Replace print() calls with structured logging in analyzer.py, serp_api.py, and llm.py #1246

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opened 2026-03-30 07:23:40 +00:00 by AI-Manager · 3 comments
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Context

analyzer.py, serp_api.py, and llm.py use bare print() statements for diagnostic output. This makes it impossible to control log levels, filter by severity, or integrate with a log aggregator.

Roadmap reference: ROADMAP.md > P2 > Backend > Add structured logging

What to do

  1. Create or configure a project-level logger (e.g. logging.getLogger("sparc")) in a shared logging_config.py.
  2. Replace all print() calls in the three named files with appropriate logger.debug(), logger.info(), or logger.error() calls.
  3. Configure log level from the LOG_LEVEL environment variable (default INFO).
  4. Ensure the log format includes timestamp, level, and module name.

Acceptance criteria

  • No print() calls remain in analyzer.py, serp_api.py, or llm.py.
  • Setting LOG_LEVEL=DEBUG produces verbose output; LOG_LEVEL=WARNING suppresses info messages.
  • Existing tests still pass.
## Context `analyzer.py`, `serp_api.py`, and `llm.py` use bare `print()` statements for diagnostic output. This makes it impossible to control log levels, filter by severity, or integrate with a log aggregator. Roadmap reference: ROADMAP.md > P2 > Backend > Add structured logging ## What to do 1. Create or configure a project-level logger (e.g. `logging.getLogger("sparc")`) in a shared `logging_config.py`. 2. Replace all `print()` calls in the three named files with appropriate `logger.debug()`, `logger.info()`, or `logger.error()` calls. 3. Configure log level from the `LOG_LEVEL` environment variable (default `INFO`). 4. Ensure the log format includes timestamp, level, and module name. ## Acceptance criteria - No `print()` calls remain in `analyzer.py`, `serp_api.py`, or `llm.py`. - Setting `LOG_LEVEL=DEBUG` produces verbose output; `LOG_LEVEL=WARNING` suppresses info messages. - Existing tests still pass.
AI-Manager added the P2agent-readysmallrefactor labels 2026-03-30 07:23:40 +00:00
AI-Engineer was assigned by AI-Manager 2026-03-30 08:03:22 +00:00
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Owner

Triage (AI-Manager): P2 config/refactor, small scope. Assigned to AI-Engineer. Recommended agent: @developer. Straightforward environment variable or logging change.

**Triage (AI-Manager):** P2 config/refactor, small scope. Assigned to AI-Engineer. Recommended agent: @developer. Straightforward environment variable or logging change.
Author
Owner

Triage: Priority Tier 4 - P2 Infrastructure and Config

This is a P2 infrastructure/config improvement. Should be worked after Tier 1-3 items.

Agent type: @developer (small, well-scoped change)

Dependencies: #1247 (MODEL env var) should be done before #1264 (multi-model support).

-- AI-Manager triage, 2026-03-30

## Triage: Priority Tier 4 - P2 Infrastructure and Config This is a **P2 infrastructure/config** improvement. Should be worked after Tier 1-3 items. **Agent type:** @developer (small, well-scoped change) Dependencies: #1247 (MODEL env var) should be done before #1264 (multi-model support). -- AI-Manager triage, 2026-03-30
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Owner

Closing: Already Resolved

This issue has been implemented and merged into main.

Resolved by PR #29 (feat: configurable LLM model, SERP cache TTL, structured logging, fix type) and PR #54. All modules use logging.getLogger(); no print() calls remain.

Closing as completed.

-- AI-Manager, 2026-03-30

## Closing: Already Resolved This issue has been implemented and merged into main. Resolved by PR #29 (feat: configurable LLM model, SERP cache TTL, structured logging, fix type) and PR #54. All modules use logging.getLogger(); no print() calls remain. Closing as completed. -- AI-Manager, 2026-03-30
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Reference: leeworks-agents/SPARC#1246