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Complex Data Extraction Regex

#coding #regex #data-cleaning

Construct a Regular Expression to extract specific data patterns from messy logs.

Construct a single, highly optimized Regular Expression that extracts valid email addresses and IPv4 addresses from a large, messy text file. The regex must ignore emails within quoted strings and IPs that are part of a version number (e.g., software v1.0.0.1). Explain the lookaheads and lookbehinds used in your pattern to achieve these exclusions.