def test_deltasummation_trivial(): assert ds(x, (j, 1, 0)) == 0 assert ds(x, (j, 1, 3)) == 3*x assert ds(x + y, (j, 1, 3)) == 3*(x + y) assert ds(x*y, (j, 1, 3)) == 3*x*y assert ds(KD(i, j), (k, 1, 3)) == 3*KD(i, j) assert ds(x*KD(i, j), (k, 1, 3)) == 3*x*KD(i, j) assert ds(x*y*KD(i, j), (k, 1, 3)) == 3*x*y*KD(i, j)
def test_deltasummation_trivial(): assert ds(x, (j, 1, 0)) == 0 assert ds(x, (j, 1, 3)) == 3 * x assert ds(x + y, (j, 1, 3)) == 3 * (x + y) assert ds(x * y, (j, 1, 3)) == 3 * x * y assert ds(KD(i, j), (k, 1, 3)) == 3 * KD(i, j) assert ds(x * KD(i, j), (k, 1, 3)) == 3 * x * KD(i, j) assert ds(x * y * KD(i, j), (k, 1, 3)) == 3 * x * y * KD(i, j)
def test_deltasummation_mul_x_kd(): assert ds(x*KD(i, j), (j, 1, 3)) == \ Piecewise((x, And(S(1) <= i, i <= 3)), (0, True)) assert ds(x*KD(i, j), (j, 1, 1)) == Piecewise((x, Eq(i, 1)), (0, True)) assert ds(x*KD(i, j), (j, 2, 2)) == Piecewise((x, Eq(i, 2)), (0, True)) assert ds(x*KD(i, j), (j, 3, 3)) == Piecewise((x, Eq(i, 3)), (0, True)) assert ds(x*KD(i, j), (j, 1, k)) == \ Piecewise((x, And(S(1) <= i, i <= k)), (0, True)) assert ds(x*KD(i, j), (j, k, 3)) == \ Piecewise((x, And(k <= i, i <= 3)), (0, True)) assert ds(x*KD(i, j), (j, k, l)) == \ Piecewise((x, And(k <= i, i <= l)), (0, True))
def test_deltasummation_basic_symbolic(): assert ds(KD(i, j), (j, 1, 3)) == \ Piecewise((1, And(S(1) <= i, i <= 3)), (0, True)) assert ds(KD(i, j), (j, 1, 1)) == Piecewise((1, Eq(i, 1)), (0, True)) assert ds(KD(i, j), (j, 2, 2)) == Piecewise((1, Eq(i, 2)), (0, True)) assert ds(KD(i, j), (j, 3, 3)) == Piecewise((1, Eq(i, 3)), (0, True)) assert ds(KD(i, j), (j, 1, k)) == \ Piecewise((1, And(S(1) <= i, i <= k)), (0, True)) assert ds(KD(i, j), (j, k, 3)) == \ Piecewise((1, And(k <= i, i <= 3)), (0, True)) assert ds(KD(i, j), (j, k, l)) == \ Piecewise((1, And(k <= i, i <= l)), (0, True))
def test_deltasummation_mul_x_kd(): assert ds(x*KD(i, j), (j, 1, 3)) == \ Piecewise((x, And(S(1) <= i, i <= 3)), (0, True)) assert ds(x * KD(i, j), (j, 1, 1)) == Piecewise((x, Eq(i, 1)), (0, True)) assert ds(x * KD(i, j), (j, 2, 2)) == Piecewise((x, Eq(i, 2)), (0, True)) assert ds(x * KD(i, j), (j, 3, 3)) == Piecewise((x, Eq(i, 3)), (0, True)) assert ds(x*KD(i, j), (j, 1, k)) == \ Piecewise((x, And(S(1) <= i, i <= k)), (0, True)) assert ds(x*KD(i, j), (j, k, 3)) == \ Piecewise((x, And(k <= i, i <= 3)), (0, True)) assert ds(x*KD(i, j), (j, k, l)) == \ Piecewise((x, And(k <= i, i <= l)), (0, True))
