import numpy as np
import numpy.linalg as la
import pyopencl as cl
import pyopencl.array  # noqa
import pyopencl.clrandom  # noqa
import loopy as lp
import sys

import logging

from pyopencl.tools import (  # noqa
        pytest_generate_tests_for_pyopencl
        as pytest_generate_tests)

from fixtures import LoopyFixture


f = LoopyFixture()


def test_matvec(ctx_factory):
    a = f.random_array(10, 10)
    b = f.random_array(10)

    c = f.mult_mat_vec(ctx_factory, a=a, b=b, alpha=1.0)

    assert la.norm(a@b - c, 2)/la.norm(c) < 1e-5


def test_compute_flux_derivatives(ctx_factory):
    logging.basicConfig(level="INFO")

    ndim = 3
    nvars = 5
    nx = 10
    ny = 10
    nz = 10

    states = f.random_array(nvars, nx+6, ny+6, nz+6)
    fluxes = f.random_array(nvars, ndim, nx+6, ny+6, nz+6)
    metrics = f.random_array(ndim, ndim, nx+6, ny+6, nz+6)
    metric_jacobians = f.random_array(nx+6, ny+6, nz+6)

    flux_derivatives = f.compute_flux_derivatives(ctx_factory,
            nvars=nvars, ndim=ndim, nx=nx, ny=ny, nz=nz,
            states=states, fluxes=fluxes, metrics=metrics,
            metric_jacobians=metric_jacobians)


# This lets you run 'python test.py test_case(cl._csc)' without pytest.

if __name__ == "__main__":
    if len(sys.argv) > 1:
        exec(sys.argv[1])
    else:
        from pytest import main
        main([__file__])