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-rw-r--r--examples/src/main/python/ml/als_example.py2
-rw-r--r--examples/src/main/python/ml/decision_tree_classification_example.py2
-rw-r--r--examples/src/main/python/ml/decision_tree_regression_example.py2
-rw-r--r--examples/src/main/python/ml/gradient_boosted_tree_classifier_example.py2
-rw-r--r--examples/src/main/python/ml/gradient_boosted_tree_regressor_example.py2
-rw-r--r--examples/src/main/python/ml/kmeans_example.py1
-rw-r--r--examples/src/main/python/ml/random_forest_classifier_example.py2
-rw-r--r--examples/src/main/python/ml/random_forest_regressor_example.py2
-rw-r--r--examples/src/main/python/mllib/binary_classification_metrics_example.py1
-rw-r--r--examples/src/main/python/mllib/gradient_boosting_classification_example.py2
-rw-r--r--examples/src/main/python/mllib/gradient_boosting_regression_example.py2
-rw-r--r--examples/src/main/python/mllib/random_forest_classification_example.py2
-rw-r--r--examples/src/main/python/mllib/random_forest_regression_example.py2
-rw-r--r--examples/src/main/python/mllib/recommendation_example.py2
-rw-r--r--examples/src/main/python/streaming/sql_network_wordcount.py1
15 files changed, 0 insertions, 27 deletions
diff --git a/examples/src/main/python/ml/als_example.py b/examples/src/main/python/ml/als_example.py
index f61c8ab5d6..922173308c 100644
--- a/examples/src/main/python/ml/als_example.py
+++ b/examples/src/main/python/ml/als_example.py
@@ -21,8 +21,6 @@ from pyspark import SparkContext
from pyspark.sql import SQLContext
# $example on$
-import math
-
from pyspark.ml.evaluation import RegressionEvaluator
from pyspark.ml.recommendation import ALS
from pyspark.sql import Row
diff --git a/examples/src/main/python/ml/decision_tree_classification_example.py b/examples/src/main/python/ml/decision_tree_classification_example.py
index 8cda56dbb9..86bdc65392 100644
--- a/examples/src/main/python/ml/decision_tree_classification_example.py
+++ b/examples/src/main/python/ml/decision_tree_classification_example.py
@@ -20,8 +20,6 @@ Decision Tree Classification Example.
"""
from __future__ import print_function
-import sys
-
# $example on$
from pyspark import SparkContext, SQLContext
from pyspark.ml import Pipeline
diff --git a/examples/src/main/python/ml/decision_tree_regression_example.py b/examples/src/main/python/ml/decision_tree_regression_example.py
index 439e398947..8e20d5d857 100644
--- a/examples/src/main/python/ml/decision_tree_regression_example.py
+++ b/examples/src/main/python/ml/decision_tree_regression_example.py
@@ -20,8 +20,6 @@ Decision Tree Regression Example.
"""
from __future__ import print_function
-import sys
-
from pyspark import SparkContext, SQLContext
# $example on$
from pyspark.ml import Pipeline
diff --git a/examples/src/main/python/ml/gradient_boosted_tree_classifier_example.py b/examples/src/main/python/ml/gradient_boosted_tree_classifier_example.py
index 028497651f..f7e842f4b3 100644
--- a/examples/src/main/python/ml/gradient_boosted_tree_classifier_example.py
+++ b/examples/src/main/python/ml/gradient_boosted_tree_classifier_example.py
@@ -20,8 +20,6 @@ Gradient Boosted Tree Classifier Example.
"""
from __future__ import print_function
-import sys
-
from pyspark import SparkContext, SQLContext
# $example on$
from pyspark.ml import Pipeline
diff --git a/examples/src/main/python/ml/gradient_boosted_tree_regressor_example.py b/examples/src/main/python/ml/gradient_boosted_tree_regressor_example.py
index 4246e133a9..f8b4de651c 100644
--- a/examples/src/main/python/ml/gradient_boosted_tree_regressor_example.py
+++ b/examples/src/main/python/ml/gradient_boosted_tree_regressor_example.py
@@ -20,8 +20,6 @@ Gradient Boosted Tree Regressor Example.
"""
from __future__ import print_function
-import sys
-
from pyspark import SparkContext, SQLContext
# $example on$
from pyspark.ml import Pipeline
diff --git a/examples/src/main/python/ml/kmeans_example.py b/examples/src/main/python/ml/kmeans_example.py
index 150dadd42f..fa57a4d3ad 100644
--- a/examples/src/main/python/ml/kmeans_example.py
+++ b/examples/src/main/python/ml/kmeans_example.py
@@ -18,7 +18,6 @@
from __future__ import print_function
import sys
-import re
import numpy as np
from pyspark import SparkContext
diff --git a/examples/src/main/python/ml/random_forest_classifier_example.py b/examples/src/main/python/ml/random_forest_classifier_example.py
index b3530d4f41..c3570438c5 100644
--- a/examples/src/main/python/ml/random_forest_classifier_example.py
+++ b/examples/src/main/python/ml/random_forest_classifier_example.py
@@ -20,8 +20,6 @@ Random Forest Classifier Example.
