Spaces:
Sleeping
Sleeping
from flask import Flask, request, jsonify, send_from_directory | |
from flask_cors import CORS | |
from llm_agent import LLM_Agent | |
import os | |
import logging | |
import time | |
from dotenv import load_dotenv | |
from werkzeug.utils import secure_filename | |
load_dotenv() | |
logging.basicConfig(level=logging.INFO) | |
logging.getLogger('matplotlib').setLevel(logging.WARNING) | |
logging.getLogger('PIL').setLevel(logging.WARNING) | |
app = Flask(__name__, static_folder=os.path.join(os.path.dirname(__file__), '..', 'static')) | |
# Configure CORS to allow all origins for development | |
CORS(app, origins=["*"], supports_credentials=True) | |
agent = LLM_Agent() | |
UPLOAD_FOLDER = os.path.join(os.path.dirname(__file__), '..', 'data', 'uploads') | |
ALLOWED_EXTENSIONS = {'csv', 'xls', 'xlsx'} | |
app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER | |
if not os.path.exists(UPLOAD_FOLDER): | |
os.makedirs(UPLOAD_FOLDER) | |
def allowed_file(filename): | |
return '.' in filename and filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS | |
def index(): | |
logging.info("Index route accessed") | |
return "Welcome to the Excel Plotter API. Use the /plot endpoint to make requests." | |
def plot(): | |
start_time = time.time() | |
data = request.json | |
logging.info(f"Received request data: {data}") | |
file_path = data.get('file_path') | |
logging.info(f"File path in plot request: {file_path}") | |
response = agent.process_request(data) | |
end_time = time.time() | |
logging.info(f"Processed request in {end_time - start_time} seconds") | |
return jsonify(response) | |
def serve_static(filename): | |
logging.info(f"Serving static file: {filename}") | |
response = send_from_directory(app.static_folder, filename) | |
# Add CORS headers for images | |
response.headers.add('Access-Control-Allow-Origin', '*') | |
response.headers.add('Access-Control-Allow-Headers', 'Content-Type') | |
response.headers.add('Access-Control-Allow-Methods', 'GET') | |
return response | |
def upload_file(): | |
if 'file' not in request.files: | |
return jsonify({'error': 'No file part'}), 400 | |
file = request.files['file'] | |
if file.filename == '': | |
return jsonify({'error': 'No selected file'}), 400 | |
if file and allowed_file(file.filename): | |
filename = secure_filename(file.filename) | |
file_path = os.path.join(app.config['UPLOAD_FOLDER'], filename) | |
file.save(file_path) | |
# Optionally, validate columns here using DataProcessor | |
dp = LLM_Agent().data_processor.__class__(file_path) | |
columns = dp.get_columns() | |
preview = dp.preview(5) | |
return jsonify({'message': 'File uploaded successfully', 'columns': columns, 'preview': preview, 'file_path': file_path}) | |
else: | |
return jsonify({'error': 'Invalid file type'}), 400 | |
if __name__ == '__main__': | |
app.run(host='0.0.0.0', port=7860) |