pyrasterframes

RasterFrames brings the power of Spark DataFrames to geospatial raster data, empowered by the map algebra and tile layer operations of GeoTrellis

License	Apache-2.0
GroupId	io.astraea
ArtifactId	pyrasterframes_2.11
Last Version	0.7.0-RC4
Release Date	Jul 20, 2018
Type	jar
Description	pyrasterframes RasterFrames brings the power of Spark DataFrames to geospatial raster data, empowered by the map algebra and tile layer operations of GeoTrellis
Project URL	http://rasterframes.io
Project Organization	LocationTech RasterFrames
Source Code Management	https://github.com/locationtech/rasterframes

Download pyrasterframes_2.11

Filename	Size
pyrasterframes_2.11-0.7.0-RC4.pom
pyrasterframes_2.11-0.7.0-RC4.jar	9 KB
pyrasterframes_2.11-0.7.0-RC4-sources.jar	2 KB
pyrasterframes_2.11-0.7.0-RC4-python.zip	13 KB
pyrasterframes_2.11-0.7.0-RC4-javadoc.jar	390 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/io.astraea/pyrasterframes_2.11/ -->
<dependency>
    <groupId>io.astraea</groupId>
    <artifactId>pyrasterframes_2.11</artifactId>
    <version>0.7.0-RC4</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/io.astraea/pyrasterframes_2.11/
implementation 'io.astraea:pyrasterframes_2.11:0.7.0-RC4'

Gradle Kotlin

// https://jarcasting.com/artifacts/io.astraea/pyrasterframes_2.11/
implementation ("io.astraea:pyrasterframes_2.11:0.7.0-RC4")

Apache Buildr

'io.astraea:pyrasterframes_2.11:jar:0.7.0-RC4'

Apache Ivy

<dependency org="io.astraea" name="pyrasterframes_2.11" rev="0.7.0-RC4">
  <artifact name="pyrasterframes_2.11" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='io.astraea', module='pyrasterframes_2.11', version='0.7.0-RC4')
)

Scala SBT

libraryDependencies += "io.astraea" % "pyrasterframes_2.11" % "0.7.0-RC4"

Leiningen

[io.astraea/pyrasterframes_2.11 "0.7.0-RC4"]

Dependencies

compile (4)

Group / Artifact	Type	Version
org.scala-lang : scala-library	jar	2.11.12
io.astraea : rasterframes_2.11	jar	0.7.0-RC4
io.astraea : rasterframes-datasource_2.11	jar	0.7.0-RC4
io.astraea : rasterframes-experimental_2.11	jar	0.7.0-RC4

provided (2)

Group / Artifact	Type	Version
org.apache.spark : spark-sql_2.11	jar	2.2.1
org.apache.spark : spark-mllib_2.11	jar	2.2.1

Project Modules

There are no modules declared in this project.

^®

RasterFrames® brings together Earth-observation (EO) data access, cloud computing, and DataFrame-based data science. The recent explosion of EO data from public and private satellite operators presents both a huge opportunity as well as a challenge to the data analysis community. It is Big Data in the truest sense, and its footprint is rapidly getting bigger.

RasterFrames provides a DataFrame-centric view over arbitrary raster data, enabling spatiotemporal queries, map algebra raster operations, and compatibility with the ecosystem of Spark ML algorithms. By using DataFrames as the core cognitive and compute data model, it is able to deliver these features in a form that is both accessible to general analysts and scalable along with the rapidly growing data footprint.

Please see the Getting Started section of the Users' Manual to start using RasterFrames.

User Resources

• RasterFrames Users' Manual
• RasterFrames Jupyter Notebook Docker Image
• Gitter Channel
• Submit an Issue

Contributing

Community contributions are always welcome. To get started, please review our contribution guidelines, code of conduct, and reach out to us on gitter so the community can help you get started!

RasterFrames is part of the LocationTech Stack.

It is written in Scala, but with Python bindings. If you wish to contribute to the development of RasterFrames, or you wish to build it from scratch, you will need sbt. Then clone the repository from GitHub.

git clone https://github.com/locationtech/rasterframes.git
cd rasterframes

To publish to your local repository:

sbt publishLocal

You can run tests with

sbt test

and integration tests

sbt it:test

The documentation may be built with

sbt makeSite

Additional, Python sepcific build instruction may be found at pyrasterframes/src/main/python/README.md

Copyright and License

RasterFrames is released under the Apache 2.0 License, copyright Astraea, Inc. 2017-2020.

LocationTech

Versions

Version
0.7.0-RC4 Jul 20, 2018
0.7.0-RC3 Jun 5, 2018
0.7.0-rc2 May 31, 2018
0.7.0-RC1 May 24, 2018
0.6.2-RC2 May 10, 2018
0.6.2-RC1 May 2, 2018