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Replace print() calls with structured logging in analyzer.py, serp_api.py, and llm.py #618
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Reference: leeworks-agents/SPARC#618
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Context
Multiple backend modules use
print()for logging. This makes it impossible to filter by log level, redirect output, or integrate with log aggregators.Roadmap item: P2 > Backend > Add structured logging
What to do
import loggingand create a module-level logger (logger = logging.getLogger(__name__)) inanalyzer.py,serp_api.py, andllm.py.print()call with the appropriate log level (logger.debug,logger.info,logger.warning,logger.error).main.py(format, level fromLOG_LEVELenv var defaulting toINFO).logger.info("Patent fetched", extra={"patent_id": pid})).Acceptance criteria
print()calls remain inanalyzer.py,serp_api.py, orllm.py.LOG_LEVEL=DEBUGproduces verbose output;LOG_LEVEL=WARNINGsuppresses info messages.Closing: already implemented on main. All
print()calls inanalyzer.py,serp_api.py, andllm.pyhave been replaced with structured logging.config.pyconfiguresLOG_LEVELwithlogging.basicConfig.