rmongodb
This is an R (www.r-project.org) extension supporting access to MongoDB (www.mongodb.org) using the mongodb-c-driver.
The latest stable version will be soon available on CRAN: http://cran.r-project.org/package=rmongodb
Thanks to Gerald Lindsly and MongoDB, Inc. (formerly 10gen) for all the initial work. In October 2013, MongoSoup (www.mongosoup.de) has overtaken the development and maintenance of the R package.
Please feel free to send us issues or pull requests via github: https://github.com/mongosoup/rmongodb
Furthermore, we are happy to get your feedback personally via email: markus@mongosoup.de
Usage
Once you have installed the package, it may be loaded from within R like any other package:
library("rmongodb")
# connect to your local mongodb
mongo <- mongo.create()
# create query object
buf <- mongo.bson.buffer.create()
mongo.bson.buffer.append(buf, "age", 18L)
query <- mongo.bson.from.buffer(buf)
# Find the first 100 records
# in collection people of database test where age == 18
cursor <- mongo.find(mongo, "test.people", query, limit=100L)
# Step though the matching records and display them
while (mongo.cursor.next(cursor))
print(mongo.cursor.value(cursor))
mongo.cursor.destroy(cursor)
There is also one demo available:
library("rmongodb")
demo(teachers_aid)
Supported Functionality by rmongodb
- Connecting and disconnecting to MongoDB
- Querying, inserting and updating to MongoDB
- Creating and handling BSON objects
- Dropping collections and databases on MongoDB
- Creating indices on MongoDB collections
- Error handling
- Executing commands on MongoDB
- Adding, removing, handling files on a "Grid File System" (GridFS) on a MongoDB server
Good ressources to Get Started with rmongodb
-
R with MongoDB - MongoDB Munich conference, October 2013, Markus Schmidberger
-
Accessing mongodb from R - January 2012, Sean Davis
code examples: http://watson.nci.nih.gov/~sdavis/blog/rmongodb-using-R-with-mongo/ -
R and MongoDB - June 2013, WenSui
example comparing rmongodb and RMongo: http://www.r-bloggers.com/r-and-mongodb/ -
rmongodb – R Driver for MongoDB - September 2011, Gerald Lindsly
blog post: http://www.r-bloggers.com/rmongodb-r-driver-for-mongodb/ -
Stackoverflow questions and answers:
http://stackoverflow.com/questions/tagged/rmongodb
Good ressources to Install and Get Started with MongoDB
-
Installing MongoDB, MongoDB Doku
http://docs.mongodb.org/manual/installation/ -
Getting Started with MongoDB, MongoDB Doku
http://docs.mongodb.org/manual/tutorial/getting-started/ -
MongoDB - Getting Started Guide, April 2013, Satish
Development
To install the development version of rmongodb, it's easiest to use the devtools package:
# install.packages("devtools")
library(devtools)
install_github("rmongodb", "mongosoup")
To run the unit tests:
R --no-save < tests/test.R
We advice using RStudio (www.rstudio.org) for the package development. The RStudio .Rproj file is included in the repository.