Geografic-Information-System/lib/python/temporal/temporal_raster_base_algebra.py

"""@package grass.temporal

Temporal raster algebra

(C) 2013 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: Thomas Leppelt and Soeren Gebbert

.. code-block:: python

    >>> p = TemporalRasterAlgebraLexer()
    >>> p.build()
    >>> p.debug = True
    >>> expression =  'R = A {+,equal,l} B'
    >>> p.test(expression)
    R = A {+,equal,l} B
    LexToken(NAME,'R',1,0)
    LexToken(EQUALS,'=',1,2)
    LexToken(NAME,'A',1,4)
    LexToken(T_ARITH2_OPERATOR,'{+,equal,l}',1,6)
    LexToken(NAME,'B',1,18)
    >>> expression =  'R = A {*,equal|during,r} B'
    >>> p.test(expression)
    R = A {*,equal|during,r} B
    LexToken(NAME,'R',1,0)
    LexToken(EQUALS,'=',1,2)
    LexToken(NAME,'A',1,4)
    LexToken(T_ARITH1_OPERATOR,'{*,equal|during,r}',1,6)
    LexToken(NAME,'B',1,25)
    >>> expression =  'R = A {+,equal|during} B'
    >>> p.test(expression)
    R = A {+,equal|during} B
    LexToken(NAME,'R',1,0)
    LexToken(EQUALS,'=',1,2)
    LexToken(NAME,'A',1,4)
    LexToken(T_ARITH2_OPERATOR,'{+,equal|during}',1,6)
    LexToken(NAME,'B',1,23)

"""
from __future__ import print_function
import grass.pygrass.modules as pymod
from .temporal_operator import *
from .temporal_algebra import *

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

class TemporalRasterAlgebraLexer(TemporalAlgebraLexer):
    """Lexical analyzer for the GRASS GIS temporal algebra"""

    def __init__(self):
        TemporalAlgebraLexer.__init__(self)

    # Supported r.mapcalc functions.
    mapcalc_functions = {
        'exp'     : 'EXP',
        'log'     : 'LOG',
        'sqrt'    : 'SQRT',
        'abs'     : 'ABS',
        'cos'     : 'COS',
        'acos'    : 'ACOS',
        'sin'     : 'SIN',
        'asin'    : 'ASIN',
        'tan'     : 'TAN',
        'double'  : 'DOUBLE',
        'float'   : 'FLOATEXP',
        'int'     : 'INTEXP',
        'isnull'  : 'ISNULL',
        'isntnull': 'ISNTNULL',
        'null'    : 'NULL',
        'exist'   : 'EXIST',
    }

    # Functions that defines single maps with time stamp and without temporal extent.
    map_functions = {'map' : 'MAP'}

    # This is the list of token names.
    raster_tokens = (
        'MOD',
        'DIV',
        'MULT',
        'ADD',
        'SUB',
        'T_ARITH1_OPERATOR',
        'T_ARITH2_OPERATOR',
        'L_SPAREN',
        'R_SPAREN',
    )

    # Build the token list
    tokens = TemporalAlgebraLexer.tokens \
                    + raster_tokens \
                    + tuple(mapcalc_functions.values()) \
                    + tuple(map_functions.values())

    # Regular expression rules for simple tokens
    t_MOD                 = r'[\%]'
    t_DIV                 = r'[\/]'
    t_MULT                = r'[\*]'
    t_ADD                 = r'[\+]'
    t_SUB                 = r'[-]'
    t_T_ARITH1_OPERATOR   = r'\{[\%\*\/][,]?[a-zA-Z\| ]*([,])?([lrudi]|left|right|union|disjoint|intersect)?\}'
    t_T_ARITH2_OPERATOR   = r'\{[+-][,]?[a-zA-Z\| ]*([,])?([lrudi]|left|right|union|disjoint|intersect)?\}'
    t_L_SPAREN            = r'\['
    t_R_SPAREN            = r'\]'

    # Parse symbols
    def temporal_symbol(self, t):
        # Check for reserved words
        if t.value in TemporalRasterAlgebraLexer.time_functions.keys():
            t.type = TemporalRasterAlgebraLexer.time_functions.get(t.value)
        elif t.value in TemporalRasterAlgebraLexer.datetime_functions.keys():
            t.type = TemporalRasterAlgebraLexer.datetime_functions.get(t.value)
        elif t.value in TemporalRasterAlgebraLexer.conditional_functions.keys():
            t.type = TemporalRasterAlgebraLexer.conditional_functions.get(t.value)
        elif t.value in TemporalRasterAlgebraLexer.mapcalc_functions.keys():
            t.type = TemporalRasterAlgebraLexer.mapcalc_functions.get(t.value)
        elif t.value in TemporalRasterAlgebraLexer.map_functions.keys():
            t.type = TemporalRasterAlgebraLexer.map_functions.get(t.value)
        else:
            t.type = 'NAME'
        return t

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

class TemporalRasterBaseAlgebraParser(TemporalAlgebraParser):
    """The temporal algebra class"""

    # Get the tokens from the lexer class
    tokens = TemporalRasterAlgebraLexer.tokens

    # Setting equal precedence level for select and hash operations.
    precedence = (
        ('left', 'T_SELECT_OPERATOR', 'T_SELECT', 'T_NOT_SELECT'), # 1
        ('left', 'ADD', 'SUB', 'T_ARITH2_OPERATOR',  'T_HASH_OPERATOR',  'HASH'), #2
        ('left', 'AND', 'OR', 'T_COMP_OPERATOR', 'MOD', 'DIV', 'MULT',
         'T_ARITH1_OPERATOR'))

    def __init__(self, pid=None, run=True,
                 debug=False, spatial=False,
                 register_null=False,
                 dry_run=False, nprocs=1):

        TemporalAlgebraParser.__init__(self, pid=pid, run=run, debug=debug,
                                       spatial=spatial, register_null=register_null,
                                       dry_run=dry_run, nprocs=nprocs)

    def check_null(self, t):
        try:
            int(t)
            return t
        except ValueError:
            return "null()"

    ######################### Temporal functions ##############################
    def get_temporal_topo_list(self, maplistA, maplistB=None, topolist=["EQUAL"],
                               assign_val=False, count_map=False, compare_bool=False,
                               compare_cmd=False,  compop=None, aggregate=None,
                               new=False,  convert=False,  operator_cmd=False):
        """Build temporal topology for two space time data sets, copy map objects
          for given relation into map list.

          :param maplistA: List of maps.
          :param maplistB: List of maps.
          :param topolist: List of strings of temporal relations.
          :param assign_val: Boolean for assigning a boolean map value based on
                            the map_values from the compared map list by
                            topological relationships.
          :param count_map: Boolean if the number of topological related maps
                           should be returned.
          :param compare_bool: Boolean for comparing boolean map values based on
                            related map list and compariosn operator.
          :param compare_cmd: Boolean for comparing command list values based on
                            related map list and compariosn operator.
          :param compop: Comparison operator, && or ||.
          :param aggregate: Aggregation operator for relation map list, & or |.
          :param new: Boolean if new temporary maps should be created.
          :param convert: Boolean if conditional values should be converted to
                        r.mapcalc command strings.
          :param operator_cmd: Boolean for aggregate arithmetic operators implicitly
                        in command list values based on related map lists.

