class EclSumKeyWordVector(BaseCClass):
TYPE_NAME = "ecl_sum_vector"
_alloc = EclPrototype("void* ecl_sum_vector_alloc(ecl_sum )", bind=False)
_free = EclPrototype("void ecl_sum_vector_free(ecl_sum_vector )")
_add = EclPrototype(
"bool ecl_sum_vector_add_key( ecl_sum_vector , char* )")
_add_multiple = EclPrototype(
"void ecl_sum_vector_add_keys( ecl_sum_vector , char* )")
_get_size = EclPrototype("int ecl_sum_vector_get_size( ecl_sum_vector )")
def __init__(self, ecl_sum):
c_pointer = self._alloc(ecl_sum)
super(EclSumKeyWordVector, self).__init__(c_pointer)
def __len__(self):
return self._get_size()
def free(self):
self._free()
def addKeyword(self, keyword):
success = self._add(keyword)
if not success:
raise KeyError("Failed to add keyword to vector")
def addKeywords(self, keyword_pattern):
self._add_multiple(keyword_pattern)
class EclUtil(object):
_get_num_cpu = EclPrototype("int ecl_util_get_num_cpu( char* )", bind = False)
_get_file_type = EclPrototype("ecl_file_enum ecl_util_get_file_type( char* , bool* , int*)" , bind = False)
_get_type_name = EclPrototype("char* ecl_util_get_type_name( int )" , bind = False)
_get_start_date = EclPrototype("time_t ecl_util_get_start_date( char* )" , bind = False)
_get_report_step = EclPrototype("int ecl_util_filename_report_nr( char* )" , bind = False)
@staticmethod
def get_num_cpu( datafile ):
"""
Parse ECLIPSE datafile and determine how many CPUs are needed.
Will look for the "PARALLELL" keyword, and then read off the
number of CPUs required. Will return one if no PARALLELL keyword
is found.
"""
return EclUtil._get_num_cpu(datafile)
@staticmethod
def get_file_type( filename ):
"""
Will inspect an ECLIPSE filename and return an integer type flag.
"""
file_type , fmt , step = EclUtil.inspectExtension( filename )
return file_type
@staticmethod
def type_name(ecl_type):
return EclUtil._get_type_name(ecl_type)
@staticmethod
def get_start_date(datafile):
return EclUtil._get_start_date(datafile).datetime()
@staticmethod
def inspectExtension( filename ):
"""Will inspect an ECLIPSE filename and return a tuple consisting of
file type (EclFileEnum), a bool for formatted or not, and an
integer for the step number.
"""
fmt_file = ctypes.c_bool()
report_step = ctypes.c_int(-1)
file_type = EclUtil._get_file_type(filename, ctypes.byref(fmt_file) , ctypes.byref(report_step))
if report_step.value == -1:
step = None
else:
step = report_step.value
return (file_type , fmt_file.value , step)
@staticmethod
def reportStep(filename):
report_step = EclUtil._get_report_step(filename)
if report_step < 0:
raise ValueError("Could not infer report step from: %s" % filename)
return report_step
class FaultBlockCollection(BaseCClass):
TYPE_NAME = "fault_block_collection"
_alloc = EclPrototype("void* fault_block_collection_alloc(ecl_grid)", bind = False)
_free = EclPrototype("void fault_block_collection_free(fault_block_collection)")
_num_layers = EclPrototype("int fault_block_collection_num_layers(fault_block_collection)")
_scan_keyword = EclPrototype("bool fault_block_collection_scan_kw(fault_block_collection, ecl_kw)")
_get_layer = EclPrototype("fault_block_layer_ref fault_block_collection_get_layer(fault_block_collection, int)")
def __init__(self , grid):
c_ptr = self._alloc( grid )
if c_ptr:
super(FaultBlockCollection, self).__init__(c_ptr)
else:
raise ValueError("Invalid input - failed to create FaultBlockCollection")
# The underlying C implementation uses lazy evaluation and
# needs to hold on to the grid reference. We therefor take
# references to it here, to protect against premature garbage
# collection.
self.grid_ref = grid
def __len__(self):
return self._num_layers( )
def __getitem__(self , index):
"""
@rtype: FaultBlockLayer
"""
if isinstance(index, int):
if 0 <= index < len(self):
return self._get_layer( index ).setParent(self)
else:
raise IndexError("Index:%d out of range [0,%d)" % (index , len(self)))
else:
raise TypeError("Index should be integer type")
def getLayer(self , k):
"""
@rtype: FaultBlockLayer
"""
return self[k]
def free(self):
self._free( )
def scanKeyword(self , fault_block_kw):
ok = self._scan_keyword( fault_block_kw )
if not ok:
raise ValueError("The fault block keyword had wrong type/size")
class EclSumTStep(BaseCClass):
TYPE_NAME = "ecl_sum_tstep"
_alloc = EclPrototype(
"void* ecl_sum_tstep_alloc_new(int, int, float, void*)", bind=False)
_free = EclPrototype("void ecl_sum_tstep_free(ecl_sum_tstep)")
_get_sim_days = EclPrototype(
"double ecl_sum_tstep_get_sim_days(ecl_sum_tstep)")
_get_sim_time = EclPrototype(
"time_t ecl_sum_tstep_get_sim_time(ecl_sum_tstep)")
_get_report = EclPrototype("int ecl_sum_tstep_get_report(ecl_sum_tstep)")
_get_ministep = EclPrototype(
"int ecl_sum_tstep_get_ministep(ecl_sum_tstep)")
_set_from_key = EclPrototype(
"void ecl_sum_tstep_set_from_key(ecl_sum_tstep, char*, float)")
_get_from_key = EclPrototype(
"double ecl_sum_tstep_get_from_key(ecl_sum_tstep, char*)")
_has_key = EclPrototype("bool ecl_sum_tstep_has_key(ecl_sum_tstep)")
def __init__(self, report_step, mini_step, sim_days, smspec):
sim_seconds = sim_days * 24 * 60 * 60
c_pointer = self._alloc(report_step, mini_step, sim_seconds, smspec)
super(EclSumTStep, self).__init__(c_pointer)
def getSimDays(self):
""" @rtype: double """
return self._get_sim_days()
def getReport(self):
""" @rtype: int """
return self._get_report()
def getMiniStep(self):
""" @rtype: int """
return self._get_ministep()
def getSimTime(self):
""" @rtype: CTime """
return self._get_sim_time()
def __getitem__(self, key):
""" @rtype: double """
if not key in self:
raise KeyError("Key '%s' is not available." % key)
return self._get_from_key(key)
def __setitem__(self, key, value):
if not key in self:
raise KeyError("Key '%s' is not available." % key)
self._set_from_key(key, value)
def __contains__(self, key):
return self._has_key(key)
def free(self):
self._free(self)
class EclRestartHead(BaseCClass):
TYPE_NAME = "ecl_rsthead"
_alloc = EclPrototype("void* ecl_rsthead_alloc(ecl_file_view , int )", bind = False)
_alloc_from_kw = EclPrototype("void* ecl_rsthead_alloc_from_kw(int , ecl_kw , ecl_kw , ecl_kw )", bind = False)
_free = EclPrototype("void ecl_rsthead_free(ecl_rsthead)")
_get_report_step = EclPrototype("int ecl_rsthead_get_report_step(ecl_rsthead)")
_get_sim_time = EclPrototype("time_t ecl_rsthead_get_sim_time(ecl_rsthead)")
_get_sim_days = EclPrototype("double ecl_rsthead_get_sim_days(ecl_rsthead)")
def __init__(self , kw_arg = None , rst_view = None):
if kw_arg is None and rst_view is None:
raise ValueError('Cannot construct EclRestartHead without one of kw_arg and rst_view, both were None!')
if not kw_arg is None:
report_step , intehead_kw , doubhead_kw , logihead_kw = kw_arg
c_ptr = self._alloc_from_kw( report_step , intehead_kw , doubhead_kw , logihead_kw )
else:
c_ptr = self._alloc( rst_view , -1 )
super(EclRestartHead, self).__init__(c_ptr)
def free(self):
self._free( )
def getReportStep(self):
return self._get_report_step( )
def getSimDate(self):
ct = CTime( self._get_sim_time( ) )
return ct.datetime( )
def getSimDays(self):
return self._get_sim_days( )
class EclRFTCell(RFTCell):
TYPE_NAME = "ecl_rft_cell"
_alloc_RFT = EclPrototype("void* ecl_rft_cell_alloc_RFT( int, int , int , double , double , double , double)", bind = False)
_get_swat = EclPrototype("double ecl_rft_cell_get_swat( ecl_rft_cell )")
_get_soil = EclPrototype("double ecl_rft_cell_get_soil( ecl_rft_cell )")
_get_sgas = EclPrototype("double ecl_rft_cell_get_sgas( ecl_rft_cell )")
def __init__(self , i , j , k , depth , pressure , swat , sgas):
c_ptr = self._alloc_RFT( i , j , k , depth , pressure , swat , sgas )
super(EclRFTCell , self).__init__( c_ptr )
@property
def swat(self):
return self._get_swat( )
@property
def sgas(self):
return self._get_sgas( )
@property
def soil(self):
return 1 - (self._get_sgas( ) + self._get_swat( ))
class RFTCell(BaseCClass):
"""The RFTCell is a base class for the cells which are part of an RFT/PLT.
The RFTCell class contains the elements which are common to both
RFT and PLT. The list of common elements include the corrdinates
(i,j,k) the pressure and the depth of the cell. Actual user access
should be based on the derived classes EclRFTCell and EclPLTCell.
Observe that from june 2013 the properties i,j and k which return
offset 1 coordinate values are deprecated, and you should rather
use the methods get_i(), get_j() and get_k() which return offset 0
coordinate values.
"""
TYPE_NAME = "rft_cell"
_free = EclPrototype("void ecl_rft_cell_free( rft_cell )")
_get_pressure = EclPrototype("double ecl_rft_cell_get_pressure( rft_cell )")
_get_depth = EclPrototype("double ecl_rft_cell_get_depth( rft_cell )")
_get_i = EclPrototype("int ecl_rft_cell_get_i( rft_cell )")
_get_j = EclPrototype("int ecl_rft_cell_get_j( rft_cell )")
_get_k = EclPrototype("int ecl_rft_cell_get_k( rft_cell )")
def free(self):
self._free( )
def get_i(self):
return self._get_i( )
def get_j(self):
return self._get_j( )
def get_k(self):
return self._get_k( )
def get_ijk(self):
return (self.get_i( ) , self.get_j( ) , self.get_k( ))
@property
def pressure(self):
return self._get_pressure( )
@property
def depth(self):
return self._get_depth( )
class EclRegion(BaseCClass):
TYPE_NAME = "ecl_region"
_alloc = EclPrototype("void* ecl_region_alloc( ecl_grid , bool )",
bind=False)
_alloc_copy = EclPrototype(
"ecl_region_obj ecl_region_alloc_copy( ecl_region )")
_set_kw_int = EclPrototype(
"void ecl_region_set_kw_int( ecl_region , ecl_kw , int, bool) ")
_set_kw_float = EclPrototype(
"void ecl_region_set_kw_float( ecl_region , ecl_kw , float, bool ) ")
_set_kw_double = EclPrototype(
"void ecl_region_set_kw_double( ecl_region , ecl_kw , double , bool) ")
_shift_kw_int = EclPrototype(
"void ecl_region_shift_kw_int( ecl_region , ecl_kw , int, bool) ")
_shift_kw_float = EclPrototype(
"void ecl_region_shift_kw_float( ecl_region , ecl_kw , float, bool ) ")
_shift_kw_double = EclPrototype(
"void ecl_region_shift_kw_double( ecl_region , ecl_kw , double , bool) "
)
_scale_kw_int = EclPrototype(
"void ecl_region_scale_kw_int( ecl_region , ecl_kw , int, bool) ")
_scale_kw_float = EclPrototype(
"void ecl_region_scale_kw_float( ecl_region , ecl_kw , float, bool ) ")
_scale_kw_double = EclPrototype(
"void ecl_region_scale_kw_double( ecl_region , ecl_kw , double , bool) "
)
_free = EclPrototype("void ecl_region_free( ecl_region )")
_reset = EclPrototype("void ecl_region_reset( ecl_region )")
_select_all = EclPrototype("void ecl_region_select_all( ecl_region )")
_deselect_all = EclPrototype("void ecl_region_deselect_all( ecl_region )")
_select_equal = EclPrototype(
"void ecl_region_select_equal( ecl_region , ecl_kw , int )")
_deselect_equal = EclPrototype(
"void ecl_region_deselect_equal( ecl_region , ecl_kw , int)")
_select_less = EclPrototype(
"void ecl_region_select_smaller( ecl_region , ecl_kw , float )")
_deselect_less = EclPrototype(
"void ecl_region_deselect_smaller( ecl_region , ecl_kw , float )")
_select_more = EclPrototype(
"void ecl_region_select_larger( ecl_region , ecl_kw , float )")
_deselect_more = EclPrototype(
"void ecl_region_deselect_larger( ecl_region , ecl_kw , float )")
_select_in_interval = EclPrototype(
"void ecl_region_select_in_interval( ecl_region, ecl_kw , float , float )"
)
_deselect_in_interval = EclPrototype(
"void ecl_region_deselect_in_interval( ecl_region, ecl_kw, float , float )"
)
_invert_selection = EclPrototype(
"void ecl_region_invert_selection( ecl_region )")
_select_box = EclPrototype(
"void ecl_region_select_from_ijkbox(ecl_region , int , int , int , int , int , int)"
)
_deselect_box = EclPrototype(
"void ecl_region_deselect_from_ijkbox(ecl_region , int , int , int , int , int , int)"
)
_imul_kw = EclPrototype(
"void ecl_region_kw_imul( ecl_region , ecl_kw , ecl_kw , bool)")
_idiv_kw = EclPrototype(
"void ecl_region_kw_idiv( ecl_region , ecl_kw , ecl_kw , bool)")
_iadd_kw = EclPrototype(
"void ecl_region_kw_iadd( ecl_region , ecl_kw , ecl_kw , bool)")
_isub_kw = EclPrototype(
"void ecl_region_kw_isub( ecl_region , ecl_kw , ecl_kw , bool)")
_copy_kw = EclPrototype(
"void ecl_region_kw_copy( ecl_region , ecl_kw , ecl_kw , bool)")
_intersect = EclPrototype(
"void ecl_region_intersection( ecl_region , ecl_region )")
_combine = EclPrototype("void ecl_region_union( ecl_region , ecl_region )")
_subtract = EclPrototype(
"void ecl_region_subtract( ecl_region , ecl_region )")
_xor = EclPrototype("void ecl_region_xor( ecl_region , ecl_region )")
_get_kw_index_list = EclPrototype(
"int_vector_ref ecl_region_get_kw_index_list( ecl_region , ecl_kw , bool )"
)
_get_active_list = EclPrototype(
"int_vector_ref ecl_region_get_active_list( ecl_region )")
_get_global_list = EclPrototype(
"int_vector_ref ecl_region_get_global_list( ecl_region )")
_get_active_global = EclPrototype(
"int_vector_ref ecl_region_get_global_active_list( ecl_region )")
_select_cmp_less = EclPrototype(
"void ecl_region_cmp_select_less( ecl_region , ecl_kw , ecl_kw)")
_select_cmp_more = EclPrototype(
"void ecl_region_cmp_select_more( ecl_region , ecl_kw , ecl_kw)")
_deselect_cmp_less = EclPrototype(
"void ecl_region_cmp_deselect_less( ecl_region , ecl_kw , ecl_kw)")
_deselect_cmp_more = EclPrototype(
"void ecl_region_cmp_deselect_more( ecl_region , ecl_kw , ecl_kw)")
_select_islice = EclPrototype(
"void ecl_region_select_i1i2( ecl_region , int , int )")
_deselect_islice = EclPrototype(
"void ecl_region_deselect_i1i2( ecl_region , int , int )")
_select_jslice = EclPrototype(
"void ecl_region_select_j1j2( ecl_region , int , int )")
_deselect_jslice = EclPrototype(
"void ecl_region_deselect_j1j2( ecl_region , int , int )")
_select_kslice = EclPrototype(
"void ecl_region_select_k1k2( ecl_region , int , int )")
_deselect_kslice = EclPrototype(
"void ecl_region_deselect_k1k2( ecl_region , int , int )")
_select_deep_cells = EclPrototype(
"void ecl_region_select_deep_cells( ecl_region , double )")
_deselect_deep_cells = EclPrototype(
"void ecl_region_select_deep_cells( ecl_region , double )")
_select_shallow_cells = EclPrototype(
"void ecl_region_select_shallow_cells( ecl_region , double )")
_deselect_shallow_cells = EclPrototype(
"void ecl_region_select_shallow_cells( ecl_region , double )")
_select_small = EclPrototype(
"void ecl_region_select_small_cells( ecl_region , double )")
_deselect_small = EclPrototype(
"void ecl_region_deselect_small_cells( ecl_region , double )")
_select_large = EclPrototype(
"void ecl_region_select_large_cells( ecl_region , double )")
_deselect_large = EclPrototype(
"void ecl_region_deselect_large_cells( ecl_region , double )")
_select_thin = EclPrototype(
"void ecl_region_select_thin_cells( ecl_region , double )")
_deselect_thin = EclPrototype(
"void ecl_region_deselect_thin_cells( ecl_region , double )")
_select_thick = EclPrototype(
"void ecl_region_select_thick_cells( ecl_region , double )")
_deselect_thick = EclPrototype(
"void ecl_region_deselect_thick_cells( ecl_region , double )")
_select_active = EclPrototype(
"void ecl_region_select_active_cells( ecl_region )")
_select_inactive = EclPrototype(
"void ecl_region_select_inactive_cells( ecl_region )")
_deselect_active = EclPrototype(
"void ecl_region_deselect_active_cells( ecl_region )")
_deselect_inactive = EclPrototype(
"void ecl_region_deselect_inactive_cells( ecl_region )")
_select_above_plane = EclPrototype(
"void ecl_region_select_above_plane( ecl_region , double* , double* )"
)
_select_below_plane = EclPrototype(
"void ecl_region_select_below_plane( ecl_region , double* , double* )"
)
_deselect_above_plane = EclPrototype(
"void ecl_region_deselect_above_plane( ecl_region, double* , double* )"
)
_deselect_below_plane = EclPrototype(
"void ecl_region_deselect_below_plane( ecl_region, double* , double* )"
)
_select_inside_polygon = EclPrototype(
"void ecl_region_select_inside_polygon( ecl_region , geo_polygon)")
_select_outside_polygon = EclPrototype(
"void ecl_region_select_outside_polygon( ecl_region , geo_polygon)")
_deselect_inside_polygon = EclPrototype(
"void ecl_region_deselect_inside_polygon( ecl_region , geo_polygon)")
_deselect_outside_polygon = EclPrototype(
"void ecl_region_deselect_outside_polygon( ecl_region , geo_polygon)")
_set_name = EclPrototype("void ecl_region_set_name( ecl_region , char*)")
_get_name = EclPrototype("char* ecl_region_get_name( ecl_region )")
_contains_ijk = EclPrototype(
"void ecl_region_contains_ijk( ecl_region , int , int , int)")
_contains_global = EclPrototype(
"void ecl_region_contains_global( ecl_region, int )")
_contains_active = EclPrototype(
"void ecl_region_contains_active( ecl_region , int )")
_equal = EclPrototype("bool ecl_region_equal( ecl_region , ecl_region )")
_select_true = EclPrototype(
"void ecl_region_select_true( ecl_region , ecl_kw)")
_select_false = EclPrototype(
"void ecl_region_select_false( ecl_region , ecl_kw)")
_deselect_true = EclPrototype(
"void ecl_region_deselect_true( ecl_region , ecl_kw)")
_deselect_false = EclPrototype(
"void ecl_region_deselect_false( ecl_region , ecl_kw)")
_select_from_layer = EclPrototype(
"void ecl_region_select_from_layer( ecl_region , layer , int , int)")
_deselect_from_layer = EclPrototype(
"void ecl_region_deselect_from_layer( ecl_region , layer , int , int)")
def __init__(self, grid, preselect):
"""
Create a new region selector for cells in @grid.
Will create a new region selector to select and deselect the
cells in the grid given by @grid. The input argument @grid
should be a EclGrid instance. You can start with either all
cells, or no cells, selected, depending on the value of
@preselect.
"""
self.grid = grid
self.active_index = False
c_ptr = self._alloc(grid, preselect)
super(EclRegion, self).__init__(c_ptr)
def free(self):
self._free()
def __eq__(self, other):
return self._equal(other)
def __deep_copy__(self, memo):
"""
Creates a deep copy of the current region.
"""
return self._alloc_copy()
def __zero__(self):
global_list = self.getGlobalList()
if len(global_list) > 0:
return True
else:
return False
def __iand__(self, other):
"""
Will perform set intersection operation inplace.
Will update the current region selection so that the elements
selected in self are also selected in @other. Bound to the
inplace & operator, i.e.
reg1 &= reg2
will eventually call this method.
"""
if isinstance(other, EclRegion):
self._intersect(other)
else:
raise TypeError(
"Ecl region can only intersect with other EclRegion instances")
return self
def __isub__(self, other):
"""
Inplace "subtract" one selection from another.
Bound to reg -= reg2
"""
if isinstance(other, EclRegion):
self._subtract(other)
else:
raise TypeError(
"Ecl region can only subtract with other EclRegion instances")
return self
def __ior__(self, other):
"""
Will perform set operation union in place.
The current region selection will be updated to contain all
the elements which are selected either in the current region,
or in @other; bound to to inplace | operator, so you can write e.g.
reg1 |= reg2
to update reg1 with the selections from reg2.
"""
if isinstance(other, EclRegion):
self._combine(other)
else:
raise TypeError(
"Ecl region can only be combined with other EclRegion instances"
)
return self
def __iadd__(self, other):
"""
Combines to regions - see __ior__().
"""
return self.__ior__(other)
def __or__(self, other):
"""
Creates a new region which is the union of @self and other.
The method will create a new region which selection status is
given by the logical or of regions @self and @other; the two
initial regions will not be modified. Bound to the unary |
operator:
new_reg = reg1 | reg2
"""
new_region = self.copy()
new_region.__ior__(other)
return new_region
def __and__(self, other):
"""
Creates a new region which is the intersection of @self and other.
The method will create a new region which selection status is
given by the logical and of regions @self and @other; the two
initial regions will not be modified. Bound to the unary &
operator:
new_reg = reg1 & reg2
"""
new_region = self.copy()
new_region.__iand__(other)
return new_region
def __add__(self, other):
"""
Unary add operator for two regions - implemented by __or__().
"""
return self.__or__(other)
def __sub__(self, other):
"""
Unary del operator for two regions.
"""
new_region = self.copy()
new_region.__isub__(other)
return new_region
def union_with(self, other):
"""
Will update self with the union of @self and @other.
See doscumentation of __ior__().
"""
return self.__ior__(other)
def intersect_with(self, other):
"""
Will update self with the intersection of @self and @other.
See doscumentation of __iand__().
"""
return self.__iand__(other)
def copy(self):
return self.__deep_copy__({})
def reset(self):
"""
Clear selections according to constructor argument @preselect.
Will clear all selections, depending on the value of the
constructor argument @preselect. If @preselect is true
everything will be selected after calling reset(), otherwise
no cells will be selected after calling reset().
"""
self._reset()
##################################################################
@select_method
def select_more(self, ecl_kw, limit, intersect=False):
"""
Select all cells where keyword @ecl_kw is above @limit.
This method is used to select all the cells where an arbitrary
field, contained in @ecl_kw, is above a limiting value
@limit. The EclKW instance must have either nactive or
nx*ny*nz elements; if this is not satisfied method will fail
hard. The datatype of @ecl_kw must be numeric,
i.e. ECL_INT_TYPE, ECL_DOUBLE_TYPE or ECL_FLOAT_TYPE. In the
example below we select all the cells with water saturation
above 0.85:
restart_file = ecl.EclFile( "ECLIPSE.X0067" )
swat_kw = restart_file["SWAT"][0]
grid = ecl.EclGrid( "ECLIPSE.EGRID" )
region = ecl.EclRegion( grid , False )
region.select_more( swat_kw , 0.85 )
"""
self._select_more(ecl_kw, limit)
def deselect_more(self, ecl_kw, limit):
"""
Deselects cells with value above limit.
See select_more() for further documentation.
"""
self._deselect_more(ecl_kw, limit)
@select_method
def select_less(self, ecl_kw, limit, intersect=False):
"""
Select all cells where keyword @ecl_kw is below @limit.
See select_more() for further documentation.
"""
self._select_less(ecl_kw, limit)
def deselect_less(self, ecl_kw, limit):
"""
Deselect all cells where keyword @ecl_kw is below @limit.
See select_more() for further documentation.
"""
self._deselect_less(ecl_kw, limit)
@select_method
def select_equal(self, ecl_kw, value, intersect=False):
"""
Select all cells where @ecl_kw is equal to @value.
