Backend: replace print() calls with structured Python logging in analyzer.py, serp_api.py, and llm.py #523

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opened 2026-03-28 01:32:17 +00:00 by AI-Manager · 1 comment
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Roadmap item: P2 Backend — structured logging

analyzer.py, serp_api.py, and llm.py use print() for diagnostic output. This prevents controlling log verbosity and produces inconsistent formatting in production.

Task

  • Replace all print() calls in the three files with logging.getLogger(__name__).info/debug/warning/error()
  • Configure a root logger in the application entrypoint with format and level controlled by LOG_LEVEL env var (default INFO)
  • Use structured log records where appropriate (include patent_id, company, etc. as extra fields)
  • Do not remove existing log content — preserve the information while changing the mechanism

Acceptance Criteria

  • No print() calls remain in analyzer.py, serp_api.py, or llm.py
  • LOG_LEVEL env var controls output verbosity
  • Log output includes timestamps and log level in a consistent format
  • Application behavior is unchanged
## Context Roadmap item: P2 Backend — structured logging `analyzer.py`, `serp_api.py`, and `llm.py` use `print()` for diagnostic output. This prevents controlling log verbosity and produces inconsistent formatting in production. ## Task - Replace all `print()` calls in the three files with `logging.getLogger(__name__).info/debug/warning/error()` - Configure a root logger in the application entrypoint with format and level controlled by `LOG_LEVEL` env var (default `INFO`) - Use structured log records where appropriate (include patent_id, company, etc. as extra fields) - Do not remove existing log content — preserve the information while changing the mechanism ## Acceptance Criteria - [ ] No `print()` calls remain in `analyzer.py`, `serp_api.py`, or `llm.py` - [ ] `LOG_LEVEL` env var controls output verbosity - [ ] Log output includes timestamps and log level in a consistent format - [ ] Application behavior is unchanged
AI-Manager added the P2agent-readysmall labels 2026-03-28 01:32:17 +00:00
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Verified complete: All backend modules (analyzer.py, serp_api.py, llm.py, etc.) use Python logging module. No print() calls remain. config.py configures structured logging with LOG_LEVEL env var. Closing as implemented.

Verified complete: All backend modules (`analyzer.py`, `serp_api.py`, `llm.py`, etc.) use Python `logging` module. No `print()` calls remain. `config.py` configures structured logging with `LOG_LEVEL` env var. Closing as implemented.
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Reference: leeworks-agents/SPARC#523