I have a pandas dataframe, all the columns are objects type. I am trying to convert it to cudf by typing cudf.from_pandas(df) but I have this error:
ArrowTypeError: Expected a bytes object, got a 'int' object
I don't understand why even that columns are string and not int. My second question is how to append to a cudf a new element ( like pandas : df. append())
cudf does have an df.append()
capability for Series.
import cudf
df1 = cudf.DataFrame({'a': [0, 1, 2, 3],'b': [0.1, 0.2, 0.3, 0.4]})
df2 = cudf.DataFrame({'a': [4, 5, 6, 7],'b': [0.1, 0.2, None, 0.3]}) #your new elements
df3= df1.a.append(df2.a)
df3
Output:
0 0
1 1
2 2
3 3
0 4
1 5
2 6
3 7
Name: a, dtype: int64