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import streamlit as st | |
import pandas as pd | |
from huggingface_hub import Repository | |
from st_aggrid import AgGrid, GridOptionsBuilder | |
st.set_page_config(layout="wide") | |
# Title and description | |
st.title("Benchmark Overview") | |
st.write("This application displays an overview of various benchmarks, their details, and related information in a clean and readable format.") | |
# Simulated CSV data (replace this with actual CSV reading if available) | |
df = pd.read_csv("benchmark_overview_data.csv") | |
# Display DataFrame in a nicely formatted table using AgGrid | |
st.write("### Benchmark Details Table") | |
# Add a selectbox for filtering by evaluated task or showing all | |
task_options = ["All"] + list(df["Evaluated task"].unique()) | |
selected_task = st.selectbox("Select an Evaluated Task", options=task_options) | |
# Filter data if a specific task is selected | |
if selected_task != "All": | |
filtered_data = df[df["Evaluated task"] == selected_task] | |
else: | |
filtered_data = df | |
# Configure AgGrid options | |
builder = GridOptionsBuilder.from_dataframe(filtered_data) | |
builder.configure_default_column(resizable=True, wrapText=True, autoHeight=False) # Disable autoHeight | |
builder.configure_grid_options(domLayout='normal', rowHeight=40) # Set fixed row height | |
# Make the Benchmark column bold | |
builder.configure_columns(["Benchmark"], cellStyle={"fontWeight": "bold"}) | |
# Enable tooltips for viewing full cell content | |
builder.configure_columns(filtered_data.columns.tolist(), tooltipField="value") | |
options = builder.build() | |
AgGrid(filtered_data, gridOptions=options, height=600, fit_columns_on_grid_load=True, theme="streamlit", allow_unsafe_jscode=True) # Display filtered or full data | |