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the first one
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It's not called automatically but you can use https://github.com/Keats/validator for something similar to pydantic. Overkill for one field probably but if you have some more complex structs it would be easier than handwriting it.
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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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