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You need to customize the `refresh_token()` function to match your actual token refresh logic. This typically involves calling an endpoint to obtain a new token and updating the headers accordingly. ### Example Token Refresh Logic Here's …

def simulate_ingestion(self, latency_per_upload, throughput_per_second, is_streaming=False): total_latency = latency_per_upload * self.batch_uploads total_throughput = throughput_per_second * self.batch_uploads f…

Simulated sleeps (`time.sleep`) can significantly impact performance. Ensure that the actual operations within `extract_metadata` are as efficient as possible. ### 5. **Use `concurrent.futures` for Better Management** The `concurrent.futur…

@app.get("/items/") def read_items(): return items @app.get("/items/{item_id}") def read_item(item_id: int): for item in items: if item["id"] == item_id: return item return {"error": "Item not found"} @app.…

[Turn 9760] User: How do I implement role-based access control using Keycloak 22.0.6 to protect access to my documentation system, ensuring that only 1% of the documentation data is exposed to authorized users? ```python import keycloak # …

#### 2. Initialize Keycloak and Define Role Checking Function ```python import keycloak # Initialize Keycloak configuration keycloak_config = keycloak.KeycloakServerConfig( url="https://example.com/auth", realm_name="my_realm", …

nlp = spacy.load('en_core_web_sm') def process_query(query): doc = nlp(query) # Tokenization and Lemmatization tokens = [token.lemma_.lower() for token in doc if token.is_alpha and token.lemma_.lower() not in STOP_WORDS] …