# Licensed to Elasticsearch B.V. under one or more contributor # license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright # ownership. Elasticsearch B.V. licenses this file to you under # the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. import pytest # File called _pytest for PyCharm compatability from tests.common import TestData class TestDataFrameDrop(TestData): def test_drop(self, df): df.drop(labels=["Carrier", "DestCityName"], axis=1) df.drop(columns=["Carrier", "DestCityName"]) df.drop(["1", "2"]) df.drop(labels=["1", "2"], axis=0) df.drop(index=["1", "2"]) df.drop(labels="3", axis=0) df.drop(columns="Carrier") df.drop(columns=["Carrier", "Carrier_1"], errors="ignore") df.drop(columns=["Carrier_1"], errors="ignore") def test_drop_all_columns(self, df): all_columns = list(df.columns) rows = df.shape[0] for dropped in ( df.drop(labels=all_columns, axis=1), df.drop(columns=all_columns), df.drop(all_columns, axis=1), ): assert dropped.shape == (rows, 0) assert list(dropped.columns) == [] def test_drop_all_index(self, df): all_index = list(df.pd.index) cols = df.shape[1] for dropped in ( df.drop(all_index), df.drop(all_index, axis=0), df.drop(index=all_index), ): assert dropped.shape == (0, cols) assert list(dropped.to_pandas().index) == [] def test_drop_raises(self): ed_flights = self.ed_flights() with pytest.raises( ValueError, match="Cannot specify both 'labels' and 'index'/'columns'" ): ed_flights.drop( labels=["Carrier", "DestCityName"], columns=["Carrier", "DestCityName"] ) with pytest.raises( ValueError, match="Cannot specify both 'labels' and 'index'/'columns'" ): ed_flights.drop(labels=["Carrier", "DestCityName"], index=[0, 1, 2]) with pytest.raises( ValueError, match="Need to specify at least one of 'labels', 'index' or 'columns'", ): ed_flights.drop() with pytest.raises( ValueError, match="number of labels 0!=2 not contained in axis", ): ed_flights.drop(errors="raise", axis=0, labels=["-1", "-2"]) with pytest.raises(ValueError) as error: ed_flights.drop(columns=["Carrier_1"], errors="raise") assert str(error.value) == "labels ['Carrier_1'] not contained in axis"