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Regarding speed, I'm keeping an eye on frawk which aims to be faster, has native support for csv, etc.
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I might as well abuse this thread to shill for my Neovim plugin awk-ward.nvim (GitHub mirror). It lets you edit your Awk script and see the output live as you are typing. I originally wrote it when I was learning Awk because I wanted to get quick feedback, but it has since saved my butt so many times.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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I might as well abuse this thread to shill for my Neovim plugin awk-ward.nvim (GitHub mirror). It lets you edit your Awk script and see the output live as you are typing. I originally wrote it when I was learning Awk because I wanted to get quick feedback, but it has since saved my butt so many times.