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# Copyright (c) 2019-2025, Saransh Chopra, Henry Schreiner, Eduardo Rodrigues, Jonas Eschle, and Jim Pivarski.
#
# Distributed under the 3-clause BSD license, see accompanying file LICENSE
# or https://github.com/scikit-hep/vector for details.
from __future__ import annotations
import sys
import numpy
import pytest
import vector
import vector.backends.object
numba = pytest.importorskip("numba")
import vector.backends._numba_object # noqa: E402
pytestmark = pytest.mark.numba
def test_namedtuples():
@numba.njit
def get_x(obj):
return obj.x
assert get_x(vector.backends.object.AzimuthalObjectXY(1, 2.2)) == 1
assert get_x(vector.backends.object.AzimuthalObjectXY(1.1, 2)) == 1.1
def test_VectorObjectType():
# These tests verify that the reference counts for Python objects touched in
# the lowered Numba code do not increase or decrease with the number of times
# the function is run.
@numba.njit
def zero(obj):
return None
@numba.njit
def one(obj):
return obj
@numba.njit
def two(obj):
return obj, obj
obj = vector.obj(x=1, y=2)
assert (sys.getrefcount(obj), sys.getrefcount(obj.azimuthal)) == (2, 2)
class_refs = None
for _ in range(10):
zero(obj)
assert (sys.getrefcount(obj), sys.getrefcount(obj.azimuthal)) == (2, 2)
if class_refs is None:
class_refs = sys.getrefcount(vector.backends.object.VectorObject2D)
assert class_refs + 1 == sys.getrefcount(vector.backends.object.VectorObject2D)
class_refs = None
for _ in range(10):
a = one(obj)
assert (sys.getrefcount(obj), sys.getrefcount(obj.azimuthal)) == (2, 2)
assert (sys.getrefcount(a), sys.getrefcount(a.azimuthal)) == (2, 2)
if class_refs is None:
class_refs = sys.getrefcount(vector.backends.object.VectorObject2D)
assert class_refs + 1 == sys.getrefcount(vector.backends.object.VectorObject2D)
class_refs = None
for _ in range(10):
a, b = two(obj)
assert (sys.getrefcount(obj), sys.getrefcount(obj.azimuthal)) == (2, 2)
assert (
sys.getrefcount(a),
sys.getrefcount(a.azimuthal),
sys.getrefcount(b),
sys.getrefcount(b.azimuthal),
) == (2, 2, 2, 2)
if class_refs is None:
class_refs = sys.getrefcount(vector.backends.object.VectorObject2D)
assert class_refs + 1 == sys.getrefcount(vector.backends.object.VectorObject2D)
# These tests just check that the rest of the implementations are sane.
obj = vector.obj(x=1, y=2)
out = one(obj)
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2)
obj = vector.obj(px=1, py=2)
out = one(obj)
assert isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2)
obj = vector.obj(x=1, y=2, z=3)
out = one(obj)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2)
assert out.z == pytest.approx(3)
obj = vector.obj(px=1, py=2, pz=3)
out = one(obj)
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2)
assert out.z == pytest.approx(3)
obj = vector.obj(x=1, y=2, z=3, t=4)
out = one(obj)
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2)
assert out.z == pytest.approx(3)
assert out.t == pytest.approx(4)
obj = vector.obj(px=1, py=2, pz=3, t=4)
out = one(obj)
assert isinstance(out, vector.backends.object.MomentumObject4D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2)
assert out.z == pytest.approx(3)
assert out.t == pytest.approx(4)
def test_VectorObjectconstructor():
@numba.njit
def vector_xy():
return vector.backends.object.VectorObject2D(
vector.backends.object.AzimuthalObjectXY(1, 2.2)
)
@numba.njit
def vector_rhophi():
return vector.backends.object.VectorObject2D(
vector.backends.object.AzimuthalObjectRhoPhi(1, 2.2)
)
@numba.njit
def momentum_xy():
return vector.backends.object.MomentumObject2D(
vector.backends.object.AzimuthalObjectXY(1, 2.2)
)
@numba.njit
def momentum_rhophi():
return vector.backends.object.MomentumObject2D(
vector.backends.object.AzimuthalObjectRhoPhi(1, 2.2)
)
@numba.njit
def vector_xyz():
return vector.backends.object.VectorObject3D(
vector.backends.object.AzimuthalObjectXY(1, 2.2),
vector.backends.object.LongitudinalObjectZ(3),
)
@numba.njit
def momentum_xyz():
return vector.backends.object.MomentumObject3D(
vector.backends.object.AzimuthalObjectXY(1, 2.2),
vector.backends.object.LongitudinalObjectZ(3),
)
@numba.njit
def vector_rhophitheta():
return vector.backends.object.VectorObject3D(
vector.backends.object.AzimuthalObjectRhoPhi(1, 2.2),
vector.backends.object.LongitudinalObjectTheta(3),
)
@numba.njit
def momentum_rhophitheta():
return vector.backends.object.MomentumObject3D(
vector.backends.object.AzimuthalObjectRhoPhi(1, 2.2),
vector.backends.object.LongitudinalObjectTheta(3),
)
@numba.njit
def vector_xyzt():
return vector.backends.object.VectorObject4D(
vector.backends.object.AzimuthalObjectXY(1, 2.2),
vector.backends.object.LongitudinalObjectZ(3),
vector.backends.object.TemporalObjectT(4),
)
@numba.njit
def momentum_xyzt():
return vector.backends.object.MomentumObject4D(
vector.backends.object.AzimuthalObjectXY(1, 2.2),
vector.backends.object.LongitudinalObjectZ(3),
vector.backends.object.TemporalObjectT(4),
)
@numba.njit
def vector_rhophietatau():
return vector.backends.object.VectorObject4D(
vector.backends.object.AzimuthalObjectRhoPhi(1, 2.2),
vector.backends.object.LongitudinalObjectEta(3),
vector.backends.object.TemporalObjectTau(4),
)
@numba.njit
def momentum_rhophietatau():
return vector.backends.object.MomentumObject4D(
vector.backends.object.AzimuthalObjectRhoPhi(1, 2.2),
vector.backends.object.LongitudinalObjectEta(3),
