add code for example transformation

Author: LucaMarconato

sandbox/generate_transformation.py

@@ -0,0 +1,53 @@
+"""Example: Create a sequence transformation mapping x, y -> a, b"""
+
+from ome_zarr_models._v06.coordinate_transforms import (
+    Axis,
+    CoordinateSystem,
+    Scale,
+    Translation,
+    Sequence,
+)
+
+# Define input coordinate system (x, y)
+input_cs = CoordinateSystem(
+    name="xy_space",
+    axes=(
+        Axis(name="x", type="space", unit="micrometer"),
+        Axis(name="y", type="space", unit="micrometer"),
+    ),
+)
+
+# Define output coordinate system (a, b)
+output_cs = CoordinateSystem(
+    name="ab_space",
+    axes=(
+        Axis(name="a", type="space", unit="micrometer"),
+        Axis(name="b", type="space", unit="micrometer"),
+    ),
+)
+
+scale_transform = Scale(
+    scale=(2.0, 3.0),
+)
+
+translation_transform = Translation(
+    translation=(10.0, 20.0),
+)
+
+sequence_transform = Sequence(
+    input="xy_space",
+    output="ab_space",
+    transformations=(scale_transform, translation_transform),
+)
+
+# Print the sequence
+print("Sequence transformation:")
+print(sequence_transform.model_dump_json(indent=2))
+
+
+# Get inverse transformation
+inverse_sequence = sequence_transform.get_inverse()
+print("\nInverse sequence:")
+print(f"  Input: {inverse_sequence.input}")
+print(f"  Output: {inverse_sequence.output}")
+print(f"  Transforms: {[t.type for t in inverse_sequence.transformations]}")