SAGA to launch an Hadoop cluster as a normal batch job on Torque/PBS/SLURM clusters
Project description
# SAGA Hadoop
Last Updated: 10/01/2016
# Overview:
Use [SAGA](http://saga-project.github.io/saga-python/) to spawn an Hadoop Cluster within an HPC batch job.
Currently supported SAGA adaptors:
Fork
Torque
Requirements:
PBS/Torque cluster
Working directory should be on a shared filesystem
By default SAGA-Hadoop deploys an Hadoop 2.2.0 YARN cluster. The cluster can be customized by adjusting the templates for the Hadoop configuration files in core-site.xml, hdfs-site.xml, mapred-site.xml and yarn-site.xml in the hadoop2/bootstrap_hadoop2.py.
# Usage
Try to run a local Hadoop (e.g. for development and testing)
easy_install saga-hadoop saga-hadoop –resource fork://localhost
Try to run a Hadoop cluster inside a PBS/Torque job:
saga-hadoop –resource pbs+ssh://india.futuregrid.org –number_cores 8
Some Blog Posts about SAGA-Hadoop:
# Packages:
see hadoop1 for setting up a Hadoop 1.x.x cluster
see hadoop2 for setting up a Hadoop 2.7.x cluster
see spark for setting up a Spark 2.0.x cluster
see kafka for setting up a Kafka 0.10.x cluster
# Examples:
*Stampede:*
saga-hadoop –resource=slurm://localhost –queue=normal –walltime=239 –number_cores=256 –project=xxx
*Gordon:*
saga-hadoop –resource=pbs://localhost –walltime=59 –number_cores=16 –project=TG-CCR140028 –framework=spark
*Wrangler*
export JAVA_HOME=/usr/java/jdk1.8.0_45/ saga-hadoop –resource=slurm://localhost –queue=normal –walltime=59 –number_cores=24 –project=xxx
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
File details
Details for the file SAGA-Hadoop-0.31.2.tar.gz
.
File metadata
- Download URL: SAGA-Hadoop-0.31.2.tar.gz
- Upload date:
- Size: 36.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9a672846094152c3fd45b54959d1fd52afcf6a139da196cf32754aabbf4ee277 |
|
MD5 | 354cdfd5833e5410148dd3085b0bb500 |
|
BLAKE2b-256 | 04e413f73dd51ad57e7670f87a56fdabf4993295dd09cbb551f4b9e541b11690 |