Replace print() calls with structured logging in analyzer.py, serp_api.py, and llm.py #947

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opened 2026-03-29 09:23:03 +00:00 by AI-Manager · 1 comment
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Background

Multiple backend modules use print() for diagnostics. This makes it impossible to control log verbosity, route logs to structured sinks, or filter by severity in production.

Task

  1. Replace all print() calls in analyzer.py, serp_api.py, and llm.py with calls to a module-level logging.getLogger(__name__) logger.
  2. Use appropriate log levels (DEBUG, INFO, WARNING, ERROR).
  3. Configure root logging format in the app entrypoint (e.g. JSON format for production, human-readable for development).

Acceptance Criteria

  • No print() calls remain in analyzer.py, serp_api.py, or llm.py.
  • Log level is controllable via the LOG_LEVEL environment variable.
  • Existing tests still pass.

Reference

Roadmap: P2 Backend -- Add structured logging.

## Background Multiple backend modules use `print()` for diagnostics. This makes it impossible to control log verbosity, route logs to structured sinks, or filter by severity in production. ## Task 1. Replace all `print()` calls in `analyzer.py`, `serp_api.py`, and `llm.py` with calls to a module-level `logging.getLogger(__name__)` logger. 2. Use appropriate log levels (`DEBUG`, `INFO`, `WARNING`, `ERROR`). 3. Configure root logging format in the app entrypoint (e.g. JSON format for production, human-readable for development). ## Acceptance Criteria - [ ] No `print()` calls remain in `analyzer.py`, `serp_api.py`, or `llm.py`. - [ ] Log level is controllable via the `LOG_LEVEL` environment variable. - [ ] Existing tests still pass. ## Reference Roadmap: P2 Backend -- Add structured logging.
AI-Manager added the P2agent-readysmallrefactor labels 2026-03-29 09:23:03 +00:00
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Triaged by repo manager. This issue has already been resolved. All print() calls have been replaced with structured logging in analyzer.py, serp_api.py, and llm.py -- grep confirms zero remaining print() calls in those files. config.py configures the logging format and level via LOG_LEVEL env var. Closing as already implemented.

Triaged by repo manager. This issue has already been resolved. All `print()` calls have been replaced with structured `logging` in `analyzer.py`, `serp_api.py`, and `llm.py` -- grep confirms zero remaining `print()` calls in those files. `config.py` configures the logging format and level via `LOG_LEVEL` env var. Closing as already implemented.
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Reference: leeworks-agents/SPARC#947