-
Notifications
You must be signed in to change notification settings - Fork 29k
[SPARK-5482][PySpark] Allow individual test suites in python/run-tests #4269
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Changes from all commits
5f6ee2b
0421f60
5aa5aa5
36153f6
6dec246
e08f602
File filter
Filter by extension
Conversations
Jump to
Diff view
Diff view
There are no files selected for viewing
| Original file line number | Diff line number | Diff line change |
|---|---|---|
|
|
@@ -17,6 +17,65 @@ | |
| # limitations under the License. | ||
| # | ||
|
|
||
| # Run test suites and indivisual test suite. | ||
| # | ||
| # Usage: run-tests [-v python version] [core|sql|mllib|ml|streaming] | ||
| # | ||
| # When you select none, all test suites are run. You can also select | ||
| # multiple test suites. | ||
|
|
||
| function usage() { | ||
| echo "Usage: run-tests [-v python version] [core|sql|mllib|ml|streaming]" | ||
| } | ||
|
|
||
| SUPPORT_PYTHON_VERSIONS="2.6 3.4 pypy" | ||
| TARGET_PYTHON_VERSION= | ||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This is confusing to me; are we just declaring a variable here? |
||
| if [ $# != 0 -a $1 == "-v" ]; then | ||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Do we need to double-quote
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. By the way, this prints an error when I run it on my Mac: |
||
| TARGET_PYTHON_VERSION=$2 | ||
| shift 2 | ||
| fi | ||
|
|
||
| if [ $# == 0 ]; then | ||
| DO_CORE_TESTS=1 | ||
| DO_SQL_TESTS=1 | ||
| DO_MLLIB_TESTS=1 | ||
| DO_ML_TESTS=1 | ||
| DO_STREAMING_TESTS=1 | ||
| else | ||
| DO_CORE_TESTS=0 | ||
| DO_SQL_TESTS=0 | ||
| DO_MLLIB_TESTS=0 | ||
| DO_ML_TESTS=0 | ||
| DO_STREAMING_TESTS=0 | ||
|
|
||
| while (("$#")); do | ||
| case $1 in | ||
| core) | ||
| DO_CORE_TESTS=1 | ||
| ;; | ||
| sql) | ||
| DO_SQL_TESTS=1 | ||
| ;; | ||
| mllib) | ||
| DO_MLLIB_TESTS=1 | ||
| ;; | ||
| ml) | ||
| DO_ML_TESTS=1 | ||
| ;; | ||
| streaming) | ||
| DO_STREAMING_TESTS=1 | ||
| ;; | ||
| *) | ||
| usage | ||
| exit 1 | ||
| ;; | ||
| esac | ||
| shift | ||
| done | ||
| fi | ||
|
|
||
| # set the directory that this script stored in. | ||
| SCRIPT_DIR="$(cd "`dirname "$0"`"; pwd)" | ||
|
|
||
| # Figure out where the Spark framework is installed | ||
| FWDIR="$(cd "`dirname "$0"`"; cd ../; pwd)" | ||
|
|
@@ -26,157 +85,37 @@ FWDIR="$(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 | ||
| START=$(date +"%s") | ||
|
|
||
| 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 -en "Running test: $1 ... " | tee -a $LOG_FILE | ||
| start=$(date +"%s") | ||
| 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 $LOG_FILE | grep -v "^[0-9][0-9]*" # filter all lines starting with a number. | ||
| echo -en "\033[31m" # Red | ||
| echo "Had test failures; see logs." | ||
| echo -en "\033[0m" # No color | ||
| exit -1 | ||
| else | ||
| now=$(date +"%s") | ||
| echo "ok ($(($now - $start))s)" | ||
| fi | ||
| } | ||
|
|
||
| function run_core_tests() { | ||
| echo "Run core tests ..." | ||
| run_test "pyspark.rdd" | ||
| run_test "pyspark.context" | ||
| run_test "pyspark.conf" | ||
| run_test "pyspark.broadcast" | ||
| run_test "pyspark.accumulators" | ||
| run_test "pyspark.serializers" | ||
| run_test "pyspark.profiler" | ||
| run_test "pyspark.shuffle" | ||
| run_test "pyspark.tests" | ||
| } | ||
|
|
||
| function run_sql_tests() { | ||
| echo "Run sql tests ..." | ||
| run_test "pyspark.sql.types" | ||
| run_test "pyspark.sql.context" | ||
| run_test "pyspark.sql.column" | ||
| run_test "pyspark.sql.dataframe" | ||
| run_test "pyspark.sql.group" | ||
| run_test "pyspark.sql.functions" | ||
| run_test "pyspark.sql.readwriter" | ||
| run_test "pyspark.sql.window" | ||
| run_test "pyspark.sql.tests" | ||
| } | ||
|
|
||
| function run_mllib_tests() { | ||
| echo "Run mllib tests ..." | ||
| run_test "pyspark.mllib.classification" | ||
| run_test "pyspark.mllib.clustering" | ||
