import unittest

from polymatrix.expressionstate.init.initexpressionstate import init_expression_state
import polymatrix.expression.initexpressionbase


class TestDerivative(unittest.TestCase):

    def test_1(self):
        underlying_terms = {
            (0, 0): {
                ((0, 1),): 2.0,
                ((1, 2),): 3.0,
            },
            (1, 0): {
                tuple(): 5.0,
                ((0, 1), (2, 3)): 4.0,
            },
        }

        variable_terms = {
            (0, 0): {((0, 1),): 1},
            (1, 0): {((1, 1),): 1},
            (2, 0): {((2, 1),): 1},
        }

        expr = polymatrix.expression.initexpressionbase.init_derivative_expr(
            underlying=polymatrix.expression.initexpressionbase.init_from_terms_expr(terms=underlying_terms, shape=(2, 1)),
            variables=polymatrix.expression.initexpressionbase.init_from_terms_expr(terms=variable_terms, shape=(3, 1),),
        )

        state = init_expression_state(n_param=3)
        state, val = expr.apply(state)

        self.assertTupleEqual(val.shape, (2, 3))

        data = val.get_poly(0, 0)
        self.assertDictEqual({
            tuple(): 2.0,
        }, data)

        data = val.get_poly(0, 1)
        self.assertDictEqual({
            ((1, 1),): 6.0,
        }, data)

        data = val.get_poly(1, 0)
        self.assertDictEqual({
            ((2, 3),): 4.0,
        }, data)

        data = val.get_poly(1, 2)
        self.assertDictEqual({
            ((0, 1), (2, 2)): 12.0,
        }, data)