The interactive graphing library for Python :sparkles:
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🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
Declarative User Interfaces for Python
Declarative data quality engine. Define checks in YAML, run anywhere.