          :return: List of maps from maplistA that fulfil the topological relationships
                  to maplistB specified in topolist.
        """
        topologylist = ["EQUAL", "FOLLOWS", "PRECEDES", "OVERLAPS", "OVERLAPPED",
                        "DURING", "STARTS", "FINISHES", "CONTAINS", "STARTED",
                        "FINISHED"]
        complementdict = {"EQUAL": "EQUAL", "FOLLOWS" : "PRECEDES",
                          "PRECEDES" : "FOLLOWS", "OVERLAPS" : "OVERLAPPED",
                          "OVERLAPPED" : "OVERLAPS", "DURING" : "CONTAINS",
                          "CONTAINS" : "DURING", "STARTS" : "STARTED",
                          "STARTED" : "STARTS", "FINISHES" : "FINISHED",
                          "FINISHED" : "FINISHES"}
        resultdict = {}
        # Check if given temporal relation are valid.
        for topo in topolist:
          if topo.upper() not in topologylist:
              raise SyntaxError("Unpermitted temporal relation name '" + topo + "'")

        # Create temporal topology for maplistA to maplistB.
        tb = SpatioTemporalTopologyBuilder()
        # Dictionary with different spatial variables used for topology builder.
        spatialdict = {'strds' : '2D', 'stvds' : '2D', 'str3ds' : '3D'}
        # Build spatial temporal topology
        if self.spatial:
            tb.build(maplistA, maplistB, spatial = spatialdict[self.stdstype])
        else:
            tb.build(maplistA, maplistB)
        # Iterate through maps in maplistA and search for relationships given
        # in topolist.
        for map_i in maplistA:
            tbrelations = map_i.get_temporal_relations()
            # Check for boolean parameters for further calculations.
            if assign_val:
                self.assign_bool_value(map_i,  tbrelations,  topolist)
            elif compare_bool:
                self.compare_bool_value(map_i,  tbrelations, compop, aggregate, topolist)
            elif compare_cmd:
                self.compare_cmd_value(map_i,  tbrelations, compop, aggregate, topolist, convert)
            elif operator_cmd:
                self.operator_cmd_value(map_i,  tbrelations, compop, topolist)

            for topo in topolist:
                if topo.upper() in tbrelations.keys():
                    if count_map:
                        relationmaplist = tbrelations[topo.upper()]
                        gvar = GlobalTemporalVar()
                        gvar.td = len(relationmaplist)
                        if "map_value" in dir(map_i):
                            map_i.map_value.append(gvar)
                        else:
                            map_i.map_value = gvar
                    # Use unique identifier, since map names may be equal
                    resultdict[map_i.uid] = map_i
        resultlist = resultdict.values()

        # Sort list of maps chronological.
        resultlist = sorted(resultlist, key = AbstractDatasetComparisonKeyStartTime)

        return(resultlist)

    def build_command_string(self, map_i,  relmap, operator = None, cmd_type = None):
        """This function build the r.mapcalc command string for conditionals,
            spatial variable combinations and boolean comparisons.

            For Example: 'if(a1 == 1, b1, c2)' or 'exist(a1) && sin(b1)'

            :param map_i: map object with temporal extent and built relations.
            :param relmap: map object with defined temporal relation to map_i.
            :param operator: String representing operator between two spatial variables
                            (&&,||,+,-,*,/).
            :param cmd_type: map object with defined temporal relation to map_i:
                            condition, conclusion or operator.

            :return: the resulting command string for conditionals or spatial variable
                combinations
        """
        def sub_cmdstring(map_i):
            """This function search for command string in a map object and
            return substitute string (contained commandstring or map name)"""
            if "cmd_list" in dir(map_i):
                map_sub = map_i.cmd_list
            elif "map_value" in dir(map_i) and len(map_i.map_value) > 0 and map_i.map_value[0].get_type() == "timediff":
                map_sub = map_i.map_value[0].get_type_value()[0]
            else:
                try:
                    map_sub = map_i.get_id()
                except:
                    map_sub = map_i
            return(map_sub)

        # Check  for type of operation, conditional or spatial variable combination
        # and Create r.mapcalc expression string for the operation.
        cmdstring = ""
        if cmd_type == 'condition':
            conditionsub = sub_cmdstring(map_i)
            conclusionsub = sub_cmdstring(relmap)
            cmdstring = "if(%s, %s)" %(conditionsub, conclusionsub)
        elif cmd_type == 'conclusion':
            thensub = sub_cmdstring(map_i)
            elsesub = sub_cmdstring(relmap)
            cmdstring = "%s, %s" %(thensub, elsesub)
        elif cmd_type == 'operator':
            leftsub = sub_cmdstring(map_i)
            rightsub = sub_cmdstring(relmap)
            if operator == None:
                self.msgr.fatal("Error: Can't build command string for map %s, operator is missing"
                    %(map_i.get_map_id()))
            cmdstring = "(%s %s %s)" %(leftsub, operator,  rightsub)
        return(cmdstring)

    def compare_cmd_value(self,  map_i, tbrelations, compop, aggregate,
                                                topolist = ["EQUAL"],  convert = False):
        """ Function to evaluate two map lists with boolean values by boolean
            comparison operator. Extended temporal algebra version with command
            list builder for temporal raster algebra.

            :param map_i: Map object with temporal extent.
            :param tbrelations: List of temporal relation to map_i.
            :param topolist: List of strings for given temporal relations.
            :param compop: Comparison operator, && or ||.
            :param aggregate: Aggregation operator for relation map list, & or |.
            :param convert: Boolean if conditional values should be converted to
                        r.mapcalc command strings.

            :return: Map object with conditional value that has been evaluated by
                        comparison operators.
        """
        # Build comandlist list with elements from related maps and given relation operator.
        if convert and "condition_value" in dir(map_i):
            if map_i.condition_value != []:
                cmdstring = str(int(map_i.condition_value[0]))
                map_i.cmd_list = cmdstring
        if "cmd_list" in dir(map_i):
            leftcmd = map_i.cmd_list
            cmd_value_list = [leftcmd]
        count = 0

        for topo in topolist:
            if topo.upper() in tbrelations.keys():
                relationmaplist = tbrelations[topo.upper()]
                if count == 0 and "cmd_list" in dir(map_i):
                    cmd_value_list.append(compop)
                    cmd_value_list.append('(')
                for relationmap in relationmaplist:
                    if convert and "condition_value" in dir(relationmap):
                        if relationmap.condition_value != []:
                            cmdstring = str(int(relationmap.condition_value[0]))
                            relationmap.cmd_list = cmdstring
                    if "cmd_list" in dir(relationmap):
                        if count > 0:
                            cmd_value_list.append(aggregate + aggregate)
                        cmd_value_list.append(relationmap.cmd_list)
                        count = count + 1
        if count > 0:
            cmd_value_list.append(')')
            cmd_value_str = ''.join(map(str, cmd_value_list))
            # Add command list to result map.
            map_i.cmd_list = cmd_value_str

            return(cmd_value_str)

    def operator_cmd_value(self,  map_i, tbrelations, operator, topolist = ["EQUAL"]):
        """ Function to evaluate two map lists by given arithmetic operator.

