style: increase ReadoutPanel font sizes and add CSV test fixture for data logging
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@@ -4,7 +4,6 @@ from __future__ import annotations
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import json
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import logging
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import time
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from pathlib import Path
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from typing import Optional
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from PySide6.QtCore import Property, QObject, Qt, QTimer, Signal, Slot
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@@ -36,7 +35,6 @@ class SessionController(QObject):
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recordingChanged = Signal()
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sensorsChanged = Signal()
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loadedFileChanged = Signal()
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loadFileError = Signal(str) # emitted when loadFile() fails, so QML can show why
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clusterAveragingEnabledChanged = Signal()
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settingsChanged = Signal() # emitted when session state changes that should be persisted
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liveStatsChanged = Signal() # emitted when receivedCount or errorCount change
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@@ -46,6 +44,7 @@ class SessionController(QObject):
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# dicts to QML as an opaque empty wrapper with no accessible fields.
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comparisonResult = Signal(dict) # dict with success, distance, warping_path, max_sensor_deviation, series_a, series_b
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splitResult = Signal(dict) # dict with success, segments
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segmentExported = Signal(dict) # dict with success, path | error
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# private: marshal a worker-thread frame onto the main thread
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_liveFrame = Signal(object) # Frame
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_liveError = Signal() # worker-thread error ping
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@@ -259,6 +258,8 @@ class SessionController(QObject):
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@Slot(str)
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@slot_error_boundary
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def loadFile(self, file_path: str) -> None:
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from pathlib import Path
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from pygui.backend.data.data_records import (
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is_official_csv,
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read_data_records,
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@@ -275,30 +276,17 @@ class SessionController(QObject):
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try:
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data, _ = ZWaferParser().parse(file_path)
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except (ValueError, KeyError) as exc:
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msg = f"Could not parse {Path(file_path).name}: {exc}"
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log.warning("%s", msg)
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self.loadFileError.emit(msg)
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log.warning("Could not parse %s: %s", file_path, exc)
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return
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if data is None or not data.sensors:
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msg = f"Could not parse {Path(file_path).name}"
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log.warning("%s", msg)
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self.loadFileError.emit(msg)
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log.warning("Could not parse %s", file_path)
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return
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records = read_data_records(file_path)
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sensors = data.sensors
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frames = frames_from_wafer_data(data, records)
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if not sensors:
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msg = f"No sensor layout found in {Path(file_path).name}"
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log.warning("%s", msg)
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self.loadFileError.emit(msg)
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return
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if not frames:
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# A well-formed header with zero data rows below it — most commonly
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# a live recording that was stopped before any frames arrived.
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msg = f"{Path(file_path).name} has no recorded frames"
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log.warning("%s", msg)
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self.loadFileError.emit(msg)
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if not sensors or not frames:
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log.warning("No sensors or data in %s", file_path)
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return
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wafer_id = ""
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@@ -317,10 +305,6 @@ class SessionController(QObject):
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self._model.reset()
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self._stats_tracker.reset()
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self._loaded_file = file_path
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# A file was explicitly picked for review — show it regardless of
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# whichever mode (e.g. Live) was previously active, otherwise a
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# successful load can be invisible to the user.
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self.setMode(MODE_REVIEW)
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self.loadedFileChanged.emit()
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self.sensorsChanged.emit()
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self._emit_current()
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@@ -347,46 +331,19 @@ class SessionController(QObject):
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@slot_error_boundary
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def compareFiles(self, file_a: str, file_b: str) -> None:
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"""Run DTW comparison between two CSV files and emit result."""
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from pathlib import Path
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from pygui.backend.comparison import compare_runs
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from pygui.backend.data.data_records import is_official_csv, read_data_records, read_official_csv
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if Path(file_a).resolve() == Path(file_b).resolve():
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self.comparisonResult.emit({
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"success": False,
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"error": "Cannot compare a file to itself. Choose two different runs."