vector.backends.object.TemporalObjectTau(4),
)
out = vector_xy()
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2.2)
out = vector_rhophi()
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.rho == pytest.approx(1)
assert out.phi == pytest.approx(2.2)
out = momentum_xy()
assert isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2.2)
out = momentum_rhophi()
assert isinstance(out, vector.backends.object.MomentumObject2D)
assert out.rho == pytest.approx(1)
assert out.phi == pytest.approx(2.2)
out = vector_xyz()
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2.2)
assert out.z == pytest.approx(3)
out = momentum_xyz()
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2.2)
assert out.z == pytest.approx(3)
out = vector_rhophitheta()
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.rho == pytest.approx(1)
assert out.phi == pytest.approx(2.2)
assert out.theta == pytest.approx(3)
out = momentum_rhophitheta()
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert out.rho == pytest.approx(1)
assert out.phi == pytest.approx(2.2)
assert out.theta == pytest.approx(3)
out = vector_xyzt()
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2.2)
assert out.z == pytest.approx(3)
assert out.t == pytest.approx(4)
out = momentum_xyzt()
assert isinstance(out, vector.backends.object.MomentumObject4D)
assert out.x == pytest.approx(1)
assert out.y == pytest.approx(2.2)
assert out.z == pytest.approx(3)
assert out.t == pytest.approx(4)
out = vector_rhophietatau()
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.rho == pytest.approx(1)
assert out.phi == pytest.approx(2.2)
assert out.eta == pytest.approx(3)
assert out.tau == pytest.approx(4)
out = momentum_rhophietatau()
assert isinstance(out, vector.backends.object.MomentumObject4D)
assert out.rho == pytest.approx(1)
assert out.phi == pytest.approx(2.2)
assert out.eta == pytest.approx(3)
assert out.tau == pytest.approx(4)
def test_projections():
@numba.njit
def to_Vector2D(x):
return x.to_Vector2D()
@numba.njit
def to_Vector3D(x):
return x.to_Vector3D()
@numba.njit
def to_Vector4D(x):
return x.to_Vector4D()
assert isinstance(
to_Vector2D(vector.obj(x=1.1, y=2.2)), vector.backends.object.VectorObject2D
)
assert isinstance(
to_Vector2D(vector.obj(x=1.1, y=2.2, z=3.3)),
vector.backends.object.VectorObject2D,
)
assert isinstance(
to_Vector2D(vector.obj(x=1.1, y=2.2, z=3.3, t=4.4)),
vector.backends.object.VectorObject2D,
)
assert isinstance(
to_Vector2D(vector.obj(px=1.1, py=2.2)),
vector.backends.object.MomentumObject2D,
)
assert isinstance(
to_Vector2D(vector.obj(px=1.1, py=2.2, pz=3.3)),
vector.backends.object.MomentumObject2D,
)
assert isinstance(
to_Vector2D(vector.obj(px=1.1, py=2.2, pz=3.3, E=4.4)),
vector.backends.object.MomentumObject2D,
)
assert isinstance(
to_Vector3D(vector.obj(x=1.1, y=2.2)), vector.backends.object.VectorObject3D
)
assert isinstance(
to_Vector3D(vector.obj(x=1.1, y=2.2, z=3.3)),
vector.backends.object.VectorObject3D,
)
assert isinstance(
to_Vector3D(vector.obj(x=1.1, y=2.2, z=3.3, t=4.4)),
vector.backends.object.VectorObject3D,
)
assert isinstance(
to_Vector3D(vector.obj(px=1.1, py=2.2)),
vector.backends.object.MomentumObject3D,
)
assert isinstance(
to_Vector3D(vector.obj(px=1.1, py=2.2, pz=3.3)),
vector.backends.object.MomentumObject3D,
)
assert isinstance(
to_Vector3D(vector.obj(px=1.1, py=2.2, pz=3.3, E=4.4)),
vector.backends.object.MomentumObject3D,
)
assert isinstance(
to_Vector4D(vector.obj(x=1.1, y=2.2)), vector.backends.object.VectorObject4D
)
assert isinstance(
to_Vector4D(vector.obj(x=1.1, y=2.2, z=3.3)),
vector.backends.object.VectorObject4D,
)
assert isinstance(
to_Vector4D(vector.obj(x=1.1, y=2.2, z=3.3, t=4.4)),
vector.backends.object.VectorObject4D,
)
assert isinstance(
to_Vector4D(vector.obj(px=1.1, py=2.2)),
vector.backends.object.MomentumObject4D,
)
assert isinstance(
to_Vector4D(vector.obj(px=1.1, py=2.2, pz=3.3)),
vector.backends.object.MomentumObject4D,
)
assert isinstance(
to_Vector4D(vector.obj(px=1.1, py=2.2, pz=3.3, E=4.4)),
vector.backends.object.MomentumObject4D,
)
def test_conversions():
@numba.njit
def to_xy(x):
return x.to_xy()
@numba.njit
def to_rhophi(x):
return x.to_rhophi()
@numba.njit
def to_xyz(x):
return x.to_xyz()
@numba.njit
def to_rhophiz(x):
return x.to_rhophiz()
@numba.njit
def to_xytheta(x):
return x.to_xytheta()
@numba.njit
def to_rhophitheta(x):
return x.to_rhophitheta()
@numba.njit
def to_xyeta(x):
return x.to_xyeta()
@numba.njit
def to_rhophieta(x):
return x.to_rhophieta()
@numba.njit
def to_xyzt(x):
return x.to_xyzt()
@numba.njit
def to_rhophizt(x):
return x.to_rhophizt()
@numba.njit
def to_xythetat(x):
return x.to_xythetat()
@numba.njit
def to_rhophithetat(x):
return x.to_rhophithetat()
@numba.njit
def to_xyetat(x):
return x.to_xyetat()
@numba.njit
def to_rhophietat(x):
return x.to_rhophietat()
@numba.njit
def to_xyztau(x):
return x.to_xyztau()
@numba.njit
def to_rhophiztau(x):
return x.to_rhophiztau()
@numba.njit
def to_xythetatau(x):
return x.to_xythetatau()
@numba.njit
def to_rhophithetatau(x):
return x.to_rhophithetatau()
@numba.njit
def to_xyetatau(x):
return x.to_xyetatau()
@numba.njit
def to_rhophietatau(x):
return x.to_rhophietatau()
for v in (
vector.obj(x=1.1, y=2.2),
vector.obj(px=1.1, py=2.2),
vector.obj(x=1.1, y=2.2, z=3.3),
vector.obj(px=1.1, py=2.2, pz=3.3),
vector.obj(x=1.1, y=2.2, z=3.3, t=4.4),
vector.obj(px=1.1, py=2.2, pz=3.3, E=4.4),
):
print(v)
out = to_xy(v)