The EclKW instance @ecl_kw must be of size nactive or
nx*ny*nz, and it must be of integer type; testing for equality
is not supported for floating point numbers. In the example
below we select all the cells in PVT regions 2 and 4:
init_file = ecl.EclFile( "ECLIPSE.INIT" )
pvtnum_kw = init_file.iget_named_kw( "PVTNUM" , 0 )
grid = ecl.EclGrid( "ECLIPSE.GRID" )
region = ecl.EclRegion( grid , False )
region.select_equal( pvtnum_kw , 2 )
region.select_equal( pvtnum_kw , 4 )
"""
self._select_equal(ecl_kw, value)
def deselect_equal(self, ecl_kw, value):
"""
Select all cells where @ecl_kw is equal to @value.
See select_equal() for further documentation.
"""
self._deselect_equal(ecl_kw, value)
@select_method
def select_in_range(self, ecl_kw, lower_limit, upper_limit, select=False):
"""
Select all cells where @ecl_kw is in the half-open interval [ , ).
Will select all the cells where EclKW instance @ecl_kw has
value in the half-open interval [@lower_limit ,
@upper_limit). The input argument @ecl_kw must have size
nactive or nx*ny*nz, and it must be of type ECL_FLOAT_TYPE.
The following example will select all cells with porosity in
the range [0.15,0.20):
init_file = ecl.EclFile( "ECLIPSE.INIT" )
poro_kw = init_file.iget_named_kw( "PORO" , 0 )
grid = ecl.EclGrid( "ECLIPSE.GRID" )
region = ecl.EclRegion( grid , False )
region.select_in_range( poro_kw , 0.15, 0.20 )
"""
self._select_in_interval(ecl_kw, lower_limit, upper_limit)
def deselect_in_range(self, ecl_kw, lower_limit, upper_limit):
"""
Deselect all cells where @ecl_kw is in the half-open interval [ , ).
See select_in_range() for further documentation.
"""
self._deselect_in_interval(ecl_kw, lower_limit, upper_limit)
@select_method
def select_cmp_less(self, kw1, kw2, intersect=False):
"""
Will select all cells where kw2 < kw1.
Will compare the ECLIPSE keywords @kw1 and @kw2, and select
all the cells where the numerical value of @kw1 is less than
the numerical value of @kw2. The ECLIPSE keywords @kw1 and
@kw2 must both be of the same size, nactive or nx*ny*nz. In
addition they must both be of type type ECL_FLOAT_TYPE. In the
example below we select all the cells where the pressure has
dropped:
restart_file = ecl.EclFile("ECLIPSE.UNRST")
pressure1 = restart_file.iget_named_kw( "PRESSURE" , 0)
pressure2 = restart_file.iget_named_kw( "PRESSURE" , 100)
region.select_cmp_less( pressure2 , pressure1)
"""
self._select_cmp_less(kw1, kw2)
def deselect_cmp_less(self, kw1, kw2):
"""
Will deselect all cells where kw2 < kw1.
See select_cmp_less() for further documentation.
"""
self._deselect_cmp_less(kw1, kw2)
@select_method
def select_cmp_more(self, kw1, kw2, intersect=False):
"""
Will select all cells where kw2 > kw1.
See select_cmp_less() for further documentation.
"""
self._select_cmp_more(kw1, kw2)
def deselect_cmp_more(self, kw1, kw2):
"""
Will deselect all cells where kw2 > kw1.
See select_cmp_less() for further documentation.
"""
self._deselect_cmp_more(kw1, kw2)
@select_method
def select_active(self, intersect=False):
"""
Will select all the active grid cells.
"""
self._select_active()
def deselect_active(self):
"""
Will deselect all the active grid cells.
"""
self._deselect_active()
@select_method
def select_inactive(self, intersect=False):
"""
Will select all the inactive grid cells.
"""
self._select_inactive()
def deselect_inactive(self):
"""
Will deselect all the inactive grid cells.
"""
self._deselect_inactive()
def select_all(self):
"""
Will select all the cells.
"""
self._select_all()
def deselect_all(self):
"""
Will deselect all the cells.
"""
self._deselect_all()
def clear(self):
"""
Will deselect all cells.
"""
self.deselect_all()
@select_method
def select_deep(self, depth, intersect=False):
"""
Will select all cells below @depth.
"""
self._select_deep_cells(depth)
def deselect_deep(self, depth):
"""
Will deselect all cells below @depth.
"""
self._deselect_deep_cells(depth)
@select_method
def select_shallow(self, depth, intersect=False):
"""
Will select all cells above @depth.
"""
self._select_shallow_cells(depth)
def deselect_shallow(self, depth):
"""
Will deselect all cells above @depth.
"""
self._deselect_shallow_cells(depth)
@select_method
def select_small(self, size_limit, intersect=False):
"""
Will select all cells smaller than @size_limit.
"""
self._select_small(size_limit)
def deselect_small(self, size_limit):
"""
Will deselect all cells smaller than @size_limit.
"""
self._deselect_small(size_limit)
@select_method
def select_large(self, size_limit, intersect=False):
"""
Will select all cells larger than @size_limit.
"""
self._select_large(size_limit)
def deselect_large(self, size_limit):
"""
Will deselect all cells larger than @size_limit.
"""
self._deselect_large(size_limit)
@select_method
def select_thin(self, size_limit, intersect=False):
"""
Will select all cells thinner than @size_limit.
"""
self._select_thin(size_limit)
def deselect_thin(self, size_limit):
"""
Will deselect all cells thinner than @size_limit.
"""
self._deselect_thin(size_limit)
@select_method
def select_thick(self, size_limit, intersect=False):
"""
Will select all cells thicker than @size_limit.
"""
self._select_thick(size_limit)
def deselect_thick(self, size_limit):
"""
Will deselect all cells thicker than @size_limit.
"""
self._deselect_thick(size_limit)
@select_method
def select_box(self, ijk1, ijk2, intersect=False):
"""
Will select all cells in box.
Will select all the the cells in the box given by @ijk1 and
@ijk2. The two arguments @ijk1 and @ijk2 are tuples (1,j,k)
representing two arbitrary - diagonally opposed corners - of a
box. All the elements in @ijk1 and @ijk2 are inclusive, i.e.
select_box( (10,12,8) , (8 , 16,4) )
will select the box defined by [8,10] x [12,16] x [4,8].
"""
self._select_box(ijk1[0], ijk2[0], ijk1[1], ijk2[1], ijk1[2], ijk2[2])
def deselect_box(self, ijk1, ijk2):
"""
Will deselect all elements in box.
See select_box() for further documentation.
"""
self._deselect_box(ijk1[0], ijk2[0], ijk1[1], ijk2[1], ijk1[2],
ijk2[2])
@select_method
def select_islice(self, i1, i2, intersect=False):
"""
Will select all cells with i in [@i1, @i2]. @i1 and @i2 are zero offset.
"""
self._select_islice(i1, i2)
def deselect_islice(self, i1, i2):
"""
Will deselect all cells with i in [@i1, @i2]. @i1 and @i2 are zero offset.
"""
self._deselect_islice(i1, i2)
@select_method
def select_jslice(self, j1, j2, intersect=False):
"""
Will select all cells with j in [@j1, @j2]. @i1 and @i2 are zero offset.
"""
self._select_jslice(j1, j2)
def deselect_jslice(self, j1, j2):
"""
Will deselect all cells with j in [@j1, @j2]. @i1 and @i2 are zero offset.
"""
self._deselect_jslice(j1, j2)
@select_method
def select_kslice(self, k1, k2, intersect=False):
"""
Will select all cells with k in [@k1, @k2]. @i1 and @i2 are zero offset.
"""
self._select_kslice(k1, k2)
def deselect_kslice(self, k1, k2):
"""
Will deselect all cells with k in [@k1, @k2]. @i1 and @i2 are zero offset.
"""
self._deselect_kslice(k1, k2)
def invert(self):
"""
Will invert the current selection.
"""
self._invert_selection()
def __init_plane_select(self, n, p):
n_vec = ctypes.cast((ctypes.c_double * 3)(),
ctypes.POINTER(ctypes.c_double))
p_vec = ctypes.cast((ctypes.c_double * 3)(),
ctypes.POINTER(ctypes.c_double))
for i in range(3):
n_vec[i] = n[i]
p_vec[i] = p[i]
return (n_vec, p_vec)
@select_method
def select_above_plane(self, n, p, intersect=False):
"""
Will select all the cells 'above' the plane defined by n & p.
@n is the surface normal vector of the plane in question and
@p is a point on the plane surface. The point @p should be
given in (utm_x , utm_y , tvd) coordinates. The term 'above'
means that the cell center has a positive distance to the
plain; correspondingly 'below' means that the cell center has
a negative disatnce to the plane.
"""
(n_vec, p_vec) = self.__init_plane_select(n, p)
self._select_above_plane(n_vec, p_vec)
@select_method
def select_below_plane(self, n, p, interscet=False):
"""
Will select all the cells 'below' the plane defined by n & p.
See method 'select_above_plane' for further documentation.
"""
(n_vec, p_vec) = self.__init_plane_select(n, p)
self._select_below_plane(n_vec, p_vec)
def deselect_above_plane(self, n, p):
"""
Will deselect all the cells 'above' the plane defined by n & p.
See method 'select_above_plane' for further documentation.
"""
(n_vec, p_vec) = self.__init_plane_select(n, p)
self._deselect_above_plane(n_vec, p_vec)
def deselect_below_plane(self, n, p):
"""
Will deselect all the cells 'below' the plane defined by n & p.
See method 'select_above_plane' for further documentation.
"""
(n_vec, p_vec) = self.__init_plane_select(n, p)
self._deselect_below_plane(n_vec, p_vec)
@select_method
def select_inside_polygon(self, points, intersect=False):
"""
Will select all points inside polygon.
Will select all points inside polygon specified by input
variable @points. Points should be a list of two-element
tuples (x,y). So to select all the points within the rectangle
bounded by the lower left rectangle (0,0) and upper right
(100,100) the @points list should be:
points = [(0,0) , (0,100) , (100,100) , (100,0)]
The elements in the points list should be (utm_x, utm_y)
values. These values will be compared with the centerpoints of
the cells in the grid. The selection is based the top k=0
layer, and then extending this selection to all k values; this
implies that the selection polygon will effectively be
translated if the pillars are not vertical.
"""
self._select_inside_polygon(CPolyline(init_points=points))
@select_method
def select_outside_polygon(self, points, intersect=False):
"""
Will select all points outside polygon.
See select_inside_polygon for more docuemntation.
"""
self._select_outside_polygon(CPolyline(init_points=points))
def deselect_inside_polygon(self, points):
"""
Will select all points outside polygon.
See select_inside_polygon for more docuemntation.
"""
self._deselect_inside_polygon(CPolyline(init_points=points))
def deselect_outside_polygon(self, points):
"""
Will select all points outside polygon.
See select_inside_polygon for more docuemntation.
"""
self._deselect_outside_polygon(CPolyline(init_points=points))
@select_method
def selectTrue(self, ecl_kw, intersect=False):
"""
Assume that input ecl_kw is a boolean mask.
"""
self._select_true(ecl_kw)
@select_method
def selectFalse(self, ecl_kw, intersect=False):
"""
Assume that input ecl_kw is a boolean mask.
"""
self._select_false(ecl_kw)
@select_method
def selectFromLayer(self, layer, k, value, intersect=False):
"""Will select all the cells in in @layer with value @value - at
vertical coordinate @k.
The input @layer should be of type Layer - from the
ert.ecl.faults.layer module. The k value must in the range
[0,grid.nz) and the dimensions of the layer must correspond
exactly to nx,ny of the grid.
"""
grid = self.grid
if k < 0 or k >= grid.getNZ():
raise ValueError("Invalid k value:%d - must be in range [0,%d)" %
(k, grid.getNZ()))
if grid.getNX() != layer.getNX():
raise ValueError("NX dimension mismatch. Grid:%d layer:%d" %
(grid.getNX(), layer.getNX()))
if grid.getNY() != layer.getNY():
raise ValueError("NY dimension mismatch. Grid:%d layer:%d" %
(grid.getNY(), layer.getNY()))
self._select_from_layer(layer, k, value)
#################################################################
def scalar_apply_kw(self,
target_kw,
scalar,
func_dict,
force_active=False):
"""
Helper function to apply a function with one scalar arg on target_kw.
"""
type = target_kw.getEclType()
if func_dict.has_key(type):
func = func_dict[type]
func(target_kw, scalar, force_active)
else:
raise Exception(
"scalar_apply_kw() only supported for INT/FLOAT/DOUBLE")
def iadd_kw(self, target_kw, delta_kw, force_active=False):
"""
The functions iadd_kw(), copy_kw(), set_kw(), scale_kw() and
shift_kw() are not meant to be used as methods of the
EclRegion class (altough that is of course perfectly OK) -
rather a EclRegion instance is passed as an argument to an
EclKW method, and then that method "flips things around" and
calls one of these methods with the EclKW instance as
argument. This applies to all the EclKW methods which take an
optional "mask" argument.
"""
if isinstance(delta_kw, EclKW):
if target_kw.assert_binary(delta_kw):
self._iadd_kw(target_kw, delta_kw, force_active)
else:
raise TypeError("Type mismatch")
else:
self.shift_kw(target_kw, delta_kw, force_active=force_active)
def shift_kw(self, ecl_kw, shift, force_active=False):
"""
See usage documentation on iadd_kw().
"""
self.scalar_apply_kw(
ecl_kw, shift, {
EclTypeEnum.ECL_INT_TYPE: self._shift_kw_int,
EclTypeEnum.ECL_FLOAT_TYPE: self._shift_kw_float,
EclTypeEnum.ECL_DOUBLE_TYPE: self._shift_kw_double
}, force_active)
def isub_kw(self, target_kw, delta_kw, force_active=False):
if isinstance(delta_kw, EclKW):
if target_kw.assert_binary(delta_kw):
self._isub_kw(target_kw, delta_kw, force_active)
else:
raise TypeError("Type mismatch")
else:
self.shift_kw(target_kw, -delta_kw, force_active=force_active)
def scale_kw(self, ecl_kw, scale, force_active=False):
"""
See usage documentation on iadd_kw().
"""
self.scalar_apply_kw(
ecl_kw, scale, {
EclTypeEnum.ECL_INT_TYPE: self._scale_kw_int,
EclTypeEnum.ECL_FLOAT_TYPE: self._scale_kw_float,
EclTypeEnum.ECL_DOUBLE_TYPE: self._scale_kw_double
}, force_active)
def imul_kw(self, target_kw, other, force_active=False):
if isinstance(other, EclKW):
if target_kw.assert_binary(other):
self._imul_kw(target_kw, other)
else:
raise TypeError("Type mismatch")
else:
self.scale_kw(target_kw, other, force_active)
def idiv_kw(self, target_kw, other, force_active=False):
if isinstance(other, EclKW):
if target_kw.assert_binary(other):
self._idiv_kw(target_kw, other)
else:
raise TypeError("Type mismatch")
else:
self.scale_kw(target_kw, 1 / other, force_active)
def copy_kw(self, target_kw, src_kw, force_active=False):
"""
See usage documentation on iadd_kw().
"""
if target_kw.assert_binary(src_kw):
self._copy_kw(target_kw, src_kw, force_active)
else:
raise TypeError("Type mismatch")
def set_kw(self, ecl_kw, value, force_active=False):
"""
See usage documentation on iadd_kw().
"""
self.scalar_apply_kw(
ecl_kw, value, {
EclTypeEnum.ECL_INT_TYPE: self._set_kw_int,
EclTypeEnum.ECL_FLOAT_TYPE: self._set_kw_float,
EclTypeEnum.ECL_DOUBLE_TYPE: self._set_kw_double
}, force_active)
#################################################################
def ecl_region_instance():
"""
Helper function (attribute) to support run-time typechecking.
"""
return True
def getActiveList(self):
"""
IntVector instance with active indices in the region.
"""
active_list = self._get_active_list()
active_list.setParent(self)
return active_list
def getGlobalList(self):
"""
IntVector instance with global indices in the region.
"""
global_list = self._get_global_list()
global_list.setParent(self)
return global_list
def getIJKList(self):
"""
WIll return a Python list of (ij,k) tuples for the region.
"""
global_list = self.getGlobalList()
ijk_list = []
for g in global_list:
ijk_list.append(self.grid.get_ijk(global_index=g))
return ijk_list
@property
def active_list(self):
warnings.warn(
"The active_list property is deprecated - use method \'getActiveList()\' instead.",
DeprecationWarning)
return self.getActiveList()
@property
def global_list(self):
warnings.warn(
"The global_list property is deprecated - use method \'getGlobalList()\' instead.",
DeprecationWarning)
return self.getGlobalList()
@property
def active_size(self):
"""
Number of active cells in region.
"""
warnings.warn(
"The active_size property is deprecated - use \'len(getActiveList())\' instead.",
DeprecationWarning)
return len(self.getActiveList())
@property
def global_size(self):
"""
Number of global cells in region.
"""
warnings.warn(
"The global_size property is deprecated - use \'len(getGlobalList())\' instead.",
DeprecationWarning)
return len(self.getGlobalList())
def contains_ijk(self, i, j, k):
"""
Will check if the cell given by i,j,k is part of the region.
"""
return self._contains_ijk(i, j, k)
def contains_global(self, global_index):
"""
Will check if the cell given by @global_index is part of the region.
"""
return self._contains_global(global_index)
def contains_active(self, active_index):
"""
Will check if the cell given by @active_index is part of the region.
"""
return self._contains_active(active_index)
def kw_index_list(self, ecl_kw, force_active):
c_ptr = self._get_kw_index_list(ecl_kw, force_active)
index_list = IntVector.createCReference(c_ptr, self)
return index_list
def getName(self):
return self._get_name()
def setName(self, name):
self._set_name(name)
def set_name(self, name):
warnings.warn(
"The name property / set_name method is deprecated - use method \'setName()\' instead.",
DeprecationWarning)
self.setName(name)
def get_name(self):
warnings.warn(
"The name property / get_name method is deprecated - use method \'getName()\' instead.",
DeprecationWarning)
return self.getName()
name = property(get_name, set_name)
# The file 'ecl_grav.py' is part of ERT - Ensemble based Reservoir Tool.
#
# ERT is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# ERT is distributed in the hope that it will be useful, but WITHOUT ANY
# WARRANTY; without even the implied warranty of MERCHANTABILITY or
# FITNESS FOR A PARTICULAR PURPOSE.
#
# See the GNU General Public License at <http://www.gnu.org/licenses/gpl.html>
# for more details.
from ert.ecl import EclPrototype
_phase_deltag = EclPrototype("double ecl_grav_phase_deltag( double, double ,double , ecl_grid , ecl_file , ecl_kw , ecl_kw , ecl_kw , ecl_kw , ecl_kw , ecl_kw")
def phase_deltag( xyz, grid, init, sat1, rho1, porv1, sat2, rho2, porv2):
return _phase_deltag(xyz[0], xyz[1], xyz[2],
grid.c_ptr, init.c_ptr,
sat1.c_ptr, rho1.c_ptr, porv1.c_ptr,
sat2.c_ptr, rho2.c_ptr, porv2.c_ptr)
# 1. All restart files should have water, i.e. the SWAT keyword.
# 2. All phases present in the restart file should also be present as densities,
# in addition the model must contain one additional phase - which should have a density.
# 3. The restart files can never contain oil saturation.
class EclKW(BaseCClass):
"""
The EclKW class contains the information from one ECLIPSE keyword.
The ecl_kw type is the lowest level type in the libecl C library,
and all the other datatypes like e.g. ecl_grid and ecl_sum are
based on collections of ecl_kw instances, and interpreting the
content of the ecl_kw keywords.
Many of the special __xxx___() functions have been implemented, so
that the EclKW class supports both numerical operations and also
[] based lookup. Many of the methods accept an optional @mask
argument; this should be a EclRegion instance which can be used to
limit the operation to a part of the EclKW.
"""
int_kw_set = set([
"PVTNUM", "FIPNUM", "EQLNUM", "FLUXNUM", "MULTNUM", "ACTNUM",
"SPECGRID", "REGIONS"
])
TYPE_NAME = "ecl_kw"
_alloc_new = EclPrototype(
"void* ecl_kw_alloc( char* , int , ecl_type_enum )", bind=False)
_fread_alloc = EclPrototype("ecl_kw_obj ecl_kw_fread_alloc( fortio )",
bind=False)
_load_grdecl = EclPrototype(
"ecl_kw_obj ecl_kw_fscanf_alloc_grdecl_dynamic__( FILE , char* , bool , int )",
bind=False)
_fseek_grdecl = EclPrototype(
"bool ecl_kw_grdecl_fseek_kw(char* , bool , FILE )", bind=False)
_sub_copy = EclPrototype(
"ecl_kw_obj ecl_kw_alloc_sub_copy( ecl_kw , char*, int , int)")
_copyc = EclPrototype("ecl_kw_obj ecl_kw_alloc_copy( ecl_kw )")
_slice_copyc = EclPrototype(
"ecl_kw_obj ecl_kw_alloc_slice_copy( ecl_kw , int , int , int )")
_fprintf_grdecl = EclPrototype(
"void ecl_kw_fprintf_grdecl( ecl_kw , FILE )")
_fprintf_data = EclPrototype(
"void ecl_kw_fprintf_data( ecl_kw , char* , FILE )")
_get_size = EclPrototype("int ecl_kw_get_size( ecl_kw )")
_get_fortio_size = EclPrototype("size_t ecl_kw_fortio_size( ecl_kw )")
_get_type = EclPrototype("ecl_type_enum ecl_kw_get_type( ecl_kw )")
_iget_char_ptr = EclPrototype(
"char* ecl_kw_iget_char_ptr( ecl_kw , int )")
_iset_char_ptr = EclPrototype(
"void ecl_kw_iset_char_ptr( ecl_kw , int , char*)")
_iget_bool = EclPrototype("bool ecl_kw_iget_bool( ecl_kw , int)")
_iset_bool = EclPrototype("bool ecl_kw_iset_bool( ecl_kw , int, bool)")
_iget_int = EclPrototype("int ecl_kw_iget_int( ecl_kw , int )")
_iget_double = EclPrototype("double ecl_kw_iget_double( ecl_kw , int )")
_iget_float = EclPrototype("float ecl_kw_iget_float( ecl_kw , int)")
_float_ptr = EclPrototype("float* ecl_kw_get_float_ptr( ecl_kw )")
_int_ptr = EclPrototype("int* ecl_kw_get_int_ptr( ecl_kw )")
_double_ptr = EclPrototype("double* ecl_kw_get_double_ptr( ecl_kw )")
_free = EclPrototype("void ecl_kw_free( ecl_kw )")
_fwrite = EclPrototype("void ecl_kw_fwrite( ecl_kw , fortio )")
_get_header = EclPrototype("char* ecl_kw_get_header ( ecl_kw )")
_set_header = EclPrototype(
"void ecl_kw_set_header_name ( ecl_kw , char*)")
_int_sum = EclPrototype("int ecl_kw_element_sum_int( ecl_kw )")
_float_sum = EclPrototype("double ecl_kw_element_sum_float( ecl_kw )")
_iadd = EclPrototype("void ecl_kw_inplace_add( ecl_kw , ecl_kw )")
_imul = EclPrototype("void ecl_kw_inplace_mul( ecl_kw , ecl_kw )")
_idiv = EclPrototype("void ecl_kw_inplace_div( ecl_kw , ecl_kw )")
_isub = EclPrototype("void ecl_kw_inplace_sub( ecl_kw , ecl_kw )")
_iabs = EclPrototype("void ecl_kw_inplace_abs( ecl_kw )")
_equal = EclPrototype("bool ecl_kw_equal( ecl_kw , ecl_kw )")
_equal_numeric = EclPrototype(
"bool ecl_kw_numeric_equal( ecl_kw , ecl_kw , double , double)")
_assert_binary = EclPrototype(
"bool ecl_kw_assert_binary_numeric( ecl_kw , ecl_kw )")
_scale_int = EclPrototype("void ecl_kw_scale_int( ecl_kw , int )")
_scale_float = EclPrototype(
"void ecl_kw_scale_float_or_double( ecl_kw , double )")
_shift_int = EclPrototype("void ecl_kw_shift_int( ecl_kw , int )")
_shift_float = EclPrototype(
"void ecl_kw_shift_float_or_double( ecl_kw , double )")
_assert_numeric = EclPrototype("bool ecl_kw_assert_numeric( ecl_kw )")
_copy_data = EclPrototype("void ecl_kw_memcpy_data( ecl_kw , ecl_kw )")
_set_int = EclPrototype("void ecl_kw_scalar_set_int( ecl_kw , int )")
_set_float = EclPrototype(
"void ecl_kw_scalar_set_float_or_double( ecl_kw , double )")
_max_min_int = EclPrototype(
"void ecl_kw_max_min_int( ecl_kw , int* , int*)")
_max_min_float = EclPrototype(
"void ecl_kw_max_min_float( ecl_kw , float* , float*)")
_max_min_double = EclPrototype(
"void ecl_kw_max_min_double( ecl_kw , double* , double*)")
_fix_uninitialized = EclPrototype(
"void ecl_kw_fix_uninitialized( ecl_kw ,int , int , int, int*)")
_first_different = EclPrototype(
"int ecl_kw_first_different( ecl_kw , ecl_kw , int , double, double)"
)
_resize = EclPrototype("void ecl_kw_resize( ecl_kw , int)")
@classmethod
def createCReference(cls, c_ptr, parent=None):
ecl_kw = super(EclKW, cls).createCReference(c_ptr, parent=parent)
if ecl_kw is None:
raise ValueError("Failed to create EclKW instance")
ecl_kw.__private_init()
return ecl_kw
@classmethod
def createPythonObject(cls, c_ptr):
ecl_kw = super(EclKW, cls).createPythonObject(c_ptr)
if ecl_kw is None:
raise ValueError("Failed to create EclKW instance")
ecl_kw.__private_init()
return ecl_kw
@classmethod
def add_int_kw(cls, kw):
"""Will add keyword @kw to the standard set of integer keywords."""
cls.int_kw_set.add(kw)
@classmethod
def del_int_kw(cls, kw):
"""Will remove keyword @kw from the standard set of integer keywords."""
cls.int_kw_set.discard(kw)
@classmethod
def intKeywords(cls):
"""Will return the current set of integer keywords."""
return cls.int_kw_set
def slice_copy(self, slice_range):
(start, stop, step) = slice_range.indices(len(self))
if stop > start:
return self._slice_copyc(start, stop, step)
else:
return None
def copy(self):
"""
Will create a deep copy of the current kw instance.
