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radar_system/python_app/models/dataset_model.py
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2026-03-05 14:42:33 +03:00

62 lines
1.4 KiB
Python

"""Data models for sweep and processing payload collections."""
from __future__ import annotations
from dataclasses import dataclass, field
import numpy as np
@dataclass(frozen=True, slots=True)
class ComboKey:
"""Switch combination key: input position + output position."""
input_pos: int
output_pos: int
@dataclass(slots=True)
class TraceData:
"""One frequency-domain S21 trace for a specific switch combination."""
combo: ComboKey
frequency_hz: np.ndarray
s21: np.ndarray
@dataclass(slots=True)
class SweepCollection:
"""Raw or preprocessed collection containing multiple combo traces."""
collection_id: int
monotonic_ns: int
traces: list[TraceData] = field(default_factory=list)
@dataclass(slots=True)
class ResultPayload:
"""Processed payload item (trace-like or scalar) produced by processor stage."""
processing_name: str
kind: int
frequency_hz: np.ndarray
trace: np.ndarray
scalar_value: float = 0.0
@dataclass(slots=True)
class ResultBlock:
"""Result payload block grouped by one switch combination."""
combo: ComboKey
payloads: list[ResultPayload] = field(default_factory=list)
@dataclass(slots=True)
class ResultCollection:
"""Collection of processed payload blocks for one acquisition cycle."""
collection_id: int
monotonic_ns: int
blocks: list[ResultBlock] = field(default_factory=list)