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Check that a builder roundtrips through pickle and will give the same…
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… results afterwards.
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chrish42 committed May 21, 2015
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# Exhaustive end-to-end tests of the top-level API.

import sys
from six.moves import cPickle as pickle
import __future__
import numpy as np
from nose.tools import assert_raises
Expand Down Expand Up @@ -744,3 +745,17 @@ def test_C_and_pandas_categorical():
[[1, 0],
[1, 1],
[1, 0]])

def test_pickle_builder_roundtrips():
design_matrix = dmatrix("x + a", {"x": [1, 2, 3],
"a": ["a1", "a2", "a3"]})
builder = design_matrix.design_info.builder

new_data = {"x": [10, 20, 30],
"a": ["a3", "a1", "a2"]}
m1 = dmatrix(builder, new_data)

builder2 = pickle.loads(pickle.dumps(design_matrix.design_info.builder))
m2 = dmatrix(builder2, new_data)

assert np.allclose(m1, m2)

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