import numpy as np from backend.data_types import DataField def test_rotate_field(): from backend.nodes.rotate import RotateField node = RotateField() data = np.array([[1, 2, 3], [4, 5, 6]], dtype=np.float64) field = DataField(data=data, xreal=6.0, yreal=4.0, xoff=10.0, yoff=20.0, si_unit_xy="nm", si_unit_z="nm") rotated_90, = node.process(field, angle=90.0, interpolation="nearest", expand_canvas=True) assert np.array_equal(rotated_90.data, np.rot90(data)) assert rotated_90.data.shape == (3, 2) assert rotated_90.xreal == 4.0 assert rotated_90.yreal == 6.0 assert rotated_90.xoff == 11.0 assert rotated_90.yoff == 19.0 assert rotated_90.si_unit_xy == field.si_unit_xy assert rotated_90.si_unit_z == field.si_unit_z assert rotated_90.overlays == [] rotated_180, = node.process(field, angle=180.0, interpolation="nearest", expand_canvas=False) assert np.array_equal(rotated_180.data, np.rot90(data, 2)) assert rotated_180.data.shape == data.shape assert rotated_180.xreal == field.xreal assert rotated_180.yreal == field.yreal assert rotated_180.xoff == field.xoff assert rotated_180.yoff == field.yoff rotated_45, = node.process(field, angle=45.0, interpolation="bilinear", expand_canvas=True) expected_xreal = abs(field.xreal * np.cos(np.deg2rad(45.0))) + abs(field.yreal * np.sin(np.deg2rad(45.0))) expected_yreal = abs(field.xreal * np.sin(np.deg2rad(45.0))) + abs(field.yreal * np.cos(np.deg2rad(45.0))) assert rotated_45.data.shape[0] > field.data.shape[0] assert rotated_45.data.shape[1] > field.data.shape[1] assert np.isclose(rotated_45.xreal, expected_xreal) assert np.isclose(rotated_45.yreal, expected_yreal) assert np.isclose(rotated_45.xoff + rotated_45.xreal / 2.0, field.xoff + field.xreal / 2.0) assert np.isclose(rotated_45.yoff + rotated_45.yreal / 2.0, field.yoff + field.yreal / 2.0) def test_rotate_field_overlay_warning(): from backend.nodes.rotate import RotateField node = RotateField() warnings = [] RotateField._broadcast_warning_fn = lambda nid, msg: warnings.append(msg) RotateField._current_node_id = "test" field = DataField( data=np.arange(16, dtype=np.float64).reshape(4, 4), overlays=[{"kind": "markup", "shapes": [{"kind": "line", "x1": 0.1, "y1": 0.1, "x2": 0.9, "y2": 0.9, "width": 2, "color": "#ffffff"}]}], ) rotated, = node.process(field, angle=30.0, interpolation="bilinear", expand_canvas=True) assert rotated.overlays == [] assert len(warnings) == 1 assert "clears annotation/markup overlays" in warnings[0] RotateField._broadcast_warning_fn = None