Redshift for R
Provides a few functions to make it easier to access Amazon's Redshift service from R.
This library essentially does very little, other than provide some nicer functions that use the RJDBC package. The code includes by default the Postgresql 8.4-703 JDBC driver that is required for connecting to Amazon's Redshift service; installing this package would install all dependencies necessary to start querying and analysing. However, custom Postgresql drivers can be used (like later versions of the driver).
Installing with devtools is probably easiest or you can install from the source/tarball. The project is currently not part of CRAN.
Download the latest code tarball. Unzip the archive and run the following command in R:
install.packages("RJDBC", dependencies=T) install.packages("/Users/me/Downloads/redshift-r-master", dependencies=F, repos=NULL, type="source")
require(redshift) conn <- redshift.connect("jdbc:postgresql://blah.blah.eu-west-1.redshift.amazonaws.com:5439/data", "username", "password") # conn is just a regular RJDBC connection object # we can retrieve a list of tables tables <- redshift.tables(conn) # and get some info about the columns in one of those tables cols <- redshift.columns(conn, "weblog") # we can use RJDBC dbGetQuery to retrieve query results, perhaps from our weblog data statuses_by_day <- dbGetQuery(conn, paste("SELECT DATE(timestamp) as dated, status, COUNT(1) as request_count", "FROM weblog", "GROUP BY DATE(time_stamp), status", "ORDER BY dated")) statuses_by_day$dated <- as.Date(statuses_by_day$dated) statuses_by_day$status <- as.factor(statuses_by_day$status) # finally, lets do a little scatter plot to see how this looks require(ggplot2) p <- ggplot(statuses_by_day, aes(x=dated, y=request_count)) p + geom_point(aes(color=status))
Before committing changes to the project you can run the following command from the directory containing the cloned repo (i.e.
$ R CMD check redshift
- Update R documentation with functions- generates warnings during check at the moment.
This R package includes the Postgresql JDBC binary which is distributed under the following license:
Copyright (c) 1997-2011, PostgreSQL Global Development Group All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 3. Neither the name of the PostgreSQL Global Development Group nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
This Redshift R code is distributed under the Eclipse Public License.