"""
from __future__ import print_function
-import sys
-
from pyspark import SparkContext, SQLContext
# $example on$
from pyspark.ml import Pipeline
diff --git a/examples/src/main/python/ml/random_forest_regressor_example.py b/examples/src/main/python/ml/random_forest_regressor_example.py
index b59c7c9414..b77014f379 100644
--- a/examples/src/main/python/ml/random_forest_regressor_example.py
+++ b/examples/src/main/python/ml/random_forest_regressor_example.py
@@ -20,8 +20,6 @@ Random Forest Regressor Example.
"""
from __future__ import print_function
-import sys
-
from pyspark import SparkContext, SQLContext
# $example on$
from pyspark.ml import Pipeline
diff --git a/examples/src/main/python/mllib/binary_classification_metrics_example.py b/examples/src/main/python/mllib/binary_classification_metrics_example.py
index 437acb998a..4e7ea289b2 100644
--- a/examples/src/main/python/mllib/binary_classification_metrics_example.py
+++ b/examples/src/main/python/mllib/binary_classification_metrics_example.py
@@ -18,7 +18,6 @@
Binary Classification Metrics Example.
"""
from __future__ import print_function
-import sys
from pyspark import SparkContext, SQLContext
# $example on$
from pyspark.mllib.classification import LogisticRegressionWithLBFGS
diff --git a/examples/src/main/python/mllib/gradient_boosting_classification_example.py b/examples/src/main/python/mllib/gradient_boosting_classification_example.py
index a94ea0d582..b204cd1b31 100644
--- a/examples/src/main/python/mllib/gradient_boosting_classification_example.py
+++ b/examples/src/main/python/mllib/gradient_boosting_classification_example.py
@@ -20,8 +20,6 @@ Gradient Boosted Trees Classification Example.
"""
from __future__ import print_function
-import sys
-
from pyspark import SparkContext
# $example on$
from pyspark.mllib.tree import GradientBoostedTrees, GradientBoostedTreesModel
diff --git a/examples/src/main/python/mllib/gradient_boosting_regression_example.py b/examples/src/main/python/mllib/gradient_boosting_regression_example.py
index 86040799dc..758e224a9e 100644
--- a/examples/src/main/python/mllib/gradient_boosting_regression_example.py
+++ b/examples/src/main/python/mllib/gradient_boosting_regression_example.py
@@ -20,8 +20,6 @@ Gradient Boosted Trees Regression Example.
"""
from __future__ import print_function
-import sys
-
from pyspark import SparkContext
# $example on$
from pyspark.mllib.tree import GradientBoostedTrees, GradientBoostedTreesModel
diff --git a/examples/src/main/python/mllib/random_forest_classification_example.py b/examples/src/main/python/mllib/random_forest_classification_example.py
index 324ba50625..9e5a8dcaab 100644
--- a/examples/src/main/python/mllib/random_forest_classification_example.py
+++ b/examples/src/main/python/mllib/random_forest_classification_example.py
@@ -20,8 +20,6 @@ Random Forest Classification Example.
"""
from __future__ import print_function
-import sys
-
from pyspark import SparkContext
# $example on$
from pyspark.mllib.tree import RandomForest, RandomForestModel
diff --git a/examples/src/main/python/mllib/random_forest_regression_example.py b/examples/src/main/python/mllib/random_forest_regression_example.py
index f7aa6114ec..2e1be34c1a 100644
--- a/examples/src/main/python/mllib/random_forest_regression_example.py
+++ b/examples/src/main/python/mllib/random_forest_regression_example.py
@@ -20,8 +20,6 @@ Random Forest Regression Example.
"""
from __future__ import print_function
-import sys
-
from pyspark import SparkContext
# $example on$
from pyspark.mllib.tree import RandomForest, RandomForestModel
diff --git a/examples/src/main/python/mllib/recommendation_example.py b/examples/src/main/python/mllib/recommendation_example.py
index 615db0749b..00e683c3ae 100644
--- a/examples/src/main/python/mllib/recommendation_example.py
+++ b/examples/src/main/python/mllib/recommendation_example.py
@@ -20,8 +20,6 @@ Collaborative Filtering Classification Example.
"""
from __future__ import print_function
-import sys
-
from pyspark import SparkContext
# $example on$
diff --git a/examples/src/main/python/streaming/sql_network_wordcount.py b/examples/src/main/python/streaming/sql_network_wordcount.py
index da90c07dbd..1ba5e9fb78 100644
--- a/examples/src/main/python/streaming/sql_network_wordcount.py
+++ b/examples/src/main/python/streaming/sql_network_wordcount.py
@@ -29,7 +29,6 @@
"""
from __future__ import print_function
-import os
import sys
from pyspark import SparkContext