fix: replace print() statements with proper logging across codebase#1053
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VinciGit00 merged 1 commit intoScrapeGraphAI:mainfrom Mar 24, 2026
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Library code should never write directly to stdout. Migrated all 13 print() calls to use the existing get_logger() infrastructure with appropriate log levels (debug/info/warning).
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What does this PR do?
Replaces all raw
print()statements in library code with proper logging via the existingget_logger()fromscrapegraphai/utils/logging.py.Users can now control output verbosity with standard
logging.basicConfig(level=...).Why?
A library should not dump output to stdout via
print(). Users have no way to silence, filter, or redirect it. The promotionalmessage in
base_graph.pyprinted on everyexecute()call with no opt-out.Changes
utils/data_export.pyinfo, 1×warningutils/screenshot_scraping/screenshot_preparation.pydebuggraphs/speech_graph.pyinfointegrations/burr_bridge.pydebuggraphs/abstract_graph.pyinfo, 1×warninggraphs/base_graph.pyinfoLog levels
debug— dev artifacts, burr action tracinginfo— export confirmations, graph results, promotional messagewarning— missing token config fallback, empty data export