# SPDX-License-Identifier: Apache-2.0 # The OpenSearch Contributors require contributions made to # this file be licensed under the Apache-2.0 license or a # compatible open source license. # Any modifications Copyright OpenSearch Contributors. See # GitHub history for details. # 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. # File called _pytest for PyCharm compatability import pytest from opensearch_py_ml.field_mappings import FieldMappings from tests import FLIGHTS_INDEX_NAME, OPENSEARCH_TEST_CLIENT from tests.common import TestData class TestDisplayNames(TestData): def test_init_all_fields(self): field_mappings = FieldMappings( client=OPENSEARCH_TEST_CLIENT, index_pattern=FLIGHTS_INDEX_NAME ) expected = self.pd_flights().columns.to_list() assert expected == field_mappings.display_names def test_init_selected_fields(self): expected = ["timestamp", "DestWeather", "DistanceKilometers", "AvgTicketPrice"] field_mappings = FieldMappings( client=OPENSEARCH_TEST_CLIENT, index_pattern=FLIGHTS_INDEX_NAME, display_names=expected, ) assert expected == field_mappings.display_names def test_set_display_names(self): expected = [ "Cancelled", "timestamp", "DestWeather", "DistanceKilometers", "AvgTicketPrice", ] field_mappings = FieldMappings( client=OPENSEARCH_TEST_CLIENT, index_pattern=FLIGHTS_INDEX_NAME ) field_mappings.display_names = expected assert expected == field_mappings.display_names # now set again new_expected = ["AvgTicketPrice", "timestamp"] field_mappings.display_names = new_expected assert new_expected == field_mappings.display_names def test_not_found_display_names(self): not_found = [ "Cancelled", "timestamp", "DestWeather", "unknown", "DistanceKilometers", "AvgTicketPrice", ] field_mappings = FieldMappings( client=OPENSEARCH_TEST_CLIENT, index_pattern=FLIGHTS_INDEX_NAME ) with pytest.raises(KeyError): field_mappings.display_names = not_found expected = self.pd_flights().columns.to_list() assert expected == field_mappings.display_names def test_invalid_list_type_display_names(self): field_mappings = FieldMappings( client=OPENSEARCH_TEST_CLIENT, index_pattern=FLIGHTS_INDEX_NAME ) # not a list like object with pytest.raises(ValueError): field_mappings.display_names = 12.0 # tuple is list like field_mappings.display_names = ("Cancelled", "DestWeather") expected = ["Cancelled", "DestWeather"] assert expected == field_mappings.display_names