You could use Java SparkContext object through the Py4J RPC gateway:
>>> sc._jsc.sc().applicationId()
u'application_1433865536131_34483'
Please note that sc._jsc
is internal variable and not the part of public API - so there is (rather small) chance that it may be changed in the future.
I'll submit pull request to add public API call for this.
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