unittests_temporal_raster_algebra.py

"""
(C) 2014 by the GRASS Development Team
This program is free software under the GNU General Public
License (>=v2). Read the file COPYING that comes with GRASS
for details.

:authors: Soeren Gebbert and Thomas Leppelt
"""

import datetime
import grass.temporal as tgis
from grass.gunittest.case import TestCase
from grass.gunittest.main import test


class TestTemporalRasterAlgebra(TestCase):

    @classmethod
    def setUpClass(cls):
        """Initiate the temporal GIS and set the region
        """
        tgis.init(True) # Raise on error instead of exit(1)
        cls.use_temp_region()
        cls.runModule("g.region", n=80.0, s=0.0, e=120.0,
                                       w=0.0, t=1.0, b=0.0, res=10.0)

        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="a1 = 1")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="a2 = 2")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="a3 = 3")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="a4 = 4")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="b1 = 5")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="b2 = 6")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="c1 = 7")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="d1 = 8")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="d2 = 9")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="d3 = 10")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="singletmap = 99")
        cls.runModule("r.mapcalc", overwrite=True, quiet=True, expression="singlemap = 100")

        tgis.open_new_stds(name="A", type="strds", temporaltype="absolute",
                                         title="A", descr="A", semantic="field", overwrite=True)
        tgis.open_new_stds(name="B", type="strds", temporaltype="absolute",
                                         title="B", descr="B", semantic="field", overwrite=True)
        tgis.open_new_stds(name="C", type="strds", temporaltype="absolute",
                                         title="B", descr="C", semantic="field", overwrite=True)
        tgis.open_new_stds(name="D", type="strds", temporaltype="absolute",
                                         title="D", descr="D", semantic="field", overwrite=True)

        tgis.register_maps_in_space_time_dataset(type="raster", name="A", maps="a1,a2,a3,a4",
                                                 start="2001-01-01", increment="1 day", interval=True)
        tgis.register_maps_in_space_time_dataset(type="raster", name="B", maps="b1,b2",
                                                 start="2001-01-01", increment="2 day", interval=True)
        tgis.register_maps_in_space_time_dataset(type="raster", name="C", maps="c1",
                                                 start="2001-01-02", increment="2 day", interval=True)
        tgis.register_maps_in_space_time_dataset(type="raster", name="D", maps="d1,d2,d3",
                                                 start="2001-01-03", increment="1 day", interval=True)
        tgis.register_maps_in_space_time_dataset(type="raster", name=None,  maps="singletmap",
                                                start="2001-01-03", end="2001-01-04")

    def tearDown(self):
        self.runModule("t.remove", flags="rf", inputs="R", quiet=True)

    @classmethod
    def tearDownClass(cls):
        """Remove the temporary region
        """
        cls.runModule("t.remove", flags="rf", inputs="A,B,C,D", quiet=True)
        cls.runModule("t.unregister", maps="singletmap", quiet=True)
        cls.del_temp_region()

    def test_temporal_extent1(self):
        """Testing the temporal extent operators. """
        ta = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        ta.parse(expression="R = A {:,during,r} C",   basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        maplist = D.get_registered_maps_as_objects()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 2)
        self.assertEqual(D.metadata.get_max_max(), 3)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 2))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))
        self.assertEqual( D.check_temporal_topology(),  False)
        self.assertEqual(D.get_granularity(),  u'2 days')

        ta = tgis.TemporalRasterAlgebraParser(run=True, debug=True, dry_run=True)
        pc = ta.parse(expression="R = A {:,during,r} C", basename="r", overwrite=True)

        self.assertEqual(len(pc["register"]), 2)
        self.assertEqual(len(pc["processes"]), 2)
        self.assertEqual(pc["processes"][0]["name"], "r.mapcalc")
        self.assertEqual(pc["processes"][1]["name"], "r.mapcalc")
        self.assertEqual(pc["STDS"]["name"], "R")
        self.assertEqual(pc["STDS"]["stdstype"], "strds")

    def test_temporal_conditional_time_dimension_bug(self):
        """Testing the conditional time dimension bug, that uses the time
            dimension of the conditional statement instead the time dimension
            of the then/else statement."""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = if({contains}, B == 5,  A - 1,  A + 1)", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 0) # 1 - 1
        self.assertEqual(D.metadata.get_max_max(), 5) # 4 + 1
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_simple_arith_hash_1(self):
        """Simple arithmetic test including the hash operator

        R = A + (A {#, equal,l} A)

        Since map times are equal, the number of maps in A that are equal to A is 1:

