File: test_creation.py

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import io

import numpy as np
import pytest

import laspy
from laspy import PointFormat
from tests.test_common import simple_las, test1_4_las, write_then_read_again


@pytest.fixture()
def file1_4():
    return laspy.read(test1_4_las)


@pytest.fixture()
def file():
    return laspy.read(simple_las)


def test_xyz():
    las = laspy.create()
    shape = (150,)
    las.X = np.zeros(shape, dtype=np.int32)
    las.Y = np.ones(shape, dtype=np.int32)
    las.Z = np.zeros(shape, dtype=np.int32)
    las.Z[:] = -152

    las = write_then_read_again(las)

    assert np.all(las.X == 0)
    assert np.all(las.Y == 1)
    assert np.all(las.Z == -152)


def test_wrong_version():
    for i in range(6, 8):
        with pytest.raises(laspy.errors.LaspyException):
            _ = laspy.create(point_format=i, file_version="1.2")


def test_good_version_is_used():
    for i in range(6, 8):
        las = laspy.create(point_format=i)
        assert las.header.version.major == 1
        assert las.header.version.minor == 4


def test_create_fmt_0():
    new = laspy.create(point_format=0)

    with pytest.raises(ValueError):
        new.red = np.zeros(len(new.points), np.uint16)

    with pytest.raises(ValueError):
        new.red = np.zeros(len(new.points), np.uint16)

    with pytest.raises(ValueError):
        new.red = np.zeros(len(new.points), np.uint16)

    with pytest.raises(ValueError):
        new.gps_time = np.zeros(len(new.points), np.float64)


def test_create_fmt_1():
    new = laspy.create(point_format=1)

    with pytest.raises(ValueError):
        new.red = np.zeros(len(new.points), np.uint16)

    with pytest.raises(ValueError):
        new.red = np.zeros(len(new.points), np.uint16)

    with pytest.raises(ValueError):
        new.red = np.zeros(len(new.points), np.uint16)

    gps_time = np.random.uniform(0, 25641, len(new.points))
    new.gps_time = gps_time
    assert np.allclose(new.gps_time, gps_time)

    new = write_then_read_again(new)
    assert np.allclose(new.gps_time, gps_time)


def test_create_fmt_2(file):
    new = laspy.create(point_format=2)

    with pytest.raises(ValueError):
        new.gps_time = file.gps_time

    new.red = file.red
    new.green = file.green
    new.blue = file.blue

    assert np.allclose(new.red, file.red)
    assert np.allclose(new.green, file.green)
    assert np.allclose(new.blue, file.blue)

    new = write_then_read_again(new)
    assert np.allclose(new.red, file.red)
    assert np.allclose(new.green, file.green)
    assert np.allclose(new.blue, file.blue)


def test_create_fmt_3(file):
    new = laspy.create(point_format=3)

    new.red = file.red
    new.green = file.green
    new.blue = file.blue
    new.gps_time = file.gps_time

    assert np.allclose(new.red, file.red)
    assert np.allclose(new.green, file.green)
    assert np.allclose(new.blue, file.blue)
    assert np.allclose(new.gps_time, file.gps_time)

    new = write_then_read_again(new)
    assert np.allclose(new.red, file.red)
    assert np.allclose(new.green, file.green)
    assert np.allclose(new.blue, file.blue)
    assert np.allclose(new.gps_time, file.gps_time)


def test_create_fmt_6(file1_4):
    new = laspy.create(point_format=6)
    assert str(new.header.version) == "1.4"

    dim_names_fmt_6 = PointFormat(6).dtype().names

    for dim_name in dim_names_fmt_6:
        new[dim_name] = file1_4[dim_name]

    for dim_name in dim_names_fmt_6:
        assert np.allclose(new[dim_name], file1_4[dim_name]), "{} not equal".format(
            dim_name
        )

    new = write_then_read_again(new)
    for dim_name in dim_names_fmt_6:
        assert np.allclose(new[dim_name], file1_4[dim_name]), "{} not equal".format(
            dim_name
        )


@pytest.mark.parametrize("laz_backend", (None,) + laspy.LazBackend.detect_available())
def test_writing_empty_file(laz_backend):
    las = laspy.create()
    with io.BytesIO() as out:
        if laz_backend is None:
            las.write(out)
        else:
            las.write(out, laz_backend=laz_backend)


def test_changing_scales_offset_after_create():
    las = laspy.create(point_format=8, file_version="1.4")

    las.header.x_scale = 0.0001
    las.header.y_scale = 0.0001
    las.header.z_scale = 0.0001

    las.x = np.ones((10,)) * 11
    las.y = np.ones((10,)) * 12
    las.z = np.ones((10,)) * 13

    las.x[0] = 1
    las.y[0] = 2
    las.z[0] = 3

    las.update_header()
    assert np.all(las.header.mins == [1, 2, 3])
    assert np.all(las.header.maxs == [11, 12, 13])
    assert las.x.min() == 1
    assert las.y.min() == 2
    assert las.z.min() == 3

    assert las.x.max() == 11
    assert las.y.max() == 12
    assert las.z.max() == 13