Her most notable role to date is Katara from Avatar : The Last Airbender in the 2010 movie The Last Airbender , directed by M. Night Shyamalan . Perhaps her most notable role to date is Katara in the 2010 film The Last Airbender , directed by M. Night Shyamalan .