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pyGUI/src/pygui/backend/session_controller.py
T
jack ca1a514f23 feat: Wafer Map integration
## Backend — Session & playback
- Add SessionController (QML-facing live/review controller) with
  loadedFile property for active-file highlight binding
- Add SessionModel, FramePlayer, and CsvRecorder for state machine,
  frame seek/step/speed, and CSV recording
- Add SensorEditor for per-sensor value overrides (replace + offset)
2026-06-11 11:55:34 -07:00

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"""QML-facing controller for the live/review wafer dashboard."""
from __future__ import annotations
import logging
from typing import Any, Optional
from PySide6.QtCore import QObject, Property, QTimer, Qt, Signal, Slot
from pygui.backend.csv_recorder import CsvRecorder
from pygui.backend.frame import Frame
from pygui.backend.frame_player import FramePlayer, frames_from_wafer_data
from pygui.backend.session_model import SessionModel
from pygui.backend.threshold_classifier import ThresholdConfig
from pygui.backend.zwafer_models import Sensor
from pygui.backend.zwafer_parser import ZWaferParser
from pygui.serialcomm.stream_reader import StreamReader
from pygui.backend.sensor_editor import SensorEditor
log = logging.getLogger(__name__)
MODE_LIVE = "live"
MODE_REVIEW = "review"
class SessionController(QObject):
# public signals
frameUpdated = Signal() # any property below may have changed
modeChanged = Signal()
stateChanged = Signal()
recordingChanged = Signal()
sensorsChanged = Signal()
loadedFileChanged = Signal()
# private: marshal a worker-thread frame onto the main thread
_liveFrame = Signal(object) # Frame
def __init__(self, parent: QObject | None = None) -> None:
super().__init__(parent)
self._mode = MODE_REVIEW
self._model = SessionModel()
self._player = FramePlayer()
self._reader: Optional[StreamReader] = None
self._recorder = CsvRecorder()
self._sensors: list[Sensor] = []
self._last = None # last SessionUpdate
self._elapsed = 0.0
self._play_timer = QTimer(self)
self._play_timer.timeout.connect(self._advance)
self._speed = 1.0
# Q1: coalesce live repaints to ~20 Hz; data is still processed every frame.
self._repaint_timer = QTimer(self)
self._repaint_timer.setInterval(50) # ~20 Hz
self._repaint_timer.timeout.connect(self._flush_repaint)
self._dirty = False
self._liveFrame.connect(self._on_live_frame, Qt.ConnectionType.QueuedConnection)
self._sensor_editor = SensorEditor()
self._last_raw_frame: Frame | None = None
self._loaded_file: str = ""
# ---- properties QML binds to ----
@Property(str, notify=modeChanged)
def mode(self) -> str: return self._mode
@Property(int, notify=frameUpdated)
def frameIndex(self) -> int: return self._player.index
@Property(int, notify=frameUpdated)
def frameTotal(self) -> int: return self._player.total
@Property(str, notify=stateChanged)
def state(self) -> str: return self._last.state if self._last else "idle"
@Property(bool, notify=recordingChanged)
def recording(self) -> bool: return self._recorder.is_recording
@Property(list, notify=frameUpdated)
def sensorDots(self) -> list[dict]:
"""Per-sensor render data for the radial map."""
if not self._last:
return []
out = []
for i, s in enumerate(self._sensors):
v = self._last.values[i] if i < len(self._last.values) else 0.0
band = self._last.bands[i] if i < len(self._last.bands) else "in_range"
out.append({"label": s.label, "x": s.x, "y": s.y,
"value": round(v, 2), "band": band, "index": i})
return out
# ---- WaferMapItem bindings (split view of sensorDots) ----
@Property("QVariantList", notify=sensorsChanged)
def sensorLayout(self) -> list:
"""[{label, x, y}] for WaferMapItem.sensors."""
return [{"label": s.label, "x": s.x, "y": s.y} for s in self._sensors]
@Property("QVariantList", notify=frameUpdated)
def sensorValues(self) -> list:
"""[float] in sensor order."""
if not self._last:
return []
return [round(v, 3) for v in self._last.values]
@Property("QVariantList", notify=frameUpdated)
def sensorBands(self) -> list:
"""['in_range'|'high'|'low'] in sensor order."""
if not self._last:
return []
return list(self._last.bands)
@Property(float, notify=frameUpdated)
def target(self) -> float:
"""Resolved band center (frame mean in auto mode, else set_point)."""
return self._last.target if self._last else 149.0
@Property(float, notify=frameUpdated)
def margin(self) -> float:
"""Resolved band half-width (frame 1σ in auto mode, else margin)."""
return self._last.margin if self._last else 1.0
@Property(dict, notify=frameUpdated)
def stats(self) -> dict:
if not self._last:
return {}
s = self._last.stats
return {"min": round(s.min, 2), "minIndex": s.min_index + 1,
"max": round(s.max, 2), "maxIndex": s.max_index + 1,
"diff": round(s.diff, 2), "avg": round(s.avg, 2),
"sigma": round(s.sigma, 2), "threeSigma": round(s.three_sigma, 2)}
@Property(str, notify=loadedFileChanged)
def loadedFile(self) -> str: return self._loaded_file
@Property("QVariantList", notify=frameUpdated)
def overriddenSensors(self) -> list[int]:
"""Indices of sensors that currently have a replacement or offset."""
