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#!/usr/bin/env bash
#
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may not use this file except in compliance with
# the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
# Figure out where the Spark framework is installed
FWDIR="$(cd "`dirname "$0"`"; cd ../; pwd)"
# CD into the python directory to find things on the right path
cd "$FWDIR/python"
FAILED=0
LOG_FILE=unit-tests.log
rm -f $LOG_FILE
# Remove the metastore and warehouse directory created by the HiveContext tests in Spark SQL
rm -rf metastore warehouse
function run_test() {
echo "Running test: $1" | tee -a $LOG_FILE
SPARK_TESTING=1 time "$FWDIR"/bin/pyspark $1 > $LOG_FILE 2>&1
FAILED=$((PIPESTATUS[0]||$FAILED))
# Fail and exit on the first test failure.
if [[ $FAILED != 0 ]]; then
cat $LOG_FILE | grep -v "^[0-9][0-9]*" # filter all lines starting with a number.
echo -en "\033[31m" # Red
echo "Had test failures; see logs."
echo -en "\033[0m" # No color
exit -1
fi
}
function run_core_tests() {
echo "Run core tests ..."
run_test "pyspark/rdd.py"
run_test "pyspark/context.py"
run_test "pyspark/conf.py"
PYSPARK_DOC_TEST=1 run_test "pyspark/broadcast.py"
PYSPARK_DOC_TEST=1 run_test "pyspark/accumulators.py"
run_test "pyspark/serializers.py"
run_test "pyspark/profiler.py"
run_test "pyspark/shuffle.py"
run_test "pyspark/tests.py"
}
function run_sql_tests() {
echo "Run sql tests ..."
run_test "pyspark/sql/types.py"
run_test "pyspark/sql/context.py"
run_test "pyspark/sql/dataframe.py"
run_test "pyspark/sql/functions.py"
run_test "pyspark/sql/tests.py"
}
function run_mllib_tests() {
echo "Run mllib tests ..."
run_test "pyspark/mllib/classification.py"
run_test "pyspark/mllib/clustering.py"
run_test "pyspark/mllib/evaluation.py"
run_test "pyspark/mllib/feature.py"
run_test "pyspark/mllib/fpm.py"
run_test "pyspark/mllib/linalg.py"
run_test "pyspark/mllib/rand.py"
run_test "pyspark/mllib/recommendation.py"
run_test "pyspark/mllib/regression.py"
run_test "pyspark/mllib/stat/_statistics.py"
run_test "pyspark/mllib/tree.py"
run_test "pyspark/mllib/util.py"
run_test "pyspark/mllib/tests.py"
}
function run_ml_tests() {
echo "Run ml tests ..."
run_test "pyspark/ml/feature.py"
run_test "pyspark/ml/classification.py"
run_test "pyspark/ml/tests.py"
}
function run_streaming_tests() {
echo "Run streaming tests ..."
run_test "pyspark/streaming/util.py"
run_test "pyspark/streaming/tests.py"
}
echo "Running PySpark tests. Output is in python/$LOG_FILE."
export PYSPARK_PYTHON="python"
# Try to test with Python 2.6, since that's the minimum version that we support:
if [ $(which python2.6) ]; then
export PYSPARK_PYTHON="python2.6"
fi
echo "Testing with Python version:"
$PYSPARK_PYTHON --version
run_core_tests
run_sql_tests
run_mllib_tests
run_ml_tests
run_streaming_tests
# Try to test with PyPy
if [ $(which pypy) ]; then
export PYSPARK_PYTHON="pypy"
echo "Testing with PyPy version:"
$PYSPARK_PYTHON --version
run_core_tests
run_sql_tests
run_streaming_tests
fi
if [[ $FAILED == 0 ]]; then
echo -en "\033[32m" # Green
echo "Tests passed."
echo -en "\033[0m" # No color
fi
# TODO: in the long-run, it would be nice to use a test runner like `nose`.
# The doctest fixtures are the current barrier to doing this.
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