assert isinstance(out, vector.backends.object.VectorObject2D)
if isinstance(v, vector._methods.Momentum):
assert isinstance(out, vector.backends.object.MomentumObject2D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectXY)
assert out.x == pytest.approx(1.1)
assert out.y == pytest.approx(2.2)
out = to_rhophi(v)
assert isinstance(out, vector.backends.object.VectorObject2D)
if isinstance(v, vector._methods.Momentum):
assert isinstance(out, vector.backends.object.MomentumObject2D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectRhoPhi)
assert out.x == pytest.approx(1.1)
assert out.y == pytest.approx(2.2)
out = to_xyz(v)
assert isinstance(out, vector.backends.object.VectorObject3D)
if isinstance(v, vector._methods.Momentum):
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectXY)
assert isinstance(out.longitudinal, vector.backends.object.LongitudinalObjectZ)
assert out.x == pytest.approx(1.1)
assert out.y == pytest.approx(2.2)
if isinstance(v, vector.backends.object.VectorObject2D):
assert out.z == pytest.approx(0)
else:
assert out.z == pytest.approx(3.3)
out = to_rhophiz(v)
assert isinstance(out, vector.backends.object.VectorObject3D)
if isinstance(v, vector._methods.Momentum):
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectRhoPhi)
assert isinstance(out.longitudinal, vector.backends.object.LongitudinalObjectZ)
assert out.x == pytest.approx(1.1)
assert out.y == pytest.approx(2.2)
if isinstance(v, vector.backends.object.VectorObject2D):
assert out.z == pytest.approx(0)
else:
assert out.z == pytest.approx(3.3)
out = to_xytheta(v)
assert isinstance(out, vector.backends.object.VectorObject3D)
if isinstance(v, vector._methods.Momentum):
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectXY)
assert isinstance(
out.longitudinal, vector.backends.object.LongitudinalObjectTheta
)
assert out.x == pytest.approx(1.1)
assert out.y == pytest.approx(2.2)
if isinstance(v, vector.backends.object.VectorObject2D):
assert out.theta == pytest.approx(0)
else:
assert out.z == pytest.approx(3.3)
out = to_rhophitheta(v)
assert isinstance(out, vector.backends.object.VectorObject3D)
if isinstance(v, vector._methods.Momentum):
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectRhoPhi)
assert isinstance(
out.longitudinal, vector.backends.object.LongitudinalObjectTheta
)
assert out.x == pytest.approx(1.1)
assert out.y == pytest.approx(2.2)
if isinstance(v, vector.backends.object.VectorObject2D):
assert out.theta == pytest.approx(0)
else:
assert out.z == pytest.approx(3.3)
out = to_xyeta(v)
assert isinstance(out, vector.backends.object.VectorObject3D)
if isinstance(v, vector._methods.Momentum):
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectXY)
assert isinstance(
out.longitudinal, vector.backends.object.LongitudinalObjectEta
)
assert out.x == pytest.approx(1.1)
assert out.y == pytest.approx(2.2)
if isinstance(v, vector.backends.object.VectorObject2D):
assert out.eta == pytest.approx(0)
else:
assert out.z == pytest.approx(3.3)
out = to_rhophietatau(v)
assert isinstance(out, vector.backends.object.VectorObject4D)
if isinstance(v, vector._methods.Momentum):
assert isinstance(out, vector.backends.object.MomentumObject4D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectRhoPhi)
assert isinstance(
out.longitudinal, vector.backends.object.LongitudinalObjectEta
)
assert isinstance(out.temporal, vector.backends.object.TemporalObjectTau)
assert out.x == pytest.approx(1.1)
assert out.y == pytest.approx(2.2)
if isinstance(v, vector.backends.object.VectorObject2D):
assert out.eta == pytest.approx(0)
else:
assert out.z == pytest.approx(3.3)
if isinstance(
v,
(
vector.backends.object.VectorObject2D,
vector.backends.object.VectorObject3D,
),
):
assert out.tau == pytest.approx(0)
else:
assert out.t == pytest.approx(4.4)
def test_factory():
@numba.njit
def vector_xy():
return vector.obj(x=2, y=3.3)
@numba.njit
def momentum_xy():
return vector.obj(px=2, py=3.3)
@numba.njit
def vector_rhophi():
return vector.obj(rho=2, phi=3.3)
@numba.njit
def momentum_rhophi():
return vector.obj(pt=2, phi=3.3)
@numba.njit
def vector_xyz():
return vector.obj(x=2, y=3.3, z=5)
@numba.njit
def momentum_xyz():
return vector.obj(x=2, y=3.3, pz=5)
@numba.njit
def vector_rhophieta():
return vector.obj(rho=2, phi=3.3, eta=5)
@numba.njit
def momentum_rhophieta():
return vector.obj(pt=2, phi=3.3, eta=5)
@numba.njit
def vector_xyztau():
return vector.obj(x=2, y=3.3, z=5, tau=10)
@numba.njit
def momentum_xyztau():
return vector.obj(x=2, y=3.3, z=5, m=10)
@numba.njit
def vector_rhophizt():
return vector.obj(rho=2, phi=3.3, z=5, t=10)
@numba.njit
def momentum_rhophizt():
return vector.obj(rho=2, phi=3.3, z=5, energy=10)
out = vector_xy()
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(2)
assert out.y == pytest.approx(3.3)
out = momentum_xy()
assert isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(2)
assert out.y == pytest.approx(3.3)
out = vector_rhophi()
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.rho == pytest.approx(2)
assert out.phi == pytest.approx(3.3)
out = momentum_rhophi()
assert isinstance(out, vector.backends.object.MomentumObject2D)
assert out.pt == pytest.approx(2)
assert out.phi == pytest.approx(3.3)
out = vector_xyz()
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(2)
assert out.y == pytest.approx(3.3)
assert out.z == pytest.approx(5)
out = momentum_xyz()
