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cluster.conf
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cluster.conf
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name: sparklyr-conf
provider {
type: aws
accessKeyId: ${?AWS_ACCESS_KEY_ID}
secretAccessKey: ${?AWS_SECRET_ACCESS_KEY}
region: ap-northeast-1 # Change to your preferable reagion
subnetId: <SUBNET-REPLACE-ME>
securityGroupsIds: <SECURITY-GROUP-REPLACE-ME>
instanceNamePrefix: cloudera-director-sparklyr
# associatePublicIpAddresses: true
}
ssh {
username: centos # for CentOS Image https://aws.amazon.com/marketplace/pp/B00O7WM7QW
privateKey: <PATH-TO-PEM-FILE-REPLACE-ME> # with an absolute path to .pem file
}
common-instance-properties {
image: ami-eec1c380
tags {
owner: ${?USER}
}
}
instances {
m42x : ${common-instance-properties} {
type: m4.2xlarge # requires an HVM AMI
}
d2x : ${common-instance-properties} {
type: d2.xlarge
}
t2l : ${common-instance-properties} {
type: t2.large
bootstrapScript: """#!/bin/sh
# Flag for gateway node
echo "GATEWAY" >> /root/gateway
exit 0
"""
}
}
cloudera-manager {
instance: ${instances.m42x} {
tags {
application: "Cloudera Manager 5"
}
}
bootstrapScript: """#!/bin/sh
yum -y install centos-release-scl wget
cd /tmp
wget 'http://archive.cloudera.com/spark2/csd/SPARK2_ON_YARN-2.0.0.cloudera2.jar'
mkdir -p /opt/cloudera/csd
chown cloudera-scm:cloudera-scm SPARK*.jar
chmod 644 SPARK*.jar
mv SPARK*.jar /opt/cloudera/csd/
exit 0
"""
enableEnterpriseTrial: true
repository: "http://archive.cloudera.com/cm5/redhat/7/x86_64/cm/5.10/"
repositoryKeyUrl: "http://archive.cloudera.com/cm5/redhat/7/x86_64/cm/RPM-GPG-KEY-cloudera"
}
cluster {
products {
CDH: 5 # includes Spark
SPARK2: 2
}
# S3 Configurations
configs {
HDFS {
core_site_safety_valve: """
<property>
<name>fs.s3a.access.key</name>
<value><REPLACE-ME-AWS-ACCESS-KEY-ID></value>
</property>
<property>
<name>fs.s3a.secret.key</name>
<value><REPLACE-ME-AWS-SECRET-ACCESS-KEY></value>
</property>
<property>
<name>fs.s3a.block.size</name>
<value>134217728</value>
</property>
<property>
<name>fs.s3a.server-side-encryption-algorithm</name>
<value>AES256</value>
</property>
<property>
<name>fs.s3a.connection.ssl.enabled</name>
<value>true</value>
<description>Enables or disables SSL connections to S3.</description>
</property>
"""
}
}
parcelRepositories: [
"http://archive.cloudera.com/cdh5/parcels/5.10/",
"http://archive.cloudera.com/spark2/parcels/2.0/",
]
services: [HDFS, YARN, ZOOKEEPER, HUE, HIVE, OOZIE, SPARK_ON_YARN]
masters {
count: 1
instance: ${instances.m42x} {
tag {
group: master
}
}
roles {
HDFS: [NAMENODE, SECONDARYNAMENODE]
YARN: [RESOURCEMANAGER, JOBHISTORY]
ZOOKEEPER: [SERVER]
HIVE: [HIVESERVER2, HIVEMETASTORE]
HUE: [HUE_SERVER]
OOZIE: [OOZIE_SERVER]
SPARK2_ON_YARN: [SPARK2_YARN_HISTORY_SERVER]
}
}
workers {
count: 3
minCount: 3
instance: ${instances.m42x} {
tags {
group: worker
}
}
roles {
HDFS: [DATANODE]
YARN: [NODEMANAGER]
}
}
gateways {
count: 1
instance: ${instances.t2l} {
tags {
group: gateway
}
}
roles {
HDFS: [GATEWAY]
HIVE: [GATEWAY]
SPARK2_ON_YARN: [GATEWAY]
}
}
instancePostCreateScripts: ["""#!/bin/sh
echo 'Hello World!'