| run_test "pyspark.mllib.evaluation" | ||
| run_test "pyspark.mllib.feature" | ||
| run_test "pyspark.mllib.fpm" | ||
| run_test "pyspark.mllib.linalg" | ||
| run_test "pyspark.mllib.random" | ||
| run_test "pyspark.mllib.recommendation" | ||
| run_test "pyspark.mllib.regression" | ||
| run_test "pyspark.mllib.stat._statistics" | ||
| run_test "pyspark.mllib.stat.KernelDensity" | ||
| run_test "pyspark.mllib.tree" | ||
| run_test "pyspark.mllib.util" | ||
| run_test "pyspark.mllib.tests" | ||
| } | ||
|
|
||
| function run_ml_tests() { | ||
| echo "Run ml tests ..." | ||
| run_test "pyspark.ml.feature" | ||
| run_test "pyspark.ml.classification" | ||
| run_test "pyspark.ml.recommendation" | ||
| run_test "pyspark.ml.regression" | ||
| run_test "pyspark.ml.tuning" | ||
| run_test "pyspark.ml.tests" | ||
| run_test "pyspark.ml.evaluation" | ||
| } | ||
|
|
||
| function run_streaming_tests() { | ||
| echo "Run streaming tests ..." | ||
|
|
||
| KAFKA_ASSEMBLY_DIR="$FWDIR"/external/kafka-assembly | ||
| JAR_PATH="${KAFKA_ASSEMBLY_DIR}/target/scala-${SPARK_SCALA_VERSION}" | ||
| for f in "${JAR_PATH}"/spark-streaming-kafka-assembly-*.jar; do | ||
| if [[ ! -e "$f" ]]; then | ||
| echo "Failed to find Spark Streaming Kafka assembly jar in $KAFKA_ASSEMBLY_DIR" 1>&2 | ||
| echo "You need to build Spark with " \ | ||
| "'build/sbt assembly/assembly streaming-kafka-assembly/assembly' or" \ | ||
| "'build/mvn package' before running this program" 1>&2 | ||
| exit 1 | ||
| fi | ||
| KAFKA_ASSEMBLY_JAR="$f" | ||
| done | ||
|
|
||
| export PYSPARK_SUBMIT_ARGS="--jars ${KAFKA_ASSEMBLY_JAR} pyspark-shell" | ||
| run_test "pyspark.streaming.util" | ||
| run_test "pyspark.streaming.tests" | ||
| } | ||
|
|
||
| echo "Running PySpark tests. Output is in python/$LOG_FILE." | ||
|
|
||
| export PYSPARK_PYTHON="python" | ||
|
|
||
| # Try to test with Python 2.6, since that's the minimum version that we support: | ||
| if [ $(which python2.6) ]; then | ||
| export PYSPARK_PYTHON="python2.6" | ||
| fi | ||
| if [ -n "$TARGET_PYTHON_VERSION" ]; then | ||
| if [[ ! "$SUPPORT_PYTHON_VERSIONS" =~ "$TARGET_PYTHON_VERSION" ]]; then | ||
| echo "python $TARGET_PYTHON_VERSION is not supported." | ||
| exit 1 | ||
| 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 Python 3 | ||
| if [ $(which python3.4) ]; then | ||
| export PYSPARK_PYTHON="python3.4" | ||
| echo "Testing with Python3.4 version:" | ||
| $PYSPARK_PYTHON --version | ||
|
|
||
| run_core_tests | ||
| run_sql_tests | ||
| run_mllib_tests | ||
| run_ml_tests | ||
| run_streaming_tests | ||
| SUPPORT_PYTHON_VERSIONS=$TARGET_PYTHON_VERSION | ||
| fi | ||
|
|
||
| # Try to test with PyPy | ||
| if [ $(which pypy) ]; then | ||
| export PYSPARK_PYTHON="pypy" | ||
| echo "Testing with PyPy version:" | ||
| $PYSPARK_PYTHON --version | ||
| for PYVERSION in $SUPPORT_PYTHON_VERSIONS; | ||
| do | ||
| # Remove the metastore and warehouse directory created by the HiveContext tests in Spark SQL | ||
| rm -rf metastore warehouse | ||
|
|
||
| run_core_tests | ||
| run_sql_tests | ||
| run_streaming_tests | ||
| fi | ||
| START=$(date +"%s") | ||
| FAILED=0 | ||
|
|
||
| if [[ $FAILED == 0 ]]; then | ||
| now=$(date +"%s") | ||
| echo -e "\033[32mTests passed \033[0min $(($now - $START)) seconds" | ||
| fi | ||
| if [ -f "${SCRIPT_DIR}/tests/$PYVERSION.sh" ]; then | ||
| . "${SCRIPT_DIR}/tests/$PYVERSION.sh" | ||
| else | ||
| . "${SCRIPT_DIR}/tests/default" $PYVERSION | ||
| 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. | ||
| if [[ $FAILED == 0 ]]; then | ||
| now=$(date +"%s") | ||
| echo -e "\033[32mTests passed \033[0min $(($now - $START)) seconds" | ||
| fi | ||
| done | ||
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,132 @@ | ||
| # | ||
| # 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. | ||
| # | ||
|
|
||
| function run_test() { | ||
| echo -en "Running test: $1 ... " | tee -a $LOG_FILE | ||
