soorena62
54 lines
1.7 KiB
Python
54 lines
1.7 KiB
Python
import sys
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import json
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from pathlib import Path
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from PySide6.QtWidgets import QApplication, QWidget, QVBoxLayout, QPushButton, QLabel, QTableWidget, QTableWidgetItem
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class FeatureViewer(QWidget):
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def __init__(self):
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super().__init__()
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self.setWindowTitle("Radiomics Features Viewer")
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layout = QVBoxLayout(self)
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self.status = QLabel("Load features.json to view results")
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self.table = QTableWidget()
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self.btn_load = QPushButton("Load Features")
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layout.addWidget(self.status)
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layout.addWidget(self.table)
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layout.addWidget(self.btn_load)
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self.btn_load.clicked.connect(self.load_features)
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def load_features(self):
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features_path = Path("artifacts/features.json")
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if not features_path.exists():
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self.status.setText("No features.json found! Run workflow first.")
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return
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try:
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features = json.loads(features_path.read_text())
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except Exception as e:
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self.status.setText(f"Error reading features.json: {e}")
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return
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# Displaying features in a table
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self.table.setRowCount(len(features))
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self.table.setColumnCount(2)
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self.table.setHorizontalHeaderLabels(["Feature", "Value"])
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for i, (key, value) in enumerate(features.items()):
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self.table.setItem(i, 0, QTableWidgetItem(key))
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self.table.setItem(i, 1, QTableWidgetItem(str(value)))
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self.status.setText("Features loaded successfully!")
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def run_gui():
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app = QApplication(sys.argv)
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viewer = FeatureViewer()
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viewer.resize(500, 400)
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viewer.show()
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sys.exit(app.exec())
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if __name__ == "__main__":
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run_gui()
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