def test_deltasummation_mul_x_add_y_twokd(): assert ds(x*(y + 2*KD(i, j)), (j, 1, 3)) == \ Piecewise((3*x*y + 2*x, And(S(1) <= i, i <= 3)), (3*x*y, True)) assert ds(x*(y + 2*KD(i, j)), (j, 1, 1)) == \ Piecewise((x*y + 2*x, Eq(i, 1)), (x*y, True)) assert ds(x*(y + 2*KD(i, j)), (j, 2, 2)) == \ Piecewise((x*y + 2*x, Eq(i, 2)), (x*y, True)) assert ds(x*(y + 2*KD(i, j)), (j, 3, 3)) == \ Piecewise((x*y + 2*x, Eq(i, 3)), (x*y, True)) assert ds(x*(y + 2*KD(i, j)), (j, 1, k)) == \ Piecewise((k*x*y + 2*x, And(S(1) <= i, i <= k)), (k*x*y, True)) assert ds(x*(y + 2*KD(i, j)), (j, k, 3)) == Piecewise( ((4 - k)*x*y + 2*x, And(k <= i, i <= 3)), ((4 - k)*x*y, True)) assert ds(x*(y + 2*KD(i, j)), (j, k, l)) == Piecewise( ((l - k + 1)*x*y + 2*x, And(k <= i, i <= l)), ((l - k + 1)*x*y, True))
def test_deltasummation_mul_add_x_y_kd(): assert ds((x + y) * KD(i, j), (j, 1, 3)) == Piecewise( (x + y, And(1 <= i, i <= 3)), (0, True)) assert ds((x + y) * KD(i, j), (j, 1, 1)) == Piecewise((x + y, Eq(i, 1)), (0, True)) assert ds((x + y) * KD(i, j), (j, 2, 2)) == Piecewise((x + y, Eq(i, 2)), (0, True)) assert ds((x + y) * KD(i, j), (j, 3, 3)) == Piecewise((x + y, Eq(i, 3)), (0, True)) assert ds((x + y) * KD(i, j), (j, 1, k)) == Piecewise( (x + y, And(1 <= i, i <= k)), (0, True)) assert ds((x + y) * KD(i, j), (j, k, 3)) == Piecewise( (x + y, And(k <= i, i <= 3)), (0, True)) assert ds((x + y) * KD(i, j), (j, k, l)) == Piecewise( (x + y, And(k <= i, i <= l)), (0, True))
def test_deltasummation_add_mul_x_y_mul_x_kd(): assert ds(x * y + x * KD(i, j), (j, 1, 3)) == Piecewise( (3 * x * y + x, And(1 <= i, i <= 3)), (3 * x * y, True)) assert ds(x * y + x * KD(i, j), (j, 1, 1)) == Piecewise( (x * y + x, Eq(i, 1)), (x * y, True)) assert ds(x * y + x * KD(i, j), (j, 2, 2)) == Piecewise( (x * y + x, Eq(i, 2)), (x * y, True)) assert ds(x * y + x * KD(i, j), (j, 3, 3)) == Piecewise( (x * y + x, Eq(i, 3)), (x * y, True)) assert ds(x * y + x * KD(i, j), (j, 1, k)) == Piecewise( (k * x * y + x, And(1 <= i, i <= k)), (k * x * y, True)) assert ds(x * y + x * KD(i, j), (j, k, 3)) == Piecewise( ((4 - k) * x * y + x, And(k <= i, i <= 3)), ((4 - k) * x * y, True)) assert ds(x * y + x * KD(i, j), (j, k, l)) == Piecewise( ((l - k + 1) * x * y + x, And(k <= i, i <= l)), ((l - k + 1) * x * y, True))
def test_deltasummation_mul_add_x_y_add_y_kd(): assert ds((x + y)*(y + KD(i, j)), (j, 1, 3)) == Piecewise( (3*(x + y)*y + x + y, And(S(1) <= i, i <= 3)), (3*(x + y)*y, True)) assert ds((x + y)*(y + KD(i, j)), (j, 1, 1)) == \ Piecewise(((x + y)*y + x + y, Eq(i, 1)), ((x + y)*y, True)) assert ds((x + y)*(y + KD(i, j)), (j, 2, 2)) == \ Piecewise(((x + y)*y + x + y, Eq(i, 2)), ((x + y)*y, True)) assert ds((x + y)*(y + KD(i, j)), (j, 3, 3)) == \ Piecewise(((x + y)*y + x + y, Eq(i, 3)), ((x + y)*y, True)) assert ds((x + y)*(y + KD(i, j)), (j, 1, k)) == Piecewise( (k*(x + y)*y + x + y, And(S(1) <= i, i <= k)), (k*(x + y)*y, True)) assert ds((x + y)*(y + KD(i, j)), (j, k, 3)) == Piecewise( ((4 - k)*(x + y)*y + x + y, And(k <= i, i <= 3)), ((4 - k)*(x + y)*y, True)) assert ds((x + y)*(y + KD(i, j)), (j, k, l)) == Piecewise( ((l - k + 1)*(x + y)*y + x + y, And(k <= i, i <= l)), ((l - k + 1)*(x + y)*y, True))
def test_deltasummation_mul_add_x_kd_add_y_kd(): assert ds((x + KD(i, k)) * (y + KD(i, j)), (j, 1, 3)) == piecewise_fold( Piecewise((KD(i, k) + x, And(S(1) <= i, i <= 3)), (0, True)) + 3 * (KD(i, k) + x) * y) assert ds((x + KD(i, k)) * (y + KD(i, j)), (j, 1, 1)) == piecewise_fold( Piecewise((KD(i, k) + x, Eq(i, 1)), (0, True)) + (KD(i, k) + x) * y) assert ds((x + KD(i, k)) * (y + KD(i, j)), (j, 2, 2)) == piecewise_fold( Piecewise((KD(i, k) + x, Eq(i, 2)), (0, True)) + (KD(i, k) + x) * y) assert ds((x + KD(i, k)) * (y + KD(i, j)), (j, 3, 3)) == piecewise_fold( Piecewise((KD(i, k) + x, Eq(i, 3)), (0, True)) + (KD(i, k) + x) * y) assert ds((x + KD(i, k)) * (y + KD(i, j)), (j, 1, k)) == piecewise_fold( Piecewise((KD(i, k) + x, And(S(1) <= i, i <= k)), (0, True)) + k * (KD(i, k) + x) * y) assert ds((x + KD(i, k)) * (y + KD(i, j)), (j, k, 3)) == piecewise_fold( Piecewise((KD(i, k) + x, And(k <= i, i <= 3)), (0, True)) + (4 - k) * (KD(i, k) + x) * y) assert ds((x + KD(i, k)) * (y + KD(i, j)), (j, k, l)) == piecewise_fold( Piecewise((KD(i, k) + x, And(k <= i, i <= l)), (0, True)) + (l - k + 1) * (KD(i, k) + x) * y)
def test_deltasummation_add_mul_x_kd_kd(): assert ds(x * KD(i, k) + KD(j, k), (k, 1, 3)) == piecewise_fold( Piecewise((x, And(1 <= i, i <= 3)), (0, True)) + Piecewise((1, And(1 <= j, j <= 3)), (0, True))) assert ds(x * KD(i, k) + KD(j, k), (k, 1, 1)) == piecewise_fold( Piecewise((x, Eq(i, 1)), (0, True)) + Piecewise((1, Eq(j, 1)), (0, True))) assert ds(x * KD(i, k) + KD(j, k), (k, 2, 2)) == piecewise_fold( Piecewise((x, Eq(i, 2)), (0, True)) + Piecewise((1, Eq(j, 2)), (0, True))) assert ds(x * KD(i, k) + KD(j, k), (k, 3, 3)) == piecewise_fold( Piecewise((x, Eq(i, 3)), (0, True)) + Piecewise((1, Eq(j, 3)), (0, True))) assert ds(x * KD(i, k) + KD(j, k), (k, 1, l)) == piecewise_fold( Piecewise((x, And(1 <= i, i <= l)), (0, True)) + Piecewise((1, And(1 <= j, j <= l)), (0, True))) assert ds(x * KD(i, k) + KD(j, k), (k, l, 3)) == piecewise_fold( Piecewise((x, And(l <= i, i <= 3)), (0, True)) + Piecewise((1, And(l <= j, j <= 3)), (0, True))) assert ds(x * KD(i, k) + KD(j, k), (k, l, m)) == piecewise_fold( Piecewise((x, And(l <= i, i <= m)), (0, True)) + Piecewise((1, And(l <= j, j <= m)), (0, True)))
