from cStringIO import StringIO
import contextlib
import logging
from teuthology import misc as teuthology
from teuthology import contextutil
from teuthology.parallel import parallel
from ..orchestra import run
log = logging.getLogger(__name__)
###################
# This installeds and configures Hadoop, but requires that Ceph is already installed and running.
##################
## Check that there is exactly one master and at least one slave configured
@contextlib.contextmanager
def validate_config(ctx, config):
log.info('Vaidating Hadoop configuration')
slaves = ctx.cluster.only(teuthology.is_type('hadoop.slave'))
if (len(slaves.remotes) < 1):
raise Exception("At least one hadoop.slave must be specified")
else:
log.info(str(len(slaves.remotes)) + " slaves specified")
masters = ctx.cluster.only(teuthology.is_type('hadoop.master'))
if (len(masters.remotes) == 1):
pass
else:
raise Exception("Exactly one hadoop.master must be specified. Currently there are " + str(len(masters.remotes)))
try:
yield
finally:
pass
## Add required entries to conf/hadoop-env.sh
def write_hadoop_env(ctx, config):
hadoopEnvFile = "{tdir}/apache_hadoop/conf/hadoop-env.sh".format(tdir=teuthology.get_testdir(ctx))
hadoopNodes = ctx.cluster.only(teuthology.is_type('hadoop'))
for remote, roles_for_host in hadoopNodes.remotes.iteritems():
teuthology.write_file(remote, hadoopEnvFile,
'''export JAVA_HOME=/usr/lib/jvm/default-java
export HADOOP_CLASSPATH=$HADOOP_CLASSPATH:/usr/share/java/libcephfs.jar:{tdir}/apache_hadoop/build/hadoop-core*.jar:{tdir}/inktank_hadoop/build/hadoop-cephfs.jar
export HADOOP_NAMENODE_OPTS="-Dcom.sun.management.jmxremote $HADOOP_NAMENODE_OPTS"
export HADOOP_SECONDARYNAMENODE_OPTS="-Dcom.sun.management.jmxremote $HADOOP_SECONDARYNAMENODE_OPTS"
export HADOOP_DATANODE_OPTS="-Dcom.sun.management.jmxremote $HADOOP_DATANODE_OPTS"
export HADOOP_BALANCER_OPTS="-Dcom.sun.management.jmxremote $HADOOP_BALANCER_OPTS"
export HADOOP_JOBTRACKER_OPTS="-Dcom.sun.management.jmxremote $HADOOP_JOBTRACKER_OPTS"
'''.format(tdir=teuthology.get_testdir(ctx)) )
log.info("wrote file: " + hadoopEnvFile + " to host: " + str(remote))
## Add required entries to conf/core-site.xml
def write_core_site(ctx, config):
testdir = teuthology.get_testdir(ctx)
coreSiteFile = "{tdir}/apache_hadoop/conf/core-site.xml".format(tdir=testdir)
hadoopNodes = ctx.cluster.only(teuthology.is_type('hadoop'))
for remote, roles_for_host in hadoopNodes.remotes.iteritems():
# check the config to see if we should use hdfs or ceph
default_fs_string = ""
if config.get('hdfs'):
default_fs_string = 'hdfs://{master_ip}:54310'.format(master_ip=get_hadoop_master_ip(ctx))
else:
default_fs_string = 'ceph:///'
teuthology.write_file(remote, coreSiteFile,
'''
hadoop.tmp.dir
/tmp/hadoop/tmp
fs.default.name
{default_fs}
ceph.conf.file
/etc/ceph/ceph.conf
fs.ceph.impl
org.apache.hadoop.fs.ceph.CephFileSystem
'''.format(tdir=teuthology.get_testdir(ctx), default_fs=default_fs_string))
log.info("wrote file: " + coreSiteFile + " to host: " + str(remote))
## finds the hadoop.master in the ctx and then pulls out just the IP address
def get_hadoop_master_ip(ctx):
remote, _ = _get_master(ctx)
master_name,master_port= remote.ssh.get_transport().getpeername()
log.info('master name: {name} port {port}'.format(name=master_name,port=master_port))
return master_name
## Add required entries to conf/mapred-site.xml
def write_mapred_site(ctx):
mapredSiteFile = "{tdir}/apache_hadoop/conf/mapred-site.xml".format(tdir=teuthology.get_testdir(ctx))
master_ip = get_hadoop_master_ip(ctx)
log.info('adding host {remote} as jobtracker'.format(remote=master_ip))
hadoopNodes = ctx.cluster.only(teuthology.is_type('hadoop'))
for remote, roles_for_host in hadoopNodes.remotes.iteritems():
teuthology.write_file(remote, mapredSiteFile,
'''
mapred.job.tracker
{remote}:54311
'''.format(remote=master_ip))
log.info("wrote file: " + mapredSiteFile + " to host: " + str(remote))
## Add required entries to conf/hdfs-site.xml
def write_hdfs_site(ctx):
hdfsSiteFile = "{tdir}/apache_hadoop/conf/hdfs-site.xml".format(tdir=teuthology.get_testdir(ctx))
hadoopNodes = ctx.cluster.only(teuthology.is_type('hadoop'))
for remote, roles_for_host in hadoopNodes.remotes.iteritems():
teuthology.write_file(remote, hdfsSiteFile,
'''
dfs.replication
1
''' )
log.info("wrote file: " + hdfsSiteFile + " to host: " + str(remote))
## Add required entries to conf/slaves
## These nodes host TaskTrackers and DataNodes
def write_slaves(ctx):
log.info('Setting up slave nodes...')
