
pyinfra
Automation
Describe infrastructure changes in Python and run them over SSH
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Full sizedlt is a Python library for extracting and loading data into supported destinations. Define a small source, run a pipeline and inspect the tables and types the load creates. It can be useful for teams that want ingestion close to their Python code and need a way to handle changing data shapes. Automatically inferred schemas still deserve review before other teams depend on them. Check how your destination handles incremental updates and errors, and decide how secrets will be managed. Try a new field and a duplicate record in a test pipeline so you understand the result before scheduling live loads.
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