return self._sensor_editor.active_indices()
# ---- mode + thresholds ----
@Slot(str)
def setMode(self, mode: str) -> None:
if mode == self._mode:
return
self.stopStream()
self._play_timer.stop()
self._mode = mode
self.modeChanged.emit()
@Slot(float, float, bool)
def setThresholds(self, set_point: float, margin: float, auto: bool) -> None:
self._model.set_thresholds(ThresholdConfig(set_point, margin, auto))
if self._last: # re-band current frame in place
self._reprocess_current()
# ---- review: file load + playback ----
@Slot(str)
def loadFile(self, file_path: str) -> None:
from pygui.backend.data_records import is_official_csv, read_data_records, read_official_csv
sensors: list[Sensor] = []
frames = []
if is_official_csv(file_path):
sensors, records = read_official_csv(file_path)
frames = frames_from_wafer_data(None, records)
else:
try:
data, _ = ZWaferParser().parse(file_path)
except (ValueError, KeyError) as exc:
log.warning("Could not parse %s: %s", file_path, exc)
return
if data is None or not data.sensors:
log.warning("Could not parse %s", file_path)
return
records = read_data_records(file_path)
sensors = data.sensors
frames = frames_from_wafer_data(data, records)
if not sensors or not frames:
log.warning("No sensors or data in %s", file_path)
return
self._sensors = sensors
self._player.load(frames)
self._model.reset()
self._loaded_file = file_path
self.loadedFileChanged.emit()
self.sensorsChanged.emit()
self._emit_current()
@Slot()
def play(self) -> None:
self._play_timer.start(self._next_interval_ms())
@Slot()
def pause(self) -> None: self._play_timer.stop()
@Slot()
def stop(self) -> None:
self._play_timer.stop()
self._player.seek(0)
self._emit_current()
@Slot(int)
def step(self, delta: int) -> None:
self._play_timer.stop()
self._player.step(delta)
self._emit_current()
@Slot(int)
def seek(self, i: int) -> None:
self._player.seek(i)
self._emit_current()
@Slot(float)
def setSpeed(self, x: float) -> None:
self._speed = max(0.1, x)
if self._play_timer.isActive():
self._play_timer.start(self._next_interval_ms())
def _next_interval_ms(self) -> int:
"""Timer interval in ms for the next frame, scaled by playback speed. Falls back to 500ms."""
ms = self._player.next_frame_ms()
if ms <= 0:
ms = 500.0
return max(1, int(ms / self._speed))
def _advance(self) -> None:
if self._player.at_end:
self._play_timer.stop()
return
self._player.step(1)
self._emit_current()
self._play_timer.start(self._next_interval_ms())
def _emit_current(self) -> None:
frame = self._player.current()
if frame is None:
return
self._last_raw_frame = frame
edited = Frame(seq=frame.seq, time=frame.time,
values=self._sensor_editor.apply(frame.values))
self._last = self._model.process(edited)
self.frameUpdated.emit()
self.stateChanged.emit()
def _reprocess_current(self) -> None:
"""Re-run the model on the last raw frame"""
frame = self._last_raw_frame
if frame is None:
return
edited = Frame(seq=frame.seq, time=frame.time,
values=self._sensor_editor.apply(frame.values))
self._last = self._model.process(edited)
self.frameUpdated.emit()
self.stateChanged.emit()
# ---- live: stream start/stop ----
@Slot(str)
def startStream(self, port: str) -> None:
from pygui.serialcomm.serial_port import SerialPort # transport open
import serial as pyserial
def parse_line(raw: str, seq: int) -> Frame:
parts = [float(x) for x in raw.split(",")]
return Frame(seq=seq, time=parts[0], values=parts[1:])
transport = pyserial.Serial(port, SerialPort.BAUDRATE, timeout=1)
self._reader = StreamReader(
transport, parse_line,
on_frame=lambda f: self._liveFrame.emit(f))
self._reader.start()
self._repaint_timer.start() # Q1: begin ~20 Hz repaints
@Slot()
def stopStream(self) -> None:
self._repaint_timer.stop()
if self._reader is not None:
self._reader.stop()
self._reader = None
self.stopRecording()
@Slot(object)
def _on_live_frame(self, frame: Frame) -> None:
# Main thread (queued). Record raw, process edited; mark dirty for repaint.
self._last_raw_frame = frame
edited = Frame(seq=frame.seq, time=frame.time,
values=self._sensor_editor.apply(frame.values))
self._last = self._model.process(edited)
if self._recorder.is_recording:
self._recorder.write(frame) # always record raw values, never edited
self._dirty = True
def _flush_repaint(self) -> None:
if not self._dirty:
return
self._dirty = False
self.frameUpdated.emit()
self.stateChanged.emit()
# ---- recording ----
@Slot(str, str)
def startRecording(self, path: str, serial: str = "") -> None:
self._recorder.start(path, self._sensors, serial)
self.recordingChanged.emit()
@Slot()
def stopRecording(self) -> None:
if self._recorder.is_recording:
self._recorder.stop()
self.recordingChanged.emit()
@Slot(int, float)
def replaceSensor(self, index: int, value: float) -> None:
"""Override sensor `index` to display `value` every frame."""
self._sensor_editor.set_replacement(index, value)
self._reprocess_current()
@Slot(int, float)
def offsetSensor(self, index: int, delta: float) -> None:
"""Shift sensor `index` by `delta` every frame."""
self._sensor_editor.set_offset(index, delta)
self._reprocess_current()
@Slot(int)
def clearSensorEdit(self, index: int) -> None:
"""Remove all overrides for sensor `index`."""
self._sensor_editor.clear(index)
self._reprocess_current()
@Slot()
def clearSensorEdits(self) -> None:
"""Remove all sensor overrides."""
self._sensor_editor.clear()
self._reprocess_current()