CODEWITHSUNDEEP
pythonsqloracle-databasepandassqlalchemy
Markus W
Markus W

Reputation: 1493

Error when trying to import from Database with Pandas and SQLAlchemy

I am using portable python 2.7.6.1 and I want to import a query from an oracle database into python pandas. I have searched a couple of examples and came up with the following code:

from sqlalchemy import create_engine
import pandas as pd

engine = create_engine('oracle://user:pass@host:port/schema', echo=False)
df = pd.read_sql('select * from databasetable', engine, index_col = index)

print df.describe()

The program stops at the 'pd.read_sql'-statement with this Error Message: 

AttributeError: 'module' object has no attribute 'read_sql'

The Database connection is working and according to the examples this code should work. Can anyone help?

Upvotes: 5

Views: 7607

Answers (3)

Franck Dernoncourt
Franck Dernoncourt

Reputation: 83177

The method pandas.io.sql.read_sql was introduced in pandas 0.12.0 (Release date: 2013-07-24).

Change log:

io API changes: […] added top-level pd.read_sql and to_sql DataFrame methods

Upvotes: 0

Markus W
Markus W

Reputation: 1493

Thanks a lot. I have checked with pd.dict and the on the pandas-docs for the versions. --> It seems in my version 0.11.0 'sql_read_frame' is the command to use and in Version 0.15.0 you can read sql with 'read_sql'

Upvotes: 0

Brian from QuantRocket
Brian from QuantRocket

Reputation: 5468

The pandas module imports read_sql from a submodule; you could try getting it from the submodule:

df = pd.io.sql.read_sql('select * from databasetable', engine, index_col = index)

You could also print pd.__dict__ to see what's available in the pd module. Do you get AttributeError if you try to use other things from the pd module, for example, pd.Series()?

Upvotes: 2

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