Repository: bigtop Updated Branches: refs/heads/master c0afe3595 -> 00611578d
BIGTOP-2483: Add Mahout Charm (closes #123) Signed-off-by: Kevin W Monroe <[email protected]> Project: http://git-wip-us.apache.org/repos/asf/bigtop/repo Commit: http://git-wip-us.apache.org/repos/asf/bigtop/commit/00611578 Tree: http://git-wip-us.apache.org/repos/asf/bigtop/tree/00611578 Diff: http://git-wip-us.apache.org/repos/asf/bigtop/diff/00611578 Branch: refs/heads/master Commit: 00611578db040e5c77a1412a2af28f898f30a894 Parents: c0afe35 Author: Konstantinos Tsakalozos <[email protected]> Authored: Tue Jun 7 17:01:49 2016 +0300 Committer: Kevin W Monroe <[email protected]> Committed: Sun Oct 30 17:59:52 2016 -0500 ---------------------------------------------------------------------- .../src/charm/mahout/layer-mahout/README.md | 121 ++++++ .../src/charm/mahout/layer-mahout/actions.yaml | 2 + .../mahout/layer-mahout/actions/smoke-test | 35 ++ .../src/charm/mahout/layer-mahout/copyright | 16 + .../src/charm/mahout/layer-mahout/icon.svg | 411 ++++++++++++++++++ .../src/charm/mahout/layer-mahout/layer.yaml | 6 + .../src/charm/mahout/layer-mahout/metadata.yaml | 12 + .../mahout/layer-mahout/reactive/mahout.py | 37 ++ .../layer-mahout/resources/links-converted.txt | 426 +++++++++++++++++++ .../mahout/layer-mahout/resources/users.txt | 247 +++++++++++ .../mahout/layer-mahout/tests/01-mahout-test.py | 60 +++ .../charm/mahout/layer-mahout/tests/tests.yaml | 3 + 12 files changed, 1376 insertions(+) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/bigtop/blob/00611578/bigtop-packages/src/charm/mahout/layer-mahout/README.md ---------------------------------------------------------------------- diff --git a/bigtop-packages/src/charm/mahout/layer-mahout/README.md b/bigtop-packages/src/charm/mahout/layer-mahout/README.md new file mode 100644 index 0000000..065fe00 --- /dev/null +++ b/bigtop-packages/src/charm/mahout/layer-mahout/README.md @@ -0,0 +1,121 @@ +<!-- + 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. +--> +# Overview + +The Apache Mahout project's goal is to build an environment for quickly creating +scalable performant machine learning applications. + +Apache Mahout software provides three major features: + * A simple and extensible programming environment and framework for building + scalable algorithms + * A wide variety of premade algorithms for Scala + Apache Spark, H2O, Apache + Flink + * Samsara, a vector math experimentation environment with R-like syntax which + works at scale + + +# Deploying + +A working Juju installation is assumed to be present. If Juju is not yet set +up, please follow the [getting-started][] instructions prior to deploying this +charm. + +This charm is intended to be used with one of the [apache bigtop bundles][]. +For example: + + juju deploy hadoop-processing + +> **Note**: The above assumes Juju 2.0 or greater. If using an earlier version +of Juju, use [juju-quickstart][] with the following syntax: `juju quickstart +hadoop-processing`. + +This will deploy an Apache Bigtop Hadoop cluster. More information about this +deployment can be found in the [bundle readme](https://jujucharms.com/hadoop-processing/). + +Now add Mahout and relate it to the cluster endpoint: + + juju deploy mahout + juju add-relation mahout client + +## Network-Restricted Environments +Charms can be deployed in environments with limited network access. To deploy +in this environment, configure a Juju model with appropriate proxy and/or +mirror options. See [Configuring Models][] for more information. + +[getting-started]: https://jujucharms.com/docs/stable/getting-started +[apache bigtop bundles]: https://jujucharms.com/u/bigdata-charmers/#bundles +[juju-quickstart]: https://launchpad.net/juju-quickstart +[Configuring Models]: https://jujucharms.com/docs/stable/models-config + + +# Verifying + +## Status +Apache Bigtop charms provide extended status reporting to indicate when they +are ready: + + juju status + +This is particularly useful when combined with `watch` to track the on-going +progress of the deployment: + + watch -n 2 juju status + +The message column will provide information about a given unit's state. +This charm is ready for use once the status message indicates that it is +ready. + +## Smoke Test +This charm provides a `smoke-test` action that can be used to verify the +application is functioning as expected. Run the