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Parent(s):
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Create app.py
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app.py
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import sqlite3
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import huggingface_hub
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import gradio as gr
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import pandas as pd
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import shutil
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import os
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import datetime
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from apscheduler.schedulers.background import BackgroundScheduler
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DB_FILE = "./reviews.db"
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TOKEN = os.environ.get('HUB_TOKEN')
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repo = huggingface_hub.Repository(
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local_dir="data",
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repo_type="dataset",
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clone_from="freddyaboulton/gradio-reviews",
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use_auth_token=TOKEN
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)
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repo.git_pull()
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# Set db to latest
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shutil.copyfile("./data/reviews.db", DB_FILE)
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# Create table if it doesn't already exist
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db = sqlite3.connect(DB_FILE)
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try:
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db.execute("SELECT * FROM reviews").fetchall()
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db.close()
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except sqlite3.OperationalError:
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db.execute(
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'''
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CREATE TABLE reviews (id INTEGER PRIMARY KEY AUTOINCREMENT NOT NULL,
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created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP NOT NULL,
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name TEXT, review INTEGER, comments TEXT)
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''')
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db.commit()
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db.close()
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def get_latest_reviews(db: sqlite3.Connection):
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reviews = db.execute("SELECT * FROM reviews ORDER BY id DESC limit 10").fetchall()
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total_reviews = db.execute("Select COUNT(id) from reviews").fetchone()[0]
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reviews = pd.DataFrame(reviews, columns=["id", "date_created", "name", "review", "comments"])
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return reviews, total_reviews
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def add_review(name: str, review: int, comments: str):
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db = sqlite3.connect(DB_FILE)
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cursor = db.cursor()
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cursor.execute("INSERT INTO reviews(name, review, comments) VALUES(?,?,?)", [name, review, comments])
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db.commit()
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reviews, total_reviews = get_latest_reviews(db)
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db.close()
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return reviews, total_reviews
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def load_data():
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db = sqlite3.connect(DB_FILE)
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reviews, total_reviews = get_latest_reviews(db)
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db.close()
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return reviews, total_reviews
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with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column():
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name = gr.Textbox(label="Name", placeholder="What is your name?")
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review = gr.Radio(label="How satisfied are you with using gradio?", choices=[1, 2, 3, 4, 5])
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comments = gr.Textbox(label="Comments", lines=10, placeholder="Do you have any feedback on gradio?")
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submit = gr.Button(value="Submit Feedback")
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with gr.Column():
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with gr.Box():
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gr.Markdown("Most recently created 10 rows: See full dataset [here](https://huggingface.co/datasets/freddyaboulton/gradio-reviews)")
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data = gr.Dataframe()
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count = gr.Number(label="Total number of reviews")
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submit.click(add_review, [name, review, comments], [data, count])
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demo.load(load_data, None, [data, count])
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def backup_db():
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shutil.copyfile(DB_FILE, "./data/reviews.db")
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db = sqlite3.connect(DB_FILE)
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reviews = db.execute("SELECT * FROM reviews").fetchall()
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pd.DataFrame(reviews).to_csv("./data/reviews.csv", index=False)
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print("updating db")
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repo.push_to_hub(blocking=False, commit_message=f"Updating data at {datetime.datetime.now()}")
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scheduler = BackgroundScheduler()
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scheduler.add_job(func=backup_db, trigger="interval", seconds=60)
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scheduler.start()
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demo.launch()
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