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Create tests/test_gradio_interface.py
Browse files- tests/test_gradio_interface.py +105 -0
tests/test_gradio_interface.py
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import pytest
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class TestGradioInterface:
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"""Test Gradio interface functionality"""
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def test_gradio_generate_soap_empty_inputs(self):
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"""Test Gradio function with empty inputs"""
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def mock_gradio_generate_soap(medical_notes, uploaded_image):
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text_to_process = medical_notes.strip() if medical_notes else ""
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if uploaded_image is not None:
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# Mock OCR extraction
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extracted_text = "Extracted text from image"
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if not text_to_process:
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text_to_process = extracted_text
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if not text_to_process:
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return "❌ Please enter medical notes manually or upload a PNG/JPG image with medical text"
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return "Generated SOAP note"
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result = mock_gradio_generate_soap("", None)
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assert "❌ Please enter medical notes manually" in result
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def test_gradio_generate_soap_with_text(self, sample_medical_text):
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"""Test Gradio function with text input"""
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def mock_gradio_generate_soap(medical_notes, uploaded_image):
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text_to_process = medical_notes.strip() if medical_notes else ""
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if not text_to_process:
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return "❌ Please enter medical notes manually or upload a PNG/JPG image with medical text"
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return "Generated SOAP note from: " + text_to_process[:50] + "..."
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result = mock_gradio_generate_soap(sample_medical_text, None)
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assert "Generated SOAP note from:" in result
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assert "Patient: John Smith" in result
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def test_gradio_generate_soap_with_image(self, sample_image):
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"""Test Gradio function with image input"""
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def mock_gradio_generate_soap(medical_notes, uploaded_image):
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text_to_process = medical_notes.strip() if medical_notes else ""
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if uploaded_image is not None:
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# Mock OCR extraction
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extracted_text = "Patient reports chest pain for 2 hours"
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if not text_to_process:
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text_to_process = extracted_text
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else:
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text_to_process = f"{text_to_process}\n\n--- Extracted from image ---\n{extracted_text}"
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if not text_to_process:
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return "❌ Please enter medical notes manually or upload a PNG/JPG image with medical text"
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return f"Generated SOAP note with {len(text_to_process)} characters"
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result = mock_gradio_generate_soap("", sample_image)
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assert "Generated SOAP note with" in result
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assert "characters" in result
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def test_gradio_generate_soap_text_and_image(self, sample_medical_text, sample_image):
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"""Test Gradio function with both text and image"""
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def mock_gradio_generate_soap(medical_notes, uploaded_image):
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text_to_process = medical_notes.strip() if medical_notes else ""
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if uploaded_image is not None:
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extracted_text = "Additional findings from image"
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if text_to_process:
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text_to_process = f"{text_to_process}\n\n--- Extracted from image ---\n{extracted_text}"
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else:
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text_to_process = extracted_text
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return f"Combined input processed: {len(text_to_process)} chars"
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result = mock_gradio_generate_soap(sample_medical_text, sample_image)
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assert "Combined input processed:" in result
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assert "--- Extracted from image ---" in result or "chars" in result
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def test_gradio_error_handling(self):
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"""Test error handling in Gradio interface"""
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def mock_gradio_generate_soap(medical_notes, uploaded_image):
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try:
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# Simulate an error condition
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if medical_notes == "ERROR_TEST":
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raise Exception("Simulated processing error")
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text_to_process = medical_notes.strip() if medical_notes else ""
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if not text_to_process and uploaded_image is None:
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return "❌ Please enter medical notes manually or upload a PNG/JPG image with medical text"
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return "Success"
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except Exception as e:
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return f"❌ Error generating SOAP note: {str(e)}"
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# Test error case
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result = mock_gradio_generate_soap("ERROR_TEST", None)
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assert "❌ Error generating SOAP note:" in result
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# Test empty input case
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result = mock_gradio_generate_soap("", None)
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assert "❌ Please enter medical notes manually" in result
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# Test success case
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result = mock_gradio_generate_soap("Valid input", None)
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assert result == "Success"
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