nixpkgs/nixos/tests/hadoop/hadoop.nix

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# This test is very comprehensive. It tests whether all hadoop services work well with each other.
# Run this when updating the Hadoop package or making significant changes to the hadoop module.
# For a more basic test, see hdfs.nix and yarn.nix
import ../make-test-python.nix ({pkgs, ...}: {
nodes = let
package = pkgs.hadoop;
coreSite = {
"fs.defaultFS" = "hdfs://ns1";
};
hdfsSite = {
"dfs.namenode.rpc-bind-host" = "0.0.0.0";
"dfs.namenode.http-bind-host" = "0.0.0.0";
"dfs.namenode.servicerpc-bind-host" = "0.0.0.0";
# HA Quorum Journal Manager configuration
"dfs.nameservices" = "ns1";
"dfs.ha.namenodes.ns1" = "nn1,nn2";
"dfs.namenode.shared.edits.dir.ns1.nn1" = "qjournal://jn1:8485;jn2:8485;jn3:8485/ns1";
"dfs.namenode.shared.edits.dir.ns1.nn2" = "qjournal://jn1:8485;jn2:8485;jn3:8485/ns1";
"dfs.namenode.rpc-address.ns1.nn1" = "nn1:8020";
"dfs.namenode.rpc-address.ns1.nn2" = "nn2:8020";
"dfs.namenode.servicerpc-address.ns1.nn1" = "nn1:8022";
"dfs.namenode.servicerpc-address.ns1.nn2" = "nn2:8022";
"dfs.namenode.http-address.ns1.nn1" = "nn1:9870";
"dfs.namenode.http-address.ns1.nn2" = "nn2:9870";
# Automatic failover configuration
"dfs.client.failover.proxy.provider.ns1" = "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider";
"dfs.ha.automatic-failover.enabled.ns1" = "true";
"dfs.ha.fencing.methods" = "shell(true)";
"ha.zookeeper.quorum" = "zk1:2181";
};
yarnSiteHA = {
"yarn.resourcemanager.zk-address" = "zk1:2181";
"yarn.resourcemanager.ha.enabled" = "true";
"yarn.resourcemanager.ha.rm-ids" = "rm1,rm2";
"yarn.resourcemanager.hostname.rm1" = "rm1";
"yarn.resourcemanager.hostname.rm2" = "rm2";
"yarn.resourcemanager.ha.automatic-failover.enabled" = "true";
"yarn.resourcemanager.cluster-id" = "cluster1";
# yarn.resourcemanager.webapp.address needs to be defined even though yarn.resourcemanager.hostname is set. This shouldn't be necessary, but there's a bug in
# hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-web-proxy/src/main/java/org/apache/hadoop/yarn/server/webproxy/amfilter/AmFilterInitializer.java:70
# that causes AM containers to fail otherwise.
"yarn.resourcemanager.webapp.address.rm1" = "rm1:8088";
"yarn.resourcemanager.webapp.address.rm2" = "rm2:8088";
};
in {
zk1 = { ... }: {
services.zookeeper.enable = true;
networking.firewall.allowedTCPPorts = [ 2181 ];
};
# HDFS cluster
nn1 = {pkgs, options, ...}: {
services.hadoop = {
inherit package coreSite hdfsSite;
hdfs.namenode.enable = true;
hdfs.zkfc.enable = true;
};
};
nn2 = {pkgs, options, ...}: {
services.hadoop = {
inherit package coreSite hdfsSite;
hdfs.namenode.enable = true;
hdfs.zkfc.enable = true;
};
};
jn1 = {pkgs, options, ...}: {
services.hadoop = {
inherit package coreSite hdfsSite;
hdfs.journalnode.enable = true;
};
};
jn2 = {pkgs, options, ...}: {
services.hadoop = {
inherit package coreSite hdfsSite;
hdfs.journalnode.enable = true;
};
};
jn3 = {pkgs, options, ...}: {
services.hadoop = {
inherit package coreSite hdfsSite;
hdfs.journalnode.enable = true;
};
};
dn1 = {pkgs, options, ...}: {
services.hadoop = {
inherit package coreSite hdfsSite;
hdfs.datanode.enable = true;
};
};
# YARN cluster
rm1 = {pkgs, options, ...}: {
services.hadoop = {
inherit package coreSite hdfsSite;
yarnSite = options.services.hadoop.yarnSite.default // yarnSiteHA;
yarn.resourcemanager.enable = true;
};
};
rm2 = {pkgs, options, ...}: {
services.hadoop = {
inherit package coreSite hdfsSite;
yarnSite = options.services.hadoop.yarnSite.default // yarnSiteHA;
yarn.resourcemanager.enable = true;
};
};
nm1 = {pkgs, options, ...}: {
virtualisation.memorySize = 2048;
services.hadoop = {
inherit package coreSite hdfsSite;
yarnSite = options.services.hadoop.yarnSite.default // yarnSiteHA;
yarn.nodemanager.enable = true;
};
};
};
testScript = ''
start_all()
#### HDFS tests ####
zk1.wait_for_unit("network.target")
jn1.wait_for_unit("network.target")
