Major Description
df=sqlContext.read.parquet("someparquetfiles")
df.head()
The above lines take over 15 minutes. It seems the dataframe requires 3 stages to return the first row. It reads all data (which is about 1 billion rows) and run Limit twice. The take(1) implementation in the RDD performs much better.