        R = A + 1

        r1 = a1 + 1
        r2 = a2 + 1
        r3 = a3 + 1
        r4 = a4 + 1

        """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = A + (A {#, equal,l} A)', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 2)
        self.assertEqual(D.metadata.get_max_max(), 5)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))


    def test_simple_arith_td_1(self):
        """Simple arithmetic test

        R = A + td(A)

        Since maps in A have a length of one day, th expression equals:

        R = A + 1

        r1 = a1 + 1
        r2 = a2 + 1
        r3 = a3 + 1
        r4 = a4 + 1

        """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = A + td(A)', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 2)
        self.assertEqual(D.metadata.get_max_max(), 5)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_simple_arith_td_2(self):
        """Simple arithmetic test

        R = A / td(A)

        Since maps in A have a length of one day, th expression equals:

        R = A / 1

        r1 = a1 / 1
        r2 = a2 / 1
        r3 = a3 / 1
        r4 = a4 / 1
        """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = A / td(A)', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 1)
        self.assertEqual(D.metadata.get_max_max(), 4)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_simple_arith_td_3(self):
        """Simple arithmetic test

        R = A {+,equal} td(A)

        Since maps in A have a length of one day, th expression equals:

        R = A + 1

        r1 = a1 + 1
        r2 = a2 + 1
        r3 = a3 + 1
        r4 = a4 + 1

        """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = A {+,equal} td(A)', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 2)
        self.assertEqual(D.metadata.get_max_max(), 5)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))


    def test_simple_arith_td_4(self):
        """Simple arithmetic test

        R = A {/, equal} td(A)

        Since maps in A have a length of one day, th expression equals:

        R = A + 1

        r1 = a1 + 1
        r2 = a2 + 1
        r3 = a3 + 1
        r4 = a4 + 1

        """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = A {/, equal} td(A)', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 1)
        self.assertEqual(D.metadata.get_max_max(), 4)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))


    def test_simple_arith_if_1(self):
        """Simple arithmetic test with if condition

        R = if({equal}, start_date(A) >= "2001-01-02", A + A)

        because start_date(A) will select a2, a3 and a4 the result is:

        r2 = a2 + a2
        r3 = a3 + a3
        r4 = a4 + a4

        """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = if({equal}, start_date(A) >= "2001-01-02", A + A)', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 3)
        self.assertEqual(D.metadata.get_min_min(), 4)
        self.assertEqual(D.metadata.get_max_max(), 8)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 2))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_simple_arith_if_2(self):
        """Simple arithmetic test with if condition

        R = if({equal}, A#A == 1, A - A)

        because:

        a1 # a1 == 1
        a2 # a2 == 1
        a3 # a3 == 1
        a4 # a4 == 1

        The result is:

        r1 = a1 - a1
        r2 = a2 - a2
        r3 = a3 - a3
        r4 = a4 - a4

        """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = if({equal}, A#A == 1, A - A)', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 0)
        self.assertEqual(D.metadata.get_max_max(), 0)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_complex_arith_if_1(self):
        """Complex arithmetic test with if condition

        R = if(start_date(A) < "2001-01-03" && A#A == 1, A{+, starts,l}C, A{+, finishes,l}C)

        IF: start_date(a) < "2001-01-03" selects a1 and a2 AND A#A == 1 is True for all maps in A

        THEN: a1 and a2 are used for equal topological relations of the *then* condition
              The *starts* topological operation will compute: a2 + c1

        ELSE: a1, a2, a3, and a4 are used in the *else condition*, the finished topological condition
              will compute a3 + c1

        """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = if(start_date(A) < "2001-01-03" && A#A == 1, A{+, starts,l}C, A{+, finishes,l}C)', \
                  basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 9)  # 2 + 7 a2 + c1
        self.assertEqual(D.metadata.get_max_max(), 10) # 3 + 7 a3 + c1
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 2))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))

    def test_simple_arith_1(self):
        """Simple arithmetic test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A {*, equal} A {+, equal} A", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 2)  # 1*1 + 1
        self.assertEqual(D.metadata.get_max_max(), 20) # 4*4 + 4
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_simple_arith_2(self):
        """Simple arithmetic test that creates an empty strds"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A {*, during} A {+, during} A", basename="r", overwrite=True)
        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 0)

    def test_simple_arith_3(self):
        """Simple arithmetic test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A / A + A*A/A", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 2) # 1/1 + 1*1/1
        self.assertEqual(D.metadata.get_max_max(), 5) # 4/4 + 4*4/4
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_temporal_intersection_1(self):
        """Simple temporal intersection test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A {+,equal,i} B", basename="r", overwrite=True)
        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 0)

