{"id":"chatcmpl-8290fd14ed644ca0","object":"chat.completion","created":1774197767,"model":"NousResearch\/Hermes-3-Llama-3.2-3B","choices":[{"index":0,"message":{"role":"assistant","content":"Here are all the performance optimizations:\n\n1. Add Redis caching for frequently accessed tasks:\n\n```python\nfrom flask import Flask\nfrom flask_redis import FlaskRedis\n\napp = Flask(__name__)\napp.config['REDIS_URL'] = 'redis:\/\/localhost:6379'\nredis = FlaskRedis(app)\n```\n\n```python\nfrom flask import Flask\nfrom flask_redis import FlaskRedis\n\napp = Flask(__name__)\napp.config['REDIS_URL'] = 'redis:\/\/localhost:6379'\nredis = FlaskRedis(app)\n```\n\n1. Implement pagination for task lists:\n\n```python\ndef paginate_tasks(page, per_page):\n    offset = (page - 1) * per_page\n    return Task.query.offset(offset).limit(per_page).all()\n```\n\n```python\ndef paginate_tasks(page, per_page):\n    offset = (page - 1) * per_page\n    return Task.query.offset(offset).limit(per_page).all()\n```\n\n1. Add database indexes for common queries:\n\n```sql\nCREATE INDEX idx_tasks_completed ON tasks (completed);\nCREATE INDEX idx_tasks_due_date ON tasks (due_date);\nCREATE INDEX idx_tasks_tags ON tasks (tags);\nCREATE INDEX idx_tasks_depends_on ON tasks (depends_on);\n```\n\n1. Implement lazy loading for task details:\n\n```python\ndef get_task(id):\n    task = Task.query.get(id)\n    if task:\n        return task.to_dict()\n    return None\n```\n\n```python\ndef get_task(id):\n    task = Task.query.get(id)\n    if task:\n        return task.to_dict()\n    return None\n```\n\n1. Add request compression:\n\n```python\nfrom flask import Flask\nfrom flask_compress import Compress\n\napp = Flask(__name__)\napp.config['COMPRESS_URL'] = '\/static'\napp.config['COMPRESS_MIMETYPES'] = ['text\/html', 'text\/css', 'application\/javascript', 'application\/json', 'application\/xml', 'application\/rss+xml', 'application\/atom+xml', 'text\/plain', 'text\/x-component']\napp.config['COMPRESS_MIN_SIZE'] = 1024\ncompress = Compress(app)\n```\n\nThese performance optimizations will help improve the performance of your Flask app by reducing database queries, caching frequently accessed data, implementing pagination, adding database indexes, lazy loading task details, and compressing requests.","refusal":null,"annotations":null,"audio":null,"function_call":null,"tool_calls":[],"reasoning":null},"logprobs":null,"finish_reason":"stop","token_ids":null}],"service_tier":null,"system_fingerprint":null,"usage":{"prompt_tokens":26531,"total_tokens":27004,"completion_tokens":473,"prompt_tokens_details":null},"prompt_token_ids":null,"kv_transfer_params":null}