slavesFile = "{tdir}/apache_hadoop/conf/slaves".format(tdir=teuthology.get_testdir(ctx))
tmpFile = StringIO()
slaves = ctx.cluster.only(teuthology.is_type('hadoop.slave'))
for remote, roles_for_host in slaves.remotes.iteritems():
tmpFile.write('{remote}\n'.format(remote=remote.ssh.get_transport().getpeername()[0]))
tmpFile.seek(0)
hadoopNodes = ctx.cluster.only(teuthology.is_type('hadoop'))
for remote, roles_for_host in hadoopNodes.remotes.iteritems():
teuthology.write_file(remote=remote, path=slavesFile, data=tmpFile)
tmpFile.seek(0)
log.info("wrote file: " + slavesFile + " to host: " + str(remote))
## Add required entries to conf/masters
## These nodes host JobTrackers and Namenodes
def write_master(ctx):
mastersFile = "{tdir}/apache_hadoop/conf/masters".format(tdir=teuthology.get_testdir(ctx))
master = _get_master(ctx)
master_remote, _ = master
hadoopNodes = ctx.cluster.only(teuthology.is_type('hadoop'))
for remote, roles_for_host in hadoopNodes.remotes.iteritems():
teuthology.write_file(remote, mastersFile, '{master_host}\n'.format(master_host=master_remote.ssh.get_transport().getpeername()[0]))
log.info("wrote file: " + mastersFile + " to host: " + str(remote))
## Call the various functions that configure Hadoop
def _configure_hadoop(ctx, config):
log.info('writing out config files')
write_hadoop_env(ctx, config)
write_core_site(ctx, config)
write_mapred_site(ctx)
write_hdfs_site(ctx)
write_slaves(ctx)
write_master(ctx)
@contextlib.contextmanager
def configure_hadoop(ctx, config):
_configure_hadoop(ctx,config)
log.info('config.get(hdfs): {hdfs}'.format(hdfs=config.get('hdfs')))
if config.get('hdfs'):
log.info('hdfs option specified. Setting up hdfs')
# let's run this from the master
master = _get_master(ctx)
remote, _ = master
remote.run(
args=["{tdir}/apache_hadoop/bin/hadoop".format(tdir=teuthology.get_testdir(ctx)),
"namenode",
"-format"],
wait=True,
)
log.info('done setting up hadoop')
try:
yield
finally:
log.info('Removing hdfs directory')
run.wait(
ctx.cluster.run(
args=[
'rm',
'-rf',
'/tmp/hadoop',
],
wait=False,
),
)
def _start_hadoop(ctx, remote, config):
testdir = teuthology.get_testdir(ctx)
if config.get('hdfs'):
remote.run(
args=['{tdir}/apache_hadoop/bin/start-dfs.sh'.format(tdir=testdir), ],
wait=True,
)
log.info('done starting hdfs')
remote.run(
args=['{tdir}/apache_hadoop/bin/start-mapred.sh'.format(tdir=testdir), ],
wait=True,
)
log.info('done starting mapred')
def _stop_hadoop(ctx, remote, config):
testdir = teuthology.get_testdir(ctx)
remote.run(
args=['{tdir}/apache_hadoop/bin/stop-mapred.sh'.format(tdir=testdir), ],
wait=True,
)
if config.get('hdfs'):
remote.run(
args=['{tdir}/apache_hadoop/bin/stop-dfs.sh'.format(tdir=testdir), ],
wait=True,
)
log.info('done stopping hadoop')
def _get_master(ctx):
master = ctx.cluster.only(teuthology.is_type('hadoop.master'))
assert 1 == len(master.remotes.items()), 'There must be exactly 1 hadoop.master configured'
return master.remotes.items()[0]
@contextlib.contextmanager
def start_hadoop(ctx, config):
master = _get_master(ctx)
remote, _ = master
log.info('Starting hadoop on {remote}\n'.format(remote=remote.ssh.get_transport().getpeername()[0]))
_start_hadoop(ctx, remote, config)
try:
yield
finally:
