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Parse each line with a regular expression. According to that log, it looks like

([\d.]+) (\S+) (\S+) \[([^\]]+)\] "([^"]+)" (\d+) (\d+) "([^"]+)" "([^"]+)"
  1. Remote IP address
  2. Likely a hyphen
  3. HTTP Basic username if given
  4. Date/time
  5. Request URI
  6. HTTP response code
  7. Response length
  8. HTTP Referer if present
  9. HTTP User-Agent if present
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