#!/usr/bin/env pytest
# -*- coding: utf-8 -*-
###############################################################################
# $Id$
#
# Project:  GDAL/OGR Test Suite
# Purpose:  test librarified gdalmdimtranslate
# Author:   Even Rouault <even.rouault at spatialys.com>
#
###############################################################################
# Copyright (c) 2019, Even Rouault <even.rouault at spatialys.com>
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without restriction, including without limitation
# the rights to use, copy, modify, merge, publish, distribute, sublicense,
# and/or sell copies of the Software, and to permit persons to whom the
# Software is furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included
# in all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
# DEALINGS IN THE SOFTWARE.
###############################################################################

import gdaltest
import struct

from osgeo import gdal

###############################################################################


def test_gdalmdimtranslate_no_arg():

    tmpfile = '/vsimem/out.vrt'
    assert gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt')

    assert gdal.MultiDimInfo(tmpfile) == gdal.MultiDimInfo('data/mdim.vrt')
    gdal.Unlink(tmpfile)

###############################################################################


def test_gdalmdimtranslate_multidim_to_mem():

    out_ds = gdal.MultiDimTranslate('', 'data/mdim.vrt', format = 'MEM')
    assert out_ds
    rg = out_ds.GetRootGroup()
    assert rg
    ar = rg.OpenMDArray('time_increasing')
    assert ar
    assert ar.Read() == ['2010-01-01', '2011-01-01', '2012-01-01', '2013-01-01']

###############################################################################


def test_gdalmdimtranslate_multidim_to_classic():

    tmpfile = '/vsimem/out.tif'

    with gdaltest.error_handler():
        assert not gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt')

    assert gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                  arraySpecs = ['/my_subgroup/array_in_subgroup'])

    gdal.Unlink(tmpfile)

###############################################################################


def test_gdalmdimtranslate_multidim_1d_to_classic():

    tmpfile = '/vsimem/out.tif'

    assert gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                  arraySpecs = ['latitude'])
    ds = gdal.Open(tmpfile)
    band = ds.GetRasterBand(1)
    data = band.ReadRaster()
    assert len(data) == 10 * 4
    assert struct.unpack('f' * 10, data)[0] == 90.0
    ds = None

    gdal.Unlink(tmpfile)

###############################################################################


def test_gdalmdimtranslate_classic_to_classic():

    tmpfile = '/vsimem/out.tif'

    ds = gdal.MultiDimTranslate(tmpfile, '../gcore/data/byte.tif')
    assert ds.GetRasterBand(1).Checksum() == 4672
    ds = None

    gdal.Unlink(tmpfile)

###############################################################################


def test_gdalmdimtranslate_classic_to_multidim():

    tmpfile = '/vsimem/out.vrt'
    tmpgtifffile = '/vsimem/tmp.tif'
    ds = gdal.Translate(tmpgtifffile, '../gcore/data/byte.tif')
    ds.SetSpatialRef(None)
    ds = None
    assert gdal.MultiDimTranslate(tmpfile, tmpgtifffile,
                                  arraySpecs = ['band=1,dstname=ar,view=[newaxis,...]'])
    f = gdal.VSIFOpenL(tmpfile, 'rb')
    got_data = gdal.VSIFReadL(1, 10000, f).decode('utf-8')
    gdal.VSIFCloseL(f)
    #print(got_data)

    gdal.Unlink(tmpfile)
    gdal.Unlink(tmpgtifffile)

    assert got_data == """<VRTDataset>
  <Group name="/">
    <Dimension name="X" size="20" indexingVariable="X" />
    <Dimension name="Y" size="20" indexingVariable="Y" />
    <Dimension name="newaxis" size="1" />
    <Array name="X">
      <DataType>Float64</DataType>
      <DimensionRef ref="X" />
      <RegularlySpacedValues start="440750" increment="60" />
    </Array>
    <Array name="Y">
      <DataType>Float64</DataType>
      <DimensionRef ref="Y" />
      <RegularlySpacedValues start="3751290" increment="-60" />
    </Array>
    <Array name="ar">
      <DataType>Byte</DataType>
      <DimensionRef ref="newaxis" />
      <DimensionRef ref="Y" />
      <DimensionRef ref="X" />
      <Source>
        <SourceFilename relativetoVRT="1">tmp.tif</SourceFilename>
        <SourceBand>1</SourceBand>
        <SourceView>[newaxis,...]</SourceView>
        <SourceSlab offset="0,0,0" count="1,20,20" step="1,1,1" />
        <DestSlab offset="0,0,0" />
      </Source>
    </Array>
  </Group>
</VRTDataset>
"""

