What's a good way to interface Python running on OS X with a cloud-based SQL Server database?
EDIT:
With pyodbc I'm getting this error:
>>> import pyodbc
>>> cnxn = pyodbc.connect('DRIVER={SQL Server};SERVER=adsf.com;DATABASE=asdf;UID=asdf;PWD=asdf')
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
pyodbc.Error: ('00000', '[00000] [iODBC][Driver Manager]dlopen({SQL Server}, 6): image not found (0) (SQLDriverConnect)')
Summary
I'm using a Mac on Yosemite Version 10.10.1 trying to connect to a MS SQL Server database. I searched and couldn't find an updated detailed answer so here's a writeup that is mostly from this amazing article here. I'm adding it on stackoverflow in case the link dies. The idea is that we'll have the following layers to setup/connect.
Layers
Steps
Install Homebrew from here - this is a package manager for Mac OSX. The article shows how to use another package manager 'MacPorts'. For my instructions, they're with homebrew. Basically homebrew has a folder 'cellar' that holds different versions of packages. Instead of modifying your normal files, it instead points to these homebrew packages.
We need to install Pyodbc, but pyodbc uses iODBC drivers by default (which comes installed with mac), but many people have issues making it work. So, we're going to use an alternative called unixodbc
, which we would install in the future. For now, we need to configure the pyodbc installation such that it works with unixodbc.
Go to PyPi and download pyodbc tarball and uncompress it. Then change these lines in setup.py
:
elif sys.platform == 'darwin':
# OS/X now ships with iODBC.
settings['libraries'].append('iodbc')
to:
elif sys.platform == 'darwin':
# OS/X now ships with iODBC.
settings['libraries'].append('odbc')
and now run python setup.py install
.
This makes our pyodbc installation use unixodbc drivers by default. Perfect!
Install FreeTDS with brew install freetds --with-unixodbc
(FreeTDS is the driver that sits between the Mac ODBC and MS SQL Server, this chart here shows which version of TDS you should be using based on your specific Microsoft Server version; e.g. tds protocol 7.2 for Microsoft SQL Server 2008).
Configure freetds.conf
file (The file should be in '/usr/local/etc/freetds.conf', which for Homebrew is a link to say '/usr/local/Cellar/freetds/0.91_2/etc', but yours might be somewhere different depending on version). I edited the global and added my database info to the end (for some reason 'tds version = 7.2' would throw an error, but still work, while 8.0 just works):
[global]
# TDS protocol version
tds version = 8.0
[MYSERVER]
host = MYSERVER
port = 1433
tds version = 8.0
Verify FreeTDS installed correctly with: tsql -S myserver -U myuser -P mypassword
(you should see a prompt like this if it worked)
locale is "en_US.UTF-8"
locale charset is "UTF-8"
using default charset "UTF-8"
1>
Install unixODBC with brew install unixodbc
.
Setup your unixODBC config files, which includes odbcinst.ini (driver configuration), and odbc.ini (DSN configuration file). By default, my files were in: /Library/ODBC
(Note: NOT my user library aka /Users/williamliu/Library). Or they could also be in your homebrew installation directory /usr/local/Cellar/unixodbc/<version>/etc
.
Open up your 'odbcinst.ini' file and then add the following (Note: Different if you use MacPorts. For Homebrew, this file is a link to the homebrew version e.g. mine is in '/usr/local/Cellar/freetds/0.91_2/lib/libtdsodbc.so'):
[FreeTDS]
Description=FreeTDS Driver for Linux & MSSQL on Win32
Driver=/usr/local/lib/libtdsodbc.so
Setup=/usr/local/lib/libtdsodbc.so
UsageCount=1
Open up your 'odbc.ini' and then add the following (this is usually along with odbcinst.ini
:
[MYSERVER]
Description = Test to SQLServer
Driver = FreeTDS
Trace = Yes
TraceFile = /tmp/sql.log
Database = MYDATABASE
Servername = MYSERVER
UserName = MYUSER
Password = MYPASSWORD
Port = 1433
Protocol = 8.0
ReadOnly = No
RowVersioning = No
ShowSystemTables = No
ShowOidColumn = No
FakeOidIndex = No
Verify unixODBC installed correctly with: isql MYSERVER MYUSER MYPASSWORD
. If you get an error that you cannot connect, then add -v
to check what the verbose output is and fix it. Otherwise, you should see this:
+---------------------------------------+
| Connected! |
| |
| sql-statement |
| help [tablename] |
| quit |
| |
+---------------------------------------+
Now verify pyodbc works with a python program. Run python in the shell or a .py file with this and you should get your query back:
import pyodbc
import pandas
import pandas.io.sql as psql
cnxn = pyodbc.connect('DSN=MYSERVER;UID=MYUSER;PWD=MYPASSWORD')
cursor = cnxn.cursor()
sql = ("SELECT * FROM dbo.MYDATABASE")
df = psql.frame_query(sql, cnxn)
You can refer to the documentation of pyodbc to get more help after this.