adding more nodes
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38
tests/node_tests/mutual_crop.py
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38
tests/node_tests/mutual_crop.py
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import numpy as np
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import pytest
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from tests.node_tests._shared import make_field
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def test_same_image():
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from backend.nodes.mutual_crop import MutualCrop
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node = MutualCrop()
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field = make_field()
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cropped_a, cropped_b = node.process(field, field)
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assert cropped_a.data.shape == cropped_b.data.shape
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def test_output_shapes_match():
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from backend.nodes.mutual_crop import MutualCrop
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node = MutualCrop()
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rng = np.random.default_rng(10)
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field_a = make_field(data=rng.standard_normal((48, 64)))
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field_b = make_field(data=rng.standard_normal((64, 48)))
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cropped_a, cropped_b = node.process(field_a, field_b)
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assert cropped_a.data.shape == cropped_b.data.shape, (
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f"Shapes should match: {cropped_a.data.shape} vs {cropped_b.data.shape}"
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)
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def test_identical_fields():
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from backend.nodes.mutual_crop import MutualCrop
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node = MutualCrop()
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data = np.random.default_rng(99).standard_normal((32, 32))
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field_a = make_field(data=data.copy())
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field_b = make_field(data=data.copy())
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cropped_a, cropped_b = node.process(field_a, field_b)
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# Identical fields should be fully overlapping, so cropped output ~ original
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assert cropped_a.data.shape == (32, 32)
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assert np.allclose(cropped_a.data, data)
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