action as follows: + + juju run-action mahout/0 smoke-test + +> **Note**: The above assumes Juju 2.0 or greater. If using an earlier version +of Juju, the syntax is `juju action do mahout/0 smoke-test`. + +Watch the progress of the smoke test actions with: + + watch -n 2 juju show-action-status + +> **Note**: The above assumes Juju 2.0 or greater. If using an earlier version +of Juju, the syntax is `juju action status`. + +Eventually, the action should settle to `status: completed`. If it +reports `status: failed`, the application is not working as expected. Get +more information about a specific smoke test with: + + juju show-action-output <action-id> + +> **Note**: The above assumes Juju 2.0 or greater. If using an earlier version +of Juju, the syntax is `juju action fetch <action-id>`. + + +# Contact Information + +- <[email protected]> + + +# Resources + +- [Apache Bigtop](http://bigtop.apache.org/) home page +- [Apache Bigtop mailing lists](http://bigtop.apache.org/mail-lists.html) +- [Apache Mahout home page](https://mahout.apache.org/) +- [Apache Mahout issue tracker](https://issues.apache.org/jira/browse/MAHOUT) +- [Juju Bigtop charms](https://jujucharms.com/q/apache/bigtop) +- [Juju mailing list](https://lists.ubuntu.com/mailman/listinfo/juju) +- [Juju community](https://jujucharms.com/community) http://git-wip-us.apache.org/repos/asf/bigtop/blob/00611578/bigtop-packages/src/charm/mahout/layer-mahout/actions.yaml ---------------------------------------------------------------------- diff --git a/bigtop-packages/src/charm/mahout/layer-mahout/actions.yaml b/bigtop-packages/src/charm/mahout/layer-mahout/actions.yaml new file mode 100644 index 0000000..670c099 --- /dev/null +++ b/bigtop-packages/src/charm/mahout/layer-mahout/actions.yaml @@ -0,0 +1,2 @@ +"smoke-test": + "description": "Mahout mapreduce recommender job." http://git-wip-us.apache.org/repos/asf/bigtop/blob/00611578/bigtop-packages/src/charm/mahout/layer-mahout/actions/smoke-test ---------------------------------------------------------------------- diff --git a/bigtop-packages/src/charm/mahout/layer-mahout/actions/smoke-test b/bigtop-packages/src/charm/mahout/layer-mahout/actions/smoke-test new file mode 100755 index 0000000..22cf7c7 --- /dev/null +++ b/bigtop-packages/src/charm/mahout/layer-mahout/actions/smoke-test @@ -0,0 +1,35 @@ +#!/bin/bash + +# 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. + +set -ex + +if hdfs dfs -stat /tmp/input/ &> /dev/null; then + hdfs dfs -rm -r -skipTrash /tmp/input/ || true +fi + +hdfs dfs -mkdir /tmp/input/ +hdfs dfs -put resources/links-converted.txt /tmp/input/ +hdfs dfs -put resources/users.txt /tmp/input/ + +if hdfs dfs -stat temp &> /dev/null; then + hdfs dfs -rm -r -skipTrash temp || true +fi +if hdfs dfs -stat output &> /dev/null; then + hdfs dfs -rm -r -skipTrash output || true +fi + +hadoop jar /usr/lib/mahout/mahout-mr-*-job.jar org.apache.mahout.cf.taste.hadoop.item.RecommenderJob -Dmapred.input.dir=/tmp/input/links-converted.txt -Dmapred.output.dir=output --usersFile /tmp/input/users.txt --booleanData -s SIMILARITY_LOGLIKELIHOOD http://git-wip-us.apache.org/repos/asf/bigtop/blob/00611578/bigtop-packages/src/charm/mahout/layer-mahout/copyright ---------------------------------------------------------------------- diff --git a/bigtop-packages/src/charm/mahout/layer-mahout/copyright b/bigtop-packages/src/charm/mahout/layer-mahout/copyright new file mode 100644 index 0000000..52de50a --- /dev/null +++ b/bigtop-packages/src/charm/mahout/layer-mahout/copyright @@ -0,0 +1,16 @@ +Format: http://dep.debian.net/deps/dep5/ + +Files: * +Copyright: Copyright 2015, Canonical Ltd., All Rights Reserved, The Apache Software Foundation +License: Apache License 2.0 + Licensed 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. http://git-wip-us.apache.org/repos/asf/bigtop/blob/00611578/bigtop-packages/src/charm/mahout/layer-mahout/icon.svg ---------------------------------------------------------------------- diff --git a/bigtop-packages/src/charm/mahout/layer-mahout/icon.svg b/bigtop-packages/src/charm/mahout/layer-mahout/icon.svg new file mode 100644 index 0000000..977103b --- /dev/null +++ b/bigtop-packages/src/charm/mahout/layer-mahout/icon.svg @@ -0,0 +1,411 @@ +<?xml version="1.0" encoding="UTF-8" standalone="no"?