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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.
I spawn my own custom images depending on the use context, I build them multiarch so it runs in my old x86, M1, etc. I've one of my dev setups here: https://github.com/chevereto/v4-docker
Docker is imho the way to go. Only downside for me is the file system performance on Mac and Windows compared to Linux. I've documented "our" setup in https://www.pascallandau.com/blog/docker-from-scratch-for-php-applications-in-2022/ which is part of a multi-part tutorial on "all things docker" for PHP devs => https://github.com/paslandau/docker-php-tutorial
The prime example of what I'm referring to is: https://github.com/laradock/laradock