def test_deltasummation_mul_add_x_y_add_kd_kd(): assert ds((x + y)*(KD(i, k) + KD(j, k)), (k, 1, 3)) == piecewise_fold( Piecewise((x + y, And(S(1) <= i, i <= 3)), (0, True)) + Piecewise((x + y, And(S(1) <= j, j <= 3)), (0, True))) assert ds((x + y)*(KD(i, k) + KD(j, k)), (k, 1, 1)) == piecewise_fold( Piecewise((x + y, Eq(i, 1)), (0, True)) + Piecewise((x + y, Eq(j, 1)), (0, True))) assert ds((x + y)*(KD(i, k) + KD(j, k)), (k, 2, 2)) == piecewise_fold( Piecewise((x + y, Eq(i, 2)), (0, True)) + Piecewise((x + y, Eq(j, 2)), (0, True))) assert ds((x + y)*(KD(i, k) + KD(j, k)), (k, 3, 3)) == piecewise_fold( Piecewise((x + y, Eq(i, 3)), (0, True)) + Piecewise((x + y, Eq(j, 3)), (0, True))) assert ds((x + y)*(KD(i, k) + KD(j, k)), (k, 1, l)) == piecewise_fold( Piecewise((x + y, And(S(1) <= i, i <= l)), (0, True)) + Piecewise((x + y, And(S(1) <= j, j <= l)), (0, True))) assert ds((x + y)*(KD(i, k) + KD(j, k)), (k, l, 3)) == piecewise_fold( Piecewise((x + y, And(l <= i, i <= 3)), (0, True)) + Piecewise((x + y, And(l <= j, j <= 3)), (0, True))) assert ds((x + y)*(KD(i, k) + KD(j, k)), (k, l, m)) == piecewise_fold( Piecewise((x + y, And(l <= i, i <= m)), (0, True)) + Piecewise((x + y, And(l <= j, j <= m)), (0, True)))
def test_deltasummation_mul_add_x_kd_add_y_kd(): assert ds((x + KD(i, k))*(y + KD(i, j)), (j, 1, 3)) == piecewise_fold( Piecewise((KD(i, k) + x, And(S(1) <= i, i <= 3)), (0, True)) + 3*(KD(i, k) + x)*y) assert ds((x + KD(i, k))*(y + KD(i, j)), (j, 1, 1)) == piecewise_fold( Piecewise((KD(i, k) + x, Eq(i, 1)), (0, True)) + (KD(i, k) + x)*y) assert ds((x + KD(i, k))*(y + KD(i, j)), (j, 2, 2)) == piecewise_fold( Piecewise((KD(i, k) + x, Eq(i, 2)), (0, True)) + (KD(i, k) + x)*y) assert ds((x + KD(i, k))*(y + KD(i, j)), (j, 3, 3)) == piecewise_fold( Piecewise((KD(i, k) + x, Eq(i, 3)), (0, True)) + (KD(i, k) + x)*y) assert ds((x + KD(i, k))*(y + KD(i, j)), (j, 1, k)) == piecewise_fold( Piecewise((KD(i, k) + x, And(S(1) <= i, i <= k)), (0, True)) + k*(KD(i, k) + x)*y) assert ds((x + KD(i, k))*(y + KD(i, j)), (j, k, 3)) == piecewise_fold( Piecewise((KD(i, k) + x, And(k <= i, i <= 3)), (0, True)) + (4 - k)*(KD(i, k) + x)*y) assert ds((x + KD(i, k))*(y + KD(i, j)), (j, k, l)) == piecewise_fold( Piecewise((KD(i, k) + x, And(k <= i, i <= l)), (0, True)) + (l - k + 1)*(KD(i, k) + x)*y)
