Apache Drill for SQLAlchemy
Project description
Apache Drill dialect for SQLAlchemy.
The primary purpose of this is to have a working dialect for Apache Drill that can be used with Apache Superset.
https://superset.incubator.apache.org
Obviously, a working, robust dialect for Drill serves other purposes as well, but most of the iterative planning for this REPO will be based on working with Superset. Other changes will gladly be incorporated, as long as it doesn't hurt Superset integration.
Installation
Installing the dialect is straightforward. Simply:
pip install sqlalchemy-drill
Alternatively, you can download the latest release from github and install from here:
python3 -m pip install git+https://github.com/JohnOmernik/sqlalchemy-drill.git
Usage
To use Drill with SQLAlchemy you will need to craft a connection string in the format below:
drill+sadrill://<username>:<password>@<host>:<port>/<storage_plugin>?use_ssl=True
To connect to Drill running on a local machine running in embedded mode you can use the following connection string.
drill+sadrill://localhost:8047/dfs?use_ssl=False
Usage with JDBC
Connecting to Drill via JDBC is a little more complicated than a local installation and complete instructions can be found on the Drill documentation here: https://drill.apache.org/docs/using-the-jdbc-driver/.
In order to configure SQLAlchemy to work with Drill via JDBC you must:
- Download the latest JDBC Driver available here: http://apache.osuosl.org/drill/
- Copy this driver to your classpath or other known path
- Set an environment variable called
DRILL_JDBC_DRIVER_PATH
to the full path of your driver location - Set an environment variable called
DRILL_JDBC_JAR_NAME
to the name of the.jar
file for the Drill driver.
Additionally, you will need to install JayDeBeApi
as well as jPype version 0.6.3.
These modules are listed as optional dependencies and will not be installed by the default installer.
If the JDBC driver is not available, the dialect will throw errors when trying to connect.
drill+jdbc://<username>:<passsword>@<host>:<port>
For a simple installation, this might look like:
drill+jdbc://admin:password@localhost:31010
Usage with ODBC
In order to configure SQLAlchemy to work with Drill via ODBC you must:
- Install latest Drill ODBC Driver: https://drill.apache.org/docs/installing-the-driver-on-linux/
- Ensure that you have ODBC support in your system (
unixODBC
package for RedHat-based systems). - Install
pyodbc
Python package. This module is listed as an optional dependency and will not be installed by the default installer.
To connect to Drill with SQLAlchemy use the following connection string:
drill+odbc:///?<ODBC connection parameters>
Connection properties are available in the official documentation: https://drill.apache.org/docs/odbc-configuration-reference/
For a simple installation, this might look like:
drill+odbc:///?Driver=/opt/mapr/drill/lib/64/libdrillodbc_sb64.so&ConnectionType=Direct&HOST=localhost&PORT=31010&AuthenticationType=Plain&UID=admin&PWD=password
or for the case when you have DSN configured in odbc.ini
:
drill+odbc:///?DSN=drill_dsn_name
Note: it's better to avoid using connection string with hostname:port
or username
/password
, like 'drill+odbc://admin:password@localhost:31010/' but use only ODBC properties instead to avoid any misinterpretation between these parameters.
Usage with Superset
For a complete tutorial on how to use Superset with Drill, read the tutorial on @cgivre's blog available here: http://thedataist.com/visualize-anything-with-superset-and-drill/.
Current Status/Development Approach
Currently we can connect to drill, and issue queries for most visualizations and get results. We also enumerate table columns for some times of tables. Here are things that are working as some larger issues to work out. (Individual issues are tracked under issues)
- Connection to Drill via the databases tab in Superset succeeds
- You can do basic queries for most types of viz/tables
- There may be issues with advanced queries/joins. As you learn about new ones, please track in issues
Many thanks
to drillpy and pydrill for code used in creating the drilldbapi.py
code for connecting!
Docker
Get the superset repo and then in
FROM supersetimage(not sure it's name)
RUN python3 -m pip install git+https://github.com/JohnOmernik/sqlalchemy-drill.git
CMD["superset"]
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