Merge pull request #8 from Dutta-SD/develop

README.md

@@ -5,9 +5,7 @@ colorTo: blue
 sdk: gradio
 app_file: app.py
 pinned: false
-sdk: gradio
-sdk_version: 2.7.0
-python_version: 
+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)

requirements.txt

@@ -1,12 +1,95 @@
-gradio==2.7.0
+aiofiles==23.1.0
+aiohttp==3.8.4
+aiosignal==1.3.1
+altair==5.0.1
+analytics-python==1.4.post1
+anyio==3.7.0
+async-timeout==4.0.2
+attrs==23.1.0
+backoff==1.10.0
+bcrypt==4.0.1
+black==23.3.0
+blinker==1.6.2
+certifi==2023.5.7
+cffi==1.15.1
+charset-normalizer==3.1.0
+click==8.1.3
+colorama==0.4.6
+contourpy==1.1.0
+cryptography==41.0.1
+cycler==0.11.0
+exceptiongroup==1.1.1
+fastapi==0.97.0
+ffmpy==0.3.0
+filelock==3.12.2
+Flask==2.3.2
+Flask-CacheBuster==1.0.0
+Flask-Cors==3.0.10
+Flask-Login==0.6.2
+fonttools==4.40.0
+frozenlist==1.3.3
+fsspec==2023.6.0
+gradio==3.35.2
+gradio_client==0.2.7
+h11==0.14.0
+httpcore==0.17.2
+httpx==0.24.1
+huggingface-hub==0.15.1
+idna==3.4
+itsdangerous==2.1.2
+Jinja2==3.1.2
+joblib==1.2.0
+jsonschema==4.17.3
+kiwisolver==1.4.4
+linkify-it-py==2.0.2
+markdown-it-py==2.2.0
+markdown2==2.4.8
+MarkupSafe==2.1.3
+matplotlib==3.7.1
+mdit-py-plugins==0.3.3
+mdurl==0.1.2
+monotonic==1.6
+multidict==6.0.4
+mypy-extensions==1.0.0
+nltk==3.8.1
+numpy==1.24.3
+orjson==3.9.1
+packaging==23.1
+pandas==2.0.2
+paramiko==3.2.0
+pathspec==0.11.1
+Pillow==9.5.0
+platformdirs==3.5.3
+pycparser==2.21
+pycryptodome==3.18.0
+pydantic==1.10.9
+pydub==0.25.1
+Pygments==2.15.1
+PyNaCl==1.5.0
+pyparsing==3.0.9
+pyrsistent==0.19.3
+python-dateutil==2.8.2
+python-multipart==0.0.6
+pytz==2023.3
+PyYAML==6.0
+regex==2023.6.3
+requests==2.31.0
+scikit-learn==1.2.2
+scipy==1.10.1
+semantic-version==2.10.0
+six==1.16.0
+sniffio==1.3.0
+starlette==0.27.0
+threadpoolctl==3.1.0
+tomli==2.0.1
+toolz==0.12.0
+tqdm==4.65.0
+typing_extensions==4.6.3
+tzdata==2023.3
+uc-micro-py==1.0.2
+urllib3==2.0.3
+uvicorn==0.22.0
+websockets==11.0.3
+Werkzeug==2.3.6
 xgboost==0.90
-numpy
-pandas
-matplotlib
-flask
-jinja2
-pillow
-nltk
-joblib
-scikit-learn
-black
+yarl==1.9.2