aboutsummaryrefslogtreecommitdiff
path: root/examples/src/main/python/mllib/linear_regression_with_sgd_example.py
diff options
context:
space:
mode:
authorhyukjinkwon <gurwls223@gmail.com>2017-01-02 15:23:19 +0000
committerSean Owen <sowen@cloudera.com>2017-01-02 15:23:19 +0000
commit46b212602428f1f11c184c836b4e09c150d0ee30 (patch)
treeb30420dbdfe979f65c390edbfe2d103572c07501 /examples/src/main/python/mllib/linear_regression_with_sgd_example.py
parentf1330b1d9e7b1d5de611e59eecae1bf0b0616d81 (diff)
downloadspark-46b212602428f1f11c184c836b4e09c150d0ee30.tar.gz
spark-46b212602428f1f11c184c836b4e09c150d0ee30.tar.bz2
spark-46b212602428f1f11c184c836b4e09c150d0ee30.zip
[SPARK-19002][BUILD][PYTHON] Check pep8 against all Python scripts
## What changes were proposed in this pull request? This PR proposes to check pep8 against all other Python scripts and fix the errors as below: ```bash ./dev/create-release/generate-contributors.py ./dev/create-release/releaseutils.py ./dev/create-release/translate-contributors.py ./dev/lint-python ./python/docs/epytext.py ./examples/src/main/python/mllib/decision_tree_classification_example.py ./examples/src/main/python/mllib/decision_tree_regression_example.py ./examples/src/main/python/mllib/gradient_boosting_classification_example.py ./examples/src/main/python/mllib/gradient_boosting_regression_example.py ./examples/src/main/python/mllib/linear_regression_with_sgd_example.py ./examples/src/main/python/mllib/logistic_regression_with_lbfgs_example.py ./examples/src/main/python/mllib/naive_bayes_example.py ./examples/src/main/python/mllib/random_forest_classification_example.py ./examples/src/main/python/mllib/random_forest_regression_example.py ./examples/src/main/python/mllib/svm_with_sgd_example.py ./examples/src/main/python/streaming/network_wordjoinsentiments.py ./sql/hive/src/test/resources/data/scripts/cat.py ./sql/hive/src/test/resources/data/scripts/cat_error.py ./sql/hive/src/test/resources/data/scripts/doubleescapedtab.py ./sql/hive/src/test/resources/data/scripts/dumpdata_script.py ./sql/hive/src/test/resources/data/scripts/escapedcarriagereturn.py ./sql/hive/src/test/resources/data/scripts/escapednewline.py ./sql/hive/src/test/resources/data/scripts/escapedtab.py ./sql/hive/src/test/resources/data/scripts/input20_script.py ./sql/hive/src/test/resources/data/scripts/newline.py ``` ## How was this patch tested? - `./python/docs/epytext.py` ```bash cd ./python/docs $$ make html ``` - pep8 check (Python 2.7 / Python 3.3.6) ``` ./dev/lint-python ``` - `./dev/merge_spark_pr.py` (Python 2.7 only / Python 3.3.6 not working) ```bash python -m doctest -v ./dev/merge_spark_pr.py ``` - `./dev/create-release/releaseutils.py` `./dev/create-release/generate-contributors.py` `./dev/create-release/translate-contributors.py` (Python 2.7 only / Python 3.3.6 not working) ```bash python generate-contributors.py python translate-contributors.py ``` - Examples (Python 2.7 / Python 3.3.6) ```bash ./bin/spark-submit examples/src/main/python/mllib/decision_tree_classification_example.py ./bin/spark-submit examples/src/main/python/mllib/decision_tree_regression_example.py ./bin/spark-submit examples/src/main/python/mllib/gradient_boosting_classification_example.py ./bin/spark-submit examples/src/main/python/mllib/gradient_boosting_regression_example.p ./bin/spark-submit examples/src/main/python/mllib/random_forest_classification_example.py ./bin/spark-submit examples/src/main/python/mllib/random_forest_regression_example.py ``` - Examples (Python 2.7 only / Python 3.3.6 not working) ``` ./bin/spark-submit examples/src/main/python/mllib/linear_regression_with_sgd_example.py ./bin/spark-submit examples/src/main/python/mllib/logistic_regression_with_lbfgs_example.py ./bin/spark-submit examples/src/main/python/mllib/naive_bayes_example.py ./bin/spark-submit examples/src/main/python/mllib/svm_with_sgd_example.py ``` - `sql/hive/src/test/resources/data/scripts/*.py` (Python 2.7 / Python 3.3.6 within suggested changes) Manually tested only changed ones. - `./dev/github_jira_sync.py` (Python 2.7 only / Python 3.3.6 not working) Manually tested this after disabling actually adding comments and links. And also via Jenkins tests. Author: hyukjinkwon <gurwls223@gmail.com> Closes #16405 from HyukjinKwon/minor-pep8.
Diffstat (limited to 'examples/src/main/python/mllib/linear_regression_with_sgd_example.py')
-rw-r--r--examples/src/main/python/mllib/linear_regression_with_sgd_example.py2
1 files changed, 1 insertions, 1 deletions
diff --git a/examples/src/main/python/mllib/linear_regression_with_sgd_example.py b/examples/src/main/python/mllib/linear_regression_with_sgd_example.py
index 6fbaeff0cd..6744463d40 100644
--- a/examples/src/main/python/mllib/linear_regression_with_sgd_example.py
+++ b/examples/src/main/python/mllib/linear_regression_with_sgd_example.py
@@ -44,7 +44,7 @@ if __name__ == "__main__":
# Evaluate the model on training data
valuesAndPreds = parsedData.map(lambda p: (p.label, model.predict(p.features)))
MSE = valuesAndPreds \
- .map(lambda (v, p): (v - p)**2) \
+ .map(lambda vp: (vp[0] - vp[1])**2) \
.reduce(lambda x, y: x + y) / valuesAndPreds.count()
print("Mean Squared Error = " + str(MSE))