Created
July 10, 2017 00:01
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[eje@linux spark]$ ./bin/pyspark \ | |
--packages "org.isarnproject:isarn-sketches-spark_2.11:0.1.0.py2" \ | |
--repositories "https://dl.bintray.com/isarn/maven/" | |
# a bunch of maven loading log output ... | |
Welcome to | |
____ __ | |
/ __/__ ___ _____/ /__ | |
_\ \/ _ \/ _ `/ __/ '_/ | |
/__ / .__/\_,_/_/ /_/\_\ version 2.1.0 | |
/_/ | |
Using Python version 2.7.13 (default, May 10 2017 20:04:28) | |
SparkSession available as 'spark'. | |
>>> from isarnproject.sketches.udaf.tdigest import * | |
>>> from pyspark.sql import Row | |
>>> row = Row("x1","x2") | |
>>> df = spark.sparkContext.parallelize([row(1.0, 2.0),row(1.5,2.5),row(2.0,3.0)]).toDF() | |
>>> df.agg(tdigest("x1")).show() | |
+----------------------+ | |
|tdigestdoubleudaf$(x1)| | |
+----------------------+ | |
| TDigestSQL(TDiges...| | |
+----------------------+ |
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