            :param map_i: Map object with temporal extent.
            :param tbrelations: List of temporal relation to map_i.
            :param topolist: List of strings for given temporal relations.
            :param operator: Arithmetic operator, +-*/%.

            :return: Map object with command list with  operators that has been
                        evaluated by implicit aggregration.
        """
        # Build comandlist list with elements from related maps and given relation operator.
        leftcmd = map_i
        cmdstring = ""
        for topo in topolist:
            if topo.upper() in tbrelations.keys():
                relationmaplist = tbrelations[topo.upper()]
                for relationmap in relationmaplist:
                    # Create r.mapcalc expression string for the operation.
                    cmdstring = self.build_command_string(leftcmd,
                                                          relationmap,
                                                          operator=operator,
                                                          cmd_type="operator")
                    leftcmd = cmdstring
        # Add command list to result map.
        map_i.cmd_list = cmdstring

        return(cmdstring)

    def set_temporal_extent_list(self, maplist, topolist=["EQUAL"], temporal='l' ,
                                 cmd_bool=False, cmd_type=None,  operator=None):
        """ Change temporal extent of map list based on temporal relations to
                other map list and given temporal operator.

            :param maplist: List of map objects for which relations has been build
                                        correctely.
            :param topolist: List of strings of temporal relations.
            :param temporal: The temporal operator specifying the temporal
                                            extent operation (intersection, union, disjoint
                                            union, right reference, left reference).
            :param cmd_bool: Boolean if command string should be merged for related maps.
            :param cmd_type: map object with defined temporal relation to map_i:
                            condition, conclusion or operator.
            :param operator: String defining the type of operator.

            :return: Map list with specified temporal extent and optional command string.
        """
        resultdict = {}

        for map_i in maplist:
            # Loop over temporal related maps and create overlay modules.
            tbrelations = map_i.get_temporal_relations()
            # Generate an intermediate map for the result map list.
            map_new = self.generate_new_map(base_map=map_i, bool_op='and',
                                            copy=True,  rename=True)

            # Combine temporal and spatial extents of intermediate map with related maps.
            for topo in topolist:
                if topo in tbrelations.keys():
                    for map_j in (tbrelations[topo]):
                        if temporal == 'r':
                            # Generate an intermediate map for the result map list.
                            map_new = self.generate_new_map(base_map=map_i, bool_op='and',
                                                            copy=True,  rename=True)
                        # Create overlayed map extent.
                        returncode = self.overlay_map_extent(map_new, map_j, 'and',
                                                             temp_op = temporal)

                        # Stop the loop if no temporal or spatial relationship exist.
                        if returncode == 0:
                            break
                        # Append map to result map list.
                        elif returncode == 1:
                            # print(map_new.cmd_list)
                            # resultlist.append(map_new)
                            if cmd_bool:
                                # Create r.mapcalc expression string for the operation.
                                cmdstring = self.build_command_string(map_i,
                                                                      map_j,
                                                                      operator=operator,
                                                                      cmd_type=cmd_type)
                                # Conditional append of module command.
                                map_new.cmd_list = cmdstring
                            # Write map object to result dictionary.
                            resultdict[map_new.uid] = map_new
                    if returncode == 0:
                        break
            # Append map to result map list.
            #if returncode == 1:
            #    resultlist.append(map_new)
        # Get sorted map objects as values from result dictionoary.
        resultlist = resultdict.values()
        resultlist = sorted(resultlist, key = AbstractDatasetComparisonKeyStartTime)

        return(resultlist)

    def build_condition_cmd_list(self, iflist, thenlist,  elselist=None,
                                 condition_topolist=["EQUAL"],
                                 conclusion_topolist=["EQUAL"],
                                 temporal='l', null=False):
        """This function build the r.mapcalc command strings for spatial conditionals.
            For Example: 'if(a1 == 1, b1, c2)'

            :param iflist: Map list with temporal extents and command list.
            :param thenlist: Map list with temporal extents and command list or numeric string.
            :param elselist: Map list with temporal extents and command list or numeric string.
            :param condition_topolist: List of strings for given temporal relations between
                            conditions and conclusions.
            :param conclusion_topolist: List of strings for given temporal relations between
                            conditions (then and else).
            :param temporal: The temporal operator specifying the temporal
                                            extent operation (intersection, union, disjoint
                                            union, right reference, left reference).
            :param null: Boolean if null map support should be activated.

            :return: map list with resulting command string for given condition type.
        """
        resultlist = []
        # First merge conclusion command maplists or strings.
        # Check if alternative conclusion map list is given.
        if all([isinstance(thenlist, list), isinstance(elselist, list)]):
            # Build conclusion command map list.
            conclusiontopolist = self.get_temporal_topo_list(thenlist, elselist,  conclusion_topolist)
            conclusionlist = self.set_temporal_extent_list(conclusiontopolist,
                                                           topolist = conclusion_topolist,
                                                           temporal = temporal ,
                                                           cmd_bool = True,
                                                           cmd_type = "conclusion")
        # Check if any conclusion is a numeric statements.
        elif any([isinstance(thenlist, str), isinstance(elselist, str)]):
            conclusionlist = []
            # Check if only alternative conclusion is a numeric statements.
            if all([isinstance(thenlist, list), isinstance(elselist, str)]):
                listinput = thenlist
                numinput = elselist
                for map_i in listinput:
                    # Create r.mapcalc expression string for the operation.
                    cmdstring = self.build_command_string(map_i,
                                                          numinput,
                                                          cmd_type = 'conclusion')
                    # Conditional append of module command.
                    map_i.cmd_list = cmdstring
                    # Append map to result map list.
                    conclusionlist.append(map_i)
            # Check if only direct conclusion is a numeric statements.
            elif all([isinstance(thenlist, str), isinstance(elselist, list)]):
                listinput = elselist
                numinput =  thenlist
                for map_i in listinput:
                    # Create r.mapcalc expression string for the operation.
                    cmdstring = self.build_command_string(numinput,
                                                          map_i,
                                                          cmd_type = 'conclusion')
                    # Conditional append of module command.
                    map_i.cmd_list = cmdstring
                    # Append map to result map list.
                    conclusionlist.append(map_i)
            elif all([isinstance(thenlist, str), isinstance(elselist, str)]):
                conclusionlist = thenlist + ',' + elselist
        else:
            # The direct conclusion is used.
            conclusionlist = thenlist
        # Use the conclusion map or string to merge it with the condition and
        # return maplist.
        if isinstance(conclusionlist,  str):
            resultlist = []
            for map_i in iflist:
                # Create r.mapcalc expression string for the operation.
                cmdstring = self.build_command_string(map_i,
                                                      conclusionlist,
                                                      cmd_type = 'condition')
                # Conditional append of module command.
                map_i.cmd_list = cmdstring
                # Append map to result map list.
                resultlist.append(map_i)
            return(resultlist)
        elif isinstance(conclusionlist,  list):
            # Build result command map list between conditions and conclusions.
            conditiontopolist = self.get_temporal_topo_list(iflist, conclusionlist,
                                                            topolist=condition_topolist)
            resultlist = self.set_temporal_extent_list(conditiontopolist,
                                                       topolist=condition_topolist,
                                                       temporal='r',
                                                       cmd_bool=True,
                                                       cmd_type="condition")
            return(resultlist)