###############################################################################


def test_gdalmdimtranslate_array():

    tmpfile = '/vsimem/out.vrt'
    with gdaltest.error_handler():
        assert not gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                          arraySpecs = ['not_existing'])
        assert not gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                          arraySpecs = ['name=my_variable_with_time_increasing,unknown_opt=foo'])

    assert gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                  arraySpecs = ['my_variable_with_time_increasing'])

    f = gdal.VSIFOpenL(tmpfile, 'rb')
    got_data = gdal.VSIFReadL(1, 10000, f).decode('ascii')
    gdal.VSIFCloseL(f)
    #print(got_data)

    gdal.Unlink(tmpfile)

    assert got_data == """<VRTDataset>
  <Group name="/">
    <Dimension name="latitude" type="HORIZONTAL_Y" direction="NORTH" size="10" indexingVariable="latitude" />
    <Dimension name="longitude" type="HORIZONTAL_X" direction="EAST" size="10" indexingVariable="longitude" />
    <Dimension name="time_increasing" type="TEMPORAL" size="4" indexingVariable="time_increasing" />
    <Array name="latitude">
      <DataType>Float32</DataType>
      <DimensionRef ref="latitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/latitude</SourceArray>
        <SourceSlab offset="0" count="10" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
    <Array name="longitude">
      <DataType>Float32</DataType>
      <DimensionRef ref="longitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/longitude</SourceArray>
        <SourceSlab offset="0" count="10" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
    <Array name="my_variable_with_time_increasing">
      <DataType>Int32</DataType>
      <DimensionRef ref="time_increasing" />
      <DimensionRef ref="latitude" />
      <DimensionRef ref="longitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/my_variable_with_time_increasing</SourceArray>
        <SourceSlab offset="0,0,0" count="4,10,10" step="1,1,1" />
        <DestSlab offset="0,0,0" />
      </Source>
    </Array>
    <Array name="time_increasing">
      <DataType>String</DataType>
      <DimensionRef ref="time_increasing" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/time_increasing</SourceArray>
        <SourceSlab offset="0" count="4" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
  </Group>
</VRTDataset>
"""


###############################################################################


def test_gdalmdimtranslate_array_with_transpose_and_view():

    tmpfile = '/vsimem/out.vrt'
    assert gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                  arraySpecs = ['name=my_variable_with_time_increasing,dstname=foo,transpose=[1,2,0],view=[::-1,1,...]'])

    f = gdal.VSIFOpenL(tmpfile, 'rb')
    got_data = gdal.VSIFReadL(1, 10000, f).decode('ascii')
    gdal.VSIFCloseL(f)
    #print(got_data)

    gdal.Unlink(tmpfile)

    assert got_data == """<VRTDataset>
  <Group name="/">
    <Dimension name="subset_latitude_9_-1_10" type="HORIZONTAL_Y" size="10" indexingVariable="subset_latitude_9_-1_10" />
    <Dimension name="time_increasing" type="TEMPORAL" size="4" indexingVariable="time_increasing" />
    <Array name="foo">
      <DataType>Int32</DataType>
      <DimensionRef ref="subset_latitude_9_-1_10" />
      <DimensionRef ref="time_increasing" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/my_variable_with_time_increasing</SourceArray>
        <SourceTranspose>1,2,0</SourceTranspose>
        <SourceView>[::-1,1,...]</SourceView>
        <SourceSlab offset="0,0" count="10,4" step="1,1" />
        <DestSlab offset="0,0" />
      </Source>
      <Attribute name="DIM_longitude_INDEX">
        <DataType>Int32</DataType>
        <Value>1</Value>
      </Attribute>
      <Attribute name="DIM_longitude_VALUE">
        <DataType>Float32</DataType>
        <Value>2.5</Value>
      </Attribute>
    </Array>
    <Array name="subset_latitude_9_-1_10">
      <DataType>Float32</DataType>
      <DimensionRef ref="subset_latitude_9_-1_10" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/latitude</SourceArray>
        <SourceView>[::-1]</SourceView>
        <SourceSlab offset="0" count="10" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
    <Array name="time_increasing">
      <DataType>String</DataType>
      <DimensionRef ref="time_increasing" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/time_increasing</SourceArray>
        <SourceSlab offset="0" count="4" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
  </Group>
</VRTDataset>
"""

