DatabaseConnector is part of the OHDSI Methods Library.
This R package provides function for connecting to various DBMSs.
- Create connections to the various database platforms:
- MicrosoftSQL Server
- Microsoft Parallel Data Warehouse (a.k.a. Analytics Platform System)
- Amazon Redshift
- Apache Impala
- Google BigQuery
- IBM Netezza
- Statements for executing queries with
- Error reporting to file
- Progress reporting
- Multiple statements per query
- Support for fetching data to ffdf objects
- Insert data frame to a database table
- Supports the DBI interface
- Integrates with RStudio's Connections tab
connectionDetails <- createConnectionDetails(dbms="postgresql", server="localhost", user="root", password="blah", schema="cdm_v4") conn <- connect(connectionDetails) querySql(conn,"SELECT COUNT(*) FROM person") disconnect(conn)
## regular data insert insertTable(connection = connection, tableName = "scratch.somedata", data = data, dropTableIfExists = TRUE, createTable = TRUE, tempTable = FALSE, useMppBulkLoad = FALSE) ## bulk data insert with Redshift or PDW insertTable(connection = connection, tableName = "scratch.somedata", data = data, dropTableIfExists = TRUE, createTable = TRUE, tempTable = FALSE, useMppBulkLoad = TRUE)
DatabaseConnector is an R package using Java's JDBC drivers.
Requires R. Also requires Java 1.6 or higher (Oracle Java is recommended. Issues have been reported when using GCJ.)
Please note that this package requires Java to be installed. If you don't have Java already intalled on your computed (on most computers it already is installed), go to java.com to get the latest version.
To be able to use Windows authentication for SQL Server, you have to install the JDBC driver. Download the .exe from Microsoft and run it, thereby extracting its contents to a folder. In the extracted folder you will find the file sqljdbc_4.0/enu/auth/x64/sqljdbc_auth.dll (64-bits) or sqljdbc_4.0/enu/auth/x86/sqljdbc_auth.dll (32-bits), which needs to be moved to location on the system path, for example to c:/windows/system32.
DatabaseConnector also depends on the OHDSI DatabaseConnectorJars and SqlRender packages.
For Redshift Bulk Mpp inserts, the cloudyR aws S3 pacakge is required.
To install the latest stable version, install from CRAN:
To install the latest development version, install from GitHub:
install.packages("devtools") devtools::install_github("ohdsi/DatabaseConnectorJars") devtools::install_github("ohdsi/DatabaseConnector")
To download and use the JDBC drivers for BigQuery, Impala, or Netezza, see these instructions.
- Developer questions/comments/feedback: OHDSI Forum
- We use the GitHub issue tracker for all bugs/issues/enhancements
DatabaseConnector is licensed under Apache License 2.0. The JDBC drivers fall under their own respective licenses.
DatabaseConnector is being developed in R Studio.
Stable. The code is actively being used in several projects.
- This project is supported in part through the National Science Foundation grant IIS 1251151.