    def test_temporal_intersection_2(self):
        """Simple temporal intersection test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A {+,during,i} B", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 6) # 1 + 5
        self.assertEqual(D.metadata.get_max_max(), 10) # 4 + 6
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_temporal_intersection_3(self):
        """Simple temporal intersection test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A {+,starts,i} B", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 6) # 1 + 5
        self.assertEqual(D.metadata.get_max_max(), 9) # 3 + 6
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))

    def test_temporal_intersection_4(self):
        """Simple temporal intersection test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A {+,finishes,intersect} B", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 7)  # 2 + 5
        self.assertEqual(D.metadata.get_max_max(), 10) # 4 + 6
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 2))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_temporal_intersection_5(self):
        """Simple temporal intersection test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A {+,starts|finishes,i} B", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 6)  # 1 + 5
        self.assertEqual(D.metadata.get_max_max(), 10) # 4 + 6
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_temporal_intersection_6(self):
        """Simple temporal intersection test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = B {+,overlaps,u} C", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 1)
        self.assertEqual(D.metadata.get_min_min(), 12) # 5 + 7
        self.assertEqual(D.metadata.get_max_max(), 12) # 5 + 7
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))

    def test_temporal_intersection_7(self):
        """Simple temporal intersection test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = B {+,overlapped,u} C", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 1)
        self.assertEqual(D.metadata.get_min_min(), 13) # 6 + 7
        self.assertEqual(D.metadata.get_max_max(), 13) # 6 + 7
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 2))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_temporal_intersection_8(self):
        """Simple temporal intersection test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = A {+,during,l} buff_t(C, "1 day") ',
                  basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 8)  # 1 + 7  a1 + c1
        self.assertEqual(D.metadata.get_max_max(), 11) # 4 + 7  a4 + c1
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))

    def test_temporal_neighbors_1(self):
        """Simple temporal neighborhood computation test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = A[-1] + A[1]',
                  basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 4)  # 1 + 3
        self.assertEqual(D.metadata.get_max_max(), 6) # 2 + 4
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 2))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))

    def test_temporal_neighbors_2(self):
        """Simple temporal neighborhood computation test"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = A[0,0,-1] + A[0,0,1]',
                  basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 4)  # 1 + 3
        self.assertEqual(D.metadata.get_max_max(), 6) # 2 + 4
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 2))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))

    def test_tmap_function1(self):
        """Testing the tmap function. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = tmap(singletmap)', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        maplist = D.get_registered_maps_as_objects()
        self.assertEqual(D.metadata.get_number_of_maps(), 1)
        self.assertEqual(D.metadata.get_min_min(), 99)
        self.assertEqual(D.metadata.get_max_max(), 99)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 3))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_tmap_function2(self):
        """Testing the tmap function. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = tmap(singletmap) + 1', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        maplist = D.get_registered_maps_as_objects()
        self.assertEqual(D.metadata.get_number_of_maps(), 1)
        self.assertEqual(D.metadata.get_min_min(), 100)
        self.assertEqual(D.metadata.get_max_max(), 100)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 3))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_map_function1(self):
        """Testing the map function. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R = map(singlemap) + A', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        maplist = D.get_registered_maps_as_objects()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 101)
        self.assertEqual(D.metadata.get_max_max(), 104)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_map_function2(self):
        """Testing the map function. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression='R =  A * map(singlemap)', basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        maplist = D.get_registered_maps_as_objects()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 100)
        self.assertEqual(D.metadata.get_max_max(), 400)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_temporal_select(self):
        """Testing the temporal select operator. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A : A", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 1)
        self.assertEqual(D.metadata.get_max_max(), 4)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_temporal_select(self):
        """Testing the temporal select operator. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A : D", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 3)
        self.assertEqual(D.metadata.get_max_max(), 4)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 3))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_temporal_select_operators1(self):
        """Testing the temporal select operator. Including temporal relations. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A : D", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 3)
        self.assertEqual(D.metadata.get_max_max(), 4)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 3))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_temporal_select_operators2(self):
        """Testing the temporal select operator. Including temporal relations. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A {!:,during} C", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 1)
        self.assertEqual(D.metadata.get_max_max(), 4)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_temporal_select_operators3(self):
        """Testing the temporal select operator. Including temporal relations and
            different temporal operators (lr|+&)"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A {:,during,d} B", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), 1)
        self.assertEqual(D.metadata.get_max_max(), 4)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  False)
        self.assertEqual(D.get_granularity(),  u'2 days')