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert out.x == pytest.approx(2)
assert out.y == pytest.approx(3.3)
assert out.z == pytest.approx(5)
out = vector_rhophieta()
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.rho == pytest.approx(2)
assert out.phi == pytest.approx(3.3)
assert out.eta == pytest.approx(5)
out = momentum_rhophieta()
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert out.pt == pytest.approx(2)
assert out.phi == pytest.approx(3.3)
assert out.eta == pytest.approx(5)
out = vector_xyztau()
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(2)
assert out.y == pytest.approx(3.3)
assert out.z == pytest.approx(5)
assert out.tau == pytest.approx(10)
out = momentum_xyztau()
assert isinstance(out, vector.backends.object.MomentumObject4D)
assert out.x == pytest.approx(2)
assert out.y == pytest.approx(3.3)
assert out.z == pytest.approx(5)
assert out.tau == pytest.approx(10)
out = vector_rhophizt()
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.rho == pytest.approx(2)
assert out.phi == pytest.approx(3.3)
assert out.z == pytest.approx(5)
assert out.t == pytest.approx(10)
out = momentum_rhophizt()
assert isinstance(out, vector.backends.object.MomentumObject4D)
assert out.pt == pytest.approx(2)
assert out.phi == pytest.approx(3.3)
assert out.z == pytest.approx(5)
assert out.E == pytest.approx(10) # noqa: SIM300
def test_property_float():
@numba.njit
def get_x(v):
return v.x
@numba.njit
def get_z(v):
return v.z
@numba.njit
def get_t(v):
return v.t
@numba.njit
def get_Et(v):
return v.Et
assert get_x(vector.obj(x=1.1, y=2)) == pytest.approx(1.1)
assert get_x(vector.obj(px=1.1, py=2)) == pytest.approx(1.1)
assert get_x(vector.obj(x=1.1, y=2, z=3)) == pytest.approx(1.1)
assert get_x(vector.obj(px=1.1, py=2, pz=3)) == pytest.approx(1.1)
assert get_x(vector.obj(x=1.1, y=2, z=3, t=4)) == pytest.approx(1.1)
assert get_x(vector.obj(px=1.1, py=2, pz=3, E=4)) == pytest.approx(1.1)
assert get_x(vector.obj(rho=1, phi=0)) == pytest.approx(1)
assert get_x(vector.obj(rho=1, phi=numpy.pi / 4)) == pytest.approx(
1 / numpy.sqrt(2)
)
assert get_x(vector.obj(rho=1, phi=numpy.pi / 2)) == pytest.approx(0)
with pytest.raises(numba.TypingError):
get_z(vector.obj(x=1, y=2))
assert get_z(vector.obj(x=1, y=2, z=3)) == pytest.approx(3)
assert get_z(vector.obj(px=1, py=2, pz=3)) == pytest.approx(3)
with pytest.raises(numba.TypingError):
get_t(vector.obj(x=1, y=2))
with pytest.raises(numba.TypingError):
get_t(vector.obj(x=1, y=2, z=3))
assert get_t(vector.obj(x=1, y=2, z=3, t=4)) == pytest.approx(4)
assert get_t(vector.obj(px=1, py=2, pz=3, E=4)) == pytest.approx(4)
with pytest.raises(numba.TypingError):
get_Et(vector.obj(x=1, y=2))
with pytest.raises(numba.TypingError):
get_Et(vector.obj(x=1, y=2, z=3))
with pytest.raises(numba.TypingError):
get_Et(vector.obj(x=1, y=2, z=3, t=4))
assert get_Et(vector.obj(px=1, py=2, pz=3, E=4)) == pytest.approx(
numpy.sqrt(4**2 * (1**2 + 2**2) / (1**2 + 2**2 + 3**2))
)
def test_planar_method_float():
@numba.njit
def get_deltaphi(v1, v2):
return v1.deltaphi(v2)
assert get_deltaphi(vector.obj(x=1, y=0), vector.obj(x=0, y=1)) == pytest.approx(
-numpy.pi / 2
)
assert get_deltaphi(vector.obj(x=1, y=0), vector.obj(px=0, py=1)) == pytest.approx(
-numpy.pi / 2
)
assert get_deltaphi(
vector.obj(px=1, py=0), vector.obj(px=0, py=1)
) == pytest.approx(-numpy.pi / 2)
def test_spatial_method_float():
@numba.njit
def get_deltaeta(v1, v2):
return v1.deltaeta(v2)
assert get_deltaeta(
vector.obj(x=1, y=0, eta=2.5), vector.obj(x=0, y=1, eta=1)
) == pytest.approx(1.5)
def test_method_deltaphi():
@numba.njit
def get_deltaphi(v1, v2):
return v1.deltaphi(v2)
assert get_deltaphi(
vector.obj(rho=1.1, phi=2.2), vector.obj(rho=3, phi=4)
) == pytest.approx(2.2 - 4)
assert get_deltaphi(
vector.obj(rho=1.1, phi=2.2), vector.obj(rho=3, phi=4, z=5)
) == pytest.approx(2.2 - 4)
assert get_deltaphi(
vector.obj(rho=1.1, phi=2.2, z=3.3), vector.obj(rho=3, phi=4)
) == pytest.approx(2.2 - 4)
assert get_deltaphi(
vector.obj(rho=1.1, phi=2.2, z=3.3), vector.obj(rho=3, phi=4, z=5)
) == pytest.approx(2.2 - 4)
def test_method_add():
@numba.njit
def get_add(v1, v2):
return v1.add(v2)
out = get_add(vector.obj(x=1.1, y=2.2), vector.obj(x=3, y=4))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(x=1.1, y=2.2), vector.obj(x=3, y=4, z=5))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(x=1.1, y=2.2, z=3.3), vector.obj(x=3, y=4))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(x=1.1, y=2.2, z=3.3), vector.obj(x=3, y=4, z=5))
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
assert out.z == pytest.approx(8.3)
out = get_add(vector.obj(px=1.1, py=2.2), vector.obj(px=3, py=4))
assert isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(px=1.1, py=2.2), vector.obj(px=3, py=4, pz=5))
assert isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(px=1.1, py=2.2, pz=3.3), vector.obj(px=3, py=4))
assert isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(px=1.1, py=2.2, pz=3.3), vector.obj(px=3, py=4, pz=5))
assert isinstance(out, vector.backends.object.MomentumObject3D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
assert out.z == pytest.approx(8.3)
out = get_add(vector.obj(x=1.1, y=2.2), vector.obj(px=3, py=4))
assert not isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(x=1.1, y=2.2), vector.obj(px=3, py=4, pz=5))
assert not isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(x=1.1, y=2.2, z=3.3), vector.obj(px=3, py=4))
