odbc
A modern database interface
Jim Hester (RStudio)
Databases
- RDBMS - Relational Database Management System
- SQL - Strucured Query Language
- Lots of data
- Many types exist
- Each has proprietary API / SQL Dialect
ODBC - Open Database Connectivity
- Defined Standard
- Common Connection Procedures
- Data Insertion / Retrieval
- Widely adopted, Many Drivers
- Cross Platform (Unix, MacOS, Windows)
DBI - Database Interface
- DBs <-> R/S
- First CRAN release (2001-12-05), also S-PLUS
- David A. James - (2001), Hadley Wickham (2014), Kirill Müller (2016)
- DBItest - comprehensive compatibility testing
- dplyr - 0.7.0 generic DBI backend
install.packages("odbc")
- DBI compatible
- Complete Rewrite (C++11 / Rcpp) vs RODBC
- Native support for dates / timestamps / raw binary / 64 bit integers
- Parameterized queries / Batched insert, retrieval
- Well tested - SQL Server, PostgreSQL, MySQL
- QA / Solutions Engineering - Extensive testing Commercial DBs (Oracle, SQL Server, Impala, Hive, ...)
- Faster than existing alternatives
Reading |
3.2 X |
1.5 X |
Writing |
1.9 X |
37.6 X |
dplyr / dbplyr
- High level interface / SQL translator
- As of 0.7 works directly with DBI connections
- Robust Translations
- SQL Server, Oracle, PostgreSQL, Hive, Impala...
RStudio Server Pro - Bundled ODBC Drivers
- Driver install script / Easy setup
- Improved performance
- Improved error messages
- Kerberos support
- Future - RStudio Connect