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app.py

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+import gradio as gr
+import pandas as pd
+
+df_original = pd.read_csv('original.csv')
+df_predicted = pd.read_csv('predicted.csv')
+
+def load_examples():
+    st = []
+    for i in range(10):
+        st.append(';'.join(map(str, df_original.iloc[i])))
+    return st
+
+examples = load_examples()
+
+def check_equal(original,predicted):
+    percentage = 1
+    lower = original * (1 - percentage)
+    upper = original * (1 + percentage)
+    return (predicted >= lower and predicted <= upper)
+
+
+
+def predict(user_game_time):
+    (user_id, game_name, time_played) = user_game_time.split(';')
+
+    user_id = int(user_id)
+    time_played_original = float(time_played)
+
+    # Search query
+    time_played_predicted = df_predicted[(df_predicted['user-id'] == user_id) & (df_predicted['game-title'] == game_name)].iloc[0,2]
+    # Check
+    right_predict = check_equal(time_played_original, time_played_predicted)
+    equal = "Equal" if right_predict else  "Not Equal"
+
+    ans = f"Time original: {time_played_original}\n Time predicted: {time_played_predicted}\n They are equal: {equal}"
+
+    return ans
+
+
+gr.Interface(
+    fn=predict,
+    inputs="text",
+    outputs="text",
+    examples=examples
+).launch(share=False)

requirements.txt

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+aiofiles==23.2.1
+altair==5.2.0
+annotated-types==0.6.0
+anyio==3.7.1
+attrs==23.1.0
+certifi==2023.11.17
+charset-normalizer==3.3.2
+click==8.1.7
+colorama==0.4.6
+contourpy==1.2.0
+cycler==0.12.1
+exceptiongroup==1.2.0
+fastapi==0.104.1
+ffmpy==0.3.1
+filelock==3.13.1
+fonttools==4.46.0
+fsspec==2023.12.0
+gradio==4.7.1
+gradio_client==0.7.0
+h11==0.14.0
+httpcore==1.0.2
+httpx==0.25.2
+huggingface-hub==0.19.4
+idna==3.6
+importlib-resources==6.1.1
+Jinja2==3.1.2
+jsonschema==4.20.0
+jsonschema-specifications==2023.11.2
+kiwisolver==1.4.5
+markdown-it-py==3.0.0
+MarkupSafe==2.1.3
+matplotlib==3.8.2
+mdurl==0.1.2
+numpy==1.26.2
+orjson==3.9.10
+packaging==23.2
+pandas==2.1.3
+Pillow==10.1.0
+pydantic==2.5.2
+pydantic_core==2.14.5
+pydub==0.25.1
+Pygments==2.17.2
+pyparsing==3.1.1
+python-dateutil==2.8.2
+python-multipart==0.0.6
+pytz==2023.3.post1
+PyYAML==6.0.1
+referencing==0.31.1
+requests==2.31.0
+rich==13.7.0
+rpds-py==0.13.2
+semantic-version==2.10.0
+shellingham==1.5.4
+six==1.16.0
+sniffio==1.3.0
+starlette==0.27.0
+tomlkit==0.12.0
+toolz==0.12.0
+tqdm==4.66.1
+typer==0.9.0
+typing_extensions==4.8.0
+tzdata==2023.3
+urllib3==2.1.0
+uvicorn==0.24.0.post1
+websockets==11.0.3