assert not isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(x=1.1, y=2.2, z=3.3), vector.obj(px=3, py=4, pz=5))
assert not isinstance(out, vector.backends.object.MomentumObject3D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
assert out.z == pytest.approx(8.3)
out = get_add(vector.obj(px=1.1, py=2.2), vector.obj(x=3, y=4))
assert not isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(px=1.1, py=2.2), vector.obj(x=3, y=4, z=5))
assert not isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(px=1.1, py=2.2, pz=3.3), vector.obj(x=3, y=4))
assert not isinstance(out, vector.backends.object.MomentumObject2D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
out = get_add(vector.obj(px=1.1, py=2.2, pz=3.3), vector.obj(x=3, y=4, z=5))
assert not isinstance(out, vector.backends.object.MomentumObject3D)
assert out.x == pytest.approx(4.1)
assert out.y == pytest.approx(6.2)
assert out.z == pytest.approx(8.3)
def test_method_isparallel():
@numba.njit
def get_isparallel(v1, v2):
return v1.is_parallel(v2)
assert get_isparallel(vector.obj(x=1.1, y=2.2), vector.obj(x=2.2, y=4.4))
assert get_isparallel(vector.obj(x=1.1, y=2.2), vector.obj(px=2.2, py=4.4))
assert get_isparallel(vector.obj(px=1.1, py=2.2), vector.obj(px=2.2, py=4.4))
assert get_isparallel(vector.obj(x=1.1, y=2.2), vector.obj(x=2.2, y=4.4, z=0.0))
assert get_isparallel(vector.obj(x=1.1, y=2.2, z=0.0), vector.obj(x=2.2, y=4.4))
assert get_isparallel(
vector.obj(x=1.1, y=2.2, z=3.3), vector.obj(x=2.2, y=4.4, z=6.6)
)
def test_method_isclose():
@numba.njit
def get_isclose(v1, v2):
return v1.isclose(v2)
assert get_isclose(vector.obj(x=1.1, y=2.2), vector.obj(x=1.1, y=2.2))
assert get_isclose(vector.obj(x=1.1, y=2.2, z=3.3), vector.obj(x=1.1, y=2.2, z=3.3))
assert get_isclose(
vector.obj(x=1.1, y=2.2, z=3.3, t=4.4), vector.obj(x=1.1, y=2.2, z=3.3, t=4.4)
)
def test_method_rotateZ():
@numba.njit
def get_rotateZ(v, angle):
return v.rotateZ(angle)
out = get_rotateZ(vector.obj(x=1, y=0), 0.1)
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(0.9950041652780258)
assert out.y == pytest.approx(0.09983341664682815)
out = get_rotateZ(vector.obj(rho=1, phi=0), 0.1)
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.rho == pytest.approx(1)
assert out.phi == pytest.approx(0.1)
out = get_rotateZ(vector.obj(x=1, y=0, z=2.2), 0.1)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(0.9950041652780258)
assert out.y == pytest.approx(0.09983341664682815)
assert out.z == pytest.approx(2.2)
def test_method_transform2D():
@numba.njit
def get_transform2D(v, obj):
return v.transform2D(obj)
obj = numba.typed.Dict()
obj["xx"] = numpy.cos(0.1)
obj["xy"] = -numpy.sin(0.1)
obj["yx"] = numpy.sin(0.1)
obj["yy"] = numpy.cos(0.1)
out = get_transform2D(vector.obj(x=1, y=0), obj)
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(0.9950041652780258)
assert out.y == pytest.approx(0.09983341664682815)
out = get_transform2D(vector.obj(rho=1, phi=0), obj)
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.rho == pytest.approx(1)
assert out.phi == pytest.approx(0.1)
out = get_transform2D(vector.obj(x=1, y=0, z=2.2), obj)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(0.9950041652780258)
assert out.y == pytest.approx(0.09983341664682815)
assert out.z == pytest.approx(2.2)
def test_method_unit():
@numba.njit
def get_unit(v):
return v.unit()
out = get_unit(vector.obj(x=1, y=1))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(1 / numpy.sqrt(2))
assert out.y == pytest.approx(1 / numpy.sqrt(2))
out = get_unit(vector.obj(x=1, y=1, z=1))
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(1 / numpy.sqrt(3))
assert out.y == pytest.approx(1 / numpy.sqrt(3))
assert out.z == pytest.approx(1 / numpy.sqrt(3))
out = get_unit(vector.obj(x=1, y=1, z=1, t=1))
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(1 / numpy.sqrt(2))
assert out.y == pytest.approx(1 / numpy.sqrt(2))
assert out.z == pytest.approx(1 / numpy.sqrt(2))
assert out.t == pytest.approx(1 / numpy.sqrt(2))
def test_method_scale():
@numba.njit
def get_scale(v):
return v.scale(2)
out = get_scale(vector.obj(x=1.1, y=2.2))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(2.2)
assert out.y == pytest.approx(4.4)
out = get_scale(vector.obj(x=1.1, y=2.2, z=3.3))
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(2.2)
assert out.y == pytest.approx(4.4)
assert out.z == pytest.approx(6.6)
out = get_scale(vector.obj(x=1.1, y=2.2, z=3.3, t=4.4))
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(2.2)
assert out.y == pytest.approx(4.4)
assert out.z == pytest.approx(6.6)
assert out.t == pytest.approx(8.8)
def test_method_cross():
@numba.njit
def get_cross(v1, v2):
return v1.cross(v2)
out = get_cross(vector.obj(x=0.1, y=0.2, z=0.3), vector.obj(x=0.4, y=0.5, z=0.6))
assert isinstance(out, vector.backends.object.VectorObject3D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectXY)
assert isinstance(out.longitudinal, vector.backends.object.LongitudinalObjectZ)
assert (out.x, out.y, out.z) == pytest.approx((-0.03, 0.06, -0.03))
out = get_cross(
vector.obj(x=0.1, y=0.2, z=0.3, t=999), vector.obj(x=0.4, y=0.5, z=0.6)
)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectXY)
assert isinstance(out.longitudinal, vector.backends.object.LongitudinalObjectZ)
assert (out.x, out.y, out.z) == pytest.approx((-0.03, 0.06, -0.03))
out = get_cross(