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

    def p_statement_assign(self, t):
        # This function executes the processing of raster/raster3d algebra
        # that was build based on the expression
        """
        statement : stds EQUALS expr
        """
        if self.run:
            # Create the process queue for parallel mapcalc processing
            if self.dry_run is False:
                process_queue = pymod.ParallelModuleQueue(int(self.nprocs))

            if isinstance(t[3], list):
                num = len(t[3])
                count = 0
                register_list = []
                for i in range(num):
                    # Check if resultmap names exist in GRASS database.
                    map_name = self.basename + "_" + str(i) + "@" + self.mapset
                    if self.stdstype == "strds":
                        new_map = RasterDataset(map_name)
                    else:
                        new_map = Raster3DDataset(map_name)
                    if new_map.map_exists() and self.overwrite == False:
                        self.msgr.fatal("Error maps with basename %s exist. "
                                        "Use --o flag to overwrite existing file"%map_name)
                map_test_list = []
                for map_i in t[3]:
                    newident = self.basename + "_" + str(count)
                    if "cmd_list" in dir(map_i):
                        # Build r.mapcalc module and execute expression.
                        # Change map name to given basename.
                        # Create deepcopy of r.mapcalc module.

                        map_test = map_i.get_new_instance(newident + "@" + self.mapset)
                        map_test.set_temporal_extent(map_i.get_temporal_extent())
                        map_test.set_spatial_extent(map_i.get_spatial_extent())
                        map_test_list.append(map_test)

                        m = copy.deepcopy(self.m_mapcalc)
                        m_expression = newident + "=" + map_i.cmd_list
                        m.inputs["expression"].value = str(m_expression)
                        m.flags["overwrite"].value = self.overwrite
                        #print(m.get_bash())
                        self.process_chain_dict["processes"].append(m.get_dict())

                        if self.dry_run is False:
                            process_queue.put(m)

                    elif map_i.map_exists():
                        # Copy map if it exists b = a
                        map_test = map_i.get_new_instance(newident + "@" + self.mapset)
                        map_test.set_temporal_extent(map_i.get_temporal_extent())
                        map_test.set_spatial_extent(map_i.get_spatial_extent())
                        map_test_list.append(map_test)

                        m = copy.deepcopy(self.m_mapcalc)
                        m_expression = newident + "=" + map_i.get_map_id()
                        m.inputs["expression"].value = str(m_expression)
                        m.flags["overwrite"].value = self.overwrite

                        #print(m.get_bash())

                        self.process_chain_dict["processes"].append(m.get_dict())

                        if self.dry_run is False:
                            process_queue.put(m)

                    else:
                        self.msgr.error(_("Error computing map <%s>"%map_i.get_id()))
                    count += 1

                if self.dry_run is False:
                    process_queue.wait()

                for map_i in map_test_list:
                    register_list.append(map_i)

                # Open connection to temporal database.
                dbif, connect = init_dbif(self.dbif)

                # Create result space time dataset.
                if self.dry_run is False:
                    resultstds = open_new_stds(t[1], self.stdstype,
                                               'absolute', t[1], t[1],
                                               'mean', self.dbif,
                                               overwrite = self.overwrite)
                for map_i in register_list:

                    # Put the map into the process dictionary
                    start, end = map_i.get_temporal_extent_as_tuple()
                    self.process_chain_dict["register"].append((map_i.get_name(), str(start), str(end)))

                    if self.dry_run is False:
                        # Get meta data from grass database.
                        map_i.load()
                        # Do not register empty maps if not required
                        # In case of a null map continue, do not register null maps
                        if map_i.metadata.get_min() is None and \
                           map_i.metadata.get_max() is None:
                            if not self.register_null:
                                self.removable_maps[map_i.get_name()] = map_i
                                continue

                    if map_i.is_in_db(dbif) and self.overwrite:
                        # Update map in temporal database.
                        if self.dry_run is False:
                            map_i.update_all(dbif)
                    elif map_i.is_in_db(dbif) and self.overwrite is False:
                        # Raise error if map exists and no overwrite flag is given.
                        self.msgr.fatal("Error raster map %s exist in temporal database. "
                                        "Use overwrite flag."%map_i.get_map_id())
                    else:
                        # Insert map into temporal database.
                        if self.dry_run is False:
                            map_i.insert(dbif)
                    # Register map in result space time dataset.
                    if self.dry_run is False:
                        success = resultstds.register_map(map_i, dbif)
                if self.dry_run is False:
                    resultstds.update_from_registered_maps(dbif)

                self.process_chain_dict["STDS"]["name"] = t[1]
                self.process_chain_dict["STDS"]["stdstype"] = self.stdstype
                self.process_chain_dict["STDS"]["temporal_type"] = 'absolute'

                dbif.close()
                t[0] = register_list
                # Remove intermediate maps
                self.remove_maps()

    def p_expr_spmap_function(self, t):
        # Add a single map.
        # Only the spatial extent of the map is evaluated.
        # Temporal extent is not existing.
        # Examples:
        #    R = map(A)
        """
        mapexpr : MAP LPAREN stds RPAREN
        """
        if self.run:
            # Check input map.
            input = t[3]
            if not isinstance(input, list):
                # Check for mapset in given stds input.
                if input.find("@") >= 0:
                    id_input = input
                else:
                    id_input = input + "@" + self.mapset
                # Create empty map dataset.
                map_i = dataset_factory(self.maptype, id_input)
                # Check for occurrence of space time dataset.
                if map_i.map_exists() == False:
                    raise FatalError(_("%s map <%s> not found in GRASS spatial database") %
                        (map_i.get_type(), id_input))
                else:
                    # Select dataset entry from database.
                    map_i.select(dbif=self.dbif)
                    # Create command list for map object.
                    cmdstring = "(%s)" %(map_i.get_map_id())
                    map_i.cmd_list = cmdstring
            # Return map object.
            t[0] = cmdstring
        else:
            t[0] = "map(" + t[3] + ")"

        if self.debug:
            print("map(" + t[3] + ")")

    def p_arith1_operation(self, t):
        """
        expr : stds MOD stds
             | expr MOD stds
             | stds MOD expr
             | expr MOD expr
             | stds DIV stds
             | expr DIV stds
             | stds DIV expr
             | expr DIV expr
             | stds MULT stds
             | expr MULT stds
             | stds MULT expr
             | expr MULT expr
             | stds MOD t_td_var
             | expr MOD t_td_var
             | stds DIV t_td_var
             | expr DIV t_td_var
             | stds MULT t_td_var
             | expr MULT t_td_var
        """
        # Check input stds.
        maplistA = self.check_stds(t[1])
        maplistB = self.check_stds(t[3])

        topolist = self.get_temporal_topo_list(maplistA, maplistB)

        if self.run:
            resultlist = []
            for map_i in topolist:
                # Generate an intermediate map for the result map list.
                map_new = self.generate_new_map(base_map=map_i, bool_op='and', copy=True)
                # Loop over temporal related maps and create overlay modules.
                tbrelations = map_i.get_temporal_relations()
                count = 0
                for map_j in (tbrelations['EQUAL']):
                    # Create overlayed map extent.
                    returncode = self.overlay_map_extent(map_new, map_j, 'and', \
                                                         temp_op='l')
                    # Stop the loop if no temporal or spatial relationship exist.
                    if returncode == 0:
                        break
                    if count == 0:
                        # Set map name.
                        name = map_new.get_id()
                    else:
                        # Generate an intermediate map
                        name = self.generate_map_name()