log.info('Running stop-mapred.sh on {remote}'.format(remote=remote.ssh.get_transport().getpeername()[0]))
_stop_hadoop(ctx, remote, config)
# download and untar the most recent apache hadoop binaries into {testdir}/apache_hadoop
def _download_apache_hadoop_binaries(ctx, remote, hadoop_url):
log.info('_download_apache_hadoop_binaries: path {path} on host {host}'.format(path=hadoop_url, host=str(remote)))
fileName = 'apache-hadoop.tgz'
testdir = teuthology.get_testdir(ctx)
remote.run(
args=[
'mkdir', '-p', '-m0755', '{tdir}/apache_hadoop'.format(tdir=testdir),
run.Raw('&&'),
'echo',
'{fileName}'.format(fileName=fileName),
run.Raw('|'),
'wget',
'-nv',
'-O-',
'--base={url}'.format(url=hadoop_url),
# need to use --input-file to make wget respect --base
'--input-file=-',
run.Raw('|'),
'tar', '-xzf', '-', '-C', '{tdir}/apache_hadoop'.format(tdir=testdir),
],
)
# download and untar the most recent Inktank hadoop binaries into {testdir}/hadoop
def _download_inktank_hadoop_binaries(ctx, remote, hadoop_url):
log.info('_download_inktank_hadoop_binaries: path {path} on host {host}'.format(path=hadoop_url, host=str(remote)))
fileName = 'hadoop.tgz'
testdir = teuthology.get_testdir(ctx)
remote.run(
args=[
'mkdir', '-p', '-m0755', '{tdir}/inktank_hadoop'.format(tdir=testdir),
run.Raw('&&'),
'echo',
'{fileName}'.format(fileName=fileName),
run.Raw('|'),
'wget',
'-nv',
'-O-',
'--base={url}'.format(url=hadoop_url),
# need to use --input-file to make wget respect --base
'--input-file=-',
run.Raw('|'),
'tar', '-xzf', '-', '-C', '{tdir}/inktank_hadoop'.format(tdir=testdir),
],
)
# copy hadoop-cephfs.jar and hadoop-cephfs-test.jar into apache_hadoop
def _copy_hadoop_cephfs_jars(ctx, remote, from_dir, to_dir):
testdir = teuthology.get_testdir(ctx)
log.info('copy jars from {from_dir} to {to_dir} on host {host}'.format(from_dir=from_dir, to_dir=to_dir, host=str(remote)))
file_names = [ 'hadoop-cephfs.jar', 'hadoop-cephfs-test.jar' ]
for file_name in file_names:
log.info('Copying file {file_name}'.format(file_name=file_name))
remote.run(
args=[ 'cp', '{tdir}/{from_dir}/{file_name}'.format(tdir=testdir,from_dir=from_dir,file_name=file_name),
'{tdir}/{to_dir}/'.format(tdir=testdir,to_dir=to_dir)
],
)
def _node_binaries(ctx, config, remote, inktank_hadoop_bindir_url, apache_hadoop_bindir_url):
_download_inktank_hadoop_binaries(ctx, remote, inktank_hadoop_bindir_url)
_download_apache_hadoop_binaries(ctx, remote, apache_hadoop_bindir_url)
_copy_hadoop_cephfs_jars(ctx, remote, 'inktank_hadoop/build', 'apache_hadoop/build')
@contextlib.contextmanager
def binaries(ctx, config):
path = config.get('path')
if path is None:
# fetch Apache Hadoop from gitbuilder
log.info('Fetching and unpacking Apache Hadoop binaries from gitbuilder...')
apache_sha1, apache_hadoop_bindir_url = teuthology.get_ceph_binary_url(
package='apache-hadoop',
branch=config.get('apache_branch'),
tag=config.get('tag'),
sha1=config.get('sha1'),
flavor=config.get('flavor'),
format=config.get('format'),
dist=config.get('dist'),
arch=config.get('arch'),
)
log.info('apache_hadoop_bindir_url %s' % (apache_hadoop_bindir_url))
ctx.summary['apache-hadoop-sha1'] = apache_sha1
# fetch Inktank Hadoop from gitbuilder
log.info('Fetching and unpacking Inktank Hadoop binaries from gitbuilder...')
