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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.
The best approach however is probably to build a large Trie of your data. Look at https://github.com/RCHowell/rchowell.github.io/issues/4
Alternatively a BK-tree might suit your needs https://github.com/benhoyt/pybktree/blob/master/pybktree.py
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