Android Viewpager2 with RecylcerView, enable item animator while a PageTransformer is applied to it

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I'm using the new Viewpager2 with a recycler view to show a list of pages. To create a stack like view I'm using ViewPager2.PageTransformer

I've noticed that according to the documentation for the ViewPager2.setPageTransformer() it stats the following

Note: setting a ViewPager2.PageTransformer disables data-set change animations to prevent conflicts between the two animation systems. Setting a null transformer will restore data-set change animations.

So after adding the page transformer I animation for page removing and page adding is no more working

Is there any way to overcome this

Below is the implemented code

Page Transformer


public class VerticalStackViewPageTransformer implements ViewPager2.PageTransformer {
    int pageTranslationY ;

    public VerticalStackViewPageTransformer(int pageTranslationY) {
        this.pageTranslationY = pageTranslationY;
    }

    @Override
    public void transformPage(@NonNull View page, float position) {
        page.setTranslationY(-pageTranslationY * position);
        page.setScaleX(1 - (0.15f * abs(position)));
        page.setAlpha(0.65f + (1 - abs(position)));
    }
}

Usage On Activity


 listViewPager.setAdapter(adapter);
 listViewPager.setOffscreenPageLimit(2);
 listViewPager.setPageTransformer(new VerticalStackViewPageTransformer(ContextHelper.dpToPixel(30,context)));

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