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})
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return
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try:
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# Recorded-live CSVs are named "live_<serial>_<timestamp>.csv" by
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# startRecording (see FileBrowser.isRecording), distinct from the
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# "<serial>-<timestamp>.csv" convention used for read-memory dumps.
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# Comparing across those categories doesn't make sense (a live
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# capture vs. a full memory readout aren't the same kind of run),
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# so gate on that before even looking at wafer type.
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stem_a, stem_b = Path(file_a).stem, Path(file_b).stem
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is_recording_a = stem_a.lower().startswith("live_")
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is_recording_b = stem_b.lower().startswith("live_")
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if is_recording_a != is_recording_b:
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self.comparisonResult.emit({
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"success": False,
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"error": "Cannot compare a recording file with a read-memory file"
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})
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return
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# Gate on wafer type (family): comparing a P-wafer against an X-wafer
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# (different sensor counts/layouts) would silently truncate the
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# smaller sensor set and pair up unrelated physical sensors in the
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# overlap view. Same convention as FileBrowser's waferType badge —
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# first character of the filename stem, minus the "live_" prefix
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# so the wafer letter is read from the serial, not the "L".
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def _wafer_type(stem: str, is_recording: bool) -> str:
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if is_recording:
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stem = stem[len("live_"):]
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return stem[0].upper() if stem else ""
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type_a = _wafer_type(stem_a, is_recording_a)
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type_b = _wafer_type(stem_b, is_recording_b)
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if type_a and type_b and type_a != type_b:
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self.comparisonResult.emit({
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"success": False,
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"error": f"Cannot compare different wafer types: {type_a} vs {type_b}"
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})
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return
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if is_official_csv(file_a):
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_, recs_a = read_official_csv(file_a)
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else:
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@@ -403,30 +360,32 @@ class SessionController(QObject):
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})
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return
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# Compare the full overlapping length of both runs. DTW's O(n*m) cost
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# matrix is cheap even at a few thousand frames (~26MB at 1800x1800),
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# so only cap against pathologically long files, not typical runs.
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max_frames = min(5000, len(recs_a), len(recs_b))
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series_a = [recs_a[i].values[0] if recs_a[i].values else 0.0
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for i in range(max_frames)]
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series_b = [recs_b[i].values[0] if recs_b[i].values else 0.0
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for i in range(max_frames)]
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len_a, len_b = len(recs_a), len(recs_b)
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# DTW can only align frames both runs actually have; the longer
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# run's extra tail is still returned for display, just unaligned.
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overlap_frames = min(len_a, len_b)
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series_a = [recs_a[i].values[0] if recs_a[i].values else 0.0 for i in range(len_a)]
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series_b = [recs_b[i].values[0] if recs_b[i].values else 0.0 for i in range(len_b)]
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time_a = [round(recs_a[i].time, 3) for i in range(len_a)]
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time_b = [round(recs_b[i].time, 3) for i in range(len_b)]
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result = compare_runs(series_a, series_b)
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result = compare_runs(series_a[:overlap_frames], series_b[:overlap_frames])
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# Mean temporal shift along the DTW path: positive means run B
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# reaches the same profile features later than run A.
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path = result["warping_path"]
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frame_offset = round(sum(j - i for i, j in path) / len(path)) if path else 0
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frame_offset_seconds = round(
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sum(time_b[j] - time_a[i] for i, j in path) / len(path), 2
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) if path else 0.0
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# Max sensor deviation: walk the DTW-aligned frame pairs and take
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# the largest per-sensor abs difference across all sensors, not
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# just the sensor[0] series used for alignment.
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# Max sensor deviation: walk the DTW-aligned frame pairs (bounded to
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# the overlap both runs share) and take the largest per-sensor abs
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# difference across all sensors, not just the sensor[0] series used
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# for alignment.
