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authorZheng RuiFeng <ruifengz@foxmail.com>2016-05-20 16:40:33 -0700
committerAndrew Or <andrew@databricks.com>2016-05-20 16:40:33 -0700
commit127bf1bb07967e2e4f99ad7abaa7f6fab3b3f407 (patch)
treea127031cd361df2f1d895cb11489f8e183c76f73 /examples/src/main/python/sort.py
parent06c9f520714e07259c6f8ce6f9ea5a230a278cb5 (diff)
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[SPARK-15031][EXAMPLE] Use SparkSession in examples
## What changes were proposed in this pull request? Use `SparkSession` according to [SPARK-15031](https://issues.apache.org/jira/browse/SPARK-15031) `MLLLIB` is not recommended to use now, so examples in `MLLIB` are ignored in this PR. `StreamingContext` can not be directly obtained from `SparkSession`, so example in `Streaming` are ignored too. cc andrewor14 ## How was this patch tested? manual tests with spark-submit Author: Zheng RuiFeng <ruifengz@foxmail.com> Closes #13164 from zhengruifeng/use_sparksession_ii.
Diffstat (limited to 'examples/src/main/python/sort.py')
-rwxr-xr-xexamples/src/main/python/sort.py13
1 files changed, 9 insertions, 4 deletions
diff --git a/examples/src/main/python/sort.py b/examples/src/main/python/sort.py
index b6c2916254..81898cf6d5 100755
--- a/examples/src/main/python/sort.py
+++ b/examples/src/main/python/sort.py
@@ -19,15 +19,20 @@ from __future__ import print_function
import sys
-from pyspark import SparkContext
+from pyspark.sql import SparkSession
if __name__ == "__main__":
if len(sys.argv) != 2:
print("Usage: sort <file>", file=sys.stderr)
exit(-1)
- sc = SparkContext(appName="PythonSort")
- lines = sc.textFile(sys.argv[1], 1)
+
+ spark = SparkSession\
+ .builder\
+ .appName("PythonSort")\
+ .getOrCreate()
+
+ lines = spark.read.text(sys.argv[1]).rdd.map(lambda r: r[0])
sortedCount = lines.flatMap(lambda x: x.split(' ')) \
.map(lambda x: (int(x), 1)) \
.sortByKey()
@@ -37,4 +42,4 @@ if __name__ == "__main__":
for (num, unitcount) in output:
print(num)
- sc.stop()
+ spark.stop()