Well.. @Shalini's answer helped me in this way but still I got another way to achieve 2D shadow with EditText Field and I am going to share with you.
We need to create custom XML view with three layer for EditText,
bottom shadow and right side shadow
Below is my code.
res/drawable/edittext_shadow.xml
<?xml version="1.0" encoding="utf-8"?>
<layer-list xmlns:android="http://schemas.android.com/apk/res/android">
<!-- most important is order of layers -->
<!-- Bottom right side 2dp Shadow -->
<item >
<shape android:shape="rectangle">
<solid android:color="#000000" />
</shape>
</item>
<!-- Bottom 2dp Shadow -->
<item>
<shape android:shape="rectangle">
<solid android:color="#000000" />
</shape>
</item>
<!-- White Top color -->
<item android:bottom="3px" android:right="3px">
<shape android:shape="rectangle">
<solid android:color="#FFFFFF" />
</shape>
</item>
</layer-list>
Now we can set this shadow view to our TextField using "Background" property
like this
res/layout/main.xml
<EditText android:layout_width="wrap_content"
android:id="@+id/txtpin"
android:maxLength="4"
android:layout_height="37dp"
android:gravity="center_horizontal"
android:longClickable="false"
android:padding="2dp"
android:inputType="textPassword|number"
android:password="true"
android:background="@drawable/edittext_shadow"
android:layout_weight="0.98"
android:layout_marginLeft="15dp">
<requestFocus></requestFocus>
</EditText>
and the result screen is like I have posted in question above.
Thanks to SO, sharing knowledge.
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