def test_deltasummation_mul_add_x_y_add_kd_kd(): assert ds((x + y) * (KD(i, k) + KD(j, k)), (k, 1, 3)) == piecewise_fold( Piecewise((x + y, And(S(1) <= i, i <= 3)), (0, True)) + Piecewise((x + y, And(S(1) <= j, j <= 3)), (0, True))) assert ds((x + y) * (KD(i, k) + KD(j, k)), (k, 1, 1)) == piecewise_fold( Piecewise((x + y, Eq(i, 1)), (0, True)) + Piecewise((x + y, Eq(j, 1)), (0, True))) assert ds((x + y) * (KD(i, k) + KD(j, k)), (k, 2, 2)) == piecewise_fold( Piecewise((x + y, Eq(i, 2)), (0, True)) + Piecewise((x + y, Eq(j, 2)), (0, True))) assert ds((x + y) * (KD(i, k) + KD(j, k)), (k, 3, 3)) == piecewise_fold( Piecewise((x + y, Eq(i, 3)), (0, True)) + Piecewise((x + y, Eq(j, 3)), (0, True))) assert ds((x + y) * (KD(i, k) + KD(j, k)), (k, 1, l)) == piecewise_fold( Piecewise((x + y, And(S(1) <= i, i <= l)), (0, True)) + Piecewise((x + y, And(S(1) <= j, j <= l)), (0, True))) assert ds((x + y) * (KD(i, k) + KD(j, k)), (k, l, 3)) == piecewise_fold( Piecewise((x + y, And(l <= i, i <= 3)), (0, True)) + Piecewise((x + y, And(l <= j, j <= 3)), (0, True))) assert ds((x + y) * (KD(i, k) + KD(j, k)), (k, l, m)) == piecewise_fold( Piecewise((x + y, And(l <= i, i <= m)), (0, True)) + Piecewise((x + y, And(l <= j, j <= m)), (0, True)))
def test_deltasummation_basic_numerical(): n = symbols('n', integer=True, nonzero=True) assert ds(KD(n, 0), (n, 1, 3)) == 0 # return unevaluated, until it gets implemented assert ds(KD(i**2, j**2), (j, -oo, oo)) == \ Sum(KD(i**2, j**2), (j, -oo, oo)) assert Piecewise((KD(i, k), And(S(1) <= i, i <= 3)), (0, True)) == \ ds(KD(i, j)*KD(j, k), (j, 1, 3)) == \ ds(KD(j, k)*KD(i, j), (j, 1, 3)) assert ds(KD(i, k), (k, -oo, oo)) == 1 assert ds(KD(i, k), (k, 0, oo)) == Piecewise((1, S(0) <= i), (0, True)) assert ds(KD(i, k), (k, 1, 3)) == \ Piecewise((1, And(S(1) <= i, i <= 3)), (0, True)) assert ds(k * KD(i, j) * KD(j, k), (k, -oo, oo)) == j * KD(i, j) assert ds(j * KD(i, j), (j, -oo, oo)) == i assert ds(i * KD(i, j), (i, -oo, oo)) == j assert ds(x, (i, 1, 3)) == 3 * x assert ds((i + j) * KD(i, j), (j, -oo, oo)) == 2 * i
def test_deltasummation_basic_numerical(): n = symbols('n', integer=True, nonzero=True) assert ds(KD(n, 0), (n, 1, 3)) == 0 # return unevaluated, until it gets implemented assert ds(KD(i**2, j**2), (j, -oo, oo)) == \ Sum(KD(i**2, j**2), (j, -oo, oo)) assert Piecewise((KD(i, k), And(S(1) <= i, i <= 3)), (0, True)) == \ ds(KD(i, j)*KD(j, k), (j, 1, 3)) == \ ds(KD(j, k)*KD(i, j), (j, 1, 3)) assert ds(KD(i, k), (k, -oo, oo)) == 1 assert ds(KD(i, k), (k, 0, oo)) == Piecewise((1, S(0) <= i), (0, True)) assert ds(KD(i, k), (k, 1, 3)) == \ Piecewise((1, And(S(1) <= i, i <= 3)), (0, True)) assert ds(k*KD(i, j)*KD(j, k), (k, -oo, oo)) == j*KD(i, j) assert ds(j*KD(i, j), (j, -oo, oo)) == i assert ds(i*KD(i, j), (i, -oo, oo)) == j assert ds(x, (i, 1, 3)) == 3*x assert ds((i + j)*KD(i, j), (j, -oo, oo)) == 2*i