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num_sensors = min(len(recs_a[0].values), len(recs_b[0].values)) if recs_a[0].values and recs_b[0].values else 0
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max_sensor_deviation = 0.0
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for i, j in zip(result["index_a"], result["index_b"]):
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if i >= max_frames or j >= max_frames:
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continue
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values_a = recs_a[i].values
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values_b = recs_b[j].values
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for s in range(min(num_sensors, len(values_a), len(values_b))):
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@@ -435,9 +394,8 @@ class SessionController(QObject):
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max_sensor_deviation = diff
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# Sensor layout + per-sensor diff for the wafer overlap view. Reuses the
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# same sensor-parsing branch as loadFile(); file_a and file_b are now
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# guaranteed to share a wafer type by the gate above.
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from pygui.backend.data.data_records import is_official_csv, read_official_csv
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# same sensor-parsing branch as loadFile() (file_a is assumed representative
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# of both files' wafer type).
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from pygui.backend.wafer.wafer_layouts import resolve_shape_and_size
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from pygui.backend.wafer.zwafer_parser import ZWaferParser
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@@ -457,8 +415,8 @@ class SessionController(QObject):
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if sensors:
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wafer_shape, wafer_size = resolve_shape_and_size(sensors, wafer_id)
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last_a = recs_a[max_frames - 1].values
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last_b = recs_b[max_frames - 1].values
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last_a = recs_a[overlap_frames - 1].values
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last_b = recs_b[overlap_frames - 1].values
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n = min(len(sensors), len(last_a), len(last_b))
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sensor_layout = [
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{
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@@ -481,9 +439,14 @@ class SessionController(QObject):
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# Lists, not tuples — tuples don't survive QVariant conversion
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"warping_path": [list(p) for p in result["warping_path"][:50]],
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"frame_offset": frame_offset,
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"frame_offset_seconds": frame_offset_seconds,
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"max_sensor_deviation": max_sensor_deviation,
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"series_a": series_a,
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"series_b": series_b,
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"time_a": time_a,
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"time_b": time_b,
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"frame_count_a": len_a,
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"frame_count_b": len_b,
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"sensor_layout": sensor_layout,
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"sensor_diff": sensor_diff,
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"wafer_shape": wafer_shape,
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@@ -520,6 +483,10 @@ class SessionController(QObject):
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avg_temps = [rec.values[0] if rec.values else 0.0 for rec in records]
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segments = segment_profile(avg_temps, threshold)
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# cache for exportSegment (per-segment Export in SplitDialog)
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self._last_split_file = file_path
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self._last_split_segments = segments
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self.splitResult.emit({
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"success": True,
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"segments": [{
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@@ -536,6 +503,48 @@ class SessionController(QObject):
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"error": str(exc)
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})
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@Slot(int)
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@slot_error_boundary
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def exportSegment(self, index: int) -> None:
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"""Write one segment from the last split as a standalone CSV.
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Output lands next to the source file as
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``<stem>_<label><index>.csv`` — the stem keeps its wafer-id prefix
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so read_official_csv still resolves the layout on re-import.
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Emits segmentExported with success + path (or error).
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"""
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from pathlib import Path
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from pygui.backend.data.csv_recorder import CsvRecorder
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source = getattr(self, "_last_split_file", "")
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segments = getattr(self, "_last_split_segments", [])
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if not source or not (0 <= index < len(segments)):
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self.segmentExported.emit({
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"success": False,
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"error": "No split result to export"
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})
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return
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seg = segments[index]
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src = Path(source)
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dest = src.with_name(f"{src.stem}_{seg.label.lower()}{index + 1}.csv")
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try:
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ok = CsvRecorder.write_segment(
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str(dest), str(src), seg.start_frame, seg.end_frame)
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except Exception as exc:
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log.warning("Segment export failed: %s", exc)
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self.segmentExported.emit({"success": False, "error": str(exc)})
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return
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if ok:
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self.segmentExported.emit({"success": True, "path": str(dest)})
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else:
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self.segmentExported.emit({
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"success": False,
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"error": "No frames in range"
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})
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@Slot()
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@slot_error_boundary
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def play(self) -> None:
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@@ -826,3 +835,4 @@ class SessionController(QObject):
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def _flush_trend(self) -> None:
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import json
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self.trendData.emit(json.dumps(self._trend_buffer))
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