vector.obj(x=0.1, y=0.2, z=0.3), vector.obj(x=0.4, y=0.5, z=0.6, t=999)
)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectXY)
assert isinstance(out.longitudinal, vector.backends.object.LongitudinalObjectZ)
assert (out.x, out.y, out.z) == pytest.approx((-0.03, 0.06, -0.03))
out = get_cross(
vector.obj(x=0.1, y=0.2, z=0.3, t=999), vector.obj(x=0.4, y=0.5, z=0.6, t=999)
)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert isinstance(out.azimuthal, vector.backends.object.AzimuthalObjectXY)
assert isinstance(out.longitudinal, vector.backends.object.LongitudinalObjectZ)
assert (out.x, out.y, out.z) == pytest.approx((-0.03, 0.06, -0.03))
def test_method_rotateX():
@numba.njit
def get_rotateX(v):
return v.rotateX(0.25)
out = get_rotateX(vector.obj(x=0.1, y=0.2, z=0.3))
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(0.1)
assert out.y == pytest.approx(0.1195612965657721)
assert out.z == pytest.approx(0.340154518364098)
out = get_rotateX(vector.obj(x=0.1, y=0.2, z=0.3, t=0.4))
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(0.1)
assert out.y == pytest.approx(0.1195612965657721)
assert out.z == pytest.approx(0.340154518364098)
assert out.t == pytest.approx(0.4)
def test_method_rotateY():
@numba.njit
def get_rotateY(v):
return v.rotateY(0.25)
out = get_rotateY(vector.obj(x=0.1, y=0.2, z=0.3))
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(0.17111242994742137)
assert out.y == pytest.approx(0.2)
assert out.z == pytest.approx(0.2659333305877411)
out = get_rotateY(vector.obj(x=0.1, y=0.2, z=0.3, t=0.4))
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(0.17111242994742137)
assert out.y == pytest.approx(0.2)
assert out.z == pytest.approx(0.2659333305877411)
assert out.t == pytest.approx(0.4)
def test_method_rotate_axis():
@numba.njit
def get_rotate_axis(vec, axis):
return vec.rotate_axis(axis, 0.25)
axis = vector.obj(x=0.1, y=0.2, z=0.3)
vec = vector.obj(x=0.4, y=0.5, z=0.6)
out = get_rotate_axis(vec, axis)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(0.37483425404335763)
assert out.y == pytest.approx(0.5383405688588193)
assert out.z == pytest.approx(0.5828282027463345)
axis = vector.obj(x=0.1, y=0.2, z=0.3)
vec = vector.obj(x=0.4, y=0.5, z=0.6, t=999)
out = get_rotate_axis(vec, axis)
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(0.37483425404335763)
assert out.y == pytest.approx(0.5383405688588193)
assert out.z == pytest.approx(0.5828282027463345)
assert out.t == pytest.approx(999)
axis = vector.obj(x=0.1, y=0.2, z=0.3, t=999)
vec = vector.obj(x=0.4, y=0.5, z=0.6)
out = get_rotate_axis(vec, axis)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(0.37483425404335763)
assert out.y == pytest.approx(0.5383405688588193)
assert out.z == pytest.approx(0.5828282027463345)
axis = vector.obj(x=0.1, y=0.2, z=0.3, t=999)
vec = vector.obj(x=0.4, y=0.5, z=0.6, t=999)
out = get_rotate_axis(vec, axis)
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(0.37483425404335763)
assert out.y == pytest.approx(0.5383405688588193)
assert out.z == pytest.approx(0.5828282027463345)
assert out.t == pytest.approx(999)
def test_method_rotate_euler():
@numba.njit
def get_rotate_euler(vec, phi, theta, psi):
return vec.rotate_euler(phi, theta, psi, order="zxz")
vec = vector.obj(x=0.4, y=0.5, z=0.6)
out = get_rotate_euler(vec, 0.1, 0.2, 0.3)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(0.5956646364506655)
assert out.y == pytest.approx(0.409927258162962)
assert out.z == pytest.approx(0.4971350761081869)
def test_method_rotate_quaternion():
@numba.njit
def get_rotate_quaternion(vec, u, i, j, k):
return vec.rotate_quaternion(u, i, j, k)
vec = vector.obj(x=0.5, y=0.6, z=0.7)
out = get_rotate_quaternion(vec, 0.1, 0.2, 0.3, 0.4)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(0.078)
assert out.y == pytest.approx(0.18)
assert out.z == pytest.approx(0.246)
def test_method_transform3D():
@numba.njit
def get_transform3D(v, obj):
return v.transform3D(obj)
obj = numba.typed.Dict()
obj["xx"] = numpy.cos(0.1)
obj["xy"] = -numpy.sin(0.1)
obj["xz"] = 0
obj["yx"] = numpy.sin(0.1)
obj["yy"] = numpy.cos(0.1)
obj["yz"] = 0
obj["zx"] = 0
obj["zy"] = 0
obj["zz"] = 1
out = get_transform3D(vector.obj(x=1, y=0, z=99), obj)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(0.9950041652780258)
assert out.y == pytest.approx(0.09983341664682815)
assert out.z == pytest.approx(99)
def test_method_boost():
@numba.njit
def get_boost_p4(vec, p4):
return vec.boost_p4(p4)
@numba.njit
def get_boost_beta3(vec, beta3):
return vec.boost_beta3(beta3)
@numba.njit
def get_boost(vec, booster):
return vec.boost(booster)
out = get_boost_p4(vector.obj(x=1, y=2, z=3, t=4), vector.obj(x=5, y=6, z=7, t=15))
assert out.x == pytest.approx(3.5537720741941676)
assert out.y == pytest.approx(5.0645264890330015)
assert out.z == pytest.approx(6.575280903871835)
assert out.t == pytest.approx(9.138547120755076)
out = get_boost_beta3(
vector.obj(x=1, y=2, z=3, t=4), vector.obj(x=5 / 15, y=6 / 15, z=7 / 15)
)
assert out.x == pytest.approx(3.5537720741941676)
assert out.y == pytest.approx(5.0645264890330015)
assert out.z == pytest.approx(6.575280903871835)
assert out.t == pytest.approx(9.138547120755076)
out = get_boost(vector.obj(x=1, y=2, z=3, t=4), vector.obj(x=5, y=6, z=7, t=15))
assert out.x == pytest.approx(3.5537720741941676)
assert out.y == pytest.approx(5.0645264890330015)
assert out.z == pytest.approx(6.575280903871835)
assert out.t == pytest.approx(9.138547120755076)
