Mixed Precision Engine: Integration

from mixed_precision import analyze_field, reduce_field, verify_roundtrip
 
analysis = analyze_field(data, field_name="temperature")
reduced = reduce_field(data, target_dtype="float32")
verify_roundtrip(original, reduced)  # True if within certified tolerance

from mixed_precision.streaming import (
    certify_and_encode_frame,
    decode_wire_frame,
    StatefulCertifiedCompressor,
)
 
compressor = StatefulCertifiedCompressor(config)
wire = certify_and_encode_frame(sensor_window, compressor)
restored = decode_wire_frame(wire, compressor)

from mixed_precision import run_rf_product, generate_rf_scenario, PipelineConfig
 
scenario = generate_rf_scenario(...)
result = run_rf_product(scenario, PipelineConfig())
# FFT → matched filter → CFAR detection chain