How to style an ActionBarDrawerToggle

drawer_toggle_style.xml

<style name="MyTheme" parent="Theme.AppCompat">
   <item name="drawerArrowStyle">@style/MyDrawerArrowToggle</item>
</style>

<style name="MyDrawerArrowToggle" parent="Widget.AppCompat.DrawerArrowToggle">
  <item name="color">?android:attr/textColorSecondary</item>
        <item name="middleBarArrowSize">16dp</item>
        <item name="spinBars">true</item>
        <item name="thickness">2dp</item>
        <item name="topBottomBarArrowSize">11.31dp</item>
</style>