###############################################################################


def test_gdalmdimtranslate_group():

    tmpfile = '/vsimem/out.vrt'
    with gdaltest.error_handler():
        assert not gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                          groupSpecs = ['not_existing'])
        assert not gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                          groupSpecs = ['name=my_subgroup,unknown_opt=foo'])

    assert gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                  groupSpecs = ['my_subgroup'])

    f = gdal.VSIFOpenL(tmpfile, 'rb')
    got_data = gdal.VSIFReadL(1, 10000, f).decode('ascii')
    gdal.VSIFCloseL(f)
    #print(got_data)

    gdal.Unlink(tmpfile)

    assert got_data == """<VRTDataset>
  <Group name="/">
    <Dimension name="latitude" type="HORIZONTAL_Y" direction="NORTH" size="10" indexingVariable="latitude" />
    <Dimension name="longitude" type="HORIZONTAL_X" direction="EAST" size="10" indexingVariable="longitude" />
    <Array name="array_in_subgroup">
      <DataType>Int32</DataType>
      <DimensionRef ref="latitude" />
      <DimensionRef ref="longitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/my_subgroup/array_in_subgroup</SourceArray>
        <SourceSlab offset="0,0" count="10,10" step="1,1" />
        <DestSlab offset="0,0" />
      </Source>
    </Array>
    <Array name="latitude">
      <DataType>Float32</DataType>
      <DimensionRef ref="latitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/latitude</SourceArray>
        <SourceSlab offset="0" count="10" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
    <Array name="longitude">
      <DataType>Float32</DataType>
      <DimensionRef ref="longitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/longitude</SourceArray>
        <SourceSlab offset="0" count="10" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
  </Group>
</VRTDataset>
"""


###############################################################################


def test_gdalmdimtranslate_two_groups():

    tmpfile = '/vsimem/out.vrt'
    assert gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                  groupSpecs = ['my_subgroup', 'name=other_subgroup,dstname=renamed'])

    f = gdal.VSIFOpenL(tmpfile, 'rb')
    got_data = gdal.VSIFReadL(1, 10000, f).decode('ascii')
    gdal.VSIFCloseL(f)
    #print(got_data)

    gdal.Unlink(tmpfile)

    assert got_data == """<VRTDataset>
  <Group name="/">
    <Group name="my_subgroup">
      <Dimension name="latitude" type="HORIZONTAL_Y" direction="NORTH" size="10" indexingVariable="latitude" />
      <Dimension name="longitude" type="HORIZONTAL_X" direction="EAST" size="10" indexingVariable="longitude" />
      <Array name="array_in_subgroup">
        <DataType>Int32</DataType>
        <DimensionRef ref="latitude" />
        <DimensionRef ref="longitude" />
        <Source>
          <SourceFilename>data/mdim.vrt</SourceFilename>
          <SourceArray>/my_subgroup/array_in_subgroup</SourceArray>
          <SourceSlab offset="0,0" count="10,10" step="1,1" />
          <DestSlab offset="0,0" />
        </Source>
      </Array>
      <Array name="latitude">
        <DataType>Float32</DataType>
        <DimensionRef ref="latitude" />
        <Source>
          <SourceFilename>data/mdim.vrt</SourceFilename>
          <SourceArray>/latitude</SourceArray>
          <SourceSlab offset="0" count="10" step="1" />
          <DestSlab offset="0" />
        </Source>
      </Array>
      <Array name="longitude">
        <DataType>Float32</DataType>
        <DimensionRef ref="longitude" />
        <Source>
          <SourceFilename>data/mdim.vrt</SourceFilename>
          <SourceArray>/longitude</SourceArray>
          <SourceSlab offset="0" count="10" step="1" />
          <DestSlab offset="0" />
        </Source>
      </Array>
    </Group>
    <Group name="renamed">
      <Attribute name="foo">
        <DataType>String</DataType>
        <Value>bar</Value>
      </Attribute>
    </Group>
  </Group>
</VRTDataset>
"""