"""
return self._copyc()
@classmethod
def read_grdecl(cls, fileH, kw, strict=True, ecl_type=None):
"""
Function to load an EclKW instance from a grdecl formatted filehandle.
This constructor can be used to load an EclKW instance from a
grdecl formatted file; the input files for petrophysical
properties are typically given as grdecl files.
The @file argument should be a Python filehandle to an open
file. The @kw argument should be the keyword header you are
searching for, e.g. "PORO" or "PVTNUM"[1], the method will
then search forward through the file to look for this @kw. If
the keyword can not be found the method will return None. The
searching will start from the current position in the file; so
if you want to reposition the file pointer you should use the
seek() method of the file object first.
Observe that there is a strict 8 character limit on @kw -
altough you could in principle use an arbitrary external
program to create grdecl files with more than 8 character
length headers, this implementation will refuse to even try
loading them. In that case you will have to rename the
keywords in your file - sorry. A TypeError exception
will be raised if @kw has more than 8 characters.
The implementation in ert can read integer and float type
keywords from grdecl files; however the grdecl files have no
datatype header, and it is impossible to determine the type
reliably by inspection. Hence the type must be known when
reading the file. The algorithm for specifying type, in order
of presedence, is as follows:
1. The optional argument @ecl_type can be used to specify
the type:
special_int_kw = EclKW.read_grdecl( fileH , 'INTKW' , ecl_type = ECL_INT_TYPE )
If ecl_type is different from ECL_INT_TYPE or
ECL_FLOAT_TYPE a TypeError exception will be raised.
If ecl_type == None (the default), the method will continue
to point 2. or 3. to determine the correct type.
2. If the keyword is included in the set built in set
'int_kw_set' the type will be ECL_INT_TYPE.
pvtnum_kw = EclKW.read_grdecl( fileH , 'PVTNUM' )
Observe that (currently) no case conversions take place
when checking the 'int_kw_set'. The current built in set is
accesible through the int_kw property.
3. Otherwise the default is float, i.e. ECL_FLOAT_TYPE.
poro_kw = EclKW.read_grdecl( fileH , 'PORO')
Observe that since the grdecl files are quite weakly
structured it is difficult to verify the integrity of the
files, malformed input might therefor pass unnoticed before
things blow up at a later stage.
[1]: It is possible, but not recommended, to pass in None for
@kw, in which case the method will load the first keyword
it finds in the file.
"""
cfile = CFILE(fileH)
if kw:
if len(kw) > 8:
raise TypeError(
"Sorry keyword:%s is too long, must be eight characters or less."
% kw)
if ecl_type is None:
if cls.int_kw_set.__contains__(kw):
ecl_type = EclTypeEnum.ECL_INT_TYPE
else:
ecl_type = EclTypeEnum.ECL_FLOAT_TYPE
if not ecl_type in [
EclTypeEnum.ECL_FLOAT_TYPE, EclTypeEnum.ECL_INT_TYPE
]:
raise TypeError("The type:%d is invalid when loading keyword:%s" %
(ecl_type, kw))
return cls._load_grdecl(cfile, kw, strict, ecl_type)
@classmethod
def fseek_grdecl(cls, fileH, kw, rewind=False):
"""
Will search through the open file and look for string @kw.
If the search succeeds the function will return and the file
pointer will be positioned at the start of the kw, if the
search fails the function will return false and the file
pointer will be repositioned at the position it had prior to
the call.
Only @kw instances which are found at the beginning of a line
(with optional leading space characters) are considered,
i.e. searching for the string PERMX in the cases below will
fail:
-- PERMX
EQUIL PERMX /
The function will start searching from the current position in
the file and forwards, if the optional argument @rewind is
true the function rewind to the beginning of the file and
search from there after the initial search.
"""
cfile = CFILE(fileH)
return cls._fseek_grdecl(kw, rewind, cfile)
@classmethod
def fread(cls, fortio):
"""
Will read a new EclKW instance from the open FortIO file.
"""
return cls._fread_alloc(fortio)
def free(self):
self._free()
def __repr__(self):
si = len(self)
nm = self.getName()
mm = 'type = %s' % str(self.getEclType())
if self.isNumeric():
mi, ma = self.getMinMax()
mm = 'min = %.2f, max = %.2f' % (mi, ma)
ad = self._ad_str()
fmt = 'EclKW(size = %d, name = "%s", %s) %s'
return fmt % (si, nm, mm, ad)
def __init__(self, name, size, data_type):
"""Creates a brand new EclKW instance.
This method will create a grand spanking new EclKW
instance. The instance will get name @name @size elements and
datatype @data_type. Using this method you could create a SOIL
keyword with:
soil_kw = EclKW( "SOIL" , 10000 , ECL_FLOAT_TYPE )
"""
if len(name) > 8:
raise ValueError(
"Sorry - maximum eight characters in keyword name")
c_ptr = self._alloc_new(name, size, data_type)
super(EclKW, self).__init__(c_ptr)
self.__private_init()
def __private_init(self):
self.data_ptr = None
ecl_type = self._get_type()
if ecl_type == EclTypeEnum.ECL_INT_TYPE:
self.data_ptr = self._int_ptr()
self.dtype = numpy.int32
self.str_fmt = "%8d"
elif ecl_type == EclTypeEnum.ECL_FLOAT_TYPE:
self.data_ptr = self._float_ptr()
self.dtype = numpy.float32
self.str_fmt = "%13.4f"
elif ecl_type == EclTypeEnum.ECL_DOUBLE_TYPE:
self.data_ptr = self._double_ptr()
self.dtype = numpy.float64
self.str_fmt = "%13.4f"
else:
# Iteration not supported for CHAR / BOOL
self.data_ptr = None
self.dtype = None
if ecl_type == EclTypeEnum.ECL_CHAR_TYPE:
self.str_fmt = "%8s"
elif ecl_type == EclTypeEnum.ECL_BOOL_TYPE:
self.str_fmt = "%d"
else:
self.str_fmt = "%s" #"Message type"
def sub_copy(self, offset, count, new_header=None):
"""
Will create a new block copy of the src keyword.
If @new_header == None the copy will get the same 'name' as
the src, otherwise the keyword will get the @new_header as
header.
The copy will start at @block of the src keyword and copy
@count elements; a negative value of @count is interpreted as
'the rest of the elements'
new1 = src.sub_copy(0 , 10, new_header = "NEW1")
new2 = src.sub_copy(10 , -1 , new_header = "NEW2")
If the count or index arguments are in some way invalid the
method will raise IndexError.
"""
if offset < 0 or offset >= len(self):
raise IndexError("Offset:%d invalid - valid range:[0,%d)" %
(offset, len(self)))
if offset + count > len(self):
raise IndexError("Invalid value of (offset + count):%d" %
(offset + count))
return self._sub_copy(new_header, offset, count)
def isNumeric(self):
"""
Will check if the keyword contains numeric data, i.e int, float or double.
"""
return self._assert_numeric()
def ecl_kw_instance(self):
return True
def __len__(self):
"""
Returns the number of elements. Implements len( )
"""
return self._get_size()
def __deep_copy__(self, memo):
"""
Python special routine used to perform deep copy.
"""
ecl_kw = self.copy()
return ecl_kw
def __getitem__(self, index):
"""
Function to support index based lookup: y = kw[index]
"""
if isinstance(index, int):
length = self.__len__()
if index < 0:
# We allow one level of negative indexing
index += len(self)
if index < 0 or index >= length:
raise IndexError
else:
if self.data_ptr:
return self.data_ptr[index]
else:
ecl_type = self.getEclType()
if ecl_type == EclTypeEnum.ECL_BOOL_TYPE:
return self._iget_bool(index)
elif ecl_type == EclTypeEnum.ECL_CHAR_TYPE:
return self._iget_char_ptr(index)
else:
raise TypeError("Internal implementation error ...")
elif isinstance(index, slice):
return self.slice_copy(index)
else:
raise TypeError("Index should be integer type")
def __setitem__(self, index, value):
"""
Function to support index based assignment: kw[index] = value
"""
if isinstance(index, int):
length = len(self)
if index < 0:
# Will only wrap backwards once
index = len(self) + index
if index < 0 or index >= length:
raise IndexError
else:
if self.data_ptr:
self.data_ptr[index] = value
else:
ecl_type = self.getEclType()
if ecl_type == EclTypeEnum.ECL_BOOL_TYPE:
self._iset_bool(index, value)
elif ecl_type == EclTypeEnum.ECL_CHAR_TYPE:
return self._iset_char_ptr(index, value)
else:
raise SystemError("Internal implementation error ...")
elif isinstance(index, slice):
(start, stop, step) = index.indices(len(self))
index = start
while index < stop:
self[index] = value
index += step
else:
raise TypeError("Index should be integer type")
#################################################################
def __IMUL__(self, factor, mul=True):
if self.isNumeric():
if hasattr(factor, "ecl_kw_instance"):
if self.assert_binary(factor):
if mul:
self._imul(factor)
else:
self._idiv(factor)
else:
raise TypeError("Type mismatch")
else:
if not mul:
factor = 1.0 / factor
ecl_type = self.getEclType()
if ecl_type == EclTypeEnum.ECL_INT_TYPE:
if isinstance(factor, int):
self._scale_int(factor)
else:
raise TypeError("Type mismatch")
else:
if isinstance(factor, int) or isinstance(factor, float):
self._scale_float(factor)
else:
raise TypeError(
"Only muliplication with scalar supported")
else:
raise TypeError("Not numeric type")
return self
def __IADD__(self, delta, add=True):
if self.isNumeric():
if type(self) == type(delta):
if self.assert_binary(delta):
if add:
self._iadd(delta)
else:
self._isub(delta)
else:
raise TypeError("Type / size mismatch")
else:
if add:
sign = 1
else:
sign = -1
ecl_type = self.getEclType()
if ecl_type == EclTypeEnum.ECL_INT_TYPE:
if isinstance(delta, int):
self._shift_int(delta * sign)
else:
raise TypeError("Type mismatch")
else:
if isinstance(delta, int) or isinstance(delta, float):
self._shift_float(
delta * sign
) # Will call the _float() or _double() function in the C layer.
else:
raise TypeError("Type mismatch")
else:
raise TypeError("Type / size mismatch")
return self
def __iadd__(self, delta):
return self.__IADD__(delta, True)
def __isub__(self, delta):
return self.__IADD__(delta, False)
def __imul__(self, delta):
return self.__IMUL__(delta, True)
def __idiv__(self, delta):
return self.__IMUL__(delta, False)
#################################################################
def __abs__(self):
if self.isNumeric():
copy = self.copy()
copy._iabs()
return copy
else:
raise TypeError(
"The __abs__() function is only implemented for numeric types")
def __add__(self, delta):
copy = self.copy()
copy += delta
return copy
def __radd__(self, delta):
return self.__add__(delta)
def __sub__(self, delta):
copy = self.copy()
copy -= delta
return copy
def __rsub__(self, delta):
return self.__sub__(delta) * -1
def __mul__(self, factor):
copy = self.copy()
copy *= factor
return copy
def __rmul__(self, factor):
return self.__mul__(factor)
def __div__(self, factor):
copy = self.copy()
copy /= factor
return copy
# No __rdiv__()
def sum(self):
"""
Will calculate the sum of all the elements in the keyword.
String: Raise ValueError exception.
Bool: The number of true values
"""
ecl_type = self.getEclType()
if ecl_type == EclTypeEnum.ECL_CHAR_TYPE:
raise ValueError(
'The keyword "%s" is of string type - sum is not implemented' %
self.getName())
elif ecl_type == EclTypeEnum.ECL_INT_TYPE:
return self._int_sum()
elif ecl_type == EclTypeEnum.ECL_FLOAT_TYPE:
return self._float_sum()
elif ecl_type == EclTypeEnum.ECL_DOUBLE_TYPE:
return self._float_sum()
elif ecl_type == EclTypeEnum.ECL_BOOL_TYPE:
sum = 0
for elm in self:
if elm:
sum += 1
return sum
def assert_binary(self, other):
"""
Utility function to assert that keywords @self and @other can
be combined.
"""
return self._assert_binary(other)
#################################################################
def assign(self, value, mask=None, force_active=False):
"""
Assign a value to current kw instance.
This method is used to assign value(s) to the current EclKW
instance. The @value parameter can either be a scalar, or
another EclKW instance. To set all elements of a keyword to
1.0:
kw.assign( 1.0 )
The numerical type of @value must be compatible with the
current keyword. The optional @mask argument should be an
EclRegion instance which can be used to limit the assignment
to only parts of the EclKW. In the example below we select all
the elements with PORO below 0.10, and then assign EQLNUM
value 88 to those cells:
grid = ecl.EclGrid("ECLIPSE.EGRID")
reg = ecl.EclRegion( grid , false )
init = ecl.EclFile("ECLIPSE.INIT")
poro = init["PORO"][0]
eqlnum = init["EQLNUM"][0]
reg.select_below( poro , 0.10 )
eqlnum.assign( 88 , mask = reg )
The EclRegion instance has two equivalent sets of selected
indices; one consisting of active indices and one consisting
of global indices. By default the assign() method will select
the global indices if the keyword has nx*ny*nz elements and
the active indices if the kw has nactive elements. By setting
the optional argument @force_active to true, you can force the
method to only modify the active indices, even though the
keyword has nx*ny*nz elements; if the keyword has nactive
elements the @force_active flag is not considered.
"""
if self.isNumeric():
if type(value) == type(self):
if mask:
mask.copy_kw(self, value, force_active)
else:
if self.assert_binary(value):
self._copy_data(value)
else:
raise TypeError("Type / size mismatch")
else:
if mask:
mask.set_kw(self, value, force_active)
else:
ecl_type = self.getEclType()
if ecl_type == EclTypeEnum.ECL_INT_TYPE:
if isinstance(value, int):
self._set_int(value)
else:
raise TypeError("Type mismatch")
else:
if isinstance(value, int) or isinstance(value, float):
self._set_float(value)
else:
raise TypeError(
"Only muliplication with scalar supported")
def add(self, other, mask=None, force_active=False):
"""
See method assign() for documentation of optional arguments
@mask and @force_active.
"""
if mask:
mask.iadd_kw(self, other, force_active)
else:
return self.__iadd__(other)
def sub(self, other, mask=None, force_active=False):
"""
See method assign() for documentation of optional arguments
@mask and @force_active.
"""
if mask:
mask.isub_kw(self, other, force_active)
else:
return self.__isub__(other)
def mul(self, other, mask=None, force_active=False):
"""
See method assign() for documentation of optional arguments
@mask and @force_active.
"""
if mask:
mask.imul_kw(self, other, force_active)
else:
return self.__imul__(other)
def div(self, other, mask=None, force_active=False):
"""
See method assign() for documentation of optional arguments
@mask and @force_active.
"""
if mask:
mask.idiv_kw(self, other, force_active)
else:
return self.__idiv__(other)
def apply(self, func, arg=None, mask=None, force_active=False):
"""
Will apply the function @func on the keyword - inplace.
The function @func should take a scalar value from the ecl_kw
vector as input, and return a scalar value of the same type;
optionally you can supply a second argument with the @arg
attribute:
def cutoff( x , limit):
if x > limit:
return x
else:
return 0
kw.apply( math.sin )
kw.apply( cutoff , arg = 0.10 )
See method assign() for documentation of optional arguments
@mask and @force_active.
"""
if mask:
active_list = mask.kw_index_list(self, force_active)
if arg:
for index in active_list:
self.data_ptr[index] = func(self.data_ptr[index], arg)
else:
for index in active_list:
self.data_ptr[index] = func(self.data_ptr[index])
else:
if arg:
for i in range(len(self)):
self.data_ptr[i] = func(self.data_ptr[i], arg)
else:
for i in range(len(self)):
self.data_ptr[i] = func(self.data_ptr[i])
def equal(self, other):
"""
Will check if the two keywords are (exactly) equal.
The check is based on the content of the keywords, and not
pointer comparison.
"""
if isinstance(other, EclKW):
return self._equal(other)
else:
raise TypeError("Can only compare with another EclKW")
def __eq__(self, other):
return self.equal(other)
def __hash__(self):
return hash(self._get_header())
def equal_numeric(self,
other,
epsilon=1e-6,
abs_epsilon=None,
rel_epsilon=None):
"""Will check if two numerical keywords are ~nearly equal.
If the keywords are of type integer, the comparison is
absolute.
If you pass in xxx_epsilon <= 0 the xxx_epsilon will be
ignored in the test.
"""
if isinstance(other, EclKW):
if abs_epsilon is None:
abs_epsilon = epsilon
if rel_epsilon is None:
rel_epsilon = epsilon
return self._equal_numeric(other, abs_epsilon, rel_epsilon)
else:
raise TypeError("Can only compare with another EclKW")
#################################################################
def deep_copy(self):
ecl_kw = self.__deep_copy__({})
return ecl_kw
def fortIOSize(self):
"""
The number of bytes this keyword would occupy in a BINARY file.
"""
return self._get_fortio_size()
def setName(self, name):
if len(name) > 8:
raise ValueError(
"Sorry: the name property must be max 8 characters long :-(")
self._set_header(name)
def getName(self):
n = self._get_header()
return str(n) if n else ''
def resize(self, new_size):
"""
Will set the new size of the kw to @new_size.
"""
if new_size >= 0:
self._resize(new_size)
# Iteration is based on a pointer to the underlying storage,
# that will generally by reset by the resize( ) call; i.e. we
# need to call the __private_init() method again.
self.__private_init()
def getMinMax(self):
"""
Will return a touple (min,max) for numerical types.
Will raise TypeError exception if the keyword is not of
numerical type.
"""
ecl_type = self.getEclType()
if ecl_type == EclTypeEnum.ECL_FLOAT_TYPE:
min_ = ctypes.c_float()
max_ = ctypes.c_float()
self._max_min_float(ctypes.byref(max_), ctypes.byref(min_))
elif ecl_type == EclTypeEnum.ECL_DOUBLE_TYPE:
min_ = ctypes.c_double()
max_ = ctypes.c_double()
self._max_min_double(ctypes.byref(max_), ctypes.byref(min_))
elif ecl_type == EclTypeEnum.ECL_INT_TYPE:
min_ = ctypes.c_int()
max_ = ctypes.c_int()
self._max_min_int(ctypes.byref(max_), ctypes.byref(min_))
else:
raise TypeError(
"min_max property not defined for keywords of type: %s" %
self.type)
return (min_.value, max_.value)
def getMax(self):
mm = self.getMinMax()
return mm[1]
def getMin(self):
mm = self.getMinMax()
return mm[0]
@property
def type(self):
return self.getEclType()
@property
def type_name(self):
return self.typeName()
def typeName(self):
return EclUtil.type_name(self.getEclType())
def getEclType(self):
return self._get_type()
@property
def header(self):
return (self.getName(), len(self), self.typeName())
@property
def array(self):
a = self.data_ptr
if not a == None:
a.size = len(self)
a.__parent__ = self # Inhibit GC
return a
def str_data(self, width, index1, index2, fmt):
"""
Helper function for str() method.
"""
data = []
s = ""
for index in range(index1, index2):
data.append(self[index])
for index in range(len(data)):
s += fmt % data[index]
if index % width == (width - 1):
s += "\n"
return s
def str(self, width=5, max_lines=10, fmt=None):
"""
Return string representation of kw for pretty printing.
The function will return a string consisting of a header, and
then a chunk of data. The data will be formatted in @width
columns, and a maximum of @max_lines lines. If @max_lines is
not sufficient the first elements in the kewyord are
represented, a .... continuation line and then the last part
of the keyword. If @max_lines is None all of the vector will
be printed, irrespective of how long it is.
If a value is given for @fmt that is used as format string for
each element, otherwise a type-specific default format is
used. If given the @fmt string should contain spacing between
the elements. The implementation of the builtin method
__str__() is based on this method.
"""
s = "%-8s %8d %-4s\n" % (self.getName(), len(self), self.typeName())
lines = len(self) // width
if not fmt:
fmt = self.str_fmt + " "
if max_lines is None or lines <= max_lines:
s += self.str_data(width, 0, len(self), fmt)
else:
s1 = width * max_lines / 2
s += self.str_data(width, 0, s1, fmt)
s += " .... \n"
s += self.str_data(width, len(self) - s1, len(self), fmt)
return s
def __str__(self):
"""
Return string representation - see method str().
"""
return self.str(width=5, max_lines=10)
def numpyView(self):
"""Will return a numpy view to the underlying data.
The data in this numpy array is *shared* with the EclKW
instance, meaning that updates in one will be reflected in the
other.
"""
if self.dtype is numpy.float64:
ct = ctypes.c_double
elif self.dtype is numpy.float32:
ct = ctypes.c_float
elif self.dtype is numpy.int32:
ct = ctypes.c_int
else:
raise ValueError(
"Invalid type - numpy array only valid for int/float/double")
ap = ctypes.cast(self.data_ptr, ctypes.POINTER(ct * len(self)))
return numpy.frombuffer(ap.contents, dtype=self.dtype)
def numpyCopy(self):
"""Will return a numpy array which contains a copy of the EclKW data.
The numpy array has a separate copy of the data, so that
changes to either the numpy array or the EclKW will *not* be
reflected in the other datastructure. This is in contrast to
the EclKW.numpyView( ) method where the underlying data is
shared.
"""
view = self.numpyView()
return numpy.copy(view)
def fwrite(self, fortio):
self._fwrite(fortio)
def write_grdecl(self, file):
"""
Will write keyword in GRDECL format.
This method will write the current keyword in GRDECL format,
the @file argument must be a Python file handle to an already
opened file. In the example below we load the porosity from an
existing GRDECL file, set all poro values below 0.05 to 0.00
and write back an updated GRDECL file.
poro = ecl.EclKW.load_grdecl( open("poro1.grdecl" , "r") , "PORO" )
grid = ecl.EclGrid( "ECLIPSE.EGRID" )
reg = ecl.EclRegion( grid , False )
reg.select_below( poro , 0.05 )
poro.assign( 0.0 , mask = reg )
fileH = open( "poro2.grdecl" , "w")
poro.write_grdecl( fileH )
fileH.close()
"""
cfile = CFILE(file)
self._fprintf_grdecl(cfile)
def fprintf_data(self, file, fmt=None):
"""
Will print the keyword data formatted to file.
The @file argument should be a python file handle to a file
opened for writing. The @fmt argument is used as fprintf()
format specifier, observe that the format specifier should
include a separation character between the elements. If no
@fmt argument is supplied the default str_fmt specifier is
used for every element, separated by a newline.
In the case of boolean data the function will print o and 1
for False and True respectively. For string data the function
will print the data as 8 characters long string with blank
padding on the right.
"""
if fmt is None:
fmt = self.str_fmt + "\n"
cfile = CFILE(file)
self._fprintf_data(fmt, cfile)
def fixUninitialized(self, grid):
"""
Special case function for region code.