                    # Create r.mapcalc expression string for the operation.
                    cmdstring = self.build_command_string(map_i, map_j,
                                                          operator=t[2],
                                                          cmd_type="operator")
                    # Conditional append of module command.
                    map_new.cmd_list = cmdstring
                    count += 1
                # Append map to result map list.
                if returncode == 1:
                    resultlist.append(map_new)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_arith1_operation_numeric1(self, t):
        """
        expr : stds MOD number
             | expr MOD number
             | stds DIV number
             | expr DIV number
             | stds MULT number
             | expr MULT number
             | stds MOD numberstr
             | expr MOD numberstr
             | stds DIV numberstr
             | expr DIV numberstr
             | stds MULT numberstr
             | expr MULT numberstr
             | stds MOD mapexpr
             | expr MOD mapexpr
             | stds DIV mapexpr
             | expr DIV mapexpr
             | stds MULT mapexpr
             | expr MULT mapexpr
        """
        # Check input stds.
        maplist = self.check_stds(t[1])

        if self.run:
            resultlist = []
            for map_i in maplist:
                mapinput = map_i.get_id()
                # Create r.mapcalc expression string for the operation.
                if "cmd_list" in dir(map_i):
                    cmdstring = "(%s %s %s)" %(map_i.cmd_list, t[2], t[3])
                else:
                    cmdstring = "(%s %s %s)" %(mapinput, t[2], t[3])
                # Conditional append of module command.
                map_i.cmd_list = cmdstring
                # Append map to result map list.
                resultlist.append(map_i)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)


    def p_arith1_operation_numeric2(self, t):
        """
        expr : number MOD stds
             | number MOD expr
             | number DIV stds
             | number DIV expr
             | number MULT stds
             | number MULT expr
             | numberstr MOD stds
             | numberstr MOD expr
             | numberstr DIV stds
             | numberstr DIV expr
             | numberstr MULT stds
             | numberstr MULT expr
             | mapexpr MOD stds
             | mapexpr MOD expr
             | mapexpr DIV stds
             | mapexpr DIV expr
             | mapexpr MULT stds
             | mapexpr MULT expr
        """
        # Check input stds.
        maplist = self.check_stds(t[3])

        if self.run:
            resultlist = []
            for map_i in maplist:
                mapinput = map_i.get_id()
                # Create r.mapcalc expression string for the operation.
                if "cmd_list" in dir(map_i):
                    cmdstring = "(%s %s %s)" %(t[1], t[2], map_i.cmd_list)
                else:
                    cmdstring = "(%s %s %s)" %(t[1], t[2], mapinput)
                # Conditional append of module command.
                map_i.cmd_list = cmdstring
                # Append map to result map list.
                resultlist.append(map_i)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)


    def p_arith2_operation(self, t):
        """
        expr : stds ADD stds
             | expr ADD stds
             | stds ADD expr
             | expr ADD expr
             | stds SUB stds
             | expr SUB stds
             | stds SUB expr
             | expr SUB expr
             | stds ADD t_td_var
             | expr ADD t_td_var
             | expr SUB t_td_var
             | stds SUB t_td_var

        """
        # Check input stds.
        maplistA = self.check_stds(t[1])
        maplistB = self.check_stds(t[3])
        topolist = self.get_temporal_topo_list(maplistA, maplistB)

        if self.run:
            resultlist = []
            for map_i in topolist:
                # Generate an intermediate map for the result map list.
                map_new = self.generate_new_map(base_map=map_i, bool_op='and', copy=True)

                # Loop over temporal related maps and create overlay modules.
                tbrelations = map_i.get_temporal_relations()
                count = 0
                for map_j in (tbrelations['EQUAL']):
                    # Create overlayed map extent.
                    returncode = self.overlay_map_extent(map_new, map_j, 'and',
                                                         temp_op='l')
                    # Stop the loop if no temporal or spatial relationship exist.
                    if returncode == 0:
                        break
                    if count == 0:
                        # Set map name.
                        name = map_new.get_id()
                    else:
                        # Generate an intermediate map
                        name = self.generate_map_name()

                    # Create r.mapcalc expression string for the operation.
                    cmdstring = self.build_command_string(map_i, map_j,
                                                          operator=t[2],
                                                          cmd_type="operator")
                    # Conditional append of module command.
                    map_new.cmd_list = cmdstring
                    count += 1

                # Append map to result map list.
                if returncode == 1:
                    resultlist.append(map_new)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_arith2_operation_numeric1(self, t):
        """
        expr : stds ADD number
             | expr ADD number
             | stds SUB number
             | expr SUB number
             | stds ADD numberstr
             | expr ADD numberstr
             | stds SUB numberstr
             | expr SUB numberstr
             | stds ADD mapexpr
             | expr ADD mapexpr
             | stds SUB mapexpr
             | expr SUB mapexpr
        """
        # Check input stds.
        maplist = self.check_stds(t[1])

        if self.run:
            resultlist = []
            for map_i in maplist:
                mapinput = map_i.get_id()
                # Create r.mapcalc expression string for the operation.
                if "cmd_list" in dir(map_i):
                    cmdstring = "(%s %s %s)" %(map_i.cmd_list, t[2], t[3])
                else:
                    cmdstring = "(%s %s %s)" %(mapinput, t[2], t[3])
                # Conditional append of module command.
                map_i.cmd_list = cmdstring
                # Append map to result map list.
                resultlist.append(map_i)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_arith2_operation_numeric2(self, t):
        """
        expr : number ADD stds
             | number ADD expr
             | number SUB stds
             | number SUB expr
             | numberstr ADD stds
             | numberstr ADD expr
             | numberstr SUB stds
             | numberstr SUB expr
             | mapexpr ADD stds
             | mapexpr ADD expr
             | mapexpr SUB stds
             | mapexpr SUB expr
        """
        # Check input stds.
        maplist = self.check_stds(t[3])

        if self.run:
            resultlist = []
            for map_i in maplist:
                mapinput = map_i.get_id()
                # Create r.mapcalc expression string for the operation.
                if "cmd_list" in dir(map_i):
                    cmdstring = "(%s %s %s)" %(t[1], t[2], map_i.cmd_list)
                else:
                    cmdstring = "(%s %s %s)" %(t[1], t[2], mapinput)
                # Conditional append of module command.
                map_i.cmd_list = cmdstring
                # Append map to result map list.
                resultlist.append(map_i)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_arith1_operation_relation(self, t):
        """
        expr : stds T_ARITH1_OPERATOR stds
             | expr T_ARITH1_OPERATOR stds
             | stds T_ARITH1_OPERATOR expr
             | expr T_ARITH1_OPERATOR expr
             | stds T_ARITH1_OPERATOR t_td_var
             | expr T_ARITH1_OPERATOR t_td_var
        """
        if self.run:
            # Check input stds.
            maplistA = self.check_stds(t[1])
            maplistB = self.check_stds(t[3])
            relations, temporal, function, aggregate = self.eval_toperator(t[2],  optype='raster')
            # Build conditional values based on topological relationships.
            complist = self.get_temporal_topo_list(maplistA, maplistB, topolist=relations,
                                                   operator_cmd=True, compop=function)
            # Set temporal extent based on topological relationships.
            resultlist = self.set_temporal_extent_list(complist, topolist=relations,
                                                       temporal=temporal)