###############################################################################


def test_gdalmdimtranslate_subset():

    tmpfile = '/vsimem/out.vrt'
    with gdaltest.error_handler():
        assert not gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                          subsetSpecs = ['latitude('])
        assert not gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                          subsetSpecs = ['latitude(1'])
        assert not gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                          subsetSpecs = ['latitude(1,2,3)'])

    for subset_spec, success, expected_view in [
        # Increasing numeric variable
        ('longitude(-180,-0.01)', False, None), # All below min
        ('longitude(-180)', False, None),
        ('longitude(22.51,100)', False, None), # All above max
        ('longitude(22.51)', False, None),
        ('longitude(-0.01,22.51)', True, None), # Encompassing whole range
        ('longitude(0,22.5)', True, None), # Exact range
        ('longitude(0)', True, '[0]'),
        ('longitude(2.5)', True, '[1]'),
        ('longitude(20)', True, '[8]'),
        ('longitude(22.5)', True, '[9]'),
        ('longitude(0,0)', True, '[0:1:1]'),
        ('longitude(-0.01,0.01)', True, '[0:1:1]'),
        ('longitude(0,0.01)', True, '[0:1:1]'),
        ('longitude(-0.01,0)', True, '[0:1:1]'),
        ('longitude(-0.01,22.49)', True, '[0:9:1]'),
        ('longitude(0.01,22.49)', True, '[1:9:1]'),
        ('longitude(0.01,22.51)', True, '[1:10:1]'),
        ('longitude(22.5,22.5)', True, '[9:10:1]'),
        ('longitude(22.49,22.5)', True, '[9:10:1]'),
        ('longitude(22.49,22.51)', True, '[9:10:1]'),
        ('longitude(22.5,22.51)', True, '[9:10:1]'),

        # Decreasing numeric variable
        ('latitude(-180,67.49)', False, None), # All below min
        ('latitude(-180)', False, None),
        ('latitude(90.01,100)', False, None), # All above max
        ('latitude(90.01)', False, None),
        ('latitude(64.49,90.01)', True, None), # Encompassing whole range
        ('latitude(67.5,90)', True, None), # Exact range
        ('latitude(67.5)', True, '[9]'),
        ('latitude(70)', True, '[8]'),
        ('latitude(87.5)', True, '[1]'),
        ('latitude(90)', True, '[0]'),
        ('latitude(70,87.5)', True, '[1:9:1]'),
        ('latitude(90,90)', True, '[0:1:1]'),
        ('latitude(89.99,90)', True, '[0:1:1]'),
        ('latitude(90,90.01)', True, '[0:1:1]'),
        ('latitude(67.5,67.5)', True, '[9:10:1]'),
        ('latitude(67.5,67.51)', True, '[9:10:1]'),
        ('latitude(67.49,67.5)', True, '[9:10:1]'),

        # Increasing string variable
        ('time_increasing("2008-01-01","2009-01-01")', False, None), # All below min
        ('time_increasing("2008-01-01")', False, None),
        ('time_increasing("2014-01-01","2016-01-01")', False, None), # All above max
        ('time_increasing("2014-01-01")', False, None),
        ('time_increasing("2009-01-01","2014-01-01")', True, None), # Encompassing whole range
        ('time_increasing("2010-01-01","2013-01-01")', True, None), # Exact range
        ('time_increasing("2010-01-01")', True, "[0]"),
        ('time_increasing("2011-01-01")', True, "[1]"),
        ('time_increasing("2012-01-01")', True, "[2]"),
        ('time_increasing("2013-01-01")', True, "[3]"),
        ('time_increasing("2009-12-31","2010-01-02")', True, "[0:1:1]"),
        ('time_increasing("2009-12-13","2010-01-01")', True, "[0:1:1]"),
        ('time_increasing("2010-01-01","2010-01-01")', True, "[0:1:1]"),
        ('time_increasing("2010-01-01","2010-01-02")', True, "[0:1:1]"),
        ('time_increasing("2011-01-01","2012-01-01")', True, "[1:3:1]"),
        ('time_increasing("2012-12-31","2013-01-02")', True, "[3:4:1]"),
        ('time_increasing("2012-12-13","2013-01-01")', True, "[3:4:1]"),
        ('time_increasing("2013-01-01","2013-01-01")', True, "[3:4:1]"),
        ('time_increasing("2013-01-01","2013-01-02")', True, "[3:4:1]"),

