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pydanticData validation using Python type hints.Pydantic is the most widely used data validation library for Python.Fast and extensible, Pydantic plays nicely with your linters/IDE/brain. Define how data should be in pure, canonical Python 3.7+; validate it with Pydantic.
spacyspaCy is a free open-source library for Natural Language Processing in Python. It features NER, POS tagging, dependency parsing, word vectors and more.
ClickHouseClickHouse is a fast open-source column-oriented database management system that allows generating analytical data reports in real-time using SQL queries | 中文文档 | clickhouse 中文文档