eland/tests/field_mappings/test_aggregatables_pytest.py
2020-11-16 11:30:41 -06:00

136 lines
5.5 KiB
Python

# 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 eland.field_mappings import FieldMappings
from tests import ECOMMERCE_INDEX_NAME, ES_TEST_CLIENT
from tests.common import TestData
class TestAggregatables(TestData):
@pytest.mark.filterwarnings("ignore:Aggregations not supported")
def test_ecommerce_all_aggregatables(self):
ed_field_mappings = FieldMappings(
client=ES_TEST_CLIENT, index_pattern=ECOMMERCE_INDEX_NAME
)
aggregatables = ed_field_mappings.aggregatable_field_names()
expected = {
"category.keyword": "category",
"currency": "currency",
"customer_birth_date": "customer_birth_date",
"customer_first_name.keyword": "customer_first_name",
"customer_full_name.keyword": "customer_full_name",
"customer_id": "customer_id",
"customer_last_name.keyword": "customer_last_name",
"customer_phone": "customer_phone",
"day_of_week": "day_of_week",
"day_of_week_i": "day_of_week_i",
"email": "email",
"geoip.city_name": "geoip.city_name",
"geoip.continent_name": "geoip.continent_name",
"geoip.country_iso_code": "geoip.country_iso_code",
"geoip.location": "geoip.location",
"geoip.region_name": "geoip.region_name",
"manufacturer.keyword": "manufacturer",
"order_date": "order_date",
"order_id": "order_id",
"products._id.keyword": "products._id",
"products.base_price": "products.base_price",
"products.base_unit_price": "products.base_unit_price",
"products.category.keyword": "products.category",
"products.created_on": "products.created_on",
"products.discount_amount": "products.discount_amount",
"products.discount_percentage": "products.discount_percentage",
"products.manufacturer.keyword": "products.manufacturer",
"products.min_price": "products.min_price",
"products.price": "products.price",
"products.product_id": "products.product_id",
"products.product_name.keyword": "products.product_name",
"products.quantity": "products.quantity",
"products.sku": "products.sku",
"products.tax_amount": "products.tax_amount",
"products.taxful_price": "products.taxful_price",
"products.taxless_price": "products.taxless_price",
"products.unit_discount_amount": "products.unit_discount_amount",
"sku": "sku",
"taxful_total_price": "taxful_total_price",
"taxless_total_price": "taxless_total_price",
"total_quantity": "total_quantity",
"total_unique_products": "total_unique_products",
"type": "type",
"user": "user",
}
assert expected == aggregatables
def test_ecommerce_selected_aggregatables(self):
expected = {
"category.keyword": "category",
"currency": "currency",
"customer_birth_date": "customer_birth_date",
"customer_first_name.keyword": "customer_first_name",
"type": "type",
"user": "user",
}
ed_field_mappings = FieldMappings(
client=ES_TEST_CLIENT,
index_pattern=ECOMMERCE_INDEX_NAME,
display_names=expected.values(),
)
aggregatables = ed_field_mappings.aggregatable_field_names()
assert expected == aggregatables
def test_ecommerce_single_aggregatable_field(self):
ed_field_mappings = FieldMappings(
client=ES_TEST_CLIENT, index_pattern=ECOMMERCE_INDEX_NAME
)
assert "user" == ed_field_mappings.aggregatable_field_name("user")
def test_ecommerce_single_keyword_aggregatable_field(self):
ed_field_mappings = FieldMappings(
client=ES_TEST_CLIENT, index_pattern=ECOMMERCE_INDEX_NAME
)
assert (
"customer_first_name.keyword"
== ed_field_mappings.aggregatable_field_name("customer_first_name")
)
def test_ecommerce_single_non_existant_field(self):
ed_field_mappings = FieldMappings(
client=ES_TEST_CLIENT, index_pattern=ECOMMERCE_INDEX_NAME
)
with pytest.raises(KeyError):
ed_field_mappings.aggregatable_field_name("non_existant")
@pytest.mark.filterwarnings("ignore:Aggregations not supported")
def test_ecommerce_single_non_aggregatable_field(self):
ed_field_mappings = FieldMappings(
client=ES_TEST_CLIENT, index_pattern=ECOMMERCE_INDEX_NAME
)
assert None is ed_field_mappings.aggregatable_field_name("customer_gender")