    def test_temporal_select_operators4(self):
        """Testing the temporal select operator. Including temporal relations and
            different temporal operators (lr|+&)"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A {:,equal|during,r} C", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        maplist = D.get_registered_maps_as_objects()
        for map_i in maplist:
            start_map, end_map = map_i.get_absolute_time()
            self.assertEqual(start_map, datetime.datetime(2001, 1, 2))
            self.assertEqual(end_map, datetime.datetime(2001, 1, 4))
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 2)
        self.assertEqual(D.metadata.get_max_max(), 3)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 2))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))
        self.assertEqual( D.check_temporal_topology(),  False)
        self.assertEqual(D.get_granularity(),  u'2 days')

    def test_temporal_hash_operator1(self):
        """Testing the temporal hash operator in the raster algebra. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = if(A # D == 1, A)", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 3)
        self.assertEqual(D.metadata.get_max_max(), 4)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 3))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_temporal_hash_operator2(self):
        """Testing the temporal hash operator in the raster algebra. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = A # D", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 1)
        self.assertEqual(D.metadata.get_max_max(), 1)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 3))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_temporal_hash_operator3(self):
        """Testing the temporal hash operator in the raster algebra. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = C {#,contains} A", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 1)
        self.assertEqual(D.metadata.get_min_min(), 2)
        self.assertEqual(D.metadata.get_max_max(), 2)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 2))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'2 days')

    def test_temporal_hash_operator4(self):
        """Testing the temporal hash operator in the raster algebra. """
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = if({contains},A # D == 1, C {#,contains} A)", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 1)
        self.assertEqual(D.metadata.get_min_min(), 2)
        self.assertEqual(D.metadata.get_max_max(), 2)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 2))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'2 days')

    def test_raster_arithmetic_relation_1(self):
        """Arithmetic test with temporal intersection"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = B {+,contains,l} A ", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 8)
        self.assertEqual(D.metadata.get_max_max(), 13)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'2 days')

    def test_raster_arithmetic_relation_2(self):
        """Arithmetic test with temporal intersection"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = B {*,contains,l} A ", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 10)
        self.assertEqual(D.metadata.get_max_max(), 72)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'2 days')

    def test_raster_arithmetic_relation_3(self):
        """Arithmetic test with temporal intersection"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = B {+,contains,l} A ", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 2)
        self.assertEqual(D.metadata.get_min_min(), 8)
        self.assertEqual(D.metadata.get_max_max(), 13)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'2 days')

    def test_raster_arithmetic_relation_4(self):
        """Arithmetic test with temporal intersection"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = B {+,contains,r} A ", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(),4)
        self.assertEqual(D.metadata.get_min_min(), 8)
        self.assertEqual(D.metadata.get_max_max(), 13)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_raster_arithmetic_relation_5(self):
        """Complex arithmetic test with temporal intersection"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        tra.parse(expression="R = tmap(singletmap) {+,equal| precedes| follows,l} A + map(singlemap)", basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(),1)
        self.assertEqual(D.metadata.get_min_min(), 208)
        self.assertEqual(D.metadata.get_max_max(), 208)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 3))
        self.assertEqual(end, datetime.datetime(2001, 1, 4))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

    def test_capacity_1(self):
        """Arithmetic test with temporal intersection"""
        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True)
        expr = "R = (((((((A + A) - A) * A) / A) % A) - td(A)) - (A # A))"
        tra.parse(expression=expr, basename="r", overwrite=True)

        D = tgis.open_old_stds("R", type="strds")
        D.select()
        self.assertEqual(D.metadata.get_number_of_maps(), 4)
        self.assertEqual(D.metadata.get_min_min(), -2)
        self.assertEqual(D.metadata.get_max_max(), -2)
        start, end = D.get_absolute_time()
        self.assertEqual(start, datetime.datetime(2001, 1, 1))
        self.assertEqual(end, datetime.datetime(2001, 1, 5))
        self.assertEqual( D.check_temporal_topology(),  True)
        self.assertEqual(D.get_granularity(),  u'1 day')

        tra = tgis.TemporalRasterAlgebraParser(run=True, debug=True, dry_run=True)
        pc = tra.parse(expression=expr, basename="r", overwrite=True)

        self.assertEqual(len(pc["register"]), 4)
        self.assertEqual(len(pc["processes"]), 4)
        self.assertEqual(pc["STDS"]["name"], "R")
        self.assertEqual(pc["STDS"]["stdstype"], "strds")

if __name__ == '__main__':
    test()