"""
dims = grid.getDims()
actnum = grid.exportACTNUM()
self._fix_uninitialized(dims[0], dims[1], dims[2], actnum.getDataPtr())
def getDataPtr(self):
ecl_type = self.getEclType()
if ecl_type == EclTypeEnum.ECL_INT_TYPE:
return self._int_ptr()
elif ecl_type == EclTypeEnum.ECL_FLOAT_TYPE:
return self._float_ptr()
elif ecl_type == EclTypeEnum.ECL_DOUBLE_TYPE:
return self._double_ptr()
else:
raise ValueError("Only numeric types can export data pointer")
def firstDifferent(self,
other,
offset=0,
epsilon=0,
abs_epsilon=None,
rel_epsilon=None):
if len(self) != len(other):
raise ValueError("Keywords must have equal size")
if offset >= len(self):
raise IndexError("Offset:%d invalid - size:%d" %
(offset, len(self)))
if self.getEclType() != other.getEclType():
raise TypeError("The two keywords have different type")
if abs_epsilon is None:
abs_epsilon = epsilon
if rel_epsilon is None:
rel_epsilon = epsilon
return self._first_different(other, offset, abs_epsilon, rel_epsilon)
class EclSum(BaseCClass):
TYPE_NAME = "ecl_sum"
_fread_alloc = EclPrototype(
"void* ecl_sum_fread_alloc_case__( char* , char* , bool)",
bind=False)
_create_writer = EclPrototype(
"ecl_sum_obj ecl_sum_alloc_writer( char* , bool , bool , char* , time_t , bool , int , int , int)",
bind=False)
_iiget = EclPrototype("double ecl_sum_iget( ecl_sum , int , int)")
_free = EclPrototype("void ecl_sum_free( ecl_sum )")
_data_length = EclPrototype("int ecl_sum_get_data_length( ecl_sum )")
_iget_sim_days = EclPrototype(
"double ecl_sum_iget_sim_days( ecl_sum , int) ")
_iget_report_step = EclPrototype(
"int ecl_sum_iget_report_step( ecl_sum , int) ")
_iget_mini_step = EclPrototype(
"int ecl_sum_iget_mini_step( ecl_sum , int) ")
_iget_sim_time = EclPrototype(
"time_t ecl_sum_iget_sim_time( ecl_sum , int) ")
_get_report_end = EclPrototype(
"int ecl_sum_iget_report_end( ecl_sum , int)")
_get_general_var = EclPrototype(
"double ecl_sum_get_general_var( ecl_sum , int , char*)")
_get_general_var_index = EclPrototype(
"int ecl_sum_get_general_var_params_index( ecl_sum , char*)")
_get_general_var_from_sim_days = EclPrototype(
"double ecl_sum_get_general_var_from_sim_days( ecl_sum , double , char*)"
)
_get_general_var_from_sim_time = EclPrototype(
"double ecl_sum_get_general_var_from_sim_time( ecl_sum , time_t , char*)"
)
_get_first_gt = EclPrototype(
"int ecl_sum_get_first_gt( ecl_sum , int , double )")
_get_first_lt = EclPrototype(
"int ecl_sum_get_first_lt( ecl_sum , int , double )")
_get_start_date = EclPrototype(
"time_t ecl_sum_get_start_time( ecl_sum )")
_get_end_date = EclPrototype("time_t ecl_sum_get_end_time( ecl_sum )")
_get_last_report_step = EclPrototype(
"int ecl_sum_get_last_report_step( ecl_sum )")
_get_first_report_step = EclPrototype(
"int ecl_sum_get_first_report_step( ecl_sum )")
_select_matching_keys = EclPrototype(
"void ecl_sum_select_matching_general_var_list( ecl_sum , char* , stringlist )"
)
_has_key = EclPrototype(
"bool ecl_sum_has_general_var( ecl_sum , char* )")
_check_sim_time = EclPrototype(
"bool ecl_sum_check_sim_time( ecl_sum , time_t )")
_check_sim_days = EclPrototype(
"bool ecl_sum_check_sim_days( ecl_sum , double )")
_sim_length = EclPrototype("double ecl_sum_get_sim_length( ecl_sum )")
_get_first_day = EclPrototype("double ecl_sum_get_first_day( ecl_sum )")
_get_data_start = EclPrototype(
"time_t ecl_sum_get_data_start( ecl_sum )")
_get_unit = EclPrototype("char* ecl_sum_get_unit( ecl_sum , char*)")
_get_simcase = EclPrototype("char* ecl_sum_get_case( ecl_sum )")
_get_base = EclPrototype("char* ecl_sum_get_base( ecl_sum )")
_get_path = EclPrototype("char* ecl_sum_get_path( ecl_sum )")
_get_abs_path = EclPrototype("char* ecl_sum_get_abs_path( ecl_sum )")
_get_report_step_from_time = EclPrototype(
"int ecl_sum_get_report_step_from_time( ecl_sum , time_t)")
_get_report_step_from_days = EclPrototype(
"int ecl_sum_get_report_step_from_days( ecl_sum , double)")
_get_report_time = EclPrototype(
"time_t ecl_sum_get_report_time(ecl_sum , int)")
_fwrite_sum = EclPrototype("void ecl_sum_fwrite(ecl_sum)")
_set_case = EclPrototype("void ecl_sum_set_case(ecl_sum, char*)")
_alloc_time_vector = EclPrototype(
"time_t_vector_obj ecl_sum_alloc_time_vector(ecl_sum, bool)")
_alloc_data_vector = EclPrototype(
"double_vector_obj ecl_sum_alloc_data_vector(ecl_sum, int, bool)")
_get_var_node = EclPrototype(
"smspec_node_ref ecl_sum_get_general_var_node(ecl_sum , char* )")
_create_well_list = EclPrototype(
"stringlist_obj ecl_sum_alloc_well_list( ecl_sum , char* )")
_create_group_list = EclPrototype(
"stringlist_obj ecl_sum_alloc_group_list( ecl_sum , char* )")
_add_variable = EclPrototype(
"smspec_node_ref ecl_sum_add_var(ecl_sum , char* , char* , int , char*, double)"
)
_add_tstep = EclPrototype(
"ecl_sum_tstep_ref ecl_sum_add_tstep(ecl_sum , int , double)")
_export_csv = EclPrototype(
"void ecl_sum_export_csv( ecl_sum , char* , stringlist , char* , char*)"
)
_identify_var_type = EclPrototype(
"ecl_sum_var_type ecl_sum_identify_var_type( char* )", bind=False)
def __init__(self, load_case, join_string=":", include_restart=True):
"""
Loads a new EclSum instance with summary data.
Loads a new summary results from the ECLIPSE case given by
argument @load_case; @load_case should be the basename of the ECLIPSE
simulation you want to load. @load_case can contain a leading path
component, and also an extension - the latter will be ignored.
The @join_string is the string used when combining elements
from the WGNAMES, KEYWORDS and NUMS vectors into a composit
key; with @join_string == ":" the water cut in well OP_1 will
be available as "WWCT:OP_1".
If the @include_restart parameter is set to true the summary
loader will, in the case of a restarted ECLIPSE simulation,
try to load summary results also from the restarted case.
"""
c_pointer = self._fread_alloc(load_case, join_string, include_restart)
if c_pointer is None:
raise IOError(
"Failed to create summary instance from argument:%s" %
load_case)
else:
super(EclSum, self).__init__(c_pointer)
self.__private_init()
@classmethod
def createCReference(cls, c_pointer, parent=None):
result = super(EclSum, cls).createCReference(c_pointer, parent)
if not result is None:
result.__private_init()
return result
@classmethod
def createPythonObject(cls, c_pointer):
result = super(EclSum, cls).createPythonObject(c_pointer)
result.__private_init()
return result
@classmethod
def varType(cls, keyword):
return cls._identify_var_type(keyword)
@staticmethod
def writer(case,
start_time,
nx,
ny,
nz,
fmt_output=False,
unified=True,
time_in_days=True,
key_join_string=":"):
class EclFileView(BaseCClass):
TYPE_NAME = "ecl_file_view"
_iget_kw = EclPrototype(
"ecl_kw_ref ecl_file_view_iget_kw( ecl_file_view , int)")
_iget_named_kw = EclPrototype(
"ecl_kw_ref ecl_file_view_iget_named_kw( ecl_file_view , char* , int)"
)
_get_size = EclPrototype(
"int ecl_file_view_get_size( ecl_file_view )")
_get_num_named_kw = EclPrototype(
"int ecl_file_view_get_num_named_kw( ecl_file_view , char* )"
)
_get_unique_size = EclPrototype(
"int ecl_file_view_get_num_distinct_kw( ecl_file_view )")
_create_block_view = EclPrototype(
"ecl_file_view_ref ecl_file_view_add_blockview( ecl_file_view , char*, int )"
)
_create_block_view2 = EclPrototype(
"ecl_file_view_ref ecl_file_view_add_blockview2( ecl_file_view , char*, char*, int )"
)
_restart_view = EclPrototype(
"ecl_file_view_ref ecl_file_view_add_restart_view( ecl_file_view , int, int, time_t, double )"
)
def __init__(self):
raise NotImplementedError("Can not instantiate directly")
def __iget(self, index):
return self._iget_kw(index).setParent(parent=self)
def __repr__(self):
return 'EclFileView(size = %d) %s' % (len(self), self._ad_str())
def iget_named_kw(self, kw_name, index):
if not kw_name in self:
raise KeyError("No such keyword: %s" % kw_name)
if index >= self.numKeywords(kw_name):
raise IndexError("Too large index: %d" % index)
return self._iget_named_kw(kw_name, index).setParent(parent=self)
def __getitem__(self, index):
"""
Implements [] operator; index can be integer or key.
Will look up EclKW instances from the current EclFile
instance. The @index argument can either be an integer, in
which case the method will return EclKW number @index, or
alternatively a keyword string, in which case the method will
return a list of EclKW instances with that keyword:
restart_file = ecl_file.EclFile("ECLIPSE.UNRST")
kw9 = restart_file[9]
swat_list = restart_file["SWAT"]
The keyword based lookup can be combined with an extra [] to
get EclKW instance nr:
swat9 = restart_file["SWAT"][9]
Will return the 10'th SWAT keyword from the restart file. The
following example will iterate over all the SWAT keywords in a
restart file:
restart_file = ecl_file.EclFile("ECLIPSE.UNRST")
for swat in restart_file["SWAT"]:
....
"""
if isinstance(index, int):
if index < 0 or index >= len(self):
raise IndexError
else:
kw = self.__iget(index)
return kw
if isinstance(index, slice):
indices = index.indices(len(self))
kw_list = []
for i in range(*indices):
kw_list.append(self[i])
return kw_list
else:
if isinstance(index, bytes):
index = index.decode('ascii')
if isinstance(index, string_types):
if index in self:
kw_index = index
kw_list = []
for index in range(self.numKeywords(kw_index)):
kw_list.append(self.iget_named_kw(kw_index, index))
return kw_list
else:
raise KeyError("Unrecognized keyword:\'%s\'" % index)
else:
raise TypeError("Index must be integer or string (keyword)")
def __len__(self):
return self._get_size()
def __contains__(self, kw):
if self.numKeywords(kw) > 0:
return True
else:
return False
def numKeywords(self, kw):
return self._get_num_named_kw(kw)
def uniqueSize(self):
return self._get_unique_size()
def blockView2(self, start_kw, stop_kw, start_index):
if start_kw:
if not start_kw in self:
raise KeyError("The keyword:%s is not in file" % start_kw)
if start_index >= self.numKeywords(start_kw):
raise IndexError("Index too high")
if stop_kw:
if not stop_kw in self:
raise KeyError("The keyword:%s is not in file" % stop_kw)
view = self._create_block_view2(start_kw, stop_kw, start_index)
view.setParent(parent=self)
return view
def blockView(self, kw, kw_index):
num = self.numKeywords(kw)
if num == 0:
raise KeyError("Unknown keyword: %s" % kw)
if kw_index >= num:
raise IndexError("Index too high")
view = self._create_block_view(kw, kw_index)
view.setParent(parent=self)
return view
def restartView(self,
seqnum_index=None,
report_step=None,
sim_time=None,
sim_days=None):
if report_step is None:
report_step = -1
if sim_time is None:
sim_time = -1
if sim_days is None:
sim_days = -1
if seqnum_index is None:
seqnum_index = -1
view = self._restart_view(seqnum_index, report_step, CTime(sim_time),
sim_days)
if view is None:
raise ValueError("No such restart block could be identiefied")
view.setParent(parent=self)
return view
class EclDataType(BaseCClass):
TYPE_NAME = "ecl_data_type"
_alloc = EclPrototype("void* ecl_type_alloc_python(ecl_type_enum, size_t)",
bind=False)
_alloc_from_type = EclPrototype(
"void* ecl_type_alloc_from_type_python(ecl_type_enum)", bind=False)
_alloc_from_name = EclPrototype(
"void* ecl_type_alloc_from_name_python(char*)", bind=False)
_free = EclPrototype("void ecl_type_free_python(ecl_data_type)")
_get_type = EclPrototype(
"ecl_type_enum ecl_type_get_type_python(ecl_data_type)")
_get_element_size = EclPrototype(
"size_t ecl_type_get_sizeof_ctype_python(ecl_data_type)")
_is_int = EclPrototype("bool ecl_type_is_int_python(ecl_data_type)")
_is_char = EclPrototype("bool ecl_type_is_char_python(ecl_data_type)")
_is_float = EclPrototype("bool ecl_type_is_float_python(ecl_data_type)")
_is_double = EclPrototype("bool ecl_type_is_double_python(ecl_data_type)")
_is_mess = EclPrototype("bool ecl_type_is_mess_python(ecl_data_type)")
_is_bool = EclPrototype("bool ecl_type_is_bool_python(ecl_data_type)")
_get_name = EclPrototype("char* ecl_type_get_name_python(ecl_data_type)")
_is_numeric = EclPrototype(
"bool ecl_type_is_numeric_python(ecl_data_type)")
_is_equal = EclPrototype(
"bool ecl_type_is_equal_python(ecl_data_type, ecl_data_type)")
def __init__(self, type_enum=None, element_size=None, type_name=None):
self._assert_valid_arguments(type_enum, element_size, type_name)
if type_name:
c_ptr = self._alloc_from_name(type_name)
elif not element_size:
c_ptr = self._alloc_from_type(type_enum)
else:
c_ptr = self._alloc(type_enum, element_size)
super(EclDataType, self).__init__(c_ptr)
def _assert_valid_arguments(self, type_enum, element_size, type_name):
if type_name is not None:
if type_enum is not None or element_size is not None:
raise ValueError(
"Type name given (%s). Expected both type_enum and element_size to be None"
)
elif type_enum is None:
raise ValueError("Both type_enum and type_name is None!")
@property
def type(self):
return self._get_type()
@property
def element_size(self):
return self._get_element_size()
@property
def type_name(self):
return self._get_name()
def free(self):
self._free()
def is_int(self):
return self._is_int()
def is_char(self):
return self._is_char()
def is_float(self):
return self._is_float()
def is_double(self):
return self._is_double()
def is_mess(self):
return self._is_mess()
def is_bool(self):
return self._is_bool()
def is_numeric(self):
return self._is_numeric()
def is_equal(self, other):
return self._is_equal(other)
def __eq__(self, other):
if isinstance(other, self.__class__):
return self.is_equal(other)
return False
def __ne__(self, other):
return not self.__eq__(other)
def __hash__(self):
return hash((self.type, self.element_size))
@classmethod
def create_from_type_name(cls, name):
return EclDataType(type_name=name)
# Enables one to fetch a type as EclDataType.ECL_XXXX
class classproperty(object):
def __init__(self, fget):
self.fget = fget
def __get__(self, owner_self, owner_cls):
return self.fget(owner_cls)
@classproperty
def ECL_INT(cls):
return EclDataType(EclTypeEnum.ECL_INT_TYPE)
@classproperty
def ECL_FLOAT(cls):
return EclDataType(EclTypeEnum.ECL_FLOAT_TYPE)
@classproperty
def ECL_DOUBLE(cls):
return EclDataType(EclTypeEnum.ECL_DOUBLE_TYPE)
@classproperty
def ECL_BOOL(cls):
return EclDataType(EclTypeEnum.ECL_BOOL_TYPE)
@classproperty
def ECL_MESS(cls):
return EclDataType(EclTypeEnum.ECL_MESS_TYPE)
@classproperty
def ECL_CHAR(cls):
return EclDataType(EclTypeEnum.ECL_CHAR_TYPE)
class EclGrid(BaseCClass):
"""
Class for loading and internalizing ECLIPSE GRID/EGRID files.
"""
TYPE_NAME = "ecl_grid"
_fread_alloc = EclPrototype("void* ecl_grid_load_case( char* )",
bind=False)
_grdecl_create = EclPrototype(
"ecl_grid_obj ecl_grid_alloc_GRDECL_kw( int , int , int , ecl_kw , ecl_kw , ecl_kw , ecl_kw)",
bind=False)
_alloc_rectangular = EclPrototype(
"ecl_grid_obj ecl_grid_alloc_rectangular( int , int , int , double , double , double , int*)",
bind=False)
_exists = EclPrototype("bool ecl_grid_exists( char* )", bind=False)
_get_lgr = EclPrototype(
"ecl_grid_ref ecl_grid_get_lgr( ecl_grid , char* )")
_get_cell_lgr = EclPrototype(
"ecl_grid_ref ecl_grid_get_cell_lgr1( ecl_grid , int )")
_num_coarse_groups = EclPrototype(
"int ecl_grid_get_num_coarse_groups( ecl_grid )")
_in_coarse_group1 = EclPrototype(
"bool ecl_grid_cell_in_coarse_group1( ecl_grid , int)")
_free = EclPrototype("void ecl_grid_free( ecl_grid )")
_get_nx = EclPrototype("int ecl_grid_get_nx( ecl_grid )")
_get_ny = EclPrototype("int ecl_grid_get_ny( ecl_grid )")
_get_nz = EclPrototype("int ecl_grid_get_nz( ecl_grid )")
_get_global_size = EclPrototype("int ecl_grid_get_global_size( ecl_grid )")
_get_active = EclPrototype("int ecl_grid_get_active_size( ecl_grid )")
_get_active_fracture = EclPrototype(
"int ecl_grid_get_nactive_fracture( ecl_grid )")
_get_name = EclPrototype("char* ecl_grid_get_name( ecl_grid )")
_ijk_valid = EclPrototype(
"bool ecl_grid_ijk_valid(ecl_grid , int , int , int)")
_get_active_index3 = EclPrototype(
"int ecl_grid_get_active_index3( ecl_grid , int , int , int)")
_get_global_index3 = EclPrototype(
"int ecl_grid_get_global_index3( ecl_grid , int , int , int)")
_get_active_index1 = EclPrototype(
"int ecl_grid_get_active_index1( ecl_grid , int )")
_get_active_fracture_index1 = EclPrototype(
"int ecl_grid_get_active_fracture_index1( ecl_grid , int )")
_get_global_index1A = EclPrototype(
"int ecl_grid_get_global_index1A( ecl_grid , int )")
_get_global_index1F = EclPrototype(
"int ecl_grid_get_global_index1F( ecl_grid , int )")
_get_ijk1 = EclPrototype(
"void ecl_grid_get_ijk1( ecl_grid , int , int* , int* , int*)")
_get_ijk1A = EclPrototype(
"void ecl_grid_get_ijk1A( ecl_grid , int , int* , int* , int*)")
_get_xyz3 = EclPrototype(
"void ecl_grid_get_xyz3( ecl_grid , int , int , int , double* , double* , double*)"
)
_get_xyz1 = EclPrototype(
"void ecl_grid_get_xyz1( ecl_grid , int , double* , double* , double*)"
)
_get_cell_corner_xyz1 = EclPrototype(
"void ecl_grid_get_cell_corner_xyz1( ecl_grid , int , int , double* , double* , double*)"
)
_get_corner_xyz = EclPrototype(
"void ecl_grid_get_corner_xyz( ecl_grid , int , int , int, double* , double* , double*)"
)
_get_xyz1A = EclPrototype(
"void ecl_grid_get_xyz1A( ecl_grid , int , double* , double* , double*)"
)
_get_ij_xy = EclPrototype(
"bool ecl_grid_get_ij_from_xy( ecl_grid , double , double , int , int* , int*)"
)
_get_ijk_xyz = EclPrototype(
"int ecl_grid_get_global_index_from_xyz( ecl_grid , double , double , double , int)"
)
_cell_contains = EclPrototype(
"bool ecl_grid_cell_contains_xyz1( ecl_grid , int , double , double , double )"
)
_cell_regular = EclPrototype(
"bool ecl_grid_cell_regular1( ecl_grid , int)")
_num_lgr = EclPrototype("int ecl_grid_get_num_lgr( ecl_grid )")
_has_lgr = EclPrototype("bool ecl_grid_has_lgr( ecl_grid , char* )")
_grid_value = EclPrototype(
"double ecl_grid_get_property( ecl_grid , ecl_kw , int , int , int)")
_get_cell_volume = EclPrototype(
"double ecl_grid_get_cell_volume1( ecl_grid , int )")
_get_cell_thickness = EclPrototype(
"double ecl_grid_get_cell_thickness1( ecl_grid , int )")
_get_cell_dx = EclPrototype(
"double ecl_grid_get_cell_dx1( ecl_grid , int )")
_get_cell_dy = EclPrototype(
"double ecl_grid_get_cell_dy1( ecl_grid , int )")
_get_depth = EclPrototype("double ecl_grid_get_cdepth1( ecl_grid , int )")
_fwrite_grdecl = EclPrototype(
"void ecl_grid_grdecl_fprintf_kw( ecl_grid , ecl_kw , char* , FILE , double)"
)
_load_column = EclPrototype(
"void ecl_grid_get_column_property( ecl_grid , ecl_kw , int , int , double_vector)"
)
_get_top = EclPrototype("double ecl_grid_get_top2( ecl_grid , int , int )")
_get_bottom = EclPrototype(
"double ecl_grid_get_bottom2( ecl_grid , int , int )")
_locate_depth = EclPrototype(
"int ecl_grid_locate_depth( ecl_grid , double , int , int )")
_invalid_cell = EclPrototype(
"bool ecl_grid_cell_invalid1( ecl_grid , int)")
_valid_cell = EclPrototype("bool ecl_grid_cell_valid1( ecl_grid , int)")
_get_distance = EclPrototype(
"void ecl_grid_get_distance( ecl_grid , int , int , double* , double* , double*)"
)
_fprintf_grdecl = EclPrototype(
"void ecl_grid_fprintf_grdecl( ecl_grid , FILE) ")
_fwrite_GRID = EclPrototype(
"void ecl_grid_fwrite_GRID( ecl_grid , char* )")
_fwrite_EGRID = EclPrototype(
"void ecl_grid_fwrite_EGRID( ecl_grid , char*, bool )")
_equal = EclPrototype(
"bool ecl_grid_compare(ecl_grid , ecl_grid , bool, bool)")
_dual_grid = EclPrototype("bool ecl_grid_dual_grid( ecl_grid )")
_init_actnum = EclPrototype(
"void ecl_grid_init_actnum_data( ecl_grid , int* )")
_compressed_kw_copy = EclPrototype(
"void ecl_grid_compressed_kw_copy( ecl_grid , ecl_kw , ecl_kw)")
_global_kw_copy = EclPrototype(
"void ecl_grid_global_kw_copy( ecl_grid , ecl_kw , ecl_kw)")
_create_volume_keyword = EclPrototype(
"ecl_kw_obj ecl_grid_alloc_volume_kw( ecl_grid , bool)")
@classmethod
def loadFromGrdecl(cls, filename):
"""Will create a new EclGrid instance from grdecl file.
This function will scan the input file @filename and look for
the keywords required to build a grid. The following keywords
are required:
SPECGRID ZCORN COORD
In addition the function will look for and use the ACTNUM and
MAPAXES keywords if they are found; if ACTNUM is not found all
cells are assumed to be active.
Slightly more exotic grid concepts like dual porosity, NNC
mapping, LGR and coarsened cells will be completely ignored;
if you need such concepts you must have an EGRID file and use
the default EclGrid() constructor - that is also considerably
faster.
"""
if os.path.isfile(filename):
with open(filename) as f:
specgrid = EclKW.read_grdecl(f,
"SPECGRID",
ecl_type=EclTypeEnum.ECL_INT_TYPE,
strict=False)
zcorn = EclKW.read_grdecl(f, "ZCORN")
coord = EclKW.read_grdecl(f, "COORD")
try:
actnum = EclKW.read_grdecl(
f, "ACTNUM", ecl_type=EclTypeEnum.ECL_INT_TYPE)
except ValueError:
actnum = None
try:
mapaxes = EclKW.read_grdecl(f, "MAPAXES")
except ValueError:
mapaxes = None
return EclGrid.create(specgrid, zcorn, coord, actnum, mapaxes)
else:
raise IOError("No such file:%s" % filename)
@classmethod
def loadFromFile(cls, filename):
"""
Will inspect the @filename argument and create a new EclGrid instance.
"""
if FortIO.isFortranFile(filename):
return EclGrid(filename)
else:
return EclGrid.loadFromGrdecl(filename)
@classmethod
def create(cls, specgrid, zcorn, coord, actnum, mapaxes=None):
"""
Create a new grid instance from existing keywords.
This is a class method which can be used to create an EclGrid
instance based on the EclKW instances @specgrid, @zcorn,
@coord and @actnum. An ECLIPSE EGRID file contains the
SPECGRID, ZCORN, COORD and ACTNUM keywords, so a somewhat
involved way to create a EclGrid instance could be:
file = ecl.EclFile( "ECLIPSE.EGRID" )
specgrid_kw = file.iget_named_kw( "SPECGRID" , 0)
zcorn_kw = file.iget_named_kw( "ZCORN" , 0)
coord_kw = file.iget_named_kw( "COORD" , 0)
actnum_kw = file.iget_named_kw( "ACTNUM" , 0 )
grid = EclGrid.create( specgrid_kw , zcorn_kw , coord_kw , actnum_kw)
If you are so inclined ...
