According to Android documentation, Material Design style is supported for Spinner widget.
So I decided to use it in my app placing it on top of the Toolbar.
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Can you not do this?
Custom xml file for spinner item: your_spinner.xml:
Use this to show spinner items:
ArrayAdapter adapter = new ArrayAdapter(this, R.layout.your_spinner,list);
Then remove drop down resource.