66 lines
2.5 KiB
Python
66 lines
2.5 KiB
Python
"""External Omni Sandbox (EOS) Transduction Harness."""
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from __future__ import annotations
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from typing import Iterator
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import numpy as np
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from core.abi.geometric_delta import GeometricDelta
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from core.epistemic_state import EpistemicState
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from sensorium.adapters.omni_compiler import OmniCompiler
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class OmniHarness:
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"""Ingests high-entropy multimodal data from Google Omni and transduces it."""
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def __init__(self, mode: str = "mock"):
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self.mode = mode
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self.compiler = OmniCompiler()
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def stream_optical_flow(self, num_frames: int = 10) -> Iterator[GeometricDelta]:
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"""Maps rotational and translation dynamics to conformal bivectors."""
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for i in range(num_frames):
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# Mock optical flow -> 32-dim Cl(4,1) representation
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versor = np.zeros(32, dtype=np.float32)
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versor[0] = 1.0 # Scalar part
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# Introduce some synthetic physical shift
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versor[1 + (i % 5)] = 0.001 * i
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yield self.compiler.compile(
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modality="vision_eos",
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semantic={"type": "optical_flow", "frame": i},
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amr_scope={"time": i, "space": "global"},
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versor=versor,
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epistemic=EpistemicState.UNVERIFIED_POSSIBLE,
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)
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def stream_acoustics(self, num_frames: int = 10) -> Iterator[GeometricDelta]:
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"""Maps spatialized acoustics into holonomy loops."""
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for i in range(num_frames):
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versor = np.zeros(32, dtype=np.float32)
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versor[0] = 1.0
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versor[11] = 0.005 * i # Bivector component
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yield self.compiler.compile(
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modality="audio_eos",
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semantic={"type": "holonomy_loop", "frame": i},
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amr_scope={"time": i, "channels": 2},
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versor=versor,
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epistemic=EpistemicState.UNVERIFIED_POSSIBLE,
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)
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def stream_point_clouds(self, num_frames: int = 10) -> Iterator[GeometricDelta]:
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"""Maps depth map outputs into point-pairs and conformal spheres."""
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for i in range(num_frames):
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versor = np.zeros(32, dtype=np.float32)
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versor[0] = 1.0
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versor[16] = 0.01 * i # Trivector/Sphere representation
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yield self.compiler.compile(
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modality="sensor_eos",
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semantic={"type": "conformal_sphere", "frame": i},
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amr_scope={"time": i, "points": 1024},
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versor=versor,
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epistemic=EpistemicState.UNVERIFIED_POSSIBLE,
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)
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