        # Decreasing string variable
        ('time_decreasing("2008-01-01","2009-01-01")', False, None), # All below min
        ('time_decreasing("2008-01-01")', False, None),
        ('time_decreasing("2014-01-01","2016-01-01")', False, None), # All above max
        ('time_decreasing("2014-01-01")', False, None),
        ('time_decreasing("2009-01-01","2014-01-01")', True, None), # Encompassing whole range
        ('time_decreasing("2010-01-01","2013-01-01")', True, None), # Exact range
        ('time_decreasing("2010-01-01")', True, "[3]"),
        ('time_decreasing("2011-01-01")', True, "[2]"),
        ('time_decreasing("2012-01-01")', True, "[1]"),
        ('time_decreasing("2013-01-01")', True, "[0]"),
        ('time_decreasing("2009-12-31","2010-01-02")', True, "[3:4:1]"),
        ('time_decreasing("2009-12-13","2010-01-01")', True, "[3:4:1]"),
        ('time_decreasing("2010-01-01","2010-01-01")', True, "[3:4:1]"),
        ('time_decreasing("2010-01-01","2010-01-02")', True, "[3:4:1]"),
        ('time_decreasing("2011-01-01","2012-01-01")', True, "[1:3:1]"),
        ('time_decreasing("2012-12-31","2013-01-02")', True, "[0:1:1]"),
        ('time_decreasing("2012-12-13","2013-01-01")', True, "[0:1:1]"),
        ('time_decreasing("2013-01-01","2013-01-01")', True, "[0:1:1]"),
        ('time_decreasing("2013-01-01","2013-01-02")', True, "[0:1:1]"),
    ]:
        with gdaltest.error_handler():
            res = gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                        arraySpecs = [subset_spec[0:subset_spec.find('(')]],
                                        subsetSpecs = [subset_spec]) is not None
        assert res == success, subset_spec
        if not success:
            continue

        f = gdal.VSIFOpenL(tmpfile, 'rb')
        got_data = gdal.VSIFReadL(1, 10000, f).decode('ascii')
        gdal.VSIFCloseL(f)
        #print(got_data)/

        gdal.Unlink(tmpfile)
        if expected_view:
            assert expected_view in got_data, subset_spec
        else:
            assert 'SourceView' not in got_data, subset_spec


    assert gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                        subsetSpecs = ['latitude(70,87.5)', 'time_increasing("2012-01-01")'])

    f = gdal.VSIFOpenL(tmpfile, 'rb')
    got_data = gdal.VSIFReadL(1, 10000, f).decode('ascii')
    gdal.VSIFCloseL(f)
    #print(got_data)

    gdal.Unlink(tmpfile)
    assert got_data == """<VRTDataset>
  <Group name="/">
    <Dimension name="latitude" type="HORIZONTAL_Y" direction="NORTH" size="8" indexingVariable="latitude" />
    <Dimension name="longitude" type="HORIZONTAL_X" direction="EAST" size="10" indexingVariable="longitude" />
    <Dimension name="time_decreasing" type="TEMPORAL" size="4" indexingVariable="time_decreasing" />
    <Array name="latitude">
      <DataType>Float32</DataType>
      <DimensionRef ref="latitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/latitude</SourceArray>
        <SourceView>[1:9:1]</SourceView>
        <SourceSlab offset="0" count="8" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
    <Array name="longitude">
      <DataType>Float32</DataType>
      <DimensionRef ref="longitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/longitude</SourceArray>
        <SourceSlab offset="0" count="10" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
    <Array name="my_variable_with_time_decreasing">
      <DataType>Int32</DataType>
      <DimensionRef ref="time_decreasing" />
      <DimensionRef ref="latitude" />
      <DimensionRef ref="longitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/my_variable_with_time_decreasing</SourceArray>
        <SourceView>[:,1:9:1,:]</SourceView>
        <SourceSlab offset="0,0,0" count="4,8,10" step="1,1,1" />
        <DestSlab offset="0,0,0" />
      </Source>
    </Array>
    <Array name="my_variable_with_time_increasing">
      <DataType>Int32</DataType>
      <DimensionRef ref="latitude" />
      <DimensionRef ref="longitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/my_variable_with_time_increasing</SourceArray>
        <SourceView>[2,1:9:1,:]</SourceView>
        <SourceSlab offset="0,0" count="8,10" step="1,1" />
        <DestSlab offset="0,0" />
      </Source>
      <Attribute name="DIM_time_increasing_INDEX">
        <DataType>Int32</DataType>
        <Value>2</Value>
      </Attribute>
      <Attribute name="DIM_time_increasing_VALUE">
        <DataType>String</DataType>
        <Value>2012-01-01</Value>
      </Attribute>
    </Array>
    <Array name="time_decreasing">
      <DataType>String</DataType>
      <DimensionRef ref="time_decreasing" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/time_decreasing</SourceArray>
        <SourceSlab offset="0" count="4" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
    <Array name="time_increasing">
      <DataType>String</DataType>
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/time_increasing</SourceArray>
        <SourceView>[2]</SourceView>
      </Source>
      <Attribute name="DIM_time_increasing_INDEX">
        <DataType>Int32</DataType>
        <Value>2</Value>
      </Attribute>
      <Attribute name="DIM_time_increasing_VALUE">
        <DataType>String</DataType>
        <Value>2012-01-01</Value>
      </Attribute>
    </Array>
    <Group name="my_subgroup">
      <Array name="array_in_subgroup">
        <DataType>Int32</DataType>
        <DimensionRef ref="/latitude" />
        <DimensionRef ref="/longitude" />
        <Source>
          <SourceFilename>data/mdim.vrt</SourceFilename>
          <SourceArray>/my_subgroup/array_in_subgroup</SourceArray>
          <SourceView>[1:9:1,:]</SourceView>
          <SourceSlab offset="0,0" count="8,10" step="1,1" />
          <DestSlab offset="0,0" />
        </Source>
      </Array>
    </Group>
    <Group name="other_subgroup">
      <Attribute name="foo">
        <DataType>String</DataType>
        <Value>bar</Value>
      </Attribute>
    </Group>
  </Group>
</VRTDataset>
"""