out = get_boost(
vector.obj(x=1, y=2, z=3, t=4), vector.obj(x=5 / 15, y=6 / 15, z=7 / 15)
)
assert out.x == pytest.approx(3.5537720741941676)
assert out.y == pytest.approx(5.0645264890330015)
assert out.z == pytest.approx(6.575280903871835)
assert out.t == pytest.approx(9.138547120755076)
def test_method_boostX():
@numba.njit
def get_boostX_beta(vec, beta):
return vec.boostX(beta=beta)
@numba.njit
def get_boostX_gamma(vec, gamma):
return vec.boostX(gamma=gamma)
out = get_boostX_beta(vector.obj(x=3, y=2, z=1, t=4), -0.9428090415820634)
assert out.x == pytest.approx(-2.313708498984761)
assert out.y == pytest.approx(2)
assert out.z == pytest.approx(1)
assert out.t == pytest.approx(3.5147186257614287)
out = get_boostX_gamma(vector.obj(x=3, y=2, z=1, t=4), -3)
assert out.x == pytest.approx(-2.313708498984761)
assert out.y == pytest.approx(2)
assert out.z == pytest.approx(1)
assert out.t == pytest.approx(3.5147186257614287)
def test_method_to_beta3():
@numba.njit
def get_to_beta3(vec):
return vec.to_beta3()
out = get_to_beta3(vector.obj(x=3, y=4, z=10, t=20))
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(3 / 20)
assert out.y == pytest.approx(4 / 20)
assert out.z == pytest.approx(10 / 20)
def test_method_transform4D():
@numba.njit
def get_transform4D(v, obj):
return v.transform4D(obj)
obj = numba.typed.Dict()
obj["xx"] = numpy.cos(0.1)
obj["xy"] = -numpy.sin(0.1)
obj["xz"] = 0
obj["xt"] = 0
obj["yx"] = numpy.sin(0.1)
obj["yy"] = numpy.cos(0.1)
obj["yz"] = 0
obj["yt"] = 0
obj["zx"] = 0
obj["zy"] = 0
obj["zz"] = 1
obj["zt"] = 0
obj["tx"] = 0
obj["ty"] = 0
obj["tz"] = 0
obj["tt"] = 1
out = get_transform4D(vector.obj(x=1, y=0, z=99, t=123), obj)
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(0.9950041652780258)
assert out.y == pytest.approx(0.09983341664682815)
assert out.z == pytest.approx(99)
assert out.t == pytest.approx(123)
def test_method_timespacelight_like():
@numba.njit
def get_is_timelike(v):
return v.is_timelike()
@numba.njit
def get_is_spacelike(v):
return v.is_spacelike()
@numba.njit
def get_is_lightlike(v):
return v.is_lightlike()
assert get_is_timelike(vector.obj(x=3, y=4, z=0, t=10))
assert get_is_lightlike(vector.obj(x=3, y=4, z=0, t=5))
assert get_is_spacelike(vector.obj(x=3, y=4, z=0, t=2))
def test_momentum_alias():
@numba.njit
def get_px(v):
return v.px
assert get_px(vector.obj(px=3, py=4)) == pytest.approx(3)
with pytest.raises(numba.TypingError):
get_px(vector.obj(x=3, y=4))
def test_operator_abs():
@numba.njit
def get_abs(v):
return abs(v)
assert get_abs(vector.obj(x=3, y=4)) == pytest.approx(5)
assert get_abs(vector.obj(x=3, y=4, z=5)) == pytest.approx(numpy.sqrt(50))
assert get_abs(vector.obj(x=3, y=4, z=5, tau=100)) == pytest.approx(100)
def test_operator_neg():
@numba.njit
def get_neg(v):
return -v
@numba.njit
def get_pos(v):
return +v
out = get_neg(vector.obj(x=3, y=4))
assert out.x == -3
assert out.y == -4
out = get_pos(vector.obj(x=3, y=4))
assert out.x == 3
assert out.y == 4
def test_operator_bool():
@numba.njit
def get_true(v):
return bool(v)
assert not get_true(vector.obj(x=0, y=0))
assert get_true(vector.obj(x=0, y=0.1))
assert not get_true(vector.obj(x=0, y=0, z=0))
assert get_true(vector.obj(x=0, y=0, z=0.1))
assert not get_true(vector.obj(x=0, y=0, z=0, t=0))
assert get_true(vector.obj(x=0, y=0, z=0.1, t=0))
assert get_true(vector.obj(x=0, y=0, z=0, t=0.1))
assert get_true(vector.obj(x=0, y=0, z=10, t=10))
def test_operator_truth():
@numba.njit
def get_true(v):
return True if v else False # noqa: SIM210
@numba.njit
def get_false(v):
return False if v else True # noqa: SIM211
assert not get_true(vector.obj(x=0, y=0))
assert get_true(vector.obj(x=0, y=0.1))
assert not get_true(vector.obj(x=0, y=0, z=0))
assert get_true(vector.obj(x=0, y=0, z=0.1))
assert not get_true(vector.obj(x=0, y=0, z=0, t=0))
assert get_true(vector.obj(x=0, y=0, z=0.1, t=0))
assert get_true(vector.obj(x=0, y=0, z=0, t=0.1))
assert get_true(vector.obj(x=0, y=0, z=10, t=10))
assert get_false(vector.obj(x=0, y=0))
assert not get_false(vector.obj(x=0, y=0.1))
assert get_false(vector.obj(x=0, y=0, z=0))
assert not get_false(vector.obj(x=0, y=0, z=0.1))
assert get_false(vector.obj(x=0, y=0, z=0, t=0))
assert not get_false(vector.obj(x=0, y=0, z=0.1, t=0))
assert not get_false(vector.obj(x=0, y=0, z=0, t=0.1))
assert not get_false(vector.obj(x=0, y=0, z=10, t=10))
def test_operator_eq():
@numba.njit
def get_eq(v1, v2):
return v1 == v2
@numba.njit
def get_ne(v1, v2):
return v1 != v2
assert get_eq(vector.obj(x=3, y=4), vector.obj(px=3, py=4))
assert not get_eq(vector.obj(x=3, y=4), vector.obj(x=4, y=3))
with pytest.raises(numba.TypingError):
get_eq(vector.obj(x=3, y=4), vector.obj(x=3, y=4, z=99))
assert not get_ne(vector.obj(x=3, y=4), vector.obj(px=3, py=4))
assert get_ne(vector.obj(x=3, y=4), vector.obj(x=4, y=3))
with pytest.raises(numba.TypingError):
get_ne(vector.obj(x=3, y=4), vector.obj(x=3, y=4, z=99))
def test_operator_add():
@numba.njit
def get_add(v1, v2):
return v1 + v2
@numba.njit
def get_subtract(v1, v2):
return v1 - v2
out = get_add(vector.obj(x=1, y=2), vector.obj(px=3, py=4))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(4)
assert out.y == pytest.approx(6)
out = get_add(vector.obj(x=1, y=2), vector.obj(x=3, y=4, z=5))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(4)
assert out.y == pytest.approx(6)
out = get_add(vector.obj(x=1, y=2, z=0), vector.obj(x=3, y=4, z=5))
