Gradio upgraded

README.md

@@ -5,6 +5,7 @@ colorTo: blue
 sdk: gradio
 app_file: app.py
 pinned: false
+python_version: 3.10.5
 ---
 
 # Agression and Misogyny Detection App

app.py

@@ -1,27 +1,57 @@
 from components.get_predictions import get_predictions
-import gradio
+from gradio.components import Textbox
+from gradio.interface import Interface
+from gradio.themes import Monochrome
 
 
-if __name__ == "__main__":
-    interface = gradio.Interface(
+def get_input_fields() -> Textbox:
+    """Get Input Fields
+
+    Returns:
+        Textbox: Input Field as gradio TextBox
+    """
+    return Textbox(
+        lines=2,
+        placeholder="Enter The Text",
+        value="",
+        label="Text to Predict",
+    )
+
+
+def get_output_fields() -> list[Textbox]:
+    """Gets Output Fields
+
+    Returns:
+        list[Textbox...]: output fields as gradio textbox
+    """
+
+    return [
+        Textbox(type="text", label="Aggression Prediction"),
+        Textbox(type="text", label="Misogyny Prediction"),
+    ]
+
+
+def get_interface() -> Interface:
+    """Gets the Interface with Input and Outputs
+
+    Returns:
+        Interface: gradio interface
+    """
+
+    interface = Interface(
         get_predictions,
-        inputs=gradio.inputs.Textbox(
-            lines=2,
-            placeholder="Enter The Text",
-            default="",
-            label="Text to Predict",
-        ),
-        outputs=[
-            gradio.outputs.Textbox(type="str", label="Aggression Prediction"),
-            gradio.outputs.Textbox(type="str", label="Misogyny Prediction"),
-        ],
+        inputs=get_input_fields(),
+        outputs=get_output_fields(),
         title="Aggression and Misogyny Predictor",
-        theme="dark-huggingface",
-        live=True,
+        theme=Monochrome(),
+        live=False,
     )
 
+    return interface
+
+
+if __name__ == "__main__":
+    interface = get_interface()
+
     # Launch the interface
-    interface.launch(
-        share=False,
-        debug=True,
-    )
+    interface.launch(share=False, debug=True)