exit 0
""",
"""#!/bin/sh
set -ex
sudo useradd rsuser
sudo sh -c "echo 'rsuser:cloudera' | chpasswd"
if [ ! -e /root/gateway ]; then
exit 0
fi
#install R
sudo yum install -y epel-release
sudo yum install -y wget texlive texlive-epsf texinfo texinfo-tex libcurl-devel R
#install rstudio-server
wget https://download2.rstudio.org/rstudio-server-rhel-1.0.44-x86_64.rpm
sudo yum -y install --nogpgcheck rstudio-server-rhel-1.0.44-x86_64.rpm
sudo service rstudio-server start
#setup SPARK_HOME env variable
sudo sh -c "echo 'SPARK_HOME=/opt/cloudera/parcels/CDH/lib/spark/' >> /usr/lib64/R/etc/Renviron"
echo "Installing R packages"
#install packages
# Rscript -e 'update.packages(ask = FALSE)'
for pkgname in sparklyr nycflights13 ggplot2 dplyr maps geosphere
do
sudo Rscript -e 'if(!require("'$pkgname'", character.only = TRUE, quietly = TRUE)) install.packages("'$pkgname'", dependencies = TRUE, repos="https://cran.r-project.org")'
done
sudo -u hdfs hdfs dfs -mkdir /user/rsuser
sudo -u hdfs hdfs dfs -chown rsuser:rsuser /user/rsuser
# If you have already created table on S3, you can create external table with following code:
#hcat -e '''
#CREATE EXTERNAL TABLE airlines_bi_pq (
# year INT,
# month INT,
# day INT,
# dayofweek INT,
# dep_time INT,
# crs_dep_time INT,
# arr_time INT,
# crs_arr_time INT,
# carrier STRING,
# flight_num INT,
# tail_num INT,
# actual_elapsed_time INT,
# crs_elapsed_time INT,
# airtime INT,
# arrdelay INT,
# depdelay INT,
# origin STRING,
# dest STRING,
# distance INT,
# taxi_in INT,
# taxi_out INT,
# cancelled INT,
# cancellation_code STRING,
# diverted INT,
# carrier_delay INT,
# weather_delay INT,
# nas_delay INT,
# security_delay INT,
# late_aircraft_delay INT,
# date_yyyymm STRING
#) STORED AS PARQUET
#LOCATION "s3a://<YOUR-BUCKET-NAME>/data/refined/www.ibis-project.org/airlines_bi_pq"
#TBLPROPERTIES ("numFiles"="0", "COLUMN_STATS_ACCURATE"="true", "transient_lastDdlTime"="1484553764", "numRows"="123534969", "totalSize"="0", "rawDataSize"="-1");
#
#CREATE EXTERNAL TABLE airports (
# iata STRING,
# name STRING,
# city STRING,
# state STRING,
# country STRING,
# latitude DOUBLE,
# longitude DOUBLE
#)
#ROW FORMAT SERDE "org.apache.hadoop.hive.serde2.OpenCSVSerde"
#STORED AS TEXTFILE
#LOCATION "s3a://<YOUR-BUCKET-NAME>/data/raw/openflights.org/airports"
#tblproperties("skip.header.line.count"="1");
#
## If you have Parquet format file, you can use following query.
#CREATE EXTERNAL TABLE airports_pq (
# iata STRING,
# name STRING,
# city STRING,
# state STRING,
# country STRING,
# latitude DOUBLE,
# longitude DOUBLE
#) STORED AS PARQUET LOCATION "s3a://<YOUR-BUCKET-NAME>/data/refined/openflights.org/airports_pq"
#TBLPROPERTIES ("transient_lastDdlTime"="1485426798");
#'''
exit 0
"""]
}