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(4)
assert out.y == pytest.approx(6)
assert out.z == pytest.approx(5)
out = get_subtract(vector.obj(x=1, y=2), vector.obj(px=3, py=4))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(-2)
assert out.y == pytest.approx(-2)
def test_operator_mul():
@numba.njit
def get_mul(a, b):
return a * b
@numba.njit
def get_div(a, b):
return a / b
out = get_mul(vector.obj(x=1, y=2), 2)
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(2)
assert out.y == pytest.approx(4)
out = get_mul(2, vector.obj(x=1, y=2))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(2)
assert out.y == pytest.approx(4)
out = get_div(vector.obj(x=1, y=2), 2)
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(0.5)
assert out.y == pytest.approx(1)
with pytest.raises(numba.TypingError):
get_div(2, vector.obj(x=1, y=2))
def test_operator_pow():
@numba.njit
def get_pow(a, b):
return a**b
@numba.njit
def get_square(a):
return a**2
assert get_pow(vector.obj(x=1, y=2), 4) == pytest.approx(25)
assert get_square(vector.obj(x=1, y=2)) == pytest.approx(5)
def test_operator_matmul():
@numba.njit
def get_matmul(v1, v2):
return v1 @ v2
assert get_matmul(vector.obj(x=1, y=2), vector.obj(x=3, y=4)) == pytest.approx(11)
def test_numpy_functions():
@numba.njit
def get_absolute(v):
return numpy.absolute(v)
assert get_absolute(vector.obj(x=3, y=4)) == pytest.approx(5)
@numba.njit
def get_add(v1, v2):
return numpy.add(v1, v2)
out = get_add(vector.obj(x=3, y=4), vector.obj(x=10, y=20))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(13)
assert out.y == pytest.approx(24)
def test_scale2D_3D_4D():
# @numba.njit
def get_scale2D(v, factor):
return v.scale2D(factor)
# @numba.njit
def get_neg2D(v):
return v.neg2D
out = get_scale2D(vector.obj(x=1, y=2), 10)
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(10)
assert out.y == pytest.approx(20)
out = get_scale2D(vector.obj(x=1, y=2, z=3), 10)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(10)
assert out.y == pytest.approx(20)
assert out.z == pytest.approx(3)
out = get_scale2D(vector.obj(x=1, y=2, z=3, t=4), 10)
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(10)
assert out.y == pytest.approx(20)
assert out.z == pytest.approx(3)
assert out.t == pytest.approx(4)
out = get_neg2D(vector.obj(x=1, y=2))
assert isinstance(out, vector.backends.object.VectorObject2D)
assert out.x == pytest.approx(-1)
assert out.y == pytest.approx(-2)
out = get_neg2D(vector.obj(x=1, y=2, z=3))
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(-1)
assert out.y == pytest.approx(-2)
assert out.z == pytest.approx(3)
out = get_neg2D(vector.obj(x=1, y=2, z=3, t=4))
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(-1)
assert out.y == pytest.approx(-2)
assert out.z == pytest.approx(3)
assert out.t == pytest.approx(4)
# @numba.njit
def get_scale3D(v, factor):
return v.scale3D(factor)
# @numba.njit
def get_neg3D(v):
return v.neg3D
out = get_scale3D(vector.obj(x=1, y=2, z=3), 10)
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(10)
assert out.y == pytest.approx(20)
assert out.z == pytest.approx(30)
out = get_scale3D(vector.obj(x=1, y=2, z=3, t=4), 10)
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(10)
assert out.y == pytest.approx(20)
assert out.z == pytest.approx(30)
assert out.t == pytest.approx(4)
out = get_neg3D(vector.obj(x=1, y=2, z=3))
assert isinstance(out, vector.backends.object.VectorObject3D)
assert out.x == pytest.approx(-1)
assert out.y == pytest.approx(-2)
assert out.z == pytest.approx(-3)
out = get_neg3D(vector.obj(x=1, y=2, z=3, t=4))
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(-1)
assert out.y == pytest.approx(-2)
assert out.z == pytest.approx(-3)
assert out.t == pytest.approx(4)
# @numba.njit
def get_scale4D(v, factor):
return v.scale4D(factor)
# @numba.njit
def get_neg4D(v):
return v.neg4D
out = get_scale4D(vector.obj(x=1, y=2, z=3, t=4), 10)
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(10)
assert out.y == pytest.approx(20)
assert out.z == pytest.approx(30)
assert out.t == pytest.approx(40)
out = get_neg4D(vector.obj(x=1, y=2, z=3, t=4))
assert isinstance(out, vector.backends.object.VectorObject4D)
assert out.x == pytest.approx(-1)
assert out.y == pytest.approx(-2)
assert out.z == pytest.approx(-3)
assert out.t == pytest.approx(-4)
def test_method_boostCM_of():
# @numba.njit
def get_boostCM_of_p4(vec, p4):
return vec.boostCM_of_p4(p4)
# @numba.njit
def get_boostCM_of_beta3(vec, beta3):
return vec.boostCM_of_beta3(beta3)
# @numba.njit
def get_boostCM_of(vec, booster):
return vec.boostCM_of(booster)
vec = vector.obj(x=1, y=2, z=3, t=4)
out = get_boostCM_of_p4(vec, vec)
assert out.x == pytest.approx(0)
assert out.y == pytest.approx(0)
assert out.z == pytest.approx(0)
assert out.t == pytest.approx(vec.tau)
out = get_boostCM_of_beta3(vec, vec.to_beta3())
assert out.x == pytest.approx(0)
assert out.y == pytest.approx(0)
assert out.z == pytest.approx(0)
assert out.t == pytest.approx(vec.tau)
out = get_boostCM_of(vec, vec)
assert out.x == pytest.approx(0)
assert out.y == pytest.approx(0)
assert out.z == pytest.approx(0)
assert out.t == pytest.approx(vec.tau)
out = get_boostCM_of(vec, vec.to_beta3())
assert out.x == pytest.approx(0)
assert out.y == pytest.approx(0)
assert out.z == pytest.approx(0)
assert out.t == pytest.approx(vec.tau)
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