|
| 1 | +""" |
| 2 | +Signal health and freshness models for IX-HapticSight. |
| 3 | +
|
| 4 | +This module defines backend-agnostic metadata structures that can be shared by: |
| 5 | +- force/torque interfaces |
| 6 | +- tactile interfaces |
| 7 | +- proximity interfaces |
| 8 | +- thermal interfaces |
| 9 | +- future scene-perception interfaces |
| 10 | +
|
| 11 | +The goal is to make signal trust explicit before those signals are consumed by |
| 12 | +runtime coordination or safety logic. |
| 13 | +""" |
| 14 | + |
| 15 | +from __future__ import annotations |
| 16 | + |
| 17 | +from dataclasses import dataclass, field |
| 18 | +from enum import Enum |
| 19 | +from time import time |
| 20 | +from typing import Optional |
| 21 | + |
| 22 | + |
| 23 | +class SignalHealth(str, Enum): |
| 24 | + """ |
| 25 | + Health classification for one normalized signal source. |
| 26 | + """ |
| 27 | + |
| 28 | + NOMINAL = "NOMINAL" |
| 29 | + DEGRADED = "DEGRADED" |
| 30 | + INVALID = "INVALID" |
| 31 | + UNAVAILABLE = "UNAVAILABLE" |
| 32 | + |
| 33 | + |
| 34 | +class SignalSourceMode(str, Enum): |
| 35 | + """ |
| 36 | + Source labeling to prevent confusion between live, replay, and simulated data. |
| 37 | + """ |
| 38 | + |
| 39 | + LIVE = "LIVE" |
| 40 | + REPLAY = "REPLAY" |
| 41 | + SIMULATION = "SIMULATION" |
| 42 | + BENCHMARK = "BENCHMARK" |
| 43 | + UNKNOWN = "UNKNOWN" |
| 44 | + |
| 45 | + |
| 46 | +@dataclass(frozen=True) |
| 47 | +class FreshnessPolicy: |
| 48 | + """ |
| 49 | + Freshness expectations for a signal stream. |
| 50 | +
|
| 51 | + `max_age_ms` is the maximum acceptable age for the most recent sample. |
| 52 | + When `required` is False, staleness may narrow behavior rather than block it. |
| 53 | + """ |
| 54 | + |
| 55 | + max_age_ms: int |
| 56 | + required: bool = True |
| 57 | + |
| 58 | + def is_fresh(self, *, sample_timestamp_utc_s: float, now_utc_s: Optional[float] = None) -> bool: |
| 59 | + now = float(now_utc_s if now_utc_s is not None else time()) |
| 60 | + age_ms = (now - float(sample_timestamp_utc_s)) * 1000.0 |
| 61 | + return age_ms <= float(self.max_age_ms) |
| 62 | + |
| 63 | + |
| 64 | +@dataclass(frozen=True) |
| 65 | +class SignalQuality: |
| 66 | + """ |
| 67 | + Quality metadata for a normalized signal sample. |
| 68 | +
|
| 69 | + This structure is intentionally generic so multiple sensing modalities can |
| 70 | + reuse it without inventing separate freshness or health semantics. |
| 71 | + """ |
| 72 | + |
| 73 | + source_mode: SignalSourceMode |
| 74 | + health: SignalHealth |
| 75 | + sample_timestamp_utc_s: float |
| 76 | + received_timestamp_utc_s: float = field(default_factory=time) |
| 77 | + sequence_id: Optional[int] = None |
| 78 | + source_name: str = "" |
| 79 | + frame: str = "" |
| 80 | + note: str = "" |
| 81 | + |
| 82 | + def age_ms(self, *, now_utc_s: Optional[float] = None) -> float: |
| 83 | + now = float(now_utc_s if now_utc_s is not None else time()) |
| 84 | + return max(0.0, (now - float(self.sample_timestamp_utc_s)) * 1000.0) |
| 85 | + |
| 86 | + def transport_latency_ms(self) -> float: |
| 87 | + return max(0.0, (float(self.received_timestamp_utc_s) - float(self.sample_timestamp_utc_s)) * 1000.0) |
| 88 | + |
| 89 | + def is_fresh(self, policy: FreshnessPolicy, *, now_utc_s: Optional[float] = None) -> bool: |
| 90 | + return policy.is_fresh( |
| 91 | + sample_timestamp_utc_s=self.sample_timestamp_utc_s, |