inktank_sha1, inktank_hadoop_bindir_url = teuthology.get_ceph_binary_url(
package='hadoop',
branch=config.get('inktank_branch'),
tag=config.get('tag'),
sha1=config.get('sha1'),
flavor=config.get('flavor'),
format=config.get('format'),
dist=config.get('dist'),
arch=config.get('arch'),
)
log.info('inktank_hadoop_bindir_url %s' % (inktank_hadoop_bindir_url))
ctx.summary['inktank-hadoop-sha1'] = inktank_sha1
else:
raise Exception("The hadoop task does not support the path argument at present")
with parallel() as p:
hadoopNodes = ctx.cluster.only(teuthology.is_type('hadoop'))
# these can happen independently
for remote in hadoopNodes.remotes.iterkeys():
p.spawn(_node_binaries, ctx, config, remote, inktank_hadoop_bindir_url, apache_hadoop_bindir_url)
try:
yield
finally:
log.info('Removing hadoop binaries...')
run.wait(
ctx.cluster.run(
args=[ 'rm', '-rf', '--', '{tdir}/apache_hadoop'.format(tdir=teuthology.get_testdir(ctx))],
wait=False,
),
)
run.wait(
ctx.cluster.run(
args=[ 'rm', '-rf', '--', '{tdir}/inktank_hadoop'.format(tdir=teuthology.get_testdir(ctx))],
wait=False,
),
)
## A Hadoop NameNode will stay in safe mode for 30 seconds by default.
## This method blocks until the NameNode is out of safe mode.
@contextlib.contextmanager
def out_of_safemode(ctx, config):
if config.get('hdfs'):
log.info('Waiting for the Namenode to exit safe mode...')
master = _get_master(ctx)
remote, _ = master
remote.run(
args=["{tdir}/apache_hadoop/bin/hadoop".format(tdir=teuthology.get_testdir(ctx)),
"dfsadmin",
"-safemode",
"wait"],
wait=True,
)
else:
pass
try:
yield
finally:
pass
@contextlib.contextmanager
def task(ctx, config):
"""
Set up and tear down a Hadoop cluster.
This depends on either having ceph installed prior to hadoop, like so:
roles:
- [mon.0, mds.0, osd.0, hadoop.master.0]
- [mon.1, osd.1, hadoop.slave.0]
- [mon.2, hadoop.slave.1]
tasks:
- ceph:
- hadoop:
Or if you want to use HDFS under Hadoop, this will configure Hadoop
for HDFS and start it along with MapReduce. Note that it does not
require Ceph be installed.
roles:
- [hadoop.master.0]
- [hadoop.slave.0]
- [hadoop.slave.1]
tasks:
- hadoop:
hdfs: True
This task requires exactly one hadoop.master be specified
and at least one hadoop.slave.
This does *not* do anything with the Hadoop setup. To run wordcount,
you could use pexec like so (after the hadoop task):
- pexec:
hadoop.slave.0:
- mkdir -p /tmp/hadoop_input
- wget http://ceph.com/qa/hadoop_input_files.tar -O /tmp/hadoop_input/files.tar
- cd /tmp/hadoop_input/; tar -xf /tmp/hadoop_input/files.tar
- {tdir}/hadoop/bin/hadoop fs -mkdir wordcount_input
- {tdir}/hadoop/bin/hadoop fs -put /tmp/hadoop_input/*txt wordcount_input/
- {tdir}/hadoop/bin/hadoop jar {tdir}/hadoop/build/hadoop-example*jar wordcount wordcount_input wordcount_output
- rm -rf /tmp/hadoop_input
""".format(tdir=teuthology.get_testdir(ctx))
if config is None:
config = {}
assert isinstance(config, dict), \
"task hadoop only supports a dictionary for configuration"
dist = 'precise'
format = 'jar'
arch = 'x86_64'
flavor = config.get('flavor', 'basic')
ctx.summary['flavor'] = flavor
overrides = ctx.config.get('overrides', {})
teuthology.deep_merge(config, overrides.get('hadoop', {}))
apache_branch = None
if config.get('apache_hadoop_branch') is not None:
apache_branch = config.get('apache_hadoop_branch')
else:
apache_branch = 'branch-1.0' # hadoop branch to acquire
inktank_branch = None
if config.get('inktank_hadoop_branch') is not None:
inktank_branch = config.get('inktank_hadoop_branch')
else:
inktank_branch = 'cephfs/branch-1.0' # default branch name
# replace any '/' with a '_' to match the artifact paths
inktank_branch = inktank_branch.replace('/','_')
apache_branch = apache_branch.replace('/','_')
with contextutil.nested(
lambda: validate_config(ctx=ctx, config=config),
lambda: binaries(ctx=ctx, config=dict(
tag=config.get('tag'),
sha1=config.get('sha1'),
path=config.get('path'),
flavor=flavor,
dist=config.get('dist', dist),
format=format,
arch=arch,
apache_branch=apache_branch,
inktank_branch=inktank_branch,
)),
lambda: configure_hadoop(ctx=ctx, config=config),
lambda: start_hadoop(ctx=ctx, config=config),
lambda: out_of_safemode(ctx=ctx, config=config),
):
yield