"""
return cls._grdecl_create(specgrid[0], specgrid[1], specgrid[2], zcorn,
coord, actnum, mapaxes)
@classmethod
def create_rectangular(cls, dims, dV, actnum=None):
warnings.warn(
"The create_rectangular method is deprecated - use createRectangular( )",
DeprecationWarning)
return cls.createRectangular(dims, dV, actnum)
@classmethod
def createRectangular(cls, dims, dV, actnum=None):
"""
Will create a new rectangular grid. @dims = (nx,ny,nz) @dVg = (dx,dy,dz)
With the default value @actnum == None all cells will be active,
"""
if actnum is None:
ecl_grid = cls._alloc_rectangular(dims[0], dims[1], dims[2], dV[0],
dV[1], dV[2], None)
else:
if not isinstance(actnum, IntVector):
tmp = IntVector(initial_size=len(actnum))
for (index, value) in enumerate(actnum):
tmp[index] = value
actnum = tmp
if not len(actnum) == dims[0] * dims[1] * dims[2]:
raise ValueError(
"ACTNUM size mismatch: len(ACTNUM):%d Expected:%d" %
(len(actnum), dims[0] * dims[1] * dims[2]))
ecl_grid = cls._alloc_rectangular(dims[0], dims[1], dims[2],
dV[0], dV[1], dV[2],
actnum.getDataPtr())
return ecl_grid
def __init__(self, filename):
c_ptr = self._fread_alloc(filename)
if c_ptr:
super(EclGrid, self).__init__(c_ptr)
else:
raise IOError("Loading grid from:%s failed" % filename)
def free(self):
self._free()
def equal(self, other, include_lgr=True, include_nnc=False, verbose=False):
"""
Compare the current grid with the other grid.
"""
if not isinstance(other, EclGrid):
raise TypeError("The other argument must be an EclGrid instance")
return self._equal(other, include_lgr, include_nnc, verbose)
def dualGrid(self):
"""Is this grid dual porosity model?"""
return self._dual_grid()
@property
def dual_grid(self):
warnings.warn(
"The dual_grid property is deprecated - use dualGrid( ) method",
DeprecationWarning)
return self.dualGrid()
@property
def nx(self):
warnings.warn("The nx property is deprecated - use getNX( ) method",
DeprecationWarning)
return self.getNX()
@property
def ny(self):
warnings.warn("The ny property is deprecated - use getNY( ) method",
DeprecationWarning)
return self.getNY()
@property
def nz(self):
warnings.warn("The nz property is deprecated - use getNZ( ) method",
DeprecationWarning)
return self.getNZ()
@property
def size(self):
warnings.warn(
"The size property is deprecated - use getGlobalSize( ) method",
DeprecationWarning)
return self.getGlobalSize()
@property
def nactive(self):
warnings.warn(
"The nactive property is deprecated - use getNumActive( ) method",
DeprecationWarning)
return self.getNumActive()
@property
def nactive_fracture(self):
warnings.warn(
"The nactive_fracture property is deprecated - use getNumActiveFracture( ) method",
DeprecationWarning)
return self.getNumActiveFracture()
@property
def dims(self):
warnings.warn(
"The dims property is deprecated - use getDims() method instead",
DeprecationWarning)
return self.getDims()
def getDims(self):
"""A tuple of four elements: (nx , ny , nz , nactive)."""
return (self.getNX(), self.getNY(), self.getNZ(), self.getNumActive())
def getNX(self):
""" The number of elements in the x direction"""
return self._get_nx()
def getNY(self):
""" The number of elements in the y direction"""
return self._get_ny()
def getNZ(self):
""" The number of elements in the z direction"""
return self._get_nz()
def getGlobalSize(self):
"""Returns the total number of cells in this grid"""
return self._get_global_size()
def getNumActive(self):
"""The number of active cells in the grid."""
return self._get_active()
def getNumActiveFracture(self):
"""The number of active cells in the grid."""
return self._get_active_fracture()
def getBoundingBox2D(self, layer=0, lower_left=None, upper_right=None):
if 0 <= layer <= self.getNZ():
x = ctypes.c_double()
y = ctypes.c_double()
z = ctypes.c_double()
if lower_left is None:
i1 = 0
j1 = 0
else:
i1, j1 = lower_left
if not 0 < i1 < self.getNX():
raise ValueError("lower_left i coordinate invalid")
if not 0 < j1 < self.getNY():
raise ValueError("lower_left j coordinate invalid")
if upper_right is None:
i2 = self.getNX()
j2 = self.getNY()
else:
i2, j2 = upper_right
if not 1 < i2 <= self.getNX():
raise ValueError("upper_right i coordinate invalid")
if not 1 < j2 <= self.getNY():
raise ValueError("upper_right j coordinate invalid")
if not i1 < i2:
raise ValueError("Must have lower_left < upper_right")
if not j1 < j2:
raise ValueError("Must have lower_left < upper_right")
self._get_corner_xyz(i1, j1, layer, ctypes.byref(x),
ctypes.byref(y), ctypes.byref(z))
p0 = (x.value, y.value)
self._get_corner_xyz(i2, j1, layer, ctypes.byref(x),
ctypes.byref(y), ctypes.byref(z))
p1 = (x.value, y.value)
self._get_corner_xyz(i2, j2, layer, ctypes.byref(x),
ctypes.byref(y), ctypes.byref(z))
p2 = (x.value, y.value)
self._get_corner_xyz(i1, j2, layer, ctypes.byref(x),
ctypes.byref(y), ctypes.byref(z))
p3 = (x.value, y.value)
return (p0, p1, p2, p3)
else:
raise ValueError("Invalid layer value:%d Valid range: [0,%d]" %
(layer, self.getNZ()))
def getName(self):
"""
Name of the current grid.
For the main grid this is the filename given to the
constructor when loading the grid; for an LGR this is the name
of the LGR. If the grid instance has been created with the
create() classmethod this can be None.
"""
return self._get_name()
@property
def name(self):
warnings.warn(
"The name property is deprecated - use getName() method instead",
DeprecationWarning)
return self.getName()
def global_index(self, active_index=None, ijk=None):
"""
Will convert either active_index or (i,j,k) to global index.
"""
return self.__global_index(active_index=active_index, ijk=ijk)
def __global_index(self, active_index=None, global_index=None, ijk=None):
"""
Will convert @active_index or @ijk to global_index.
This method will convert @active_index or @ijk to a global
index. Exactly one of the arguments @active_index,
@global_index or @ijk must be supplied.
The method is used extensively internally in the EclGrid
class; most methods which take coordinate input pass through
this method to normalize the coordinate representation.
"""
set_count = 0
if not active_index is None:
set_count += 1
if not global_index is None:
set_count += 1
if ijk:
set_count += 1
if not set_count == 1:
raise ValueError(
"Exactly one of the kewyord arguments active_index, global_index or ijk must be set"
)
if not active_index is None:
global_index = self._get_global_index1A(active_index)
elif ijk:
nx = self.getNX()
ny = self.getNY()
nz = self.getNZ()
i, j, k = ijk
if not 0 <= i < nx:
raise IndexError("Invalid value i:%d Range: [%d,%d)" %
(i, 0, nx))
if not 0 <= j < ny:
raise IndexError("Invalid value j:%d Range: [%d,%d)" %
(j, 0, ny))
if not 0 <= k < nz:
raise IndexError("Invalid value k:%d Range: [%d,%d)" %
(k, 0, nz))
global_index = self._get_global_index3(i, j, k)
else:
if not 0 <= global_index < self.getGlobalSize():
raise IndexError(
"Invalid value global_index:%d Range: [%d,%d)" %
(global_index, 0, self.getGlobalSize()))
return global_index
def get_active_index(self, ijk=None, global_index=None):
"""
Lookup active index based on ijk or global index.
Will determine the active_index of a cell, based on either
@ijk = (i,j,k) or @global_index. If the cell specified by the
input arguments is not active the function will return -1.
"""
gi = self.__global_index(global_index=global_index, ijk=ijk)
return self._get_active_index1(gi)
def get_active_fracture_index(self, ijk=None, global_index=None):
"""
For dual porosity - get the active fracture index.
"""
gi = self.__global_index(global_index=global_index, ijk=ijk)
return self._get_active_fracture_index1(gi)
def get_global_index1F(self, active_fracture_index):
"""
Will return the global index corresponding to active fracture index.
"""
return self._get_global_index1F(active_fracture_index)
def cell_invalid(self, ijk=None, global_index=None, active_index=None):
"""
Tries to check if a cell is invalid.
Cells which are used to represent numerical aquifers are
typically located in UTM position (0,0); these cells have
completely whacked up shape and size, and should **NOT** be
used in calculations involving real world coordinates. To
protect against this a heuristic is used identify such cells
and mark them as invalid. There might be other sources than
numerical aquifers to this problem.
"""
gi = self.__global_index(global_index=global_index,
ijk=ijk,
active_index=active_index)
return self._invalid_cell(gi)
def validCellGeometry(self,
ijk=None,
global_index=None,
active_index=None):
"""Checks if the cell has valid geometry.
There are at least two reasons why a cell might have invalid
gemetry:
1. In the case of GRID files it is not necessary to supply
the geometry for all the cells; in that case this
function will return false for cells which do not have
valid coordinates.
2. Cells which are used to represent numerical aquifers are
typically located in UTM position (0,0); these cells have
completely whacked up shape and size; these cells are
identified by a heuristic - which might fail
If the validCellGeometry( ) returns false for a particular
cell functions which calculate cell volumes, real world
coordinates and so on - should not be used.
"""
gi = self.__global_index(global_index=global_index,
ijk=ijk,
active_index=active_index)
return self._valid_cell(gi)
def active(self, ijk=None, global_index=None):
"""
Is the cell active?
See documentation og get_xyz() for explanation of parameters
@ijk and @global_index.
"""
gi = self.__global_index(global_index=global_index, ijk=ijk)
active_index = self._get_active_index1(gi)
if active_index >= 0:
return True
else:
return False
def get_global_index(self, ijk=None, active_index=None):
"""
Lookup global index based on ijk or active index.
"""
gi = self.__global_index(active_index=active_index, ijk=ijk)
return gi
def get_ijk(self, active_index=None, global_index=None):
"""
Lookup (i,j,k) for a cell, based on either active index or global index.
The return value is a tuple with three elements (i,j,k).
"""
i = ctypes.c_int()
j = ctypes.c_int()
k = ctypes.c_int()
gi = self.__global_index(active_index=active_index,
global_index=global_index)
self._get_ijk1(gi, ctypes.byref(i), ctypes.byref(j), ctypes.byref(k))
return (i.value, j.value, k.value)
def get_xyz(self, active_index=None, global_index=None, ijk=None):
"""
Find true position of cell center.
Will return world position of the center of a cell in the
grid. The return value is a tuple of three elements:
(utm_x , utm_y , depth).
The cells of a grid can be specified in three different ways:
(i,j,k) : As a tuple of i,j,k values.
global_index : A number in the range [0,nx*ny*nz). The
global index is related to (i,j,k) as:
global_index = i + j*nx + k*nx*ny
active_index : A number in the range [0,nactive).
For many of the EclGrid methods a cell can be specified using
any of these three methods. Observe that one and only method is
allowed:
OK:
pos1 = grid.get_xyz( active_index = 100 )
pos2 = grid.get_xyz( ijk = (10,20,7 ))
Crash and burn:
pos3 = grid.get_xyz( ijk = (10,20,7 ) , global_index = 10)
pos4 = grid.get_xyz()
All the indices in the EclGrid() class are zero offset, this
is in contrast to ECLIPSE which has an offset 1 interface.
"""
gi = self.__global_index(ijk=ijk,
active_index=active_index,
global_index=global_index)
x = ctypes.c_double()
y = ctypes.c_double()
z = ctypes.c_double()
self._get_xyz1(gi, ctypes.byref(x), ctypes.byref(y), ctypes.byref(z))
return (x.value, y.value, z.value)
def getNodePos(self, i, j, k):
"""Will return the (x,y,z) for the node given by (i,j,k).
Observe that this method does not consider cells, but the
nodes in the grid. This means that the valid input range for
i,j and k are are upper end inclusive. To get the four
bounding points of the lower layer of the grid:
p0 = grid.getNodePos(0 , 0 , 0)
p1 = grid.getNodePos(grid.getNX() , 0 , 0)
p2 = grid.getNodePos(0 , grid.getNY() , 0)
p3 = grid.getNodePos(grid.getNX() , grid.getNY() , 0)
"""
if not 0 <= i <= self.getNX():
raise IndexError("Invalid I value:%d - valid range: [0,%d]" %
(i, self.getNX()))
if not 0 <= j <= self.getNY():
raise IndexError("Invalid J value:%d - valid range: [0,%d]" %
(j, self.getNY()))
if not 0 <= k <= self.getNZ():
raise IndexError("Invalid K value:%d - valid range: [0,%d]" %
(k, self.getNZ()))
x = ctypes.c_double()
y = ctypes.c_double()
z = ctypes.c_double()
self._get_corner_xyz(i, j, k, ctypes.byref(x), ctypes.byref(y),
ctypes.byref(z))
return (x.value, y.value, z.value)
def getCellCorner(self,
corner_nr,
active_index=None,
global_index=None,
ijk=None):
"""
Will look up xyz of corner nr @corner_nr
lower layer: upper layer
2---3 6---7
| | | |
0---1 4---5
"""
gi = self.__global_index(ijk=ijk,
active_index=active_index,
global_index=global_index)
x = ctypes.c_double()
y = ctypes.c_double()
z = ctypes.c_double()
self._get_cell_corner_xyz1(gi, corner_nr, ctypes.byref(x),
ctypes.byref(y), ctypes.byref(z))
return (x.value, y.value, z.value)
def get_corner_xyz(self,
corner_nr,
active_index=None,
global_index=None,
ijk=None):
warnings.warn(
"The get_corner_xyz() method has been renamed: getCellCorner()",
DeprecationWarning)
return self.getCellCorner(corner_nr, active_index, global_index, ijk)
def getNodeXYZ(self, i, j, k):
"""
This function returns the position of Vertex (i,j,k).
The coordinates are in the inclusive interval [0,nx] x [0,ny] x [0,nz].
"""
nx = self.getNX()
ny = self.getNY()
nz = self.getNZ()
corner = 0
if i == nx:
i -= 1
corner += 1
if j == ny:
j -= 1
corner += 2
if k == nz:
k -= 1
corner += 4
if self._ijk_valid(i, j, k):
return self.get_corner_xyz(corner,
global_index=i + j * nx + k * nx * ny)
else:
raise IndexError("Invalid coordinates: (%d,%d,%d) " % (i, j, k))
def getLayerXYZ(self, xy_corner, layer):
nx = self.getNX()
(j, i) = divmod(xy_corner, nx + 1)
k = layer
return self.getNodeXYZ(i, j, k)
def distance(self, global_index1, global_index2):
dx = ctypes.c_double()
dy = ctypes.c_double()
dz = ctypes.c_double()
self._get_distance(global_index1, global_index2, ctypes.byref(dx),
ctypes.byref(dy), ctypes.byref(dz))
return (dx.value, dy.value, dz.value)
def depth(self, active_index=None, global_index=None, ijk=None):
"""
Depth of the center of a cell.
Returns the depth of the center of the cell given by
@active_index, @global_index or @ijk. See method get_xyz() for
documentation of @active_index, @global_index and @ijk.
"""
gi = self.__global_index(ijk=ijk,
active_index=active_index,
global_index=global_index)
return self._get_depth(gi)
def top(self, i, j):
"""
Top of the reservoir; in the column (@i , @j).
"""
return self._get_top(i, j)
def bottom(self, i, j):
"""
Bottom of the reservoir; in the column (@i , @j).
"""
return self._get_bottom(i, j)
def locate_depth(self, depth, i, j):
"""
Will locate the k value of cell containing specified depth.
Will scan through the grid column specified by the input
arguments @i and @j and search for a cell containing the depth
given by input argument @depth. The return value is the k
value of cell containing @depth.
If @depth is above the top of the reservoir the function will
return -1, and if @depth is below the bottom of the reservoir
the function will return -nz.
"""
return self._locate_depth(depth, i, j)
def find_cell(self, x, y, z, start_ijk=None):
"""
Lookup cell containg true position (x,y,z).
Will locate the cell in the grid which contains the true
position (@x,@y,@z), the return value is as a triplet
(i,j,k). The underlying C implementation is not veeery
efficient, and can potentially take quite long time. If you
provide a good intial guess with the parameter @start_ijk (a
tuple (i,j,k)) things can speed up quite substantially.
If the location (@x,@y,@z) can not be found in the grid, the
method will return None.
"""
if start_ijk:
start_index = self.__global_index(ijk=start_ijk)
else:
start_index = 0
global_index = self._get_ijk_xyz(x, y, z, start_index)
if global_index >= 0:
i = ctypes.c_int()
j = ctypes.c_int()
k = ctypes.c_int()
self._get_ijk1(global_index, ctypes.byref(i), ctypes.byref(j),
ctypes.byref(k))
return (i.value, j.value, k.value)
else:
return None
def cell_contains(self,
x,
y,
z,
active_index=None,
global_index=None,
ijk=None):
"""
Will check if the cell contains point given by world
coordinates (x,y,z).
See method get_xyz() for documentation of @active_index,
@global_index and @ijk.
"""
gi = self.__global_index(ijk=ijk,
active_index=active_index,
global_index=global_index)
return self._cell_contains(gi, x, y, z)
def findCellXY(self, x, y, k):
"""Will find the i,j of cell with utm coordinates x,y.
The @k input is the layer you are interested in, the allowed
values for k are [0,nz]. If the coordinates (x,y) are found to
be outside the grid a ValueError exception is raised.
"""
if 0 <= k <= self.getNZ():
i = ctypes.c_int()
j = ctypes.c_int()
ok = self._get_ij_xy(x, y, k, ctypes.byref(i), ctypes.byref(j))
if ok:
return (i.value, j.value)
else:
raise ValueError(
"Could not find the point:(%g,%g) in layer:%d" % (x, y, k))
else:
raise IndexError("Invalid layer value:%d" % k)
@staticmethod
def d_cmp(a, b):
return cmp(a[0], b[0])
def findCellCornerXY(self, x, y, k):
"""Will find the corner nr of corner closest to utm coordinates x,y.
The @k input is the layer you are interested in, the allowed
values for k are [0,nz]. If the coordinates (x,y) are found to
be outside the grid a ValueError exception is raised.
"""
i, j = self.findCellXY(x, y, k)
if k == self.getNZ():
k -= 1
corner_shift = 4
else:
corner_shift = 0
nx = self.getNX()
x0, y0, z0 = self.getCellCorner(corner_shift, ijk=(i, j, k))
d0 = math.sqrt((x0 - x) * (x0 - x) + (y0 - y) * (y0 - y))
c0 = i + j * (nx + 1)
x1, y1, z1 = self.getCellCorner(1 + corner_shift, ijk=(i, j, k))
d1 = math.sqrt((x1 - x) * (x1 - x) + (y1 - y) * (y1 - y))
c1 = i + 1 + j * (nx + 1)
x2, y2, z2 = self.getCellCorner(2 + corner_shift, ijk=(i, j, k))
d2 = math.sqrt((x2 - x) * (x2 - x) + (y2 - y) * (y2 - y))
c2 = i + (j + 1) * (nx + 1)
x3, y3, z3 = self.getCellCorner(3 + corner_shift, ijk=(i, j, k))
d3 = math.sqrt((x3 - x) * (x3 - x) + (y3 - y) * (y3 - y))
c3 = i + 1 + (j + 1) * (nx + 1)
l = [(d0, c0), (d1, c1), (d2, c2), (d3, c3)]
l.sort(EclGrid.d_cmp)
return l[0][1]
def cell_regular(self, active_index=None, global_index=None, ijk=None):
"""
The ECLIPSE grid models often contain various degenerate cells,
which are twisted, have overlapping corners or what not. This
function gives a moderate sanity check on a cell, essentially
what the function does is to check if the cell contains it's
own centerpoint - which is actually not as trivial as it
sounds.
"""
gi = self.__global_index(ijk=ijk,
active_index=active_index,
global_index=global_index)
return self._cell_regular(gi)
def cell_volume(self, active_index=None, global_index=None, ijk=None):
"""
Calculate the volume of a cell.
Will calculate the total volume of the cell. See method
get_xyz() for documentation of @active_index, @global_index
and @ijk.
"""
gi = self.__global_index(ijk=ijk,
active_index=active_index,
global_index=global_index)
return self._get_cell_volume(gi)
def cell_dz(self, active_index=None, global_index=None, ijk=None):
"""
The thickness of a cell.
Will calculate the (average) thickness of the cell. See method
get_xyz() for documentation of @active_index, @global_index
and @ijk.
"""
gi = self.__global_index(ijk=ijk,
active_index=active_index,
global_index=global_index)
return self._get_cell_thickness(gi)
def getCellDims(self, active_index=None, global_index=None, ijk=None):
"""Will return a tuple (dx,dy,dz) for cell dimension.
The dx and dy values are best effor estimates of the cell size
along the i and j directions respectively. The three values
are guaranteed to satisfy:
dx * dy * dz = dV
See method get_xyz() for documentation of @active_index,
@global_index and @ijk.
"""
gi = self.__global_index(ijk=ijk,
active_index=active_index,
global_index=global_index)
dx = self._get_cell_dx(gi)
dy = self._get_cell_dy(gi)
dz = self._get_cell_thickness(gi)
return (dx, dy, dz)
def getNumLGR(self):
"""
How many LGRs are attached to this main grid?
How many LGRs are attached to this main grid; the grid
instance doing the query must itself be a main grid.
"""
return self._num_lgr()
@property
def num_lgr(self):
warnings.warn(
"The num_lgr property is deprecated - use getNumLGR() method instead",
DeprecationWarning)
def has_lgr(self, lgr_name):
"""
Query if the grid has an LGR with name @lgr_name.
"""
if self._has_lgr(lgr_name):
return True
else:
return False
def get_lgr(self, lgr_name):
"""
Get EclGrid instance with LGR content.
Return an EclGrid instance based on the LGR named
@lgr_name. The LGR grid instance is in most questions like an
ordinary grid instance; the only difference is that it can not
be used for further queries about LGRs.
If the grid does not contain an LGR with this name the method
will return None.
"""
if self._has_lgr(lgr_name):
lgr = self._get_lgr(name)
lgr.setParent(self)
return lgr
else:
raise KeyError("No such LGR:%s" % lgr_name)
def get_cell_lgr(self, active_index=None, global_index=None, ijk=None):
"""
Get EclGrid instance located in cell.
Will query the current grid instance if the cell given by
@active_index, @global_index or @ijk has been refined with an
LGR. Will return None if the cell in question has not been
refined, the return value can be used for further queries.
See get_xyz() for documentation of the input parameters.
"""
gi = self.__global_index(ijk=ijk,
active_index=active_index,
global_index=global_index)
lgr = self._get_cell_lgr(gi)
if lgr:
lgr.setParent(self)
return lgr
else:
raise IndexError("No LGR defined for this cell")
def grid_value(self, kw, i, j, k):
"""
Will evalute @kw in location (@i,@j,@k).
The ECLIPSE properties and solution vectors are stored in
restart and init files as 1D vectors of length nx*nx*nz or
nactive. The grid_value() method is a minor convenience
function to convert the (@i,@j,@k) input values to an
appropriate 1D index.
Depending on the length of kw the input arguments are
converted either to an active index or to a global index. If
the length of kw does not fit with either the global size of
the grid or the active size of the grid things will fail hard.
"""
return self._grid_value(kw, i, j, k)
def load_column(self, kw, i, j, column):
"""
Load the values of @kw from the column specified by (@i,@j).
The method will scan through all k values of the input field
@kw for fixed values of i and j. The size of @kw must be
either nactive or nx*ny*nz.
The input argument @column should be a DoubleVector instance,
observe that if size of @kw == nactive k values corresponding
to inactive cells will not be modified in the @column
instance; in that case it is important that @column is
initialized with a suitable default value.
"""
self._load_column(kw, i, j, column)
def createKW(self, array, kw_name, pack):
"""
Creates an EclKW instance based on existing 3D numpy object.
The method create3D() does the inverse operation; creating a
3D numpy object from an EclKW instance. If the argument @pack
is true the resulting keyword will have length 'nactive',
otherwise the element will have length nx*ny*nz.
