Critical issue: full_fact fails after recent update of pandas to 1.5.0 #16
Description
This code from your README file worked until pandas was updated to 1.5.0.
from doepy import build
df = build.full_fact(
{
'Pressure':[40,55,70],
'Temperature':[290, 320, 350],
'Flow rate':[0.2,0.4],
'Time':[5,8]}
)
print(df)
It gives now the following. Note how flow rate is returning the values 0 and 1 and not 0.2 and 0.4.
Pressure Temperature Flow rate Time
0 40.0 290.0 0.0 5.0
1 55.0 290.0 0.0 5.0
...
7 55.0 350.0 0.0 5.0
8 70.0 350.0 0.0 5.0
9 40.0 290.0 1.0 5.0
10 55.0 290.0 1.0 5.0
...
16 55.0 350.0 1.0 5.0
17 70.0 350.0 1.0 5.0
I did a bit of digging around and the issue seems to depend on the factor values. Once you switch a factor to float, the value is no longer returned; just 0, 1, 2, and so on:
from doepy import build
df = build.full_fact(
{
'Pressure':[40.1,55,70],
'Flow rate':[5, 8.123],
})
print(df)
Pressure Flow rate
0 0.0 5.0
1 55.0 5.0
2 70.0 5.0
3 0.0 1.0
4 55.0 1.0
5 70.0 1.0
Python version used was 3.9