From 9cc35852c77e0673c1322e0c83fc9506057bac96 Mon Sep 17 00:00:00 2001 From: kylef-lab41 Date: Fri, 17 Jul 2015 13:58:26 -0700 Subject: [PATCH 1/3] Update mesos docker container with PAM for user authentication --- .../lab41/spark-mesos-client-ipython/Dockerfile | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/dockerfiles/lab41/spark-mesos-client-ipython/Dockerfile b/dockerfiles/lab41/spark-mesos-client-ipython/Dockerfile index 12132d7..6569f4c 100644 --- a/dockerfiles/lab41/spark-mesos-client-ipython/Dockerfile +++ b/dockerfiles/lab41/spark-mesos-client-ipython/Dockerfile @@ -34,3 +34,14 @@ ADD config/bootstrap/bootstrap.sh /bootstrap.sh # add runit services ADD config/service /etc/service + +# configure PAM for user auth +RUN apt-get update --assume-yes +RUN apt-get upgrade --assume-yes +RUN apt-get --assume-yes build-dep pam + +#Rebuild and install libpam with --disable-audit option +RUN export CONFIGURE_OPTS=--disable-audit && \ + cd /root && \ + apt-get -b source pam && \ + dpkg -i libpam-doc*.deb libpam-modules*.deb libpam-runtime*.deb libpam0g*.deb From 7b0e74aedc61f699dc263135c894bbf4a82d8f06 Mon Sep 17 00:00:00 2001 From: kylef-lab41 Date: Fri, 17 Jul 2015 13:59:36 -0700 Subject: [PATCH 2/3] Add example IPython notebook for Spark via Mesos --- runtime/ipython/notebooks/Example_Pi.ipynb | 116 +++++++++++++++++++++ 1 file changed, 116 insertions(+) create mode 100644 runtime/ipython/notebooks/Example_Pi.ipynb diff --git a/runtime/ipython/notebooks/Example_Pi.ipynb b/runtime/ipython/notebooks/Example_Pi.ipynb new file mode 100644 index 0000000..092404e --- /dev/null +++ b/runtime/ipython/notebooks/Example_Pi.ipynb @@ -0,0 +1,116 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# import modules\n", + "from pyspark import SparkContext, SparkConf\n", + "import os, sys, getopt\n", + "import xml.etree.ElementTree as ET\n", + "\n", + "import pandas as pd\n", + "from pandas import Series, DataFrame" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SLF4J: Failed to load class \"org.slf4j.impl.StaticLoggerBinder\".\n", + "SLF4J: Defaulting to no-operation (NOP) logger implementation\n", + "SLF4J: See http://www.slf4j.org/codes.html#StaticLoggerBinder for further details.\n", + "Found 3 items\n", + "-rw-r--r-- 3 root supergroup 252761350 2015-07-17 20:12 /spark/spark-1.3.0-bin-hadoop2.4.tgz\n", + "-rw-r--r-- 3 root supergroup 259384921 2015-07-17 20:11 /spark/spark-1.3.1-bin-hadoop2.6.tgz\n", + "-rw-r--r-- 3 ytesfaye supergroup 245061043 2015-07-15 22:36 /spark/spark-1.4.1-bin-hadoop2.4.tgz\n" + ] + } + ], + "source": [ + "# verify spark binary in HDFS\n", + "!hadoop fs -ls /spark" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# update SparkContext to use HDFS Spark binary\n", + "# TODO: setup this portion to configure on server startup\n", + "from pyspark import SparkConf, SparkContext\n", + "sc.stop()\n", + "conf = (SparkConf()\n", + " .setMaster(\"mesos://mesos-master-fqdn:5050\")\n", + " .setAppName(\"Calculate Pi\")\n", + " .set(\"spark.executor.uri\", \"hdfs:///spark/spark-1.3.0-bin-hadoop2.4.tgz\"))\n", + "sc = SparkContext(conf = conf)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pi is roughly 3.036000\n" + ] + } + ], + "source": [ + "# simple example to test Spark job\n", + "from random import *\n", + "\n", + "def sample(p):\n", + " x, y = random(), random()\n", + " return 1 if x*x + y*y < 1 else 0\n", + "\n", + "# estimate Pi\n", + "NUM_SAMPLES=1000\n", + "count = sc.parallelize(xrange(0, NUM_SAMPLES)).map(sample).reduce(lambda a, b: a + b)\n", + "print \"Pi is roughly %f\" % (4.0 * count / NUM_SAMPLES)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} From 72b2e9d5d7a36a35b7f129414c79d5551e268b41 Mon Sep 17 00:00:00 2001 From: kylef-lab41 Date: Fri, 17 Jul 2015 14:00:15 -0700 Subject: [PATCH 3/3] Add example architectures for Dockerizing Mesos with Spark --- .../ipython-spark-docker-mesos-draw.io.png | Bin 0 -> 77929 bytes .../ipython-spark-docker-mesos-draw.io.xml | 1 + ...on-spark-docker-mesos-standalone-draw.io.png | Bin 0 -> 16443 bytes ...on-spark-docker-mesos-standalone-draw.io.xml | 1 + runtime/ipython/notebooks/Example_Pi.ipynb | 2 +- 5 files changed, 3 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HcmV?d00001 diff --git a/architecture/ipython-spark-docker-mesos-standalone-draw.io.xml b/architecture/ipython-spark-docker-mesos-standalone-draw.io.xml new file mode 100644 index 0000000..5f1ef54 --- /dev/null +++ b/architecture/ipython-spark-docker-mesos-standalone-draw.io.xml @@ -0,0 +1 @@ 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 \ No newline at end of file diff --git a/runtime/ipython/notebooks/Example_Pi.ipynb b/runtime/ipython/notebooks/Example_Pi.ipynb index 092404e..82b5f2e 100644 --- a/runtime/ipython/notebooks/Example_Pi.ipynb +++ b/runtime/ipython/notebooks/Example_Pi.ipynb @@ -34,7 +34,7 @@ "Found 3 items\n", "-rw-r--r-- 3 root supergroup 252761350 2015-07-17 20:12 /spark/spark-1.3.0-bin-hadoop2.4.tgz\n", "-rw-r--r-- 3 root supergroup 259384921 2015-07-17 20:11 /spark/spark-1.3.1-bin-hadoop2.6.tgz\n", - "-rw-r--r-- 3 ytesfaye supergroup 245061043 2015-07-15 22:36 /spark/spark-1.4.1-bin-hadoop2.4.tgz\n" + "-rw-r--r-- 3 guest supergroup 245061043 2015-07-15 22:36 /spark/spark-1.4.1-bin-hadoop2.4.tgz\n" ] } ],