Description
Driver version
2.1.3
Redshift version
PostgreSQL 8.0.2 on i686-pc-linux-gnu, compiled by GCC gcc (GCC) 3.4.2 20041017 (Red Hat 3.4.2-6.fc3), Redshift 1.0.76169
Client Operating System
macos
Python version
3.12.6
Problem description
The Cursor.fetch_dataframe method always lowercases column names, irrespective of the case-sensitivity configuration value. This behavior is unexpected, because the resulting DataFrame's columns may be treated as case-insensitive, even when that flag is set to true.
One example where this can be problematic is demonstrated below:
from redshift_connector import connect
conn = connect(<connection options>)
cursor = conn.cursor()
cursor.execute('SET enable_case_sensitive_identifier TO true')
cursor.execute('WITH t AS (SELECT 1 AS "C", 2 AS "c") SELECT * FROM t')
# cursor.fetch_dataframe()
# c c
# 0 1 2
# cursor.fetch_dataframe().to_dict()
# <stdin>:1: UserWarning: DataFrame columns are not unique, some columns will be omitted.
# {'c': {0: 2}}Possible solutions
I see that there is an open PR related to this issue, but I don't think it solves it. I believe that the correct way to solve this is to get rid of the lower() call in line 526 altogether. That would mean that the columns produced by the driver reflect those returned by Redshift, hence respecting the case-sensitivity configuration value (see image below). I plan to open a PR with this fix soon.
P.S.: I see that the line of interest was introduced in the first commit of this repo (!) and hasn't changed since. My hunch is that this was most likely an oversight, since Redshift's documentation at the date of that commit had no mention of the enable_case_sensitive_identifier flag, so the driver must've not been updated to take it into account after it was introduced.