Well, the Android SDK is there, including in the entire contents of your package (and backward compatibility).
If you are worried about space, uninstall some packages (for example, Android N, Watch, TV or others that you cannot use).
If you are really paranoid about additional files, uninstall everything and reinstall the new SDK for Android and take only what you need.
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