        t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_arith2_operation_relation(self, t):
        """
        expr : stds T_ARITH2_OPERATOR stds
             | expr T_ARITH2_OPERATOR stds
             | stds T_ARITH2_OPERATOR expr
             | expr T_ARITH2_OPERATOR expr
             | stds T_ARITH2_OPERATOR t_td_var
             | expr T_ARITH2_OPERATOR t_td_var
        """
        if self.run:
            # Check input stds.
            maplistA = self.check_stds(t[1])
            maplistB = self.check_stds(t[3])
            relations, temporal, function, aggregate = self.eval_toperator(t[2],  optype = 'raster')
            # Build conditional values based on topological relationships.
            complist = self.get_temporal_topo_list(maplistA, maplistB, topolist=relations,
                                                   operator_cmd=True, compop=function)
            # Set temporal extent based on topological relationships.
            resultlist = self.set_temporal_extent_list(complist, topolist=relations,
                                                       temporal=temporal)

        t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_arith_operation_numeric_string(self, t):
        """
        numberstr : number ADD number
                  | number SUB number
                  | number DIV number
                  | number MULT number
                  | number MOD number
        """
        numstring = "(%s %s %s)" %(t[1], t[2], t[3])

        t[0] = numstring

        if self.debug:
            print(numstring)

    def p_mapcalc_function(self, t):
        # Supported mapcalc functions.
        """
        mapcalc_arith : ABS
                      | LOG
                      | SQRT
                      | EXP
                      | COS
                      | ACOS
                      | SIN
                      | ASIN
                      | TAN
                      | DOUBLE
                      | FLOATEXP
                      | INTEXP
        """
        t[0] = t[1]

        if self.debug:
            print(t[1])


    def p_mapcalc_operation1(self, t):
        # Examples:
        # sin(A)
        # log(B)
        """
        expr : mapcalc_arith LPAREN stds RPAREN
             | mapcalc_arith LPAREN expr RPAREN
        """
        # Check input stds.
        maplist = self.check_stds(t[3])

        if self.run:
            resultlist = []
            for map_i in maplist:
                # Create r.mapcalc expression string for the operation.
                if "cmd_list" in dir(map_i):
                    cmdstring = "%s(%s)" %(t[1].lower(), map_i.cmd_list)
                else:
                    cmdstring = "%s(%s)" %(t[1].lower(), map_i.get_id())
                # Set new command list for map.
                map_i.cmd_list = cmdstring
                # Append map with updated command list to result list.
                resultlist.append(map_i)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_mapexpr_operation(self, t):
        # Examples:
        # sin(map(a))
        """
        mapexpr : mapcalc_arith LPAREN mapexpr RPAREN
        """
        # Check input stds.
        mapstring = t[3]

        if self.run:
            cmdstring = "%s(%s)" %(t[1].lower(), mapstring)

            t[0] = cmdstring

        if self.debug:
            print(mapstring)

    def p_s_var_expr_1(self, t):
        # Examples:
        #   isnull(A)
        """
        s_var_expr : ISNULL LPAREN stds RPAREN
                   | ISNULL LPAREN expr RPAREN
        """
        # Check input stds.
        maplist = self.check_stds(t[3])

        if self.run:
            resultlist = []
            for map_i in maplist:
                # Create r.mapcalc expression string for the operation.
                if "cmd_list" in dir(map_i):
                    cmdstring = "%s(%s)" %(t[1].lower(), map_i.cmd_list)
                else:
                    cmdstring = "%s(%s)" %(t[1].lower(), map_i.get_id())
                # Set new command list for map.
                map_i.cmd_list = cmdstring
                # Append map with updated command list to result list.
                resultlist.append(map_i)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_var_expr_2(self, t):
        # Examples:
        #   isntnull(A)
        """
        s_var_expr : ISNTNULL LPAREN stds RPAREN
                   | ISNTNULL LPAREN expr RPAREN
        """
        # Check input stds.
        maplist = self.check_stds(t[3])

        if self.run:
            resultlist = []
            for map_i in maplist:
                # Create r.mapcalc expression string for the operation.
                if "cmd_list" in dir(map_i):
                    cmdstring = "!isnull(%s)" %(map_i.cmd_list)
                else:
                    cmdstring = "!isnull(%s)" %(map_i.get_id())
                # Set new command list for map.
                map_i.cmd_list = cmdstring
                # Append map with updated command list to result list.
                resultlist.append(map_i)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_var_expr_3(self, t):
        # Examples:
        #   A <= 2
        """
        s_var_expr : stds comp_op number
                   | expr comp_op number
        """
        # Check input stds.
        maplist = self.check_stds(t[1])

        if self.run:
            resultlist = []
            for map_i in maplist:
                # Create r.mapcalc expression string for the operation.
                if "cmd_list" in dir(map_i):
                    cmdstring = "%s %s %s" %(map_i.cmd_list, t[2], t[3])
                else:
                    cmdstring = "%s %s %s" %(map_i.get_id(), t[2], t[3])
                # Set new command list for map.
                map_i.cmd_list = cmdstring
                # Append map with updated command list to result list.
                resultlist.append(map_i)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_var_expr_4(self, t):
        # Examples:
        #   exist(B)
        """
        s_var_expr : EXIST LPAREN stds RPAREN
                   | EXIST LPAREN expr RPAREN
        """
        # Check input stds.
        maplist = self.check_stds(t[3])

