# # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF 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 numpy as np from pyspark import pandas as ps from pyspark.pandas.config import set_option, reset_option, option_context from pyspark.testing.pandasutils import PandasOnSparkTestCase class ReprTest(PandasOnSparkTestCase): max_display_count = 23 @classmethod def setUpClass(cls): super().setUpClass() set_option("display.max_rows", ReprTest.max_display_count) @classmethod def tearDownClass(cls): reset_option("display.max_rows") super().tearDownClass() def test_repr_dataframe(self): psdf = ps.range(ReprTest.max_display_count) self.assertTrue("Showing only the first" not in repr(psdf)) self.assert_eq(repr(psdf), repr(psdf.to_pandas())) psdf = ps.range(ReprTest.max_display_count + 1) self.assertTrue("Showing only the first" in repr(psdf)) self.assertTrue( repr(psdf).startswith(repr(psdf.to_pandas().head(ReprTest.max_display_count))) ) with option_context("display.max_rows", None): psdf = ps.range(ReprTest.max_display_count + 1) self.assert_eq(repr(psdf), repr(psdf.to_pandas())) def test_repr_series(self): psser = ps.range(ReprTest.max_display_count).id self.assertTrue("Showing only the first" not in repr(psser)) self.assert_eq(repr(psser), repr(psser.to_pandas())) psser = ps.range(ReprTest.max_display_count + 1).id self.assertTrue("Showing only the first" in repr(psser)) self.assertTrue( repr(psser).startswith(repr(psser.to_pandas().head(ReprTest.max_display_count))) ) with option_context("display.max_rows", None): psser = ps.range(ReprTest.max_display_count + 1).id self.assert_eq(repr(psser), repr(psser.to_pandas())) psser = ps.range(ReprTest.max_display_count).id.rename() self.assertTrue("Showing only the first" not in repr(psser)) self.assert_eq(repr(psser), repr(psser.to_pandas())) psser = ps.range(ReprTest.max_display_count + 1).id.rename() self.assertTrue("Showing only the first" in repr(psser)) self.assertTrue( repr(psser).startswith(repr(psser.to_pandas().head(ReprTest.max_display_count))) ) with option_context("display.max_rows", None): psser = ps.range(ReprTest.max_display_count + 1).id.rename() self.assert_eq(repr(psser), repr(psser.to_pandas())) psser = ps.MultiIndex.from_tuples( [(100 * i, i) for i in range(ReprTest.max_display_count)] ).to_series() self.assertTrue("Showing only the first" not in repr(psser)) self.assert_eq(repr(psser), repr(psser.to_pandas())) psser = ps.MultiIndex.from_tuples( [(100 * i, i) for i in range(ReprTest.max_display_count + 1)] ).to_series() self.assertTrue("Showing only the first" in repr(psser)) self.assertTrue( repr(psser).startswith(repr(psser.to_pandas().head(ReprTest.max_display_count))) ) with option_context("display.max_rows", None): psser = ps.MultiIndex.from_tuples( [(100 * i, i) for i in range(ReprTest.max_display_count + 1)] ).to_series() self.assert_eq(repr(psser), repr(psser.to_pandas())) def test_repr_indexes(self): psidx = ps.range(ReprTest.max_display_count).index self.assertTrue("Showing only the first" not in repr(psidx)) self.assert_eq(repr(psidx), repr(psidx.to_pandas())) psidx = ps.range(ReprTest.max_display_count + 1).index self.assertTrue("Showing only the first" in repr(psidx)) self.assertTrue( repr(psidx).startswith( repr(psidx.to_pandas().to_series().head(ReprTest.max_display_count).index) ) ) with option_context("display.max_rows", None): psidx = ps.range(ReprTest.max_display_count + 1).index self.assert_eq(repr(psidx), repr(psidx.to_pandas())) psidx = ps.MultiIndex.from_tuples([(100 * i, i) for i in range(ReprTest.max_display_count)]) self.assertTrue("Showing only the first" not in repr(psidx)) self.assert_eq(repr(psidx), repr(psidx.to_pandas())) psidx = ps.MultiIndex.from_tuples( [(100 * i, i) for i in range(ReprTest.max_display_count + 1)] ) self.assertTrue("Showing only the first" in repr(psidx)) self.assertTrue( repr(psidx).startswith( repr(psidx.to_pandas().to_frame().head(ReprTest.max_display_count).index) ) ) with option_context("display.max_rows", None): psidx = ps.MultiIndex.from_tuples( [(100 * i, i) for i in range(ReprTest.max_display_count + 1)] ) self.assert_eq(repr(psidx), repr(psidx.to_pandas())) def test_html_repr(self): psdf = ps.range(ReprTest.max_display_count) self.assertTrue("Showing only the first" not in psdf._repr_html_()) self.assertEqual(psdf._repr_html_(), psdf.to_pandas()._repr_html_()) psdf = ps.range(ReprTest.max_display_count + 1) self.assertTrue("Showing only the first" in psdf._repr_html_()) with option_context("display.max_rows", None): psdf = ps.range(ReprTest.max_display_count + 1) self.assertEqual(psdf._repr_html_(), psdf.to_pandas()._repr_html_()) def test_repr_float_index(self): psdf = ps.DataFrame( {"a": np.random.rand(ReprTest.max_display_count)}, index=np.random.rand(ReprTest.max_display_count), ) self.assertTrue("Showing only the first" not in repr(psdf)) self.assert_eq(repr(psdf), repr(psdf.to_pandas())) self.assertTrue("Showing only the first" not in repr(psdf.a)) self.assert_eq(repr(psdf.a), repr(psdf.a.to_pandas())) self.assertTrue("Showing only the first" not in repr(psdf.index)) self.assert_eq(repr(psdf.index), repr(psdf.index.to_pandas())) self.assertTrue("Showing only the first" not in psdf._repr_html_()) self.assertEqual(psdf._repr_html_(), psdf.to_pandas()._repr_html_()) psdf = ps.DataFrame( {"a": np.random.rand(ReprTest.max_display_count + 1)}, index=np.random.rand(ReprTest.max_display_count + 1), ) self.assertTrue("Showing only the first" in repr(psdf)) self.assertTrue("Showing only the first" in repr(psdf.a)) self.assertTrue("Showing only the first" in repr(psdf.index)) self.assertTrue("Showing only the first" in psdf._repr_html_()) if __name__ == "__main__": import unittest from pyspark.pandas.tests.test_repr import * # noqa: F401 try: import xmlrunner # type: ignore[import] testRunner = xmlrunner.XMLTestRunner(output="target/test-reports", verbosity=2) except ImportError: testRunner = None unittest.main(testRunner=testRunner, verbosity=2)