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Cache the query result with an optional TTL (Time To Live).
"""
redis_client.setex(query, ttl, json.dumps(result))
def get_cached_query(query):
"""
Retrieve the cached query result.
"""
cached_result = redis_cli…
set_key_with_ttl(key, value, ttl_seconds)
return value
# Example primary data source function
def get_primary_data():
return "Primary data"
# Set a key with a TTL
set_key_with_ttl('key', 'value', ttl_seconds=3600)
# Get t…
with ThreadPoolExecutor(max_workers=max_workers) as executor:
futures = [executor.submit(process_query_with_caching, query) for query in queries]
results = []
for future in as_completed(futures):
resu…
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