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import gradio as gr
from huggingface_hub import InferenceClient
import pandas as pd
df = pd.read_csv("Diemthi2024_processed.csv")
def respond(
sbd, khoi
):
score = df[df['sbd'] == int(sbd)]
count_all = (df[khoi] >= score[khoi].iloc[0]).sum()
count_kv = ((df[khoi] >= score[khoi].iloc[0]) & (df['kv'] == score['kv'].iloc[0])).sum()
count_tinh = ((df[khoi] >= score[khoi].iloc[0]) & (df['tinh'] == score['tinh'].iloc[0])).sum()
return f"""Your score is {score[khoi].iloc[0]}
National Ranking: {count_all}
Regional Ranking: {count_kv}
Provincal Ranking: {count_tinh}"""
"""
Chatbot
"""
with gr.Blocks() as demo:
gr.Markdown(
"""
<style>
.gr-button-secondary {
width: 100px;
height: 30px;
padding: 5px;
}
.gr-row {
display: flex;
align-items: center;
gap: 10px;
}
.gr-block {
padding: 20px;
}
.gr-markdown p {
font-size: 16px;
}
</style>
<span style='font-family: Arial, sans-serif; font-size: 20px;'>National Graduation Exam Score Ranking</span>
<p style='font-family: Arial, sans-serif;'>Input your ID and your combination:</p>
"""
)
with gr.Row():
id = gr.Textbox(placeholder="Input your ID", label="", lines=1)
comb = gr.Dropdown(
["A00", "A01", "B00", "C00", "C03", "D01", "D07"], label="Combination", info="Will add more combinations later!"
)
with gr.Row():
check_button = gr.Button("Rank now!", variant="primary")
out = gr.Textbox(label="OUTPUT", placeholder="", lines=2)
check_button.click(fn=respond, inputs=[id,comb], outputs=out)
if __name__ == "__main__":
demo.launch() |