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import pandas_profiling as pp | |
from huggingface_hub.hf_api import create_repo, upload_file | |
from huggingface_hub.repository import Repository | |
import gradio as gr | |
import pandas as pd | |
import subprocess | |
import os | |
import tempfile | |
token = gr.Textbox(label = "Your Hugging Face Token") | |
username = gr.Textbox(label = "Your Hugging Face User name") | |
dataset_name = gr.Textbox(label = "Dataset Name") | |
dataset = gr.File(label = "Dataset") | |
output_text = gr.Textbox(label = "Status") | |
def profile_dataset(dataset, username, token, dataset_name): | |
df = pd.read_csv(dataset.name) | |
profile = pp.ProfileReport(df, title=f"{dataset_name} Report") | |
repo_url = create_repo(f"{username}/{dataset_name}", repo_type = "space", token = token, space_sdk = "static") | |
profile.to_file("./index.html") | |
upload_file(path_or_fileobj ="./index.html", path_in_repo = "index.html", repo_id =f"{username}/{dataset_name}", repo_type = "space", token=token) | |
return f"Your dataset report will be ready at {repo_url}" | |
gr.Interface(profile_dataset, inputs = [dataset, username, token, dataset_name], outputs=[output_text], enable_queue = True).launch(debug=True) |