Error Response

return jsonify({"error": "Report not found"}), 404 try: db.session.delete(report) db.session.commit() return jsonify({"message": "Report deleted successfully"}), 200 except SQLAlchemyError as e: …

const authHeader = req.headers.authorization; if (!authHeader) { return res.status(401).send('Unauthorized'); } const token = authHeader.split(' ')[1]; // Validate token here // For simplicity, we'll assume the token is vali…

"query": "example query", "parameters": { "limit": 10, "offset": 0, "sort_by": "relevance", "filters": { "category": "books", "price_range": "10-50" } } } ``` * **Response**: JSO…

return jsonify({'error': 'Payload exceeds 5KB limit'}), 400 # Perform the search query # TODO: Implement the actual search logic here search_result = {} return jsonify(search_result) if __name__ == '__main…

- Ensure that the API is secure by validating input and protecting against common vulnerabilities. ### Enhanced API Implementation Here's an enhanced version of your API code: ```python from flask import Flask, request, jsonify import…

3. **Key Generation**: The RSA keys are generated with a 2048-bit key size, which is a good compromise between security and performance. ### Conclusion By applying these strategies, you can optimize your security layers to handle 9,000 us…

from flask import Flask, request, jsonify from flask_asyncio import AsyncIOMiddleware import asyncio app = Flask(__name__) AsyncIOMiddleware(app) async def authenticate_user(username, password): # Simulate authentication process a…

time.sleep(0.1) return True @app.route('/login', methods=['POST']) @cache.cached(timeout=60, query_string=True) def login(): username = request.json['username'] password = request.json['password'] if authenticate_user(u…

By following these best practices, you can ensure that token renewal is handled seamlessly in your web application, minimizing disruptions to the user experience. [Turn 5502] User: I'm spending 4 hours on OAuth tutorials, targeting a 15% k…

SENSITIVE_SCORE_ACCESS_ROLE = KeycloakRole('sensitive-score-access') # Decorator to check for specific role def require_role(role): def decorator(f): def wrapper(*args, **kwargs): if not keycloak.has_role(role): …

#### Step 3: Implement the Main Search Endpoint Combine the results from both services and handle errors appropriately. ```python @app.post("/search", response_model=SearchResponse) async def search(query: SearchQuery): try: s…

logger = logging.getLogger(__name__) @app.post("/search", response_model=SearchResponse) async def search(query: SearchQuery): try: sparse_results = call_sparse_retrieval(query) except HTTPException as e: logger.err…

return JSONResponse(content={"error_code": e.status_code, "message": e.detail}, status_code=e.status_code) try: dense_results = call_dense_retrieval(query) except HTTPException as e: de…

return JSONResponse(content={"error_code": e.status_code, "message": e.detail}, status_code=e.status_code) try: dense_results = call_dense_retrieval(query) except HTTPException as e: dense_results = {"re…

except requests.exceptions.ConnectionError as e: raise HTTPException(status_code=503, detail=str(e)) except requests.exceptions.Timeout as e: raise HTTPException(status_code=504, detail=str(e)) except Exception a…

# Define the API endpoint @app.route('/api/v1/tokenize-language', methods=['POST']) def tokenize_language(): try: # Get the input text data = request.get_json() text = data['text'] # Tokenize the text …

from flask_timeout import FlaskTimeout app = Flask(__name__) limiter = Limiter(app, key_func=get_remote_address) timeout = FlaskTimeout(app) # Set the timeout to 3 seconds timeout.timeout = 3 # Define the API endpoint @app.route("/api/v1…

from flask_limiter import Limiter from flask_limiter.util import get_remote_address from flask_timeout import FlaskTimeout app = Flask(__name__) limiter = Limiter(app, key_func=get_remote_address) timeout = FlaskTimeout(app) # Set the tim…

#### Existing Flask App Structure ```python from flask import Flask, jsonify, request from flask_limiter import Limiter from flask_limiter.util import get_remote_address from flask_timeout import FlaskTimeout app = Flask(__name__) # Init…

4. **Logging**: Include logging to track requests and errors. Here's an enhanced version of your API design: ```python from flask import Flask, request, jsonify from flask_limiter import Limiter from flask_limiter.util import get_remote_a…

By setting up a post-commit hook to create backups of all relevant project files and using a cron job to periodically push these backups to a remote location, you can ensure that your project files are automatically backed up and stored saf…

@app.route("/api/v1/model-evaluate", methods=["GET"]) def evaluate_model(): try: # Simulate running the evaluation pipeline # ... (code omitted for brevity) result = {"results": [1, 2, 3]} return jsonify(…

return jsonify({"error": "Unauthorized access"}), 403 ``` ### 4. Rate Limiting and Throttling Implement rate limiting and throttling to prevent abuse: ```python from flask_limiter import Limiter limiter = Limiter(app, key_func=lambd…

Implement error handling to manage exceptions and return appropriate HTTP status codes. ### Example Implementation ```python from flask import Flask, request, jsonify from flask_limiter import Limiter from flask_limiter.util import get_re…

### Example Implementation Here's an enhanced version of your API endpoint that handles these scenarios: ```python from flask import Flask, request, jsonify from flask_limiter import Limiter from flask_limiter.util import get_remote_addre…

key_func=get_remote_address, default_limits=["350 per second"] ) # Define the synonym expansion endpoint @app.route("/api/v1/synonym-expand", methods=["POST"]) @limiter.limit("350 per second") async def synonym_expand(): try: …