###############################################################################


def test_gdalmdimtranslate_scaleaxes():

    tmpfile = '/vsimem/out.vrt'
    assert gdal.MultiDimTranslate(tmpfile, 'data/mdim.vrt',
                                  arraySpecs = ['my_variable_with_time_increasing'],
                                  scaleAxesSpecs = ['longitude(2)'])

    f = gdal.VSIFOpenL(tmpfile, 'rb')
    got_data = gdal.VSIFReadL(1, 10000, f).decode('ascii')
    gdal.VSIFCloseL(f)
    # print(got_data)

    gdal.Unlink(tmpfile)

    assert got_data == """<VRTDataset>
  <Group name="/">
    <Dimension name="latitude" type="HORIZONTAL_Y" direction="NORTH" size="10" indexingVariable="latitude" />
    <Dimension name="longitude" type="HORIZONTAL_X" direction="EAST" size="5" indexingVariable="longitude" />
    <Dimension name="time_increasing" type="TEMPORAL" size="4" indexingVariable="time_increasing" />
    <Array name="latitude">
      <DataType>Float32</DataType>
      <DimensionRef ref="latitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/latitude</SourceArray>
        <SourceSlab offset="0" count="10" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
    <Array name="longitude">
      <DataType>Float32</DataType>
      <DimensionRef ref="longitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/longitude</SourceArray>
        <SourceView>[0:10:2]</SourceView>
        <SourceSlab offset="0" count="5" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
    <Array name="my_variable_with_time_increasing">
      <DataType>Int32</DataType>
      <DimensionRef ref="time_increasing" />
      <DimensionRef ref="latitude" />
      <DimensionRef ref="longitude" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/my_variable_with_time_increasing</SourceArray>
        <SourceView>[:,:,0:10:2]</SourceView>
        <SourceSlab offset="0,0,0" count="4,10,5" step="1,1,1" />
        <DestSlab offset="0,0,0" />
      </Source>
    </Array>
    <Array name="time_increasing">
      <DataType>String</DataType>
      <DimensionRef ref="time_increasing" />
      <Source>
        <SourceFilename>data/mdim.vrt</SourceFilename>
        <SourceArray>/time_increasing</SourceArray>
        <SourceSlab offset="0" count="4" step="1" />
        <DestSlab offset="0" />
      </Source>
    </Array>
  </Group>
</VRTDataset>
"""


def XXXX_test_all():
    while True:
        test_gdalmdimtranslate_no_arg()
        test_gdalmdimtranslate_multidim_to_classic()
        test_gdalmdimtranslate_classic_to_classic()
        test_gdalmdimtranslate_classic_to_multidim()
        test_gdalmdimtranslate_array()
        test_gdalmdimtranslate_array_with_transpose_and_view()
        test_gdalmdimtranslate_group()
        test_gdalmdimtranslate_two_groups()
        test_gdalmdimtranslate_subset()
        test_gdalmdimtranslate_scaleaxes()
