FOSS4G 2017 Workshop: Analyzing large raster data in a Jupyter notebook with GeoPySpark on AWS
This repository has the following components:
ingest: Scala GeoTrellis code that was used to ingest the landsat, CDL and NLCD data used in the workshop, along with the Makefile to run the ingests on EMR.emr: The Makefiles and code to work with the workshop clusters, including modifying and uploading the notebooks for the workshop.exercises: Reference, Exercise and Solution notebooks that are run as part of the workshop.
Running an Workshop EMR cluster
To run this, you'll have need awscli installed,
with the AWS_PROFILE account being able to interact with EMR through aws emr.
Configure emr/config-aws.mk, based on emr/config-aws.mk.template.
Create clusters
Run make create-clusters. This will create some number of clusters,
the count of whic can be controlled by the CLUSTER_COUNT property in
emr/config-emr.mk.
Copying Notebooks to your EMR cluster
Use the Makefile here for copying up the workshop notebooks.
# Copy the reference notebooks and exercies
make copy-references
# Copy the exercise 1 solution
make copy-exercise-1-solution
# Copy the exercise 2 solution
make copy-exercise-2-solution
# Copy the exercise 3 solution
make copy-exercise-3-solution
Other makefile commands
See emr/Makefile for other commands to temrinate the cluster, etc.