Need advice on whether to store data set for regression model in SQL database or by using Python modules like Pickle or Parquet

This page summarizes the projects mentioned and recommended in the original post on /r/algotrading
Python Data Analysis Data Structure Performance ftrl

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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  • datatable

    A Python package for manipulating 2-dimensional tabular data structures

    • just use HDF5 or Parquet, or CSV + https://github.com/h2oai/datatable to speed up the file reading.

  • 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.

    InfluxDB logo
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