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In GNU distros, you can meet many kinds of package management tools.

apt pacman yum dnf pkg, etc.

Is there a tool who provides an abstract API for all the tools?

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This is what PackageKit tries to do:

The actual nuts-and-bolts distro tool (dnf, apt, etc) is used by PackageKit using compiled and scripted helpers. PackageKit isn't meant to replace these tools, instead providing a common set of abstractions that can be used by standard GUI and text mode package managers.

[…]

Formally, PackageKit is a D-Bus abstraction layer that allows the session user to manage packages in a secure way using a cross-distro, cross-architecture API.

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