"""
if array.ndim == 3:
dims = array.shape
if dims[0] == self.getNX() and dims[1] == self.getNY(
) and dims[2] == self.getNZ():
dtype = array.dtype
if dtype == numpy.int32:
type = EclTypeEnum.ECL_INT_TYPE
elif dtype == numpy.float32:
type = EclTypeEnum.ECL_FLOAT_TYPE
elif dtype == numpy.float64:
type = EclTypeEnum.ECL_DOUBLE_TYPE
else:
sys.exit("Do not know how to create ecl_kw from type:%s" %
dtype)
if pack:
size = self.getNumActive()
else:
size = self.getGlobalSize()
if len(kw_name) > 8:
# Silently truncate to length 8 - ECLIPSE has it's challenges.
kw_name = kw_name[0:8]
kw = EclKW(kw_name, size, type)
active_index = 0
global_index = 0
for k in range(self.nz):
for j in range(self.ny):
for i in range(self.nx):
if pack:
if self.active(global_index=global_index):
kw[active_index] = array[i, j, k]
active_index += 1
else:
if dtype == numpy.int32:
kw[global_index] = int(array[i, j, k])
else:
kw[global_index] = array[i, j, k]
global_index += 1
return kw
raise ValueError("Wrong size / dimension on array")
def coarse_groups(self):
"""
Will return the number of coarse groups in this grid.
"""
return self._num_coarse_groups()
def in_coarse_group(self, global_index=None, ijk=None, active_index=None):
"""
Will return True or False if the cell is part of coarse group.
"""
global_index = self.__global_index(active_index=active_index,
ijk=ijk,
global_index=global_index)
return self._in_coarse_group1(global_index)
def create3D(self, ecl_kw, default=0):
"""
Creates a 3D numpy array object with the data from @ecl_kw.
Observe that 3D numpy object is a copy of the data in the
EclKW instance, i.e. modification to the numpy object will not
be reflected in the ECLIPSE keyword.
The methods createKW() does the inverse operation; creating an
EclKW instance from a 3D numpy object.
Alternative: Creating the numpy array object is not very
efficient; if you only need a limited number of elements from
the ecl_kw instance it might be wiser to use the grid_value()
method:
value = grid.grid_value( ecl_kw , i , j , k )
"""
if len(ecl_kw) == self.getNumActive() or len(
ecl_kw) == self.getGlobalSize():
array = numpy.ones(
[self.getNX(), self.getNZ(),
self.getNZ()], dtype=ecl_kw.dtype) * default
array = numpy.ones([self.getGlobalSize()],
dtype=ecl_kw.dtype) * default
kwa = ecl_kw.array
if len(ecl_kw) == self.size:
for i in range(kwa.size):
array[i] = kwa[i]
else:
data_index = 0
for global_index in range(self.getGlobalSize()):
if self.active(global_index=global_index):
array[global_index] = kwa[data_index]
data_index += 1
array = array.reshape(
[self.ngetNX(), self.getNY(),
self.getNZ()], order='F')
return array
else:
raise ValueError(
"Keyword: %s has invalid size(%d), must be either nactive:%d or nx*ny*nz:%d"
% (ecl_kw.name, ecl_kw.size, self.nactive, self.size))
def save_grdecl(self, pyfile):
"""
Will write the the grid content as grdecl formatted keywords.
Will only write the main grid.
"""
cfile = CFILE(pyfile)
self._fprintf_grdecl(cfile)
def save_EGRID(self, filename, output_metric=True):
"""
Will save the current grid as a EGRID file.
"""
self._fwrite_EGRID(filename, output_metric)
def save_GRID(self, filename):
"""
Will save the current grid as a EGRID file.
"""
self._fwrite_GRID(filename)
def write_grdecl(self,
ecl_kw,
pyfile,
special_header=None,
default_value=0):
"""
Writes an EclKW instance as an ECLIPSE grdecl formatted file.
The input argument @ecl_kw must be an EclKW instance of size
nactive or nx*ny*nz. If the size is nactive the inactive cells
will be filled with @default_value; hence the function will
always write nx*ny*nz elements.
The data in the @ecl_kw argument can be of type integer,
float, double or bool. In the case of bool the default value
must be specified as 1 (True) or 0 (False).
The input argument @pyfile should be a valid python filehandle
opened for writing; i.e.
pyfile = open("PORO.GRDECL" , "w")
grid.write_grdecl( poro_kw , pyfile , default_value = 0.0)
grid.write_grdecl( permx_kw , pyfile , default_value = 0.0)
pyfile.close()
"""
if len(ecl_kw) == self.getNumActive() or len(
ecl_kw) == self.getGlobalSize():
cfile = CFILE(pyfile)
self._fwrite_grdecl(ecl_kw, special_header, cfile, default_value)
else:
raise ValueError(
"Keyword: %s has invalid size(%d), must be either nactive:%d or nx*ny*nz:%d"
% (ecl_kw.getName(), len(ecl_kw), self.getNumActive(),
self.getGlobalSize()))
def exportACTNUM(self):
actnum = IntVector(initial_size=self.getGlobalSize())
self._init_actnum(actnum.getDataPtr())
return actnum
def compressedKWCopy(self, kw):
if len(kw) == self.getNumActive():
return kw.copy()
elif len(kw) == self.getGlobalSize():
kw_copy = EclKW(kw.getName(), self.getNumActive(), kw.getEclType())
self._compressed_kw_copy(kw_copy, kw)
return kw_copy
else:
raise ValueError(
"The input keyword must have nx*n*nz or nactive elements. Size:%d invalid"
% len(kw))
def globalKWCopy(self, kw, default_value):
if len(kw) == self.getGlobalSize():
return kw.copy()
elif len(kw) == self.getNumActive():
kw_copy = EclKW(kw.getName(), self.getGlobalSize(),
kw.getEclType())
kw_copy.assign(default_value)
self._global_kw_copy(kw_copy, kw)
return kw_copy
else:
raise ValueError(
"The input keyword must have nx*n*nz or nactive elements. Size:%d invalid"
% len(kw))
def exportACTNUMKw(self):
actnum = EclKW.create("ACTNUM", self.getGlobalSize(),
EclTypeEnum.ECL_INT_TYPE)
self._init_actnum(actnum.getDataPtr())
return actnum
def createVolumeKeyword(self, active_size=True):
"""Will create a EclKW initialized with cell volumes.
The purpose of this method is to create a EclKW instance which
is initialized with all the cell volumes, this can then be
used to perform volume summation; i.e. to calculate the total
oil volume:
soil = 1 - sgas - swat
cell_volume = grid.createVolumeKeyword()
tmp = cell_volume * soil
oip = tmp.sum( )
The oil in place calculation shown above could easily be
implemented by iterating over the soil kw, however using the
volume keyword has two advantages:
1. The calculation of cell volumes is quite time consuming,
by storing the results in a kw they can be reused.
2. By using the compact form 'oip = cell_volume * soil' the
inner loop iteration will go in C - which is faster.
By default the kw will only have values for the active cells,
but by setting the optional variable @active_size to False you
will get volume values for all cells in the grid.
"""
return self._create_volume_keyword(active_size)
class EclRFT(BaseCClass):
"""The EclRFT class contains the information for *one* RFT.
The ECLIPSE RFT file can contain three different types of RFT like
objects which are lumped together; the EclRFTClass is a container
for such objects. The three different object types which can be
found in an RFT file are:
RFT: This is old-fashioned RFT which contains measurements of
saturations for each of the completed cells.
PLT: This contains production and flow rates for each phase in
each cell.
SEGMENT: Not implemented.
In addition to the measurements specific for RFT and PLT each cell
has coordinates, pressure and depth.
"""
TYPE_NAME = "ecl_rft"
_alloc = EclPrototype(
"void* ecl_rft_node_alloc_new( char* , char* , time_t , double)",
bind=False)
_free = EclPrototype("void ecl_rft_node_free( ecl_rft )")
_get_type = EclPrototype("int ecl_rft_node_get_type( ecl_rft )")
_get_well = EclPrototype("char* ecl_rft_node_get_well_name( ecl_rft )")
_get_date = EclPrototype("time_t ecl_rft_node_get_date( ecl_rft )")
_get_size = EclPrototype("int ecl_rft_node_get_size( ecl_rft )")
_iget_cell = EclPrototype("void* ecl_rft_node_iget_cell( ecl_rft )")
_iget_cell_sorted = EclPrototype(
"void* ecl_rft_node_iget_cell_sorted( ecl_rft )")
_sort_cells = EclPrototype(
"void* ecl_rft_node_inplace_sort_cells( ecl_rft )")
_iget_depth = EclPrototype("double ecl_rft_node_iget_depth( ecl_rft )")
_iget_pressure = EclPrototype("double ecl_rft_node_iget_pressure(ecl_rft)")
_iget_ijk = EclPrototype(
"void ecl_rft_node_iget_ijk( ecl_rft , int , int*, int*, int*)")
_iget_swat = EclPrototype("double ecl_rft_node_iget_swat(ecl_rft)")
_iget_sgas = EclPrototype("double ecl_rft_node_iget_sgas(ecl_rft)")
_iget_orat = EclPrototype("double ecl_rft_node_iget_orat(ecl_rft)")
_iget_wrat = EclPrototype("double ecl_rft_node_iget_wrat(ecl_rft)")
_iget_grat = EclPrototype("double ecl_rft_node_iget_grat(ecl_rft)")
_lookup_ijk = EclPrototype(
"void* ecl_rft_node_lookup_ijk( ecl_rft , int , int , int)")
_is_RFT = EclPrototype("bool ecl_rft_node_is_RFT( ecl_rft )")
_is_PLT = EclPrototype("bool ecl_rft_node_is_PLT( ecl_rft )")
_is_SEGMENT = EclPrototype("bool ecl_rft_node_is_SEGMENT( ecl_rft )")
_is_MSW = EclPrototype("bool ecl_rft_node_is_MSW( ecl_rft )")
def __init__(self, name, type_string, date, days):
c_ptr = self._alloc(name, type_string, CTime(date), days)
super(EclRFT, self).__init__(c_ptr)
def free(self):
self._free()
def __len__(self):
"""
The number of completed cells in this RFT.
"""
return self._get_size()
def is_RFT(self):
"""
Is instance an RFT; in that case all the cells will be EclRFTCell instances.
"""
return self._is_RFT()
def is_PLT(self):
"""
Is instance a PLT; in that case all the cells will be EclPLTCell instances.
"""
return self._is_PLT()
def is_SEGMENT(self):
"""
Is this a SEGMENT - not implemented.
"""
return self._is_SEGMENT()
def is_MSW(self):
"""
Is this well a MSW well. Observe that the test ONLY applies to PLTs.
"""
return self._is_MSW()
@property
def type(self):
# Enum: ecl_rft_enum from ecl_rft_node.h
# RFT = 1
# PLT = 2
# Segment = 3 -- Not properly implemented
"""
Deprecated - use query methods: is_RFT(), is_PLT() and is_SEGMENT() instead.
"""
warnings.warn(
"The property type is deprecated, use the query methods is_RFT(), is_PLT() and is_SEGMENT() instead.",
DeprecationWarning)
return self._get_type()
def getWellName(self):
"""
The name of the well we are considering.
"""
return self._get_well()
@property
def well(self):
warnings.warn(
"The property well is deprecated, use the getWellName() method instead.",
DeprecationWarning)
return self.getWellName()
def getDate(self):
"""
The date when this RFT/PLT/... was recorded.
"""
ct = CTime(self._get_date())
return ct.date()
@property
def date(self):
warnings.warn(
"The property date is deprecated, use the getDate() instead.",
DeprecationWarning)
return self.getDate()
@property
def size(self):
"""
The number of completed cells.
"""
warnings.warn(
"The property size is deprecated, use the built in len( ) function instead.",
DeprecationWarning)
return len(self)
def __cell_ref(self, cell_ptr):
if self.is_RFT():
return EclRFTCell.createCReference(cell_ptr, self)
elif self.is_PLT():
return EclPLTCell.createCReference(cell_ptr, self)
else:
raise NotImplementedError("Only RFT and PLT cells are implemented")
def assert_cell_index(self, index):
if isinstance(index, types.IntType):
length = self.__len__()
if index < 0 or index >= length:
raise IndexError
else:
raise TypeError("Index should be integer type")
def __getitem__(self, index):
"""Implements the [] operator to return the cells.
To get the object related to cell nr 5:
cell = rft[4]
The return value from the __getitem__() method is either an
EclRFTCell instance or a EclPLTCell instance, depending on the
type of this particular RFT object.
"""
self.assert_cell_index(index)
cell_ptr = self._iget_cell(index)
return self.__cell_ref(cell_ptr)
def iget(self, index):
return self[index]
def iget_sorted(self, index):
"""
Will return the cell nr @index in the list of sorted cells.
See method sort() for further documentation.
"""
self.assert_cell_index(index)
cell_ptr = self._iget_cell_sorted(index)
return self.__cell_ref(cell_ptr)
def sort(self):
"""
Will sort cells in RFT; currently only applies to MSW wells.
By default the cells in the RFT come in the order they are
specified in the ECLIPSE input file; that is not necessarily
in a suitable order. In the case of MSW wells it is possible
to sort the connections after distance along the wellpath. To
access the cells in sort order you have two options:
1. Sort the cells using the sort() method, and then
subsequently access them sequentially:
rft.sort()
for cell in rft:
print cell
2. Let the rft object stay unsorted, but access the cells
using the iget_sorted() method:
for i in range(len(rft)):
cell = rft.iget_sorted( i )
Currently only MSW/PLTs are sorted, based on the CONLENST
keyword; for other wells the sort() method does nothing.
"""
self._sort_cells()
# ijk are zero offset
def ijkget(self, ijk):
"""
Will look up the cell based on (i,j,k).
If the cell (i,j,k) is not part of this RFT/PLT None will be
returned. The (i,j,k) input values should be zero offset,
i.e. you must subtract 1 from the (i,j,k) values given in the ECLIPSE input.
"""
cell_ptr = self._lookup_ijk(ijk[0], ijk[1], ijk[2])
if cell_ptr:
return self.__cell_ref(cell_ptr)
else:
return None
class EclRFTFile(BaseCClass):
TYPE_NAME = "ecl_rft_file"
_load = EclPrototype("void* ecl_rft_file_alloc_case( char* )", bind=False)
_iget = EclPrototype(
"ecl_rft_ref ecl_rft_file_iget_node( ecl_rft_file , int )")
_get_rft = EclPrototype(
"ecl_rft_ref ecl_rft_file_get_well_time_rft( ecl_rft_file , char* , time_t)"
)
_has_rft = EclPrototype("bool ecl_rft_file_case_has_rft( char* )",
bind=False)
_free = EclPrototype("void ecl_rft_file_free( ecl_rft_file )")
_get_size = EclPrototype(
"int ecl_rft_file_get_size__( ecl_rft_file , char* , time_t)")
_get_num_wells = EclPrototype(
"int ecl_rft_file_get_num_wells( ecl_rft_file )")
"""
The EclRFTFile class is used to load an ECLIPSE RFT file.
The EclRFTFile serves as a container which can load and hold the
content of an ECLIPSE RFT file. The RFT files will in general
contain data for several wells and several times in one large
container. The EclRFTClass class contains methods get the the RFT
results for a specific time and/or well.
The EclRFTFile class can in general contain a mix of RFT and PLT
measurements. The class does not really differentiate between
these.
"""
def __init__(self, case):
c_ptr = self._load(case)
super(EclRFTFile, self).__init__(c_ptr)
def __len__(self):
return self._get_size(None, CTime(-1))
def __getitem__(self, index):
if isinstance(index, int):
if 0 <= index < len(self):
rft = self._iget(index)
rft.setParent(self)
return rft
else:
raise IndexError("Index '%d' must be in range: [0, %d]" %
(index, len(self) - 1))
else:
raise TypeError("Index must be integer type")
def size(self, well=None, date=None):
"""
The number of elements in EclRFTFile container.
By default the size() method will return the total number of
RFTs/PLTs in the container, but by specifying the optional
arguments date and/or well the function will only count the
number of well measurements matching that time or well
name. The well argument can contain wildcards.
rftFile = ecl.EclRFTFile( "ECLIPSE.RFT" )
print "Total number of RFTs : %d" % rftFile.size( )
print "RFTs matching OP* : %d" % rftFile.size( well = "OP*" )
print "RFTs at 01/01/2010 : %d" % rftFile.size( date = datetime.date( 2010 , 1 , 1 ))
"""
if date:
cdate = CTime(date)
else:
cdate = CTime(-1)
return self._get_size(well, cdate)
def getNumWells(self):
"""
Returns the total number of distinct wells in the RFT file.
"""
return self._get_num_wells()
@property
def num_wells(self):
warnings.warn(
"The property num_wells is deprecated, use the getNumWells() instead.",
DeprecationWarning)
return self.getNumWells()
def getHeaders(self):
"""
Returns a list of two tuples (well_name , date) for the whole file.
"""
header_list = []
for i in (range(self._get_size(None, CTime(-1)))):
rft = self.iget(i)
header_list.append((rft.well, rft.date))
return header_list
@property
def headers(self):
warnings.warn(
"The property headers is deprecated, use the getHeaders() instead.",
DeprecationWarning)
return self.getHeaders()
def iget(self, index):
"""
Will lookup RFT @index - equivalent to [@index].
"""
return self[index]
def get(self, well_name, date):
"""
Will look up the RFT object corresponding to @well and @date.
Raise Exception if not found.
"""
if self.size(well=well_name, date=date) == 0:
raise KeyError("No RFT for well:%s at %s" % (well_name, date))
rft = self._get_rft(well_name, CTime(date))
rft.setParent(self)
return rft
def free(self):
self._free()
class FaultBlockLayer(BaseCClass):
TYPE_NAME = "fault_block_layer"
_alloc = EclPrototype(
"void* fault_block_layer_alloc(ecl_grid , int)", bind=False)
_free = EclPrototype(
"void fault_block_layer_free(fault_block_layer)")
_size = EclPrototype(
"int fault_block_layer_get_size(fault_block_layer)")
_iget_block = EclPrototype(
"fault_block_ref fault_block_layer_iget_block(fault_block_layer, int)")
_add_block = EclPrototype(
"fault_block_ref fault_block_layer_add_block(fault_block_layer, int)")
_get_block = EclPrototype(
"fault_block_ref fault_block_layer_get_block(fault_block_layer, int)")
_del_block = EclPrototype(
"void fault_block_layer_del_block(fault_block_layer, int)")
_has_block = EclPrototype(
"bool fault_block_layer_has_block(fault_block_layer, int)")
_scan_keyword = EclPrototype(
"bool fault_block_layer_scan_kw(fault_block_layer, ecl_kw)")
_load_keyword = EclPrototype(
"bool fault_block_layer_load_kw(fault_block_layer, ecl_kw)")
_getK = EclPrototype(
"int fault_block_layer_get_k(fault_block_layer)")
_get_next_id = EclPrototype(
"int fault_block_layer_get_next_id(fault_block_layer)")
_scan_layer = EclPrototype(
"void fault_block_layer_scan_layer( fault_block_layer , layer)"
)
_insert_block_content = EclPrototype(
"void fault_block_layer_insert_block_content( fault_block_layer , fault_block)"
)
_export_kw = EclPrototype(
"bool fault_block_layer_export( fault_block_layer , ecl_kw )"
)
_get_layer = EclPrototype(
"layer_ref fault_block_layer_get_layer( fault_block_layer )")
def __init__(self, grid, k):
c_ptr = self._alloc(grid, k)
if c_ptr:
super(FaultBlockLayer, self).__init__(c_ptr)
else:
raise ValueError(
"Invalid input - failed to create FaultBlockLayer")
# The underlying C implementation uses lazy evaluation and
# needs to hold on to the grid reference. We therefor take
# references to it here, to protect against premature garbage
# collection.
self.grid_ref = grid
def __len__(self):
return self._size()
def __getitem__(self, index):
"""
@rtype: FaultBlock
"""
if isinstance(index, int):
if index < 0:
index += len(self)
if 0 <= index < len(self):
return self._iget_block(index).setParent(self)
else:
raise IndexError("Index:%d out of range: [0,%d)" %
(index, len(self)))
elif isinstance(index, tuple):
i, j = index
if 0 <= i < self.grid_ref.getNX() and 0 <= j < self.grid_ref.getNY(
):
geo_layer = self.getGeoLayer()
block_id = geo_layer[i, j]
if block_id == 0:
raise ValueError(
"No fault block defined for location (%d,%d)" % (i, j))
else:
return self.getBlock(block_id)
else:
raise IndexError("Invalid i,j : (%d,%d)" % (i, j))
else:
raise TypeError("Index should be integer type")
def __contains__(self, block_id):
return self._has_block(block_id)
def scanKeyword(self, fault_block_kw):
"""
Will reorder the block ids, and ensure single connectedness. Assign block_id to zero blocks.
"""
ok = self._scan_keyword(fault_block_kw)
if not ok:
raise ValueError(
"The fault block keyword had wrong type/size: type:%s size:%d grid_size:%d"
% (fault_block_kw.typeName(), len(fault_block_kw),
self.grid_ref.getGlobalSize()))
def loadKeyword(self, fault_block_kw):
"""
Will load directly from keyword - without reorder; ignoring zero.
"""
ok = self._load_keyword(fault_block_kw)
if not ok:
raise ValueError(
"The fault block keyword had wrong type/size: type:%s size:%d grid_size:%d"
% (fault_block_kw.typeName(), len(fault_block_kw),
self.grid_ref.getGlobalSize()))
def getBlock(self, block_id):
"""
@rtype: FaultBlock
"""
if block_id in self:
return self._get_block(block_id).setParent(self)
else:
raise KeyError("No blocks with ID:%d in this layer" % block_id)
def deleteBlock(self, block_id):
if block_id in self:
self._del_block(block_id)
else:
raise KeyError("No blocks with ID:%d in this layer" % block_id)
def addBlock(self, block_id=None):
if block_id is None:
block_id = self.getNextID()
if block_id in self:
raise KeyError("Layer already contains block with ID:%s" %
block_id)
else:
return self._add_block(block_id).setParent(self)
def getNextID(self):
return self._get_next_id()
def getK(self):
return self._getK()
def free(self):
self._free()
def scanLayer(self, layer):
self._scan_layer(layer)
def insertBlockContent(self, block):
self._insert_block_content(block)
def exportKeyword(self, kw):
if len(kw) != self.grid_ref.getGlobalSize():
raise ValueError(
"The size of the target keyword must be equal to the size of the grid. Got:%d Expected:%d"
% (len(kw), self.grid_ref.getGlobalSize()))
if kw.getEclType() != EclTypeEnum.ECL_INT_TYPE:
raise TypeError("The target kewyord must be of integer type")
self._export_kw(kw)
def addFaultBarrier(self, fault, link_segments=False):
layer = self.getGeoLayer()
layer.addFaultBarrier(fault, self.getK(), link_segments)
def addFaultLink(self, fault1, fault2):
if not fault1.intersectsFault(fault2, self.getK()):
layer = self.getGeoLayer()
layer.addIJBarrier(fault1.extendToFault(fault2, self.getK()))
def joinFaults(self, fault1, fault2):
if not fault1.intersectsFault(fault2, self.getK()):
layer = self.getGeoLayer()
try:
layer.addIJBarrier(
Fault.joinFaults(fault1, fault2, self.getK()))
except ValueError:
print('Failed to join faults %s and %s' %
(fault1.getName(), fault2.getName()))
raise ValueError("")
def addPolylineBarrier(self, polyline):
layer = self.getGeoLayer()
p0 = polyline[0]
c0 = self.grid_ref.findCellCornerXY(p0[0], p0[1], self.getK())
i, j = self.grid_ref.findCellXY(p0[0], p0[1], self.getK())
print('%g,%g -> %d,%d %d' % (p0[0], p0[1], i, j, c0))
for index in range(1, len(polyline)):
p1 = polyline[index]
c1 = self.grid_ref.findCellCornerXY(p1[0], p1[1], self.getK())
i, j = self.grid_ref.findCellXY(p1[0], p1[1], self.getK())
layer.addInterpBarrier(c0, c1)
print('%g,%g -> %d,%d %d' % (p1[0], p1[1], i, j, c1))
print('Adding barrier %d -> %d' % (c0, c1))
c0 = c1
def getGeoLayer(self):
"""Returns the underlying geometric layer."""
return self._get_layer()
def cellContact(self, p1, p2):
layer = self.getGeoLayer()
return layer.cellContact(p1, p2)
class EclPLTCell(RFTCell):
TYPE_NAME = "ecl_plt_cell"
_alloc_PLT = EclPrototype("void* ecl_rft_cell_alloc_PLT( int, int , int , double , double , double, double , double, double , double , double , double , double , double )" , bind = False)
_get_orat = EclPrototype("double ecl_rft_cell_get_orat( ecl_plt_cell )")
_get_grat = EclPrototype("double ecl_rft_cell_get_grat( ecl_plt_cell )")
_get_wrat = EclPrototype("double ecl_rft_cell_get_wrat( ecl_plt_cell )")
_get_flowrate = EclPrototype("double ecl_rft_cell_get_flowrate( ecl_plt_cell )")
_get_oil_flowrate = EclPrototype("double ecl_rft_cell_get_oil_flowrate( ecl_plt_cell )")
_get_gas_flowrate = EclPrototype("double ecl_rft_cell_get_gas_flowrate( ecl_plt_cell )")
_get_water_flowrate = EclPrototype("double ecl_rft_cell_get_water_flowrate( ecl_plt_cell )")
_get_conn_start = EclPrototype("double ecl_rft_cell_get_connection_start( ecl_plt_cell )")
_get_conn_end = EclPrototype("double ecl_rft_cell_get_connection_end( ecl_plt_cell )")
def __init__(self , i , j , k , depth , pressure , orat , grat , wrat , conn_start ,conn_end, flowrate , oil_flowrate , gas_flowrate , water_flowrate ):
c_ptr = self._alloc_PLT( i , j , k , depth , pressure , orat , grat , wrat , conn_start ,conn_end, flowrate , oil_flowrate , gas_flowrate , water_flowrate )
super( EclPLTCell , self).__init__( c_ptr )
@property
def orat(self):
return self._get_orat( )
@property
def grat(self):
return self._get_grat( )
@property
def wrat(self):
return self._get_wrat( )
@property
def conn_start(self):
"""Will return the length from wellhead(?) to connection.
