import unittest from sqlglot.dataframe.sql import functions as F from sqlglot.dataframe.sql.window import Window, WindowSpec class TestDataframeWindow(unittest.TestCase): def test_window_spec_partition_by(self): partition_by = WindowSpec().partitionBy(F.col("cola"), F.col("colb")) self.assertEqual("OVER (PARTITION BY cola, colb)", partition_by.sql()) def test_window_spec_order_by(self): order_by = WindowSpec().orderBy("cola", "colb") self.assertEqual("OVER (ORDER BY cola, colb)", order_by.sql()) def test_window_spec_rows_between(self): rows_between = WindowSpec().rowsBetween(3, 5) self.assertEqual("OVER (ROWS BETWEEN 3 PRECEDING AND 5 FOLLOWING)", rows_between.sql()) def test_window_spec_range_between(self): range_between = WindowSpec().rangeBetween(3, 5) self.assertEqual("OVER (RANGE BETWEEN 3 PRECEDING AND 5 FOLLOWING)", range_between.sql()) def test_window_partition_by(self): partition_by = Window.partitionBy(F.col("cola"), F.col("colb")) self.assertEqual("OVER (PARTITION BY cola, colb)", partition_by.sql()) def test_window_order_by(self): order_by = Window.orderBy("cola", "colb") self.assertEqual("OVER (ORDER BY cola, colb)", order_by.sql()) def test_window_rows_between(self): rows_between = Window.rowsBetween(3, 5) self.assertEqual("OVER (ROWS BETWEEN 3 PRECEDING AND 5 FOLLOWING)", rows_between.sql()) def test_window_range_between(self): range_between = Window.rangeBetween(3, 5) self.assertEqual("OVER (RANGE BETWEEN 3 PRECEDING AND 5 FOLLOWING)", range_between.sql()) def test_window_rows_unbounded(self): rows_between_unbounded_start = Window.rowsBetween(Window.unboundedPreceding, 2) self.assertEqual( "OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 2 FOLLOWING)", rows_between_unbounded_start.sql(), ) rows_between_unbounded_end = Window.rowsBetween(1, Window.unboundedFollowing) self.assertEqual( "OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING)", rows_between_unbounded_end.sql(), ) rows_between_unbounded_both = Window.rowsBetween( Window.unboundedPreceding, Window.unboundedFollowing ) self.assertEqual( "OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)", rows_between_unbounded_both.sql(), ) def test_window_range_unbounded(self): range_between_unbounded_start = Window.rangeBetween(Window.unboundedPreceding, 2) self.assertEqual( "OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND 2 FOLLOWING)", range_between_unbounded_start.sql(), ) range_between_unbounded_end = Window.rangeBetween(1, Window.unboundedFollowing) self.assertEqual( "OVER (RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING)", range_between_unbounded_end.sql(), ) range_between_unbounded_both = Window.rangeBetween( Window.unboundedPreceding, Window.unboundedFollowing ) self.assertEqual( "OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)", range_between_unbounded_both.sql(), )