| start=$(date +"%s") | ||
| 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 $LOG_FILE | grep -v "^[0-9][0-9]*" # filter all lines starting with a number. | ||
| echo -en "\033[31m" # Red | ||
| echo "Had test failures; see logs." | ||
| echo -en "\033[0m" # No color | ||
| exit -1 | ||
| else | ||
| now=$(date +"%s") | ||
| echo "ok ($(($now - $start))s)" | ||
| fi | ||
| } | ||
|
|
||
| function run_core_tests() { | ||
| if [ $DO_CORE_TESTS == 0 ]; then | ||
| return 0 | ||
| fi | ||
|
|
||
| echo "Run core tests ..." | ||
| run_test "pyspark.rdd" | ||
| run_test "pyspark.context" | ||
| run_test "pyspark.conf" | ||
| run_test "pyspark.broadcast" | ||
| run_test "pyspark.accumulators" | ||
| run_test "pyspark.serializers" | ||
| run_test "pyspark.profiler" | ||
| run_test "pyspark.shuffle" | ||
| run_test "pyspark.tests" | ||
| } | ||
|
|
||
| function run_sql_tests() { | ||
| if [ $DO_SQL_TESTS == 0 ]; then | ||
| return 0 | ||
| fi | ||
|
|
||
| echo "Run sql tests ..." | ||
| run_test "pyspark.sql.types" | ||
| run_test "pyspark.sql.context" | ||
| run_test "pyspark.sql.column" | ||
| run_test "pyspark.sql.dataframe" | ||
| run_test "pyspark.sql.group" | ||
| run_test "pyspark.sql.functions" | ||
| run_test "pyspark.sql.readwriter" | ||
| run_test "pyspark.sql.window" | ||
| run_test "pyspark.sql.tests" | ||
| } | ||
|
|
||
| function run_mllib_tests() { | ||
| if [ $DO_MLLIB_TESTS == 0 ]; then | ||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. From a design perspective, I think it makes more sense to move these conditionals out of the
Contributor
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I think it is not good, because if we remove these conditions from here, we must put them into the |
||
| return 0 | ||
| fi | ||
|
|
||
| echo "Run mllib tests ..." | ||
| run_test "pyspark.mllib.classification" | ||
| run_test "pyspark.mllib.clustering" | ||
| run_test "pyspark.mllib.evaluation" | ||
| run_test "pyspark.mllib.feature" | ||
| run_test "pyspark.mllib.fpm" | ||
| run_test "pyspark.mllib.linalg" | ||
| run_test "pyspark.mllib.random" | ||
| run_test "pyspark.mllib.recommendation" | ||
| run_test "pyspark.mllib.regression" | ||
| run_test "pyspark.mllib.stat._statistics" | ||
| run_test "pyspark.mllib.stat.KernelDensity" | ||
| run_test "pyspark.mllib.tree" | ||
| run_test "pyspark.mllib.util" | ||
| run_test "pyspark.mllib.tests" | ||
| } | ||
|
|
||
| function run_ml_tests() { | ||
| if [ $DO_ML_TESTS == 0 ]; then | ||
| return 0 | ||
| fi | ||
|
|
||
| echo "Run ml tests ..." | ||
| run_test "pyspark.ml.feature" | ||
| run_test "pyspark.ml.classification" | ||
| run_test "pyspark.ml.recommendation" | ||
| run_test "pyspark.ml.regression" | ||
| run_test "pyspark.ml.tuning" | ||
| run_test "pyspark.ml.tests" | ||
| run_test "pyspark.ml.evaluation" | ||
| } | ||
|
|
||
| function run_streaming_tests() { | ||
| if [ $DO_STREAMING_TESTS == 0 ]; then | ||
| return 0 | ||
| fi | ||
|
|
||
| echo "Run streaming tests ..." | ||
|
|
||
| KAFKA_ASSEMBLY_DIR="$FWDIR"/external/kafka-assembly | ||
| JAR_PATH="${KAFKA_ASSEMBLY_DIR}/target/scala-${SPARK_SCALA_VERSION}" | ||
| for f in "${JAR_PATH}"/spark-streaming-kafka-assembly-*.jar; do | ||
| if [[ ! -e "$f" ]]; then | ||
| echo "Failed to find Spark Streaming Kafka assembly jar in $KAFKA_ASSEMBLY_DIR" 1>&2 | ||
| echo "You need to build Spark with " \ | ||
| "'build/sbt assembly/assembly streaming-kafka-assembly/assembly' or" \ | ||
| "'build/mvn package' before running this program" 1>&2 | ||
| exit 1 | ||
| fi | ||
| KAFKA_ASSEMBLY_JAR="$f" | ||
| done | ||
|
|
||
| export PYSPARK_SUBMIT_ARGS="--jars ${KAFKA_ASSEMBLY_JAR} pyspark-shell" | ||
| run_test "pyspark.streaming.util" | ||
| run_test "pyspark.streaming.tests" | ||
| } | ||
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
This is supposed to be an array I guess but this doesn't look like the typical Bash syntax for arrays?