For MSW wells this property will return the distance from a
fixed point (wellhead) to the current connection. This value
will be used to sort the completed cells along the well
path. In the case of non MSW wells this will just return a
fixed default value.
"""
return self._get_conn_start( )
@property
def conn_end(self):
"""Will return the length from wellhead(?) to connection end.
For MSW wells this property will return the distance from a
fixed point (wellhead) to the current connection end. This value
will be used to sort the completed cells along the well
path. In the case of non MSW wells this will just return a
fixed default value.
"""
return self._get_conn_end( )
@property
def flowrate(self):
return self._get_flowrate( )
@property
def oil_flowrate(self):
return self._get_oil_flowrate( )
@property
def gas_flowrate(self):
return self._get_gas_flowrate( )
@property
def water_flowrate(self):
return self._get_water_flowrate( )
class EclSMSPECNode(BaseCClass):
"""
Small class with some meta information about a summary variable.
The summary variables have different attributes, like if they
represent a total quantity, a rate or a historical quantity. These
quantities, in addition to the underlying values like WGNAMES,
KEYWORD and NUMS taken from the the SMSPEC file are stored in this
structure.
"""
TYPE_NAME = "smspec_node"
_node_is_total = EclPrototype("bool smspec_node_is_total( smspec_node )")
_node_is_historical = EclPrototype("bool smspec_node_is_historical( smspec_node )")
_node_is_rate = EclPrototype("bool smspec_node_is_rate( smspec_node )")
_node_unit = EclPrototype("char* smspec_node_get_unit( smspec_node )")
_node_wgname = EclPrototype("char* smspec_node_get_wgname( smspec_node )")
_node_keyword = EclPrototype("char* smspec_node_get_keyword( smspec_node )")
_node_num = EclPrototype("int smspec_node_get_num( smspec_node )")
_node_need_num = EclPrototype("bool smspec_node_need_nums( smspec_node )")
_gen_key1 = EclPrototype("char* smspec_node_get_gen_key1( smspec_node )")
_gen_key2 = EclPrototype("char* smspec_node_get_gen_key2( smspec_node )")
_var_type = EclPrototype("ecl_sum_var_type smspec_node_get_var_type( smspec_node )")
def __init__(self):
super(EclSMSPECNode, self).__init__(0) # null pointer
raise NotImplementedError("Class can not be instantiated directly!")
@property
def unit(self):
"""
Returns the unit of this node as a string.
"""
return self._node_unit( )
@property
def wgname(self):
"""
Returns the WGNAME property for this node.
Many variables do not have the WGNAME property, i.e. the field
related variables like FOPT and the block properties like
BPR:10,10,10. For these variables the function will return
None, and not the ECLIPSE dummy value: ":+:+:+:+".
"""
return self._node_wgname( )
@property
def keyword(self):
"""
Returns the KEYWORD property for this node.
The KEYWORD property is the main classification property in
the ECLIPSE SMSPEC file. The properties of a variable can be
read from the KEWYORD value; see table 3.4 in the ECLIPSE file
format reference manual.
"""
return self._node_keyword( )
@property
def num(self):
return self.getNum( )
def getKey1(self):
"""
Returns the primary composite key, i.e. like 'WOPR:OPX' for this
node.
"""
return self._gen_key1( )
def getKey2(self):
"""Returns the secondary composite key for this node.
Most variables have only one composite key, but in particular
nodes which involve (i,j,k) coordinates will contain two
forms:
getKey1() => "BPR:10,11,6"
getKey2() => "BPR:52423"
Where the '52423' in getKey2() corresponds to i + j*nx +
k*nx*ny.
"""
return self._gen_key2( )
def varType(self):
return self._var_type( )
def getNum(self):
"""
Returns the NUMS value for this keyword; or None.
Many of the summary keywords have an integer stored in the
vector NUMS as an attribute, i.e. the block properties have
the global index of the cell in the nums vector. If the
variable in question makes use of the NUMS value this property
will return the value, otherwise it will return None:
sum.smspec_node("FOPT").num => None
sum.smspec_node("BPR:1000").num => 1000
"""
if self._node_need_num( ):
return self._node_num( )
else:
return None
def isRate(self):
"""
Will check if the variable in question is a rate variable.
The conecpt of rate variabel is important (internally) when
interpolation values to arbitrary times.
"""
return self._node_is_rate()
def isTotal(self):
"""
Will check if the node corresponds to a total quantity.
The question of whether a variable corresponds to a 'total'
quantity or not can be interesting for e.g. interpolation
purposes. The actual question whether a quantity is total or
not is based on a hardcoded list in smspec_node_set_flags() in
smspec_node.c; this list again is based on the tables 2.7 -
2.11 in the ECLIPSE fileformat documentation.
"""
return self._node_is_total( )
def isHistorical(self):
"""
Checks if the key corresponds to a historical variable.
The check is only based on the last character; all variables
ending with 'H' are considered historical.
"""
return self._node_is_historical( )
ctime = CTime(time)
EclSum._dump_csv_line(self, ctime, keywords, cfile)
def exportCSV(self, filename, keys=None, date_format="%Y-%m-%d", sep=";"):
"""Will create a CSV file with summary data.
By default all the vectors in the summary case will be
exported, but by using the optional keys parameter you can
limit the keys which are exported:
ecl_sum = EclSum("CASE")
ecl_sum.exportCSV( "case.csv" , keys = ["W*:OP1" , "W*:OP2" , "F*T"])
Will export all well related variables for wells 'OP1' and
'OP2' and all total field vectors.
"""
if keys is None:
var_list = self.keys()
else:
var_list = StringList()
for key in keys:
var_list |= self.keys(pattern=key)
self._export_csv(filename, var_list, date_format, sep)
import ert.ecl.ecl_sum_keyword_vector
EclSum._dump_csv_line = EclPrototype(
"void ecl_sum_fwrite_interp_csv_line(ecl_sum , time_t , ecl_sum_vector, FILE)",
bind=False)
class EclFile(BaseCClass):
TYPE_NAME = "ecl_file"
_open = EclPrototype("void* ecl_file_open( char* , int )",
bind=False)
_get_file_type = EclPrototype(
"ecl_file_enum ecl_util_get_file_type( char* , bool* , int*)",
bind=False)
_writable = EclPrototype("bool ecl_file_writable( ecl_file )")
_save_kw = EclPrototype(
"void ecl_file_save_kw( ecl_file , ecl_kw )")
_close = EclPrototype("void ecl_file_close( ecl_file )")
_iget_restart_time = EclPrototype(
"time_t ecl_file_iget_restart_sim_date( ecl_file , int )")
_iget_restart_days = EclPrototype(
"double ecl_file_iget_restart_sim_days( ecl_file , int )")
_get_restart_index = EclPrototype(
"int ecl_file_get_restart_index( ecl_file , time_t)")
_get_src_file = EclPrototype(
"char* ecl_file_get_src_file( ecl_file )")
_replace_kw = EclPrototype(
"void ecl_file_replace_kw( ecl_file , ecl_kw , ecl_kw , bool)")
_fwrite = EclPrototype(
"void ecl_file_fwrite_fortio( ecl_file , fortio , int)")
_has_report_step = EclPrototype(
"bool ecl_file_has_report_step( ecl_file , int)")
_has_sim_time = EclPrototype(
"bool ecl_file_has_sim_time( ecl_file , time_t )")
_get_global_view = EclPrototype(
"ecl_file_view_ref ecl_file_get_global_view( ecl_file )")
@staticmethod
def getFileType(filename):
fmt_file = ctypes.c_bool()
report_step = ctypes.c_int()
file_type = EclFile._get_file_type(filename, ctypes.byref(fmt_file),
ctypes.byref(report_step))
if file_type in [
EclFileEnum.ECL_RESTART_FILE, EclFileEnum.ECL_SUMMARY_FILE
]:
report_step = report_step.value
else:
report_step = None
if file_type in [
EclFileEnum.ECL_OTHER_FILE, EclFileEnum.ECL_DATA_FILE
]:
fmt_file = None
else:
fmt_file = fmt_file.value
return (file_type, report_step, fmt_file)
@classmethod
def restart_block(cls, filename, dtime=None, report_step=None):
raise NotImplementedError(
"The restart_block implementation has been removed - open file normally and use EclFileView."
)
@classmethod
def contains_report_step(cls, filename, report_step):
"""
Will check if the @filename contains @report_step.
This classmethod works by opening the file @filename and
searching through linearly to see if an ecl_kw with value
corresponding to @report_step can be found. Since this is a
classmethod it is invoked like this:
import ert.ecl.ecl as ecl
....
if ecl.EclFile.contains_report_step("ECLIPSE.UNRST" , 20):
print "OK - file contains report step 20"
else:
print "File does not contain report step 20"
If you have already loaded the file into an EclFile instance
you should use the has_report_step() method instead.
"""
obj = EclFile(filename)
return obj.has_report_step(report_step)
@classmethod
def contains_sim_time(cls, filename, dtime):
"""
Will check if the @filename contains simulation at @dtime.
This classmethod works by opening the file @filename and
searching through linearly to see if a result block at the
time corresponding to @dtime can be found. Since this is a
classmethod it is invoked like this:
import ert.ecl.ecl as ecl
....
if ecl.EclFile.contains_sim_time("ECLIPSE.UNRST" , datetime.datetime( 2007 , 10 , 10) ):
print "OK - file contains 10th of October 2007"
else:
print "File does not contain 10th of October 2007"
If you have already loaded the file into an EclFile instance
you should use the has_sim_time() method instead.
"""
obj = EclFile(filename)
return obj.has_sim_time(dtime)
@property
def report_list(self):
report_steps = []
try:
seqnum_list = self["SEQNUM"]
for s in seqnum_list:
report_steps.append(s[0])
except KeyError:
# OK - we did not have seqnum; that might be because this
# a non-unified restart file; or because this is not a
# restart file at all.
fname = self.getFilename()
matchObj = re.search("\.[XF](\d{4})$", fname)
if matchObj:
report_steps.append(int(matchObj.group(1)))
else:
raise TypeError(
'Tried get list of report steps from file "%s" - which is not a restart file'
% fname)
return report_steps
@classmethod
def file_report_list(cls, filename):
"""
Will identify the available report_steps from @filename.
"""
file = EclFile(filename)
return file.report_list
def __repr__(self):
fn = self.getFilename()
wr = ', read/write' if self._writable() else ''
return self._create_repr('"%s"%s' % (fn, wr))
def __init__(self, filename, flags=0):
"""
Loads the complete file @filename.
Will create a new EclFile instance with the content of file
@filename. The file @filename must be in 'restart format' -
otherwise it will be crash and burn.
The optional argument flags can be an or'ed combination of the
flags:
ecl.ECL_FILE_WRITABLE : It is possible to update the
content of the keywords in the file.
ecl.ECL_FILE_CLOSE_STREAM : The underlying FILE * is closed
when not used; to save number of open file descriptors
in cases where a high number of EclFile instances are
open concurrently.
When the file has been loaded the EclFile instance can be used
to query for and get reference to the EclKW instances
constituting the file, like e.g. SWAT from a restart file or
FIPNUM from an INIT file.
"""
c_ptr = self._open(filename, flags)
if c_ptr is None:
raise IOError('Failed to open file "%s"' % filename)
else:
super(EclFile, self).__init__(c_ptr)
self.global_view = self._get_global_view()
self.global_view.setParent(self)
def save_kw(self, kw):
"""
Will write the @kw back to file.
This function should typically be used in situations like this:
1. Create an EclFile instance around an ECLIPSE output file.
2. Extract a keyword of interest and modify it.
3. Call this method to save the modifications to disk.
There are several restrictions to the use of this function:
1. The EclFile instance must have been created with the
optional read_only flag set to False.
2. You can only modify the content of the keyword; if you
try to modify the header in any way (i.e. size, datatype
or name) the function will fail.
3. The keyword you are trying to save must be exactly the
keyword you got from this EclFile instance, otherwise the
function will fail.
"""
if self._writable():
self._save_kw(kw)
else:
raise IOError('save_kw: the file "%s" has been opened read only.' %
self.getFilename())
def __len__(self):
return len(self.global_view)
def close(self):
if self:
self._close()
self._invalidateCPointer()
def free(self):
self.close()
def blockView(self, kw, kw_index):
if not kw in self:
raise KeyError('No such keyword "%s".' % kw)
ls = self.global_view.numKeywords(kw)
idx = kw_index
if idx < 0:
idx += ls
if 0 <= idx < ls:
return self.global_view.blockView(kw, idx)
raise IndexError('Index out of range, must be in [0, %d), was %d.' %
(ls, kw_index))
def blockView2(self, start_kw, stop_kw, start_index):
return self.global_view.blockView2(start_kw, stop_kw, start_index)
def restartView(self,
seqnum_index=None,
report_step=None,
sim_time=None,
sim_days=None):
return self.global_view.restartView(seqnum_index, report_step,
sim_time, sim_days)
def select_block(self, kw, kw_index):
raise NotImplementedError(
"The select_block implementation has been removed - use EclFileView"
)
def select_global(self):
raise NotImplementedError(
"The select_global implementation has been removed - use EclFileView"
)
def select_restart_section(self,
index=None,
report_step=None,
sim_time=None):
raise NotImplementedError(
"The select_restart_section implementation has been removed - use EclFileView"
)
"""
Will select a restart section as the active section.
You must specify a report step with the @report_step argument,
a true time with the @sim_time argument or a plain index to
select restart block. If none of arguments are given exception
TypeError will be raised. If present the @sim_time argument
should be a datetime instance.
If the restart section you ask for can not be found the method
will raise a ValueError exeception. To protect against this
you can query first with the has_report_step(),
has_sim_time() or num_report_steps() methods.
This method should be used when you have already loaded the
complete file; if you only want to load a section from the
file you can use the classmethod restart_block().
The method will return 'self' which can be used to aid
readability.
"""
def select_last_restart(self):
raise NotImplementedError(
"The select_restart_section implementation has been removed - use EclFileView"
)
"""
Will select the last SEQNUM block in restart file.
Works by searching for the last SEQNUM keyword; the SEQNUM
Keywords are only present in unified restart files. If this
is a non-unified restart file (or not a restart file at all),
the method will do nothing and return False.
"""
def __getitem__(self, index):
"""
Implements [] operator; index can be integer or key.
Will look up EclKW instances from the current EclFile
instance. The @index argument can either be an integer, in
which case the method will return EclKW number @index, or
alternatively a keyword string, in which case the method will
return a list of EclKW instances with that keyword:
restart_file = ecl_file.EclFile("ECLIPSE.UNRST")
kw9 = restart_file[9]
swat_list = restart_file["SWAT"]
The keyword based lookup can be combined with an extra [] to
get EclKW instance nr:
swat9 = restart_file["SWAT"][9]
Will return the 10'th SWAT keyword from the restart file. The
following example will iterate over all the SWAT keywords in a
restart file:
restart_file = ecl_file.EclFile("ECLIPSE.UNRST")
for swat in restart_file["SWAT"]:
....
"""
if isinstance(index, int):
ls = len(self)
idx = index
if idx < 0:
idx += ls
if 0 <= idx < ls:
return self.global_view[idx]
else:
raise IndexError('Index must be in [0, %d), was: %d.' %
(ls, index))
return self.global_view[index]
def iget_kw(self, index, copy=False):
"""
Will return EclKW instance nr @index.
In the files loaded with the EclFile implementation the
ECLIPSE keywords come sequentially in a long series, an INIT
file might have the following keywords:
INTEHEAD
LOGIHEAD
DOUBHEAD
PORV
DX
DY
DZ
PERMX
PERMY
PERMZ
MULTX
MULTY
.....
The iget_kw() method will give you a EclKW reference to
keyword nr @index. This functionality is also available
through the index operator []:
file = EclFile( "ECLIPSE.INIT" )
permx = file.iget_kw( 7 )
permz = file[ 9 ]
Observe that the returned EclKW instance is only a reference
to the data owned by the EclFile instance.
The method iget_named_kw() which lets you specify the name of
the keyword you are interested in is in general more useful
than this method.
"""
kw = self[index]
if copy:
return EclKW.copy(kw)
else:
return kw
def iget_named_kw(self, kw_name, index, copy=False):
return self.global_view.iget_named_kw(kw_name, index)
def restart_get_kw(self, kw_name, dtime, copy=False):
"""Will return EclKW @kw_name from restart file at time @dtime.
This function assumes that the current EclFile instance
represents a restart file. It will then look for keyword
@kw_name exactly at the time @dtime; @dtime is a datetime
instance:
file = EclFile( "ECLIPSE.UNRST" )
swat2010 = file.restart_get_kw( "SWAT" , datetime.datetime( 2000 , 1 , 1 ))
By default the returned kw instance is a reference to the
ecl_kw still contained in the EclFile instance; i.e. the kw
will become a dangling reference if the EclFile instance goes
out of scope. If the optional argument @copy is True the
returned kw will be a true copy.
If the file does not have the keyword at the specified time
the function will raise IndexError(); if the file does not
have the keyword at all - KeyError will be raised.
"""
index = self._get_restart_index(CTime(dtime))
if index >= 0:
if self.num_named_kw(kw_name) > index:
kw = self.iget_named_kw(kw_name, index)
if copy:
return EclKW.copy(kw)
else:
return kw
else:
if self.has_kw(kw_name):
raise IndexError('Does not have keyword "%s" at time:%s.' %
(kw_name, dtime))
else:
raise KeyError('Keyword "%s" not recognized.' % kw_name)
else:
raise IndexError('Does not have keyword "%s" at time:%s.' %
(kw_name, dtime))
def replace_kw(self, old_kw, new_kw):
"""
Will replace @old_kw with @new_kw in current EclFile instance.
This method can be used to replace one of the EclKW instances
in the current EclFile. The @old_kw reference must be to the
actual EclKW instance in the current EclFile instance (the
final comparison is based on C pointer equality!), i.e. it
must be a reference (not a copy) from one of the ??get_kw??
methods of the EclFile class. In the example below we replace
the SWAT keyword from a restart file:
swat = file.iget_named_kw( "SWAT" , 0 )
new_swat = swat * 0.25
file.replace_kw( swat , new_swat )
The C-level ecl_file_type structure takes full ownership of
all installed ecl_kw instances; mixing the garbage collector
into it means that this is quite low level - and potentially
dangerous!
"""
# We ensure that this scope owns the new_kw instance; the
# new_kw will be handed over to the ecl_file instance, and we
# can not give away something we do not alreeady own.
if not new_kw.data_owner:
new_kw = EclKW.copy(new_kw)
# The ecl_file instance will take responsability for freeing
# this ecl_kw instance.
new_kw.data_owner = False
self._replace_kw(old_kw, new_kw, False)
@property
def size(self):
"""
The number of keywords in the current EclFile object.
"""
return len(self)
@property
def unique_size(self):
"""
The number of unique keyword (names) in the current EclFile object.
"""
return self.global_view.uniqueSize()
def keys(self):
"""
Will return a list of unique kw names - like keys() on a dict.
"""
header_dict = {}
for index in range(len(self)):
kw = self[index]
header_dict[kw.getName()] = True
return header_dict.keys()
@property
def headers(self):
"""
Will return a list of the headers of all the keywords.
"""
header_list = []
for index in range(self.size):
kw = self[index]
header_list.append(kw.header)
return header_list
@property
def report_steps(self):
"""
Will return a list of all report steps.
The method works by iterating through the whole restart file
looking for 'SEQNUM' keywords; if the current EclFile instance
is not a restart file it will not contain any 'SEQNUM'
keywords and the method will simply return an empty list.
"""
steps = []
seqnum_list = self["SEQNUM"]
for kw in self["SEQNUM"]:
steps.append(kw[0])
return steps
@property
def report_dates(self):
"""
Will return a list of the dates for all report steps.
The method works by iterating through the whole restart file
looking for 'SEQNUM/INTEHEAD' keywords; the method can
probably be tricked by other file types also containing an
INTEHEAD keyword.
"""
if self.has_kw('SEQNUM'):
dates = []
for index in range(self.num_named_kw('SEQNUM')):
dates.append(self.iget_restart_sim_time(index))
return dates
elif 'INTEHEAD' in self:
# This is a uber-hack; should export the ecl_rsthead
# object as ctypes structure.
intehead = self["INTEHEAD"][0]
year = intehead[66]
month = intehead[65]
day = intehead[64]
date = datetime.datetime(year, month, day)
return [date]
return None
@property
def dates(self):
"""
Will return a list of the dates for all report steps.
"""
return self.report_dates
def num_named_kw(self, kw):
"""
The number of keywords with name == @kw in the current EclFile object.
"""
return self.global_view.numKeywords(kw)
def has_kw(self, kw, num=0):
"""
Check if current EclFile instance has a keyword @kw.
If the optional argument @num is given it will check if the
EclFile has at least @num occurences of @kw.
"""
return self.num_named_kw(kw) > num
def __contains__(self, kw):
"""
Check if the current file contains keyword @kw.
"""
return self.has_kw(kw)
def has_report_step(self, report_step):
"""
Checks if the current EclFile has report step @report_step.
If the EclFile in question is not a restart file, you will
just get False. If you want to check if the file contains the
actual report_step before loading the file, you should use the
classmethod contains_report_step() instead.
"""
return self._has_report_step(report_step)
def num_report_steps(self):
"""
Returns the total number of report steps in the restart file.
Works by counting the number of 'SEQNUM' instances, and will
happily return 0 for a non-restart file. Observe that the
report_steps present in a unified restart file are in general
not consecutive, i.e. the last report step will typically be
much higher than the return value from this function.
"""
return len(self["SEQNUM"])
def has_sim_time(self, dtime):
"""
Checks if the current EclFile has data for time @dtime.
The implementation goes through all the INTEHEAD headers in
the EclFile, i.e. it can be fooled (and probably crash and
burn) if the EclFile instance in question is has INTEHEAD
keyword(s), but is still not a restart file. The @dtime
argument should be a normal python datetime instance.
"""
return self._has_sim_time(CTime(dtime))
def iget_restart_sim_time(self, index):
"""
Will locate restart block nr @index and return the true time
as a datetime instance.
"""
ct = CTime(self._iget_restart_time(index))
return ct.datetime()
def iget_restart_sim_days(self, index):
"""
Will locate restart block nr @index and return the number of days
(in METRIC at least ...) since the simulation started.
"""
return self._iget_restart_days(index)
def getFilename(self):
"""
Name of the file currently loaded.
"""
fn = self._get_src_file()
return str(fn) if fn else ''
def fwrite(self, fortio):
"""
Will write current EclFile instance to fortio stream.
ECLIPSE is written in Fortran; and a "special" handle for
Fortran IO must be used when reading and writing these files.
This method will write the current EclFile instance to a
FortIO stream already opened for writing:
import ert.ecl.ecl as ecl
...
fortio = ecl.FortIO( "FILE.XX" )
file.fwrite( fortio )
fortio.close()
"""
self._fwrite(fortio, 0)
class RFTCell(BaseCClass):
"""The RFTCell is a base class for the cells which are part of an RFT/PLT.
The RFTCell class contains the elements which are common to both
RFT and PLT. The list of common elements include the corrdinates
(i,j,k) the pressure and the depth of the cell. Actual user access
should be based on the derived classes EclRFTCell and EclPLTCell.
Observe that from june 2013 the properties i,j and k which return
offset 1 coordinate values are deprecated, and you should rather
use the methods get_i(), get_j() and get_k() which return offset 0
coordinate values.