| 92 | + now_utc_s=now_utc_s, |
| 93 | + ) |
| 94 | + |
| 95 | + def is_usable(self, policy: Optional[FreshnessPolicy] = None, *, now_utc_s: Optional[float] = None) -> bool: |
| 96 | + if self.health in {SignalHealth.INVALID, SignalHealth.UNAVAILABLE}: |
| 97 | + return False |
| 98 | + if policy is None: |
| 99 | + return self.health in {SignalHealth.NOMINAL, SignalHealth.DEGRADED} |
| 100 | + fresh = self.is_fresh(policy, now_utc_s=now_utc_s) |
| 101 | + if policy.required: |
| 102 | + return fresh and self.health in {SignalHealth.NOMINAL, SignalHealth.DEGRADED} |
| 103 | + return self.health in {SignalHealth.NOMINAL, SignalHealth.DEGRADED} |
| 104 | + |
| 105 | + def freshness_summary( |
| 106 | + self, |
| 107 | + policy: FreshnessPolicy, |
| 108 | + *, |
| 109 | + now_utc_s: Optional[float] = None, |
| 110 | + ) -> dict[str, object]: |
| 111 | + return { |
| 112 | + "source_mode": self.source_mode.value, |
| 113 | + "health": self.health.value, |
| 114 | + "sample_timestamp_utc_s": float(self.sample_timestamp_utc_s), |
| 115 | + "received_timestamp_utc_s": float(self.received_timestamp_utc_s), |
| 116 | + "age_ms": self.age_ms(now_utc_s=now_utc_s), |
| 117 | + "max_age_ms": int(policy.max_age_ms), |
| 118 | + "required": bool(policy.required), |
| 119 | + "fresh": bool(self.is_fresh(policy, now_utc_s=now_utc_s)), |
| 120 | + "usable": bool(self.is_usable(policy, now_utc_s=now_utc_s)), |
| 121 | + "sequence_id": self.sequence_id, |
| 122 | + "source_name": self.source_name, |
| 123 | + "frame": self.frame, |
| 124 | + "note": self.note, |
| 125 | + } |
| 126 | + |
| 127 | + |
| 128 | +@dataclass(frozen=True) |
| 129 | +class MultiSignalFreshness: |
| 130 | + """ |
| 131 | + Compact multi-modality freshness summary for runtime checks. |
| 132 | +
|
| 133 | + This is a generic interface-side summary and does not replace the runtime's |
| 134 | + richer SignalFreshness model. It exists so interface layers can expose a |
| 135 | + normalized freshness snapshot before runtime code consumes signal payloads. |
| 136 | + """ |
| 137 | + |
| 138 | + force_torque: bool = False |
| 139 | + tactile: bool = False |
| 140 | + proximity: bool = False |
| 141 | + thermal: bool = False |
| 142 | + scene: bool = False |
| 143 | + |
| 144 | + def all_required( |
| 145 | + self, |
| 146 | + *, |
| 147 | + require_force_torque: bool = False, |
| 148 | + require_tactile: bool = False, |
| 149 | + require_proximity: bool = False, |
| 150 | + require_thermal: bool = False, |
| 151 | + require_scene: bool = False, |
| 152 | + ) -> bool: |
| 153 | + checks = [ |
| 154 | + (require_force_torque, self.force_torque), |
| 155 | + (require_tactile, self.tactile), |
| 156 | + (require_proximity, self.proximity), |
| 157 | + (require_thermal, self.thermal), |
| 158 | + (require_scene, self.scene), |
| 159 | + ] |
| 160 | + return all(actual for required, actual in checks if required) |
| 161 | + |
| 162 | + def any_available(self) -> bool: |
| 163 | + return any([ |
| 164 | + self.force_torque, |
| 165 | + self.tactile, |
| 166 | + self.proximity, |
| 167 | + self.thermal, |
| 168 | + self.scene, |
| 169 | + ]) |
| 170 | + |
| 171 | + |
| 172 | +__all__ = [ |
| 173 | + "SignalHealth", |
| 174 | + "SignalSourceMode", |
| 175 | + "FreshnessPolicy", |
| 176 | + "SignalQuality", |
| 177 | + "MultiSignalFreshness", |
| 178 | +] |
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