import numpy as np from pandas import DataFrame, Series, period_range def test_iat(float_frame): for i, row in enumerate(float_frame.index): for j, col in enumerate(float_frame.columns): result = float_frame.iat[i, j] expected = float_frame.at[row, col] assert result == expected def test_iat_duplicate_columns(): # https://github.com/pandas-dev/pandas/issues/11754 df = DataFrame([[1, 2]], columns=["x", "x"]) assert df.iat[0, 0] == 1 def test_iat_getitem_series_with_period_index(): # GH#4390, iat incorrectly indexing index = period_range("1/1/2001", periods=10) ser = Series(np.random.randn(10), index=index) expected = ser[index[0]] result = ser.iat[0] assert expected == result