Efficient Python Log Analytics Engine for 1M+ EntriesEfficient Python Log Analytics Engine for 1M+ Entries
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Built a Python Log Analytics Engine that can process 1,000,000+ log entries efficiently using streaming file handling and O(n) aggregation.
Key features: • Fast line-by-line processing • Reduced memory usage by avoiding full-file loading • Frequency analysis & filtering • JSON export for structured reporting • CLI-based workflow
I enjoy building practical Python tools that solve real problems through automation and clean logic.
#Python #Automation #CLI #DataEngineering #Backend
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Joseph's avatar
good work Bhawna !
Bhawna's avatar
Thank you, Joseph! Appreciate your support.
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