        if self.run:
            resultlist = []
            for map_i in maplist:
                # Create r.mapcalc expression string for the operation.
                if "cmd_list" in dir(map_i):
                    cmdstring = "%s" %(map_i.cmd_list)
                else:
                    cmdstring = "%s" %(map_i.get_id())
                # Set new command list for map.
                map_i.cmd_list = cmdstring
                # Append map with updated command list to result list.
                resultlist.append(map_i)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_var_expr_comp(self, t):
        # Examples:
        #   A <= 2 || B == 10
        #   A < 3 && A > 1
        """
        s_var_expr : s_var_expr AND AND s_var_expr
                   | s_var_expr OR OR s_var_expr
        """
        if self.run:
            # Check input stds.
            s_var_exprA = self.check_stds(t[1])
            s_var_exprB = self.check_stds(t[4])
            relations = ["EQUAL"]
            temporal = "l"
            function = t[2] + t[3]
            aggregate = t[2]
            # Build conditional values based on topological relationships.
            complist = self.get_temporal_topo_list(s_var_exprA, s_var_exprB, topolist=relations,
                                                   compare_cmd=True, compop=function,
                                                   aggregate=aggregate)
            # Set temporal extent based on topological relationships.
            resultlist = self.set_temporal_extent_list(complist, topolist = relations,
                                temporal = temporal)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_var_expr_comp_op(self, t):
        # Examples:
        #   A <= 2 {||} B == 10
        #   A < 3 {&&, equal} A > 1
        """
        s_var_expr : s_var_expr T_COMP_OPERATOR s_var_expr
        """
        if self.run:
            # Check input stds.
            s_var_exprA = self.check_stds(t[1])
            s_var_exprB = self.check_stds(t[3])
            # Evaluate temporal comparison operator.
            relations, temporal, function, aggregate = self.eval_toperator(t[2],  optype='boolean')
            # Build conditional values based on topological relationships.
            complist = self.get_temporal_topo_list(s_var_exprA, s_var_exprB, topolist=relations,
                                                   compare_cmd=True, compop=function,
                                                   aggregate=aggregate)
            # Set temporal extent based on topological relationships.
            resultlist = self.set_temporal_extent_list(complist, topolist=relations,
                                                       temporal=temporal)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_expr_condition_if(self, t):
        # Examples:
        #   if(s_var_expr, B)
        #   if(A == 1, B)
        """
        expr : IF LPAREN s_var_expr COMMA stds RPAREN
             | IF LPAREN s_var_expr COMMA expr RPAREN
             | IF LPAREN ts_var_expr COMMA stds RPAREN
             | IF LPAREN ts_var_expr COMMA expr RPAREN
        """
        ifmaplist = self.check_stds(t[3])
        thenmaplist = self.check_stds(t[5])
        resultlist = self.build_condition_cmd_list(ifmaplist, thenmaplist,
                                                   elselist=None,
                                                   condition_topolist=["EQUAL"],
                                                   conclusion_topolist=["EQUAL"],
                                                   temporal='r', null=False)
        t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_numeric_condition_if(self, t):
        # Examples:
        #   if(s_var_expr, 1)
        #   if(A == 5, 10)
        """
        expr : IF LPAREN s_var_expr COMMA number RPAREN
             | IF LPAREN s_var_expr COMMA NULL LPAREN RPAREN RPAREN
             | IF LPAREN ts_var_expr COMMA number RPAREN
             | IF LPAREN ts_var_expr COMMA NULL LPAREN RPAREN RPAREN
        """
        ifmaplist = self.check_stds(t[3])
        resultlist = []
        # Select input for r.mapcalc expression based on length of PLY object.
        if len(t) == 7:
            numinput = str(t[5])
        elif len(t) == 9:
            numinput = str(t[5] + t[6] + t[7])
        # Iterate over condition map list.
        for map_i in ifmaplist:
            # Create r.mapcalc expression string for the operation.
            cmdstring = self.build_command_string(map_i, numinput, cmd_type = 'condition')
            # Conditional append of module command.
            map_i.cmd_list = cmdstring
            # Append map to result map list.
            resultlist.append(map_i)

        t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_expr_condition_if_relation(self, t):
        # Examples:
        #   if({equal||during}, s_var_expr, A)
        """
        expr : IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA stds RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA expr RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA stds RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA expr RPAREN
        """
        relations, temporal, function,  aggregation = self.eval_toperator(t[3],
                                                                                        optype = 'relation')
        ifmaplist = self.check_stds(t[5])
        thenmaplist = self.check_stds(t[7])
        resultlist = self.build_condition_cmd_list(ifmaplist, thenmaplist,
                                                   elselist=None,
                                                   condition_topolist=relations,
                                                   conclusion_topolist=["EQUAL"],
                                                   temporal='r', null=False)
        t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_expr_condition_elif(self, t):
        # Examples:
        #   if(s_var_expr, A, B)
        """
        expr : IF LPAREN s_var_expr COMMA stds COMMA stds RPAREN
             | IF LPAREN s_var_expr COMMA stds COMMA expr RPAREN
             | IF LPAREN s_var_expr COMMA expr COMMA stds RPAREN
             | IF LPAREN s_var_expr COMMA expr COMMA expr RPAREN
             | IF LPAREN ts_var_expr COMMA stds COMMA stds RPAREN
             | IF LPAREN ts_var_expr COMMA stds COMMA expr RPAREN
             | IF LPAREN ts_var_expr COMMA expr COMMA stds RPAREN
             | IF LPAREN ts_var_expr COMMA expr COMMA expr RPAREN
        """
        # Check map list inputs.
        ifmaplist = self.check_stds(t[3])
        thenmaplist = self.check_stds(t[5])
        elsemaplist = self.check_stds(t[7])
        # Create conditional command map list.
        resultlist = self.build_condition_cmd_list(ifmaplist, thenmaplist,
                                                   elselist=elsemaplist,
                                                   condition_topolist=["EQUAL"],
                                                   conclusion_topolist=["EQUAL"],
                                                   temporal='r', null=False)

        t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_numeric_condition_elif(self, t):
        # Examples:
        #   if(s_var_expr, 1, 2)
        #   if(A == 5, 10, 0)
        """
        expr : IF LPAREN s_var_expr COMMA number COMMA number RPAREN
             | IF LPAREN s_var_expr COMMA NULL LPAREN RPAREN COMMA number RPAREN
             | IF LPAREN s_var_expr COMMA number COMMA NULL LPAREN RPAREN RPAREN
             | IF LPAREN s_var_expr COMMA NULL LPAREN RPAREN COMMA NULL LPAREN RPAREN RPAREN
             | IF LPAREN ts_var_expr COMMA number COMMA number RPAREN
             | IF LPAREN ts_var_expr COMMA NULL LPAREN RPAREN COMMA number RPAREN
             | IF LPAREN ts_var_expr COMMA number COMMA NULL LPAREN RPAREN RPAREN
             | IF LPAREN ts_var_expr COMMA NULL LPAREN RPAREN COMMA NULL LPAREN RPAREN RPAREN
        """
        ifmaplist = self.check_stds(t[3])
        resultlist = []
        # Select input for r.mapcalc expression based on length of PLY object.
        if len(t) == 9:
            numthen = t[5]
            numelse = t[7]
        elif len(t) == 11 and t[6] == '(':
            numthen = t[5] + t[6] + t[7]
            numelse = t[9]
        elif len(t) == 11 and t[6] == ',':
            numthen = t[5]
            numelse = t[7] + t[8] + t[9]
        elif len(t) == 13:
            numthen = t[5] + t[6] + t[7]
            numelse = t[9] + t[10] + t[11]
        numthen = str(numthen)
        numelse = str(numelse)
        print(numthen + " " +numelse )
        # Create conditional command map list.
        resultlist = self.build_condition_cmd_list(ifmaplist, numthen,  numelse,
                                                   condition_topolist=["EQUAL"],
                                                   conclusion_topolist=["EQUAL"],
                                                   temporal='r', null=False)

