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author | illustris <rharikrishnan95@gmail.com> | 2021-11-02 11:59:58 +0530 |
---|---|---|
committer | illustris <rharikrishnan95@gmail.com> | 2021-11-03 22:44:24 +0530 |
commit | 39c007ce9cc3f46db70bde794323b6cbfccfe62a (patch) | |
tree | 716256adcb8ae25afb1224dc20190e6f99d8fc70 | |
parent | 455e7f19d005a52a2687d2996dbc94efd8434a40 (diff) | |
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nixos/hadoop: Add HA capabilities
- Add HDFS journalnode and ZKFC services - Test failover of HDFS and YARN master services in full hadoop test - Check if a minimal HDFS cluster works in the minimal HDFS test
-rw-r--r-- | nixos/modules/services/cluster/hadoop/hdfs.nix | 76 | ||||
-rw-r--r-- | nixos/modules/services/cluster/hadoop/yarn.nix | 1 | ||||
-rw-r--r-- | nixos/tests/hadoop/hadoop.nix | 236 | ||||
-rw-r--r-- | nixos/tests/hadoop/hdfs.nix | 19 | ||||
-rw-r--r-- | nixos/tests/hadoop/yarn.nix | 11 |
5 files changed, 282 insertions, 61 deletions
diff --git a/nixos/modules/services/cluster/hadoop/hdfs.nix b/nixos/modules/services/cluster/hadoop/hdfs.nix index e347b682b90..961aa35a4b1 100644 --- a/nixos/modules/services/cluster/hadoop/hdfs.nix +++ b/nixos/modules/services/cluster/hadoop/hdfs.nix @@ -24,6 +24,15 @@ in Whether to run the HDFS NameNode ''; }; + formatOnInit = mkOption { + type = types.bool; + default = false; + description = '' + Format HDFS namenode on first start. This is useful for quickly spinning up ephemeral HDFS clusters with a single namenode. + For HA clusters, initialization involves multiple steps across multiple nodes. Follow [this guide](https://hadoop.apache.org/docs/stable/hadoop-project-dist/hadoop-hdfs/HDFSHighAvailabilityWithQJM.html) + to initialize an HA cluster manually. + ''; + }; inherit restartIfChanged; openFirewall = mkOption { type = types.bool; @@ -50,6 +59,33 @@ in ''; }; }; + journalnode = { + enabled = mkOption { + type = types.bool; + default = false; + description = '' + Whether to run the HDFS JournalNode + ''; + }; + inherit restartIfChanged; + openFirewall = mkOption { + type = types.bool; + default = true; + description = '' + Open firewall ports for journalnode + ''; + }; + }; + zkfc = { + enabled = mkOption { + type = types.bool; + default = false; + description = '' + Whether to run the HDFS ZooKeeper failover controller + ''; + }; + inherit restartIfChanged; + }; }; config = mkMerge [ @@ -59,9 +95,9 @@ in wantedBy = [ "multi-user.target" ]; inherit (cfg.hdfs.namenode) restartIfChanged; - preStart = '' + preStart = (mkIf cfg.hdfs.namenode.formatOnInit '' ${cfg.package}/bin/hdfs --config ${hadoopConf} namenode -format -nonInteractive || true - ''; + ''); serviceConfig = { User = "hdfs"; @@ -74,6 +110,7 @@ in networking.firewall.allowedTCPPorts = (mkIf cfg.hdfs.namenode.openFirewall [ 9870 # namenode.http-address 8020 # namenode.rpc-address + 8022 # namenode. servicerpc-address ]); }) (mkIf cfg.hdfs.datanode.enabled { @@ -96,8 +133,41 @@ in 9867 # datanode.ipc.address ]); }) + (mkIf cfg.hdfs.journalnode.enabled { + systemd.services.hdfs-journalnode = { + description = "Hadoop HDFS JournalNode"; + wantedBy = [ "multi-user.target" ]; + inherit (cfg.hdfs.journalnode) restartIfChanged; + + serviceConfig = { + User = "hdfs"; + SyslogIdentifier = "hdfs-journalnode"; + ExecStart = "${cfg.package}/bin/hdfs --config ${hadoopConf} journalnode"; + Restart = "always"; + }; + }; + + networking.firewall.allowedTCPPorts = (mkIf cfg.hdfs.datanode.openFirewall [ + 8480 # dfs.journalnode.http-address + 8485 # dfs.journalnode.rpc-address + ]); + }) + (mkIf cfg.hdfs.zkfc.enabled { + systemd.services.hdfs-zkfc = { + description = "Hadoop HDFS ZooKeeper failover controller"; + wantedBy = [ "multi-user.target" ]; + inherit (cfg.hdfs.zkfc) restartIfChanged; + + serviceConfig = { + User = "hdfs"; + SyslogIdentifier = "hdfs-zkfc"; + ExecStart = "${cfg.package}/bin/hdfs --config ${hadoopConf} zkfc"; + Restart = "always"; + }; + }; + }) (mkIf ( - cfg.hdfs.namenode.enabled || cfg.hdfs.datanode.enabled + cfg.hdfs.namenode.enabled || cfg.hdfs.datanode.enabled || cfg.hdfs.journalnode.enabled || cfg.hdfs.zkfc.enabled ) { users.users.hdfs = { description = "Hadoop HDFS user"; diff --git a/nixos/modules/services/cluster/hadoop/yarn.nix b/nixos/modules/services/cluster/hadoop/yarn.nix index 0086a53e3b7..3d27ad8b109 100644 --- a/nixos/modules/services/cluster/hadoop/yarn.nix +++ b/nixos/modules/services/cluster/hadoop/yarn.nix @@ -91,6 +91,7 @@ in 8030 # resourcemanager.scheduler.address 8031 # resourcemanager.resource-tracker.address 8032 # resourcemanager.address + 8033 # resourcemanager.admin.address ]); }) diff --git a/nixos/tests/hadoop/hadoop.nix b/nixos/tests/hadoop/hadoop.nix index 46dfac26e06..2a55c6fc3aa 100644 --- a/nixos/tests/hadoop/hadoop.nix +++ b/nixos/tests/hadoop/hadoop.nix @@ -1,70 +1,230 @@ +# 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://master"; + "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 { - master = {pkgs, options, ...}: { + zk1 = { ... }: { + services.zookeeper.enable = true; + networking.firewall.allowedTCPPorts = [ 2181 ]; + }; + + # HDFS cluster + nn1 = {pkgs, options, ...}: { services.hadoop = { - inherit package coreSite; + inherit package coreSite hdfsSite; hdfs.namenode.enabled = true; - yarn.resourcemanager.enabled = true; + hdfs.zkfc.enabled = true; + }; + }; + nn2 = {pkgs, options, ...}: { + services.hadoop = { + inherit package coreSite hdfsSite; + hdfs.namenode.enabled = true; + hdfs.zkfc.enabled = true; }; - virtualisation.memorySize = 1024; }; - worker = {pkgs, options, ...}: { + jn1 = {pkgs, options, ...}: { services.hadoop = { - inherit package coreSite; + inherit package coreSite hdfsSite; + hdfs.journalnode.enabled = true; + }; + }; + jn2 = {pkgs, options, ...}: { + services.hadoop = { + inherit package coreSite hdfsSite; + hdfs.journalnode.enabled = true; + }; + }; + jn3 = {pkgs, options, ...}: { + services.hadoop = { + inherit package coreSite hdfsSite; + hdfs.journalnode.enabled = true; + }; + }; + + dn1 = {pkgs, options, ...}: { + services.hadoop = { + inherit package coreSite hdfsSite; hdfs.datanode.enabled = true; - yarn.nodemanager.enabled = true; - yarnSite = options.services.hadoop.yarnSite.default // { - "yarn.resourcemanager.hostname" = "master"; - }; }; + }; + + # YARN cluster + rm1 = {pkgs, options, ...}: { + virtualisation.memorySize = 1024; + services.hadoop = { + inherit package coreSite hdfsSite; + yarnSite = options.services.hadoop.yarnSite.default // yarnSiteHA; + yarn.resourcemanager.enabled = true; + }; + }; + rm2 = {pkgs, options, ...}: { + virtualisation.memorySize = 1024; + services.hadoop = { + inherit package coreSite hdfsSite; + yarnSite = options.services.hadoop.yarnSite.default // yarnSiteHA; + yarn.resourcemanager.enabled = true; + }; + }; + nm1 = {pkgs, options, ...}: { virtualisation.memorySize = 2048; + services.hadoop = { + inherit package coreSite hdfsSite; + yarnSite = options.services.hadoop.yarnSite.default // yarnSiteHA; + yarn.nodemanager.enabled = true; + }; }; }; testScript = '' start_all() - master.wait_for_unit("network.target") - master.wait_for_unit("hdfs-namenode") + #### 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") - master.wait_for_open_port(8020) - master.wait_for_open_port(9870) + # 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") - worker.wait_for_unit("network.target") - worker.wait_for_unit("hdfs-datanode") - worker.wait_for_open_port(9864) - worker.wait_for_open_port(9866) - worker.wait_for_open_port(9867) + # 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") - master.succeed("curl -f http://worker:9864") - worker.succeed("curl -f http://master:9870") + 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") - worker.succeed("sudo -u hdfs hdfs dfsadmin -safemode wait") + #### YARN tests #### - master.wait_for_unit("yarn-resourcemanager") + rm1.wait_for_unit("network.target") + rm2.wait_for_unit("network.target") + nm1.wait_for_unit("network.target") - master.wait_for_open_port(8030) - master.wait_for_open_port(8031) - master.wait_for_open_port(8032) - master.wait_for_open_port(8088) - worker.succeed("curl -f http://master:8088") + rm1.wait_for_unit("yarn-resourcemanager") + rm1.wait_for_open_port(8088) + rm2.wait_for_unit("yarn-resourcemanager") + rm2.wait_for_open_port(8088) - worker.wait_for_unit("yarn-nodemanager") - worker.wait_for_open_port(8042) - worker.wait_for_open_port(8040) - master.succeed("curl -f http://worker:8042") + 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") - assert "Total Nodes:1" in worker.succeed("yarn node -list") + # 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 worker.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 worker.succeed("yarn application -list -appStates FINISHED") - worker.succeed("sudo -u hdfs hdfs dfs -ls / | 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") ''; - }) +}) diff --git a/nixos/tests/hadoop/hdfs.nix b/nixos/tests/hadoop/hdfs.nix index f5907185c03..9bc32cc7f8a 100644 --- a/nixos/tests/hadoop/hdfs.nix +++ b/nixos/tests/hadoop/hdfs.nix @@ -1,9 +1,13 @@ +# Test a minimal HDFS cluster with no HA import ../make-test-python.nix ({...}: { nodes = { namenode = {pkgs, ...}: { services.hadoop = { package = pkgs.hadoop; - hdfs.namenode.enabled = true; + hdfs.namenode = { + enabled = true; + formatOnInit = true; + }; coreSite = { "fs.defaultFS" = "hdfs://namenode:8020"; }; @@ -13,10 +17,6 @@ import ../make-test-python.nix ({...}: { "dfs.namenode.http-bind-host" = "0.0.0.0"; }; }; - networking.firewall.allowedTCPPorts = [ - 9870 # namenode.http-address - 8020 # namenode.rpc-address - ]; }; datanode = {pkgs, ...}: { services.hadoop = { @@ -26,11 +26,6 @@ import ../make-test-python.nix ({...}: { "fs.defaultFS" = "hdfs://namenode:8020"; }; }; - networking.firewall.allowedTCPPorts = [ - 9864 # datanode.http.address - 9866 # datanode.address - 9867 # datanode.ipc.address - ]; }; }; @@ -50,5 +45,9 @@ import ../make-test-python.nix ({...}: { namenode.succeed("curl -f http://namenode:9870") datanode.succeed("curl -f http://datanode:9864") + + datanode.succeed("sudo -u hdfs hdfs dfsadmin -safemode wait") + datanode.succeed("echo testfilecontents | sudo -u hdfs hdfs dfs -put - /testfile") + assert "testfilecontents" in datanode.succeed("sudo -u hdfs hdfs dfs -cat /testfile") ''; }) diff --git a/nixos/tests/hadoop/yarn.nix b/nixos/tests/hadoop/yarn.nix index fbbb293eecd..70367dfec18 100644 --- a/nixos/tests/hadoop/yarn.nix +++ b/nixos/tests/hadoop/yarn.nix @@ -1,3 +1,4 @@ +# This only tests if YARN is able to start its services import ../make-test-python.nix ({...}: { nodes = { resourcemanager = {pkgs, ...}: { @@ -6,10 +7,6 @@ import ../make-test-python.nix ({...}: { services.hadoop.yarnSite = { "yarn.resourcemanager.scheduler.class" = "org.apache.hadoop.yarn.server.resourcemanager.scheduler.fifo.FifoScheduler"; }; - networking.firewall.allowedTCPPorts = [ - 8088 # resourcemanager.webapp.address - 8031 # resourcemanager.resource-tracker.address - ]; }; nodemanager = {pkgs, ...}: { services.hadoop.package = pkgs.hadoop; @@ -17,12 +14,7 @@ import ../make-test-python.nix ({...}: { services.hadoop.yarnSite = { "yarn.resourcemanager.hostname" = "resourcemanager"; "yarn.nodemanager.log-dirs" = "/tmp/userlogs"; - "yarn.nodemanager.address" = "0.0.0.0:8041"; }; - networking.firewall.allowedTCPPorts = [ - 8042 # nodemanager.webapp.address - 8041 # nodemanager.address - ]; }; }; @@ -38,7 +30,6 @@ import ../make-test-python.nix ({...}: { nodemanager.wait_for_unit("yarn-nodemanager") nodemanager.wait_for_unit("network.target") nodemanager.wait_for_open_port(8042) - nodemanager.wait_for_open_port(8041) resourcemanager.succeed("curl -f http://localhost:8088") nodemanager.succeed("curl -f http://localhost:8042") |