jn2.wait_for_unit("network.target")
jn3.wait_for_unit("network.target")
nn1.wait_for_unit("network.target")
nn2.wait_for_unit("network.target")
dn1.wait_for_unit("network.target")
zk1.wait_for_unit("zookeeper")
jn1.wait_for_unit("hdfs-journalnode")
jn2.wait_for_unit("hdfs-journalnode")
jn3.wait_for_unit("hdfs-journalnode")
zk1.wait_for_open_port(2181)
jn1.wait_for_open_port(8480)
jn1.wait_for_open_port(8485)
jn2.wait_for_open_port(8480)
jn2.wait_for_open_port(8485)
# Namenodes must be stopped before initializing the cluster
nn1.succeed("systemctl stop hdfs-namenode")
nn2.succeed("systemctl stop hdfs-namenode")
nn1.succeed("systemctl stop hdfs-zkfc")
nn2.succeed("systemctl stop hdfs-zkfc")
# Initialize zookeeper for failover controller
nn1.succeed("sudo -u hdfs hdfs zkfc -formatZK 2>&1 | systemd-cat")
# Format NN1 and start it
nn1.succeed("sudo -u hdfs hadoop namenode -format 2>&1 | systemd-cat")
nn1.succeed("systemctl start hdfs-namenode")
nn1.wait_for_open_port(9870)
nn1.wait_for_open_port(8022)
nn1.wait_for_open_port(8020)
# Bootstrap NN2 from NN1 and start it
nn2.succeed("sudo -u hdfs hdfs namenode -bootstrapStandby 2>&1 | systemd-cat")
nn2.succeed("systemctl start hdfs-namenode")
nn2.wait_for_open_port(9870)
nn2.wait_for_open_port(8022)
nn2.wait_for_open_port(8020)
nn1.succeed("netstat -tulpne | systemd-cat")
# Start failover controllers
nn1.succeed("systemctl start hdfs-zkfc")
nn2.succeed("systemctl start hdfs-zkfc")
# DN should have started by now, but confirm anyway
dn1.wait_for_unit("hdfs-datanode")
# Print states of namenodes
dn1.succeed("sudo -u hdfs hdfs haadmin -getAllServiceState | systemd-cat")
# Wait for cluster to exit safemode
dn1.succeed("sudo -u hdfs hdfs dfsadmin -safemode wait")
dn1.succeed("sudo -u hdfs hdfs haadmin -getAllServiceState | systemd-cat")
# test R/W
dn1.succeed("echo testfilecontents | sudo -u hdfs hdfs dfs -put - /testfile")
assert "testfilecontents" in dn1.succeed("sudo -u hdfs hdfs dfs -cat /testfile")
# Test NN failover
nn1.succeed("systemctl stop hdfs-namenode")
assert "active" in dn1.succeed("sudo -u hdfs hdfs haadmin -getAllServiceState")
dn1.succeed("sudo -u hdfs hdfs haadmin -getAllServiceState | systemd-cat")
assert "testfilecontents" in dn1.succeed("sudo -u hdfs hdfs dfs -cat /testfile")
nn1.succeed("systemctl start hdfs-namenode")
nn1.wait_for_open_port(9870)
nn1.wait_for_open_port(8022)
nn1.wait_for_open_port(8020)
assert "standby" in dn1.succeed("sudo -u hdfs hdfs haadmin -getAllServiceState")
dn1.succeed("sudo -u hdfs hdfs haadmin -getAllServiceState | systemd-cat")
#### YARN tests ####
rm1.wait_for_unit("network.target")
rm2.wait_for_unit("network.target")
nm1.wait_for_unit("network.target")
rm1.wait_for_unit("yarn-resourcemanager")
rm1.wait_for_open_port(8088)
rm2.wait_for_unit("yarn-resourcemanager")
rm2.wait_for_open_port(8088)
nm1.wait_for_unit("yarn-nodemanager")
nm1.wait_for_open_port(8042)
nm1.wait_for_open_port(8040)
nm1.wait_until_succeeds("yarn node -list | grep Nodes:1")
nm1.succeed("sudo -u yarn yarn rmadmin -getAllServiceState | systemd-cat")
nm1.succeed("sudo -u yarn yarn node -list | systemd-cat")
# Test RM failover
rm1.succeed("systemctl stop yarn-resourcemanager")
assert "standby" not in nm1.succeed("sudo -u yarn yarn rmadmin -getAllServiceState")
nm1.succeed("sudo -u yarn yarn rmadmin -getAllServiceState | systemd-cat")
rm1.succeed("systemctl start yarn-resourcemanager")
rm1.wait_for_unit("yarn-resourcemanager")
rm1.wait_for_open_port(8088)
assert "standby" in nm1.succeed("sudo -u yarn yarn rmadmin -getAllServiceState")
nm1.succeed("sudo -u yarn yarn rmadmin -getAllServiceState | systemd-cat")
assert "Estimated value of Pi is" in nm1.succeed("HADOOP_USER_NAME=hdfs yarn jar $(readlink $(which yarn) | sed -r 's~bin/yarn~lib/hadoop-*/share/hadoop/mapreduce/hadoop-mapreduce-examples-*.jar~g') pi 2 10")
assert "SUCCEEDED" in nm1.succeed("yarn application -list -appStates FINISHED")
'';
})