> +<svg + xmlns:dc="http://purl.org/dc/elements/1.1/"; + xmlns:cc="http://creativecommons.org/ns#"; + 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https://github.com/apache/bigtop/tree/master/bigtop-packages/src/charm/mahout/layer-mahout +includes: + - 'layer:apache-bigtop-base' +options: + basic: + use_venv: true http://git-wip-us.apache.org/repos/asf/bigtop/blob/00611578/bigtop-packages/src/charm/mahout/layer-mahout/metadata.yaml ---------------------------------------------------------------------- diff --git a/bigtop-packages/src/charm/mahout/layer-mahout/metadata.yaml b/bigtop-packages/src/charm/mahout/layer-mahout/metadata.yaml new file mode 100644 index 0000000..7a71d70 --- /dev/null +++ b/bigtop-packages/src/charm/mahout/layer-mahout/metadata.yaml @@ -0,0 +1,12 @@ +name: mahout +summary: Create scalable and performant machine learning applications +maintainer: Juju Big Data <[email protected]> +description: > + The Apache Mahout project's goal is to build an environment for quickly + creating scalable and performant machine learning applications. +tags: [] +subordinate: true +requires: + mahout: + interface: mahout + scope: container http://git-wip-us.apache.org/repos/asf/bigtop/blob/00611578/bigtop-packages/src/charm/mahout/layer-mahout/reactive/mahout.py ---------------------------------------------------------------------- diff --git a/bigtop-packages/src/charm/mahout/layer-mahout/reactive/mahout.py b/bigtop-packages/src/charm/mahout/layer-mahout/reactive/mahout.py new file mode 100644 index 0000000..e8e68ca --- /dev/null +++ b/bigtop-packages/src/charm/mahout/layer-mahout/reactive/mahout.py @@ -0,0 +1,37 @@ +# 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. + +from jujubigdata import utils +from charms.reactive import when, when_not, set_state +from charms.layer.apache_bigtop_base import Bigtop +from charmhelpers.core import hookenv + + +@when('bigtop.available') +@when_not('mahout.installed') +def install_mahout(): + hookenv.status_set('maintenance', 'installing mahout') + bigtop = Bigtop() + bigtop.render_site_yaml( + roles=[ + 'mahout-client', + ], + ) + bigtop.trigger_puppet() + with utils.environment_edit_in_place('/etc/environment') as env: + env['MAHOUT_HOME'] = '/usr/lib/mahout' + + hookenv.status_set('active', 'ready') + 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b/bigtop-packages/src/charm/mahout/layer-mahout/tests/01-mahout-test.py @@ -0,0 +1,60 @@ +#!/usr/bin/env python3 + +# 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. + +import unittest +import amulet + + +class TestDeploy(unittest.TestCase): + """ + Deployment and smoke test for Apache Bigtop Mahout. + """ + @classmethod + def setUpClass(cls): + cls.d = amulet.Deployment(series='xenial') + cls.d.add('mahout', 'cs:xenial/mahout') + cls.d.add('client', 'cs:xenial/hadoop-client') + cls.d.add('resourcemanager', 'cs:xenial/hadoop-resourcemanager') + cls.d.add('namenode', 'cs:xenial/hadoop-namenode') + cls.d.add('slave', 'cs:xenial/hadoop-slave') + cls.d.add('plugin', 'cs:xenial/hadoop-plugin') + + cls.d.relate('plugin:hadoop-plugin', 'client:hadoop') + cls.d.relate('plugin:namenode', 'namenode:namenode') + cls.d.relate('plugin:resourcemanager', 'resourcemanager:resourcemanager') + cls.d.relate('slave:namenode', 'namenode:datanode') + cls.d.relate('slave:resourcemanager', 'resourcemanager:nodemanager') + cls.d.relate('namenode:namenode', 'resourcemanager:namenode') + cls.d.relate('mahout:mahout', 'client:mahout') + + cls.d.setup(timeout=3600) + cls.d.sentry.wait_for_messages({"mahout": "ready"}, timeout=3600) + cls.mahout = cls.d.sentry['mahout'][0] + + def test_mahout(self): + """ + Validate Mahout by running the smoke-test action. + """ + uuid = self.mahout.run_action('smoke-test') + result = self.d.action_fetch(uuid, full_output=True) + # action status=completed on success + if (result['status'] != "completed"): + self.fail('Mahout smoke-test failed: %s' % result) + + +if __name__ == '__main__': + unittest.main() http://git-wip-us.apache.org/repos/asf/bigtop/blob/00611578/bigtop-packages/src/charm/mahout/layer-mahout/tests/tests.yaml ---------------------------------------------------------------------- diff --git a/bigtop-packages/src/charm/mahout/layer-mahout/tests/tests.yaml b/bigtop-packages/src/charm/mahout/layer-mahout/tests/tests.yaml new file mode 100644 index 0000000..3b6ce3e --- /dev/null +++ b/bigtop-packages/src/charm/mahout/layer-mahout/tests/tests.yaml @@ -0,0 +1,3 @@ +reset: false +packages: + - amulet