        t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_numeric_expr_condition_elif(self, t):
        # Examples:
        #   if(s_var_expr, 1, A)
        #   if(A == 5 && C > 5, A, null())
        """
        expr : IF LPAREN s_var_expr COMMA number COMMA stds RPAREN
             | IF LPAREN s_var_expr COMMA NULL LPAREN RPAREN COMMA stds RPAREN
             | IF LPAREN s_var_expr COMMA number COMMA expr RPAREN
             | IF LPAREN s_var_expr COMMA NULL LPAREN RPAREN COMMA expr RPAREN
             | IF LPAREN s_var_expr COMMA stds COMMA number RPAREN
             | IF LPAREN s_var_expr COMMA stds COMMA NULL LPAREN RPAREN RPAREN
             | IF LPAREN s_var_expr COMMA expr COMMA number RPAREN
             | IF LPAREN s_var_expr COMMA expr COMMA NULL LPAREN RPAREN RPAREN
             | IF LPAREN ts_var_expr COMMA number COMMA stds RPAREN
             | IF LPAREN ts_var_expr COMMA NULL LPAREN RPAREN COMMA stds RPAREN
             | IF LPAREN ts_var_expr COMMA number COMMA expr RPAREN
             | IF LPAREN ts_var_expr COMMA NULL LPAREN RPAREN COMMA expr RPAREN
             | IF LPAREN ts_var_expr COMMA stds COMMA number RPAREN
             | IF LPAREN ts_var_expr COMMA stds COMMA NULL LPAREN RPAREN RPAREN
             | IF LPAREN ts_var_expr COMMA expr COMMA number RPAREN
             | IF LPAREN ts_var_expr COMMA expr COMMA NULL LPAREN RPAREN RPAREN
        """
        ifmaplist = self.check_stds(t[3])
        # Select input for r.mapcalc expression based on length of PLY object.
        if len(t) == 9:
            if isinstance(t[5],  int):
                theninput = str(t[5])
                elseinput = self.check_stds(t[7])
            elif isinstance(t[7],  int):
                theninput = self.check_stds(t[5])
                elseinput = str(t[7])
        elif len(t) == 11:
            if t[5] == 'null':
                theninput = str(t[5] + t[6] + t[7])
                elseinput = self.check_stds(t[9])
            elif t[7] == 'null':
                theninput = self.check_stds(t[5])
                elseinput = str(t[7] + t[8] + t[9])

        # Create conditional command map list.
        resultlist = self.build_condition_cmd_list(ifmaplist, theninput,  elseinput,
                                                   condition_topolist=["EQUAL"],
                                                   conclusion_topolist=["EQUAL"],
                                                   temporal='r', null=False)

        t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_s_numeric_expr_condition_elif_relation(self, t):
        # Examples:
        #   if({during},s_var_expr, 1, A)
        #   if({during}, A == 5, A, null())
        """
        expr : IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA number COMMA stds RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA NULL LPAREN RPAREN COMMA stds RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA number COMMA expr RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA NULL LPAREN RPAREN COMMA expr RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA stds COMMA number RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA stds COMMA NULL LPAREN RPAREN RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA expr COMMA number RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA expr COMMA NULL LPAREN RPAREN RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA number COMMA stds RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA NULL LPAREN RPAREN COMMA stds RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA number COMMA expr RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA NULL LPAREN RPAREN COMMA expr RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA stds COMMA number RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA stds COMMA NULL LPAREN RPAREN RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA expr COMMA number RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA expr COMMA NULL LPAREN RPAREN RPAREN
        """
        relations, temporal, function,  aggregation = self.eval_toperator(t[3],  optype = 'relation')
        ifmaplist = self.check_stds(t[5])
        # Select input for r.mapcalc expression based on length of PLY object.
        if len(t) == 11:
            if isinstance(t[7],  int):
                theninput = str(t[7])
                elseinput = self.check_stds(t[9])
            elif isinstance(t[9],  int):
                theninput = self.check_stds(t[7])
                elseinput = str(t[9])
        elif len(t) == 13:
            if t[7] == 'null':
                theninput = str(t[7] + t[8] + t[9])
                elseinput = self.check_stds(t[11])
            elif t[9] == 'null':
                theninput = self.check_stds(t[7])
                elseinput = str(t[9] + t[10] + t[11])

        # Create conditional command map list.
        resultlist = self.build_condition_cmd_list(ifmaplist, theninput,  elseinput,
                                                   condition_topolist=relations,
                                                   conclusion_topolist=["EQUAL"],
                                                   temporal='r', null=False)

        t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)


    def p_s_expr_condition_elif_relation(self, t):
        # Examples:
        #   if({equal||during}, s_var_expr, A, B)
        """
        expr : IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA stds COMMA stds RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA stds COMMA expr RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA expr COMMA stds RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA s_var_expr COMMA expr COMMA expr RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA stds COMMA stds RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA stds COMMA expr RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA expr COMMA stds RPAREN
             | IF LPAREN T_REL_OPERATOR COMMA ts_var_expr COMMA expr COMMA expr RPAREN
        """
        relations, temporal, function, aggregation = self.eval_toperator(t[3],  optype = 'relation')
        ifmaplist = self.check_stds(t[5])
        thenmaplist = self.check_stds(t[7])
        elsemaplist = self.check_stds(t[9])

        # Create conditional command map list.
        resultlist = self.build_condition_cmd_list(ifmaplist, thenmaplist,  elsemaplist,
                                                   condition_topolist=relations,
                                                   conclusion_topolist=["EQUAL"],
                                                   temporal='r', null=False)

        t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

    def p_ts_var_expr1(self, t):
        # Combination of spatial and temporal conditional expressions.
        # Examples:
        #   A <= 2 || start_date <= 2013-01-01
        #   end_date > 2013-01-15 && A > 10
        #  IMPORTANT: Only the intersection of map lists in conditionals are
        #  exported.
        """
        ts_var_expr : s_var_expr AND AND t_var_expr
                    | t_var_expr AND AND s_var_expr
                    | t_var_expr OR OR s_var_expr
                    | s_var_expr OR OR t_var_expr
                    | ts_var_expr AND AND s_var_expr
                    | ts_var_expr AND AND t_var_expr
                    | ts_var_expr OR OR s_var_expr
                    | ts_var_expr OR OR t_var_expr
                    | s_var_expr AND AND ts_var_expr
                    | t_var_expr AND AND ts_var_expr
                    | s_var_expr OR OR ts_var_expr
                    | t_var_expr OR OR ts_var_expr
        """
        if self.run:
            # Check input stds.
            s_var_exprA = self.check_stds(t[1])
            s_var_exprB = self.check_stds(t[4])
            relations = ["EQUAL"]
            temporal = "l"
            function = t[2] + t[3]
            aggregate = t[2]
            # Build conditional values based on topological relationships.
            complist = self.get_temporal_topo_list(s_var_exprA, s_var_exprB,
                                                   topolist=relations, compare_cmd=True,
                                                   compop=function, aggregate=aggregate,
                                                   convert=True)
            # Set temporal extent based on topological relationships.
            resultlist = self.set_temporal_extent_list(complist, topolist=relations,
                                                       temporal=temporal)

        t[0] = resultlist

    def p_hash_operation(self, t):
        # Calculate the number of maps within an interval of another map from a
        # second space time dataset.
        # A # B
        # A {equal,r#} B
        """
        expr : t_hash_var
        """
        # Check input stds.
        maplist = self.check_stds(t[1])

        if self.run:
            resultlist = []
            for map_i in maplist:
                for obj in map_i.map_value:
                    if isinstance(obj, GlobalTemporalVar):
                        n_maps = obj.td
                mapinput = map_i.get_id()
                # Create r.mapcalc expression string for the operation.
                cmdstring = "(%s)" %(n_maps)
                 # Append module command.
                map_i.cmd_list = cmdstring
                # Append map to result map list.
                resultlist.append(map_i)

            t[0] = resultlist

        if self.debug:
            for map in resultlist:
                print(map.cmd_list)

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

if __name__ == "__main__":
    import doctest
    doctest.testmod()