). - Full suite: 521 passed, 2 skipped (+20 vs Batch 11). - Contracts: state_estimator_protocol.md v1.0.0 -> active; composition_root_protocol.md v1.2.0 -> v1.3.0 (additive state block + factory + ingest-thread binding). - Impl report: _docs/03_implementation/batch_12_cycle1_report.md. Co-authored-by: Cursor <cursoragent@cursor.com>
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**Producer task**: AZ-381 (Protocol + DTOs + factory + composition + concrete `ISam2GraphHandle`)
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**Consumer tasks**: AZ-382 (iSAM2 + IncrementalFixedLagSmoother wiring), AZ-383 (Factor adds), AZ-384 (Marginals + outputs), AZ-385 (Source-label + spoof gate), AZ-386 (ESKF baseline), AZ-387 (Smoothed history → FDR), AZ-388 (AC-5.2 fallback), AZ-389 (Orthorectifier → C6).
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**Version**: 1.0.0
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**Status**: draft
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**Last Updated**: 2026-05-10
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**Status**: active
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**Last Updated**: 2026-05-11
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**Module-layout home**: `src/gps_denied_onboard/components/c5_state/interface.py`, `src/gps_denied_onboard/components/c5_state/__init__.py`, `src/gps_denied_onboard/runtime_root/state_factory.py`
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## Purpose
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