"""
TYPE_NAME = "rft_cell"
_free = EclPrototype("void ecl_rft_cell_free( rft_cell )")
_get_pressure = EclPrototype(
"double ecl_rft_cell_get_pressure( rft_cell )")
_get_depth = EclPrototype("double ecl_rft_cell_get_depth( rft_cell )")
_get_i = EclPrototype("int ecl_rft_cell_get_i( rft_cell )")
_get_j = EclPrototype("int ecl_rft_cell_get_j( rft_cell )")
_get_k = EclPrototype("int ecl_rft_cell_get_k( rft_cell )")
def warn(self, old, new):
msg = """
The cell property:%s has been deprecated, and the method:%s() should
be used instead. Observe that the new method %s() returns coordinate
values starting at 0, whereas the old property %s returned values
starting at 1; hence you must adapt the calling code when you change
from %s -> %s()
""" % (old, new, new, old, old, new)
warnings.warn(msg, DeprecationWarning)
def free(self):
self._free()
@property
def i(self):
self.warn("i", "get_i")
return self.get_i() + 1
@property
def j(self):
self.warn("j", "get_j")
return self.get_j() + 1
@property
def k(self):
self.warn("k", "get_k")
return self.get_k() + 1
@property
def ijk(self):
self.warn("ijk", "get_ijk")
return (self.get_i() + 1, self.get_j() + 1, self.get_k() + 1)
def get_i(self):
return self._get_i()
def get_j(self):
return self._get_j()
def get_k(self):
return self._get_k()
def get_ijk(self):
return (self.get_i(), self.get_j(), self.get_k())
@property
def pressure(self):
return self._get_pressure()
@property
def depth(self):
return self._get_depth()
class FaultBlock(BaseCClass):
TYPE_NAME = "fault_block"
_get_xc = EclPrototype("double fault_block_get_xc(fault_block)")
_get_yc = EclPrototype("double fault_block_get_yc(fault_block)")
_get_block_id = EclPrototype(
"int fault_block_get_id(fault_block)")
_get_size = EclPrototype(
"int fault_block_get_size(fault_block)")
_export_cell = EclPrototype(
"void fault_block_export_cell(fault_block , int , int* , int* , int* , double* , double* , double*)"
)
_assign_to_region = EclPrototype(
"void fault_block_assign_to_region(fault_block , int)")
_get_region_list = EclPrototype(
"int_vector_ref fault_block_get_region_list(fault_block)")
_add_cell = EclPrototype(
"void fault_block_add_cell(fault_block, int , int)")
_get_global_index_list = EclPrototype(
"int_vector_ref fault_block_get_global_index_list(fault_block)")
_trace_edge = EclPrototype(
"void fault_block_trace_edge( fault_block, double_vector , double_vector , int_vector)"
)
_get_neighbours = EclPrototype(
"void fault_block_list_neighbours( fault_block , bool , geo_polygon_collection , int_vector)"
)
def __init__(self, *args, **kwargs):
raise NotImplementedError("Class can not be instantiated directly!")
def __getitem__(self, index):
if isinstance(index, int):
if index < 0:
index += len(self)
if 0 <= index < len(self):
x = ctypes.c_double()
y = ctypes.c_double()
z = ctypes.c_double()
i = ctypes.c_int()
j = ctypes.c_int()
k = ctypes.c_int()
self._export_cell(index, ctypes.byref(i), ctypes.byref(j),
ctypes.byref(k), ctypes.byref(x),
ctypes.byref(y), ctypes.byref(z))
return FaultBlockCell(i.value, j.value, k.value, x.value,
y.value, z.value)
else:
raise IndexError("Index:%d out of range: [0,%d)" %
(index, len(self)))
else:
raise TypeError("Index:%s wrong type - integer expected")
def __str__(self):
return "Block ID: %d" % self.getBlockID()
def __len__(self):
return self._get_size()
def free(self):
self._free()
def getCentroid(self):
xc = self._get_xc()
yc = self._get_yc()
return (xc, yc)
def countInside(self, polygon):
"""
Will count the number of points in block which are inside polygon.
"""
inside = 0
for p in self:
if GeometryTools.pointInPolygon((p.x, p.y), polygon):
inside += 1
return inside
def getBlockID(self):
return self._get_block_id()
def assignToRegion(self, region_id):
self._assign_to_region(region_id)
def getRegionList(self):
regionList = self._get_region_list()
return regionList.copy()
def addCell(self, i, j):
self._add_cell(i, j)
def getGlobalIndexList(self):
return self._get_global_index_list()
def getEdgePolygon(self):
x_list = DoubleVector()
y_list = DoubleVector()
cell_list = IntVector()
self._trace_edge(x_list, y_list, cell_list)
p = Polyline()
for (x, y) in zip(x_list, y_list):
p.addPoint(x, y)
return p
def containsPolyline(self, polyline):
"""
Will return true if at least one point from the polyline is inside the block.
"""
edge_polyline = self.getEdgePolygon()
for p in polyline:
if GeometryTools.pointInPolygon(p, edge_polyline):
return True
else:
edge_polyline.assertClosed()
return GeometryTools.polylinesIntersect(edge_polyline, polyline)
def getNeighbours(self, polylines=None, connected_only=True):
"""
Will return a list of FaultBlock instances which are in direct
contact with this block.
"""
neighbour_id_list = IntVector()
if polylines is None:
polylines = CPolylineCollection()
self._get_neighbours(connected_only, polylines, neighbour_id_list)
parent_layer = self.getParentLayer()
neighbour_list = []
for id in neighbour_id_list:
neighbour_list.append(parent_layer.getBlock(id))
return neighbour_list
def getParentLayer(self):
return self.parent()
class EclGridGenerator:
_alloc_rectangular = EclPrototype("ecl_grid_obj ecl_grid_alloc_rectangular( int , int , int , double , double , double , int*)" , bind = False)
@classmethod
def createRectangular(cls, dims , dV , actnum = None):
"""
Will create a new rectangular grid. @dims = (nx,ny,nz) @dVg = (dx,dy,dz)
With the default value @actnum == None all cells will be active,
"""
if actnum is None:
ecl_grid = cls._alloc_rectangular( dims[0] , dims[1] , dims[2] , dV[0] , dV[1] , dV[2] , None )
else:
if not isinstance(actnum , IntVector):
tmp = IntVector(initial_size = len(actnum))
for (index , value) in enumerate(actnum):
tmp[index] = value
actnum = tmp
if not len(actnum) == dims[0] * dims[1] * dims[2]:
raise ValueError("ACTNUM size mismatch: len(ACTNUM):%d Expected:%d" % (len(actnum) , dims[0] * dims[1] * dims[2]))
ecl_grid = cls._alloc_rectangular( dims[0] , dims[1] , dims[2] , dV[0] , dV[1] , dV[2] , actnum.getDataPtr() )
# If we have not succeeded in creatin the grid we *assume* the
# error is due to a failed malloc.
if ecl_grid is None:
raise MemoryError("Failed to allocated regualar grid")
return ecl_grid
@classmethod
def createSingleCellGrid(cls, corners):
"""
Provided with the corners of the grid in a similar manner as the eight
corners are output for a single cell, this method will create a grid
consisting of a single cell with the specified corners as its corners.
"""
zcorn = [corners[i][2] for i in range(8)]
flatten = lambda l : [elem for sublist in l for elem in sublist]
coord = [(corners[i], corners[i+4]) for i in range(4)]
coord = flatten(flatten(coord))
def constructFloatKW(name, values):
kw = EclKW(name, len(values), EclDataType.ECL_FLOAT)
for i in range(len(values)):
kw[i] = values[i]
return kw
grid = EclGrid.create((1,1,1), constructFloatKW("ZCORN", zcorn), constructFloatKW("COORD", coord), None)
if not corners == [grid.getCellCorner(i, 0) for i in range(8)]:
raise AssertionError("Failed to generate single cell grid. " +
"Did not end up the expected corners.")
return grid
@classmethod
def createGrid(cls, dims, dV, offset=1,
escape_origo_shift=(1,1,0),
irregular_offset=False, irregular=False, concave=False,
faults=False, scale=1, translation=(0,0,0), rotate=False,
misalign=False):
"""
Will create a new grid where each cell is a parallelogram (skewed by z-value).
The number of cells are given by @dims = (nx, ny, nz) and the dimention
of each cell by @dV = (dx, dy, dz).
All cells are guaranteed to not be self-intersecting. Hence, no twisted
cells and somewhat meaningfull cells.
@offset gives how much the layers should fluctuate or "wave" as you
move along the X-axis.
@irregular_offset decides whether the offset should be constant or
increase by dz/2 every now and then.
@irregular if true some of the layers will be inclining and others
declining at the start.
@concave decides whether the cells are to be convex or not. In
particular, if set to False, all cells of the grid will be concave.
@escape_origo_shift is used to prevent any cell of having corners in (0,0,z)
as there is a heuristic in ecl_grid.c that marks such cells as tainted.
@faults decides if there are to be faults in the grid.
@scale A positive number that scales the "lower" endpoint of all
coord's. In particular, @scale != 1 creates trapeziod cells in both the XZ
and YZ-plane.
@translation the lower part of the grid is translated ("slided") by the specified
additive factor.
@rotate the lower part of the grid is rotated 90 degrees around its
center.
@misalign will toggle COORD's slightly in various directions to break
alignment
Note that cells in the lowermost layer can have multiple corners
at the same point.
For testing it should give good coverage of the various scenarios this
method can produce, by leting @dims be (10,10,10), @dV=(2,2,2), @offset=1,
and try all 4 different configurations of @concave and
@irregular_offset.
"""
nx, ny, nz = dims
dx, dy, dz = dV
# Validate arguments
if min(dims + dV) <= 0:
raise ValueError("Expected positive grid and cell dimentions")
if offset < 0:
raise ValueError("Expected non-negative offset")
if irregular and offset + (dz/2. if irregular_offset else 0) > dz:
raise AssertionError("Arguments can result in self-" +
"intersecting cells. Increase dz, deactivate eiter " +
"irregular or irregular_offset, or decrease offset to avoid " +
"any problems")
verbose = lambda l : [elem for elem in l for i in range(2)][1:-1:]
flatten = lambda l : [elem for sublist in l for elem in sublist]
# Compute zcorn
z = escape_origo_shift[2]
zcorn = [z]*(4*nx*ny)
for k in range(nz-1):
z = z+dz
local_offset = offset + (dz/2. if irregular_offset and k%2 == 0 else 0)
layer = []
for i in range(ny+1):
shift = ((i if concave else 0) + (k/2 if irregular else 0)) % 2
path = [z if i%2 == shift else z+local_offset for i in range(nx+1)]
layer.append(verbose(path))
zcorn = zcorn + (2*flatten(verbose(layer)))
z = z+dz
zcorn = zcorn + ([z]*(4*nx*ny))
if faults:
# Ensure that drop does not align with grid structure
drop = (offset+dz)/2. if abs(offset-dz/2.) > 0.2 else offset + 0.4
zcorn = cls.__createFaults(nx, ny, nz, zcorn, drop)
cls.assertZcorn(nx, ny, nz, zcorn)
# Compute coord
coord = []
for j, i in itertools.product(range(ny+1), range(nx+1)):
x, y = i*dx+escape_origo_shift[0], j*dy+escape_origo_shift[1]
coord = coord + [x, y, escape_origo_shift[2], x, y, z]
# Apply transformations
lower_center = (
nx*dx/2. + escape_origo_shift[0],
ny*dy/2. + escape_origo_shift[1]
)
if misalign:
coord = cls.__misalignCoord(coord, dims, dV)
coord = cls.__scaleCoord(coord, scale, lower_center)
if rotate:
coord = cls.__rotateCoord(coord, lower_center)
coord = cls.__translateCoord(coord, translation)
cls.assertCoord(nx, ny, nz, coord)
# Construct grid
def constructFloatKW(name, values):
kw = EclKW(name, len(values), EclDataType.ECL_FLOAT)
for i in range(len(values)):
kw[i] = values[i]
return kw
return EclGrid.create(dims, constructFloatKW("ZCORN", zcorn), constructFloatKW("COORD", coord), None)
@classmethod
def __createFaults(cls, nx, ny, nz, zcorn, drop):
"""
Will create several faults consisting of all cells such that either its
i or j index is 1 modulo 3.
"""
plane_size = 4*nx*ny
for x, y, z in itertools.product(range(nx), range(ny), range(nz)):
if x%3 != 1 and y%3 != 1:
continue
corner = [0]*8
corner[0] = 2*z*plane_size + 4*y*nx + 2*x
corner[1] = corner[0] + 1
corner[2] = corner[0] + 2*nx
corner[3] = corner[2] + 1
for i in range(4, 8):
corner[i] = corner[i-4] + plane_size
for c in corner:
zcorn[c] = zcorn[c] + drop
return zcorn
@classmethod
def assertZcorn(cls, nx, ny, nz, zcorn):
"""
Raises an AssertionError if the zcorn is not as expected. In
patricular, it is verified that:
- zcorn has the approperiate length (8*nx*ny*nz) and
- that no cell is twisted.
"""
if len(zcorn) != 8*nx*ny*nz:
raise AssertionError(
"Expected len(zcorn) to be %d, was %d" %
(8*nx*ny*nz, len(zcorn))
)
plane_size = 4*nx*ny
for p in range(8*nx*ny*nz - plane_size):
if zcorn[p] > zcorn[p + plane_size]:
raise AssertionError(
"Twisted cell was created. " +
"Decrease offset or increase dz to avoid this!"
)
@classmethod
def __scaleCoord(cls, coord, scale, lower_center):
coord = numpy.array([
map(float, coord[i:i+6:])
for i in range(0, len(coord), 6)
])
origo = numpy.array(3*[0.] + list(lower_center) + [0])
scale = numpy.array(3*[1.] + 2*[scale] + [1])
coord = scale * (coord-origo) + origo
return coord.flatten().tolist()
@classmethod
def __misalignCoord(cls, coord, dims, dV):
nx, ny, nz = dims
coord = numpy.array([
map(float, coord[i:i+6:])
for i in range(0, len(coord), 6)
])
adjustment = numpy.array([
(0, 0, 0, i*dV[0]/2., j*dV[1]/2., 0) for i, j in itertools.product([-1, 0, 1], repeat=2)
])
for i, c in enumerate(coord):
# Leave the outermost coords alone
if i < nx+1 or i >= len(coord)-(nx+1):
continue
if i%(nx+1) in [0, nx]:
continue
c += adjustment[i%len(adjustment)]
return coord.flatten().tolist()
@classmethod
def __rotateCoord(cls, coord, lower_center):
coord = numpy.array([
map(float, coord[i:i+6:])
for i in range(0, len(coord), 6)
])
origo = numpy.array(3*[0.] + list(lower_center) + [0])
coord -= origo
for c in coord:
c[3], c[4] = -c[4], c[3]
coord += origo
return coord.flatten().tolist()
@classmethod
def __translateCoord(cls, coord, translation):
coord = numpy.array([
map(float, coord[i:i+6:])
for i in range(0, len(coord), 6)
])
translation = numpy.array(3*[0.] + list(translation))
coord = coord + translation
return coord.flatten().tolist()
@classmethod
def assertCoord(cls, nx, ny, nz, coord):
"""
Raises an AssertionError if the coord is not as expected. In
particular, it is verfied that:
- coord has the approperiate length (6*(nx+1)*(ny+1)) and
- that all values are positive.
"""
if len(coord) != 6*(nx+1)*(ny+1):
raise AssertionError(
"Expected len(coord) to be %d, was %d" %
(6*(nx+1)*(ny+1), len(coord))
)
if min(coord) < 0:
raise AssertionError("Negative COORD values was generated. " +
"This is likely due to a tranformation. " +
"Increasing the escape_origio_shift will most likely " +
"fix the problem")
class EclIndexedReadTest(ExtendedTestCase):
_freadIndexedData = EclPrototype(
"void ecl_kw_fread_indexed_data_python(fortio, int, ecl_data_type, int, int_vector, char*)",
bind=False) # fortio, offset, type, count, index_map, buffer
_eclFileIndexedRead = EclPrototype(
"void ecl_file_indexed_read(ecl_file, char*, int, int_vector, char*)",
bind=False) # ecl_file, kw, index, index_map, buffer
def test_ecl_kw_indexed_read(self):
with TestAreaContext("ecl_kw_indexed_read") as area:
fortio = FortIO("index_test", mode=FortIO.WRITE_MODE)
element_count = 100000
ecl_kw = EclKW("TEST", element_count, EclDataType.ECL_INT)
for index in range(element_count):
ecl_kw[index] = index
ecl_kw.fwrite(fortio)
fortio.close()
fortio = FortIO("index_test", mode=FortIO.READ_MODE)
new_ecl_kw = EclKW.fread(fortio)
for index in range(element_count):
self.assertEqual(new_ecl_kw[index], index)
index_map = IntVector()
index_map.append(2)
index_map.append(3)
index_map.append(5)
index_map.append(7)
index_map.append(11)
index_map.append(13)
index_map.append(313)
index_map.append(1867)
index_map.append(5227)
index_map.append(7159)
index_map.append(12689)
index_map.append(18719)
index_map.append(32321)
index_map.append(37879)
index_map.append(54167)
index_map.append(77213)
index_map.append(88843)
index_map.append(99991)
char_buffer = ctypes.create_string_buffer(
len(index_map) * ctypes.sizeof(ctypes.c_int))
self._freadIndexedData(fortio, 24, EclDataType.ECL_INT,
element_count, index_map, char_buffer)
int_buffer = ctypes.cast(char_buffer, ctypes.POINTER(ctypes.c_int))
for index, index_map_value in enumerate(index_map):
self.assertEqual(index_map_value, int_buffer[index])
def test_ecl_file_indexed_read(self):
with TestAreaContext("ecl_file_indexed_read") as area:
fortio = FortIO("ecl_file_index_test", mode=FortIO.WRITE_MODE)
element_count = 100000
ecl_kw_1 = EclKW("TEST1", element_count, EclDataType.ECL_INT)
ecl_kw_2 = EclKW("TEST2", element_count, EclDataType.ECL_INT)
for index in range(element_count):
ecl_kw_1[index] = index
ecl_kw_2[index] = index + 3
ecl_kw_1.fwrite(fortio)
ecl_kw_2.fwrite(fortio)
fortio.close()
ecl_file = EclFile("ecl_file_index_test")
index_map = IntVector()
index_map.append(2)
index_map.append(3)
index_map.append(5)
index_map.append(7)
index_map.append(11)
index_map.append(13)
index_map.append(313)
index_map.append(1867)
index_map.append(5227)
index_map.append(7159)
index_map.append(12689)
index_map.append(18719)
index_map.append(32321)
index_map.append(37879)
index_map.append(54167)
index_map.append(77213)
index_map.append(88843)
index_map.append(99991)
char_buffer_1 = ctypes.create_string_buffer(
len(index_map) * ctypes.sizeof(ctypes.c_int))
char_buffer_2 = ctypes.create_string_buffer(
len(index_map) * ctypes.sizeof(ctypes.c_int))
self._eclFileIndexedRead(ecl_file, "TEST2", 0, index_map,
char_buffer_2)
self._eclFileIndexedRead(ecl_file, "TEST1", 0, index_map,
char_buffer_1)
int_buffer_1 = ctypes.cast(char_buffer_1,
ctypes.POINTER(ctypes.c_int))
int_buffer_2 = ctypes.cast(char_buffer_2,
ctypes.POINTER(ctypes.c_int))
for index, index_map_value in enumerate(index_map):
self.assertEqual(index_map_value, int_buffer_1[index])
self.assertEqual(index_map_value, int_buffer_2[index] - 3)
class Layer(BaseCClass):
TYPE_NAME = "layer"
_alloc = EclPrototype("void* layer_alloc(int, int)", bind=False)
_copy = EclPrototype("void layer_memcpy(layer , layer)")
_free = EclPrototype("void layer_free(layer)")
_get_nx = EclPrototype("int layer_get_nx(layer)")
_get_ny = EclPrototype("int layer_get_ny(layer)")
_set_cell = EclPrototype(
"void layer_iset_cell_value(layer , int , int , int)")
_get_cell = EclPrototype("int layer_iget_cell_value(layer , int , int )")
_get_bottom_barrier = EclPrototype(
"bool layer_iget_bottom_barrier(layer , int , int )")
_get_left_barrier = EclPrototype(
"bool layer_iget_left_barrier(layer , int , int )")
_cell_contact = EclPrototype(
"bool layer_cell_contact(layer , int , int , int , int)")
_add_barrier = EclPrototype("void layer_add_barrier(layer , int , int)")
_add_ijbarrier = EclPrototype(
"void layer_add_ijbarrier(layer , int , int, int , int)")
_add_interp_barrier = EclPrototype(
"void layer_add_interp_barrier(layer , int , int)")
_clear_cells = EclPrototype("void layer_clear_cells(layer)")
_assign = EclPrototype("void layer_assign(layer , int)")
_cell_sum = EclPrototype("int layer_get_cell_sum(layer)")
_update_connected = EclPrototype(
"void layer_update_connected_cells(layer,int,int,int,int)")
_cells_equal = EclPrototype(
"void layer_cells_equal( layer, int,int_vector,int_vector)")
_count_equal = EclPrototype("int layer_count_equal( layer, int)")
_active_cell = EclPrototype("bool layer_iget_active( layer, int,int)")
_update_active = EclPrototype(
"bool layer_update_active( layer, ecl_grid , int)")
def __init__(self, nx, ny):
c_ptr = self._alloc(nx, ny)
if c_ptr:
super(Layer, self).__init__(c_ptr)
else:
raise ValueError("Invalid input - no Layer object created")
@classmethod
def copy(cls, src):
layer = Layer(src.getNX(), src.getNY())
self._copy(layer, src)
return layer
def __assertIJ(self, i, j):
if i < 0 or i >= self.getNX():
raise ValueError("Invalid layer i:%d" % i)
if j < 0 or j >= self.getNY():
raise ValueError("Invalid layer j:%d" % j)
def __unpackIndex(self, index):
try:
(i, j) = index
except TypeError:
raise ValueError("Index:%s is invalid - must have two integers" %
str(index))
self.__assertIJ(i, j)
return (i, j)
def __setitem__(self, index, value):
(i, j) = self.__unpackIndex(index)
self._set_cell(i, j, value)
def activeCell(self, i, j):
self.__assertIJ(i, j)
return self._active_cell(i, j)
def updateActive(self, grid, k):
if grid.getNX() != self.getNX():
raise ValueError("NX dimension mismatch. Grid:%d layer:%d" %
(grid.getNX(), self.getNX()))
if grid.getNY() != self.getNY():
raise ValueError("NY dimension mismatch. Grid:%d layer:%d" %
(grid.getNY(), self.getNY()))
if k >= grid.getNZ():
raise ValueError("K value invalid: Grid range [0,%d)" %
grid.getNZ())
self._update_active(grid, k)
def __getitem__(self, index):
(i, j) = self.__unpackIndex(index)
return self._get_cell(i, j)
def bottomBarrier(self, i, j):
self.__assertIJ(i, j)
return self._get_bottom_barrier(i, j)
def leftBarrier(self, i, j):
self.__assertIJ(i, j)
return self._get_left_barrier(i, j)
def getNX(self):
return self._get_nx()
def getNY(self):
return self._get_ny()
def free(self):
self._free()
def cellContact(self, p1, p2):
i1, j1 = p1
i2, j2 = p2
if not 0 <= i1 < self.getNX():
raise IndexError("Invalid i1:%d" % i1)
if not 0 <= i2 < self.getNX():
raise IndexError("Invalid i2:%d" % i2)
if not 0 <= j1 < self.getNY():
raise IndexError("Invalid i1:%d" % j1)
if not 0 <= j2 < self.getNY():
raise IndexError("Invalid i2:%d" % j2)
return self._cell_contact(i1, j1, i2, j2)
def addInterpBarrier(self, c1, c2):
self._add_interp_barrier(c1, c2)
def addPolylineBarrier(self, polyline, grid, k):
if len(polyline) > 1:
for i in range(len(polyline) - 1):
x1, y1 = polyline[i]
x2, y2 = polyline[i + 1]
c1 = grid.findCellCornerXY(x1, y1, k)
c2 = grid.findCellCornerXY(x2, y2, k)
self.addInterpBarrier(c1, c2)
def addFaultBarrier(self, fault, K, link_segments=True):
fault_layer = fault[K]
num_lines = len(fault_layer)
for index, fault_line in enumerate(fault_layer):
for segment in fault_line:
c1, c2 = segment.getCorners()
self._add_barrier(c1, c2)
if index < num_lines - 1:
next_line = fault_layer[index + 1]
next_segment = next_line[0]
next_c1, next_c2 = next_segment.getCorners()
if link_segments:
self.addInterpBarrier(c2, next_c1)
def addIJBarrier(self, ij_list):
if len(ij_list) < 2:
raise ValueError("Must have at least two (i,j) points")
nx = self.getNX()
ny = self.getNY()
p1 = ij_list[0]
i1, j1 = p1
for p2 in ij_list[1:]:
i2, j2 = p2
if i1 == i2 or j1 == j2:
if not 0 <= i2 <= nx:
raise ValueError(
"i value:%d invalid. Valid range: [0,%d] " % (i, i2))
if not 0 <= j2 <= ny:
raise ValueError(
"i value:%d invalid. Valid range: [0,%d] " % (j, j2))
self._add_ijbarrier(i1, j1, i2, j2)
p1 = p2
i1, j1 = p1
else:
raise ValueError("Must have i1 == i2 or j1 == j2")
def cellSum(self):
return self._cell_sum()
def clearCells(self):
"""
Will reset all cell and edge values to zero. Barriers will be left
unchanged.
"""
self._clear_cells()
def assign(self, value):
"""
Will set the cell value to @value in all cells. Barriers will not be changed
"""
self._assign(value)
def updateConnected(self, ij, new_value, org_value=None):
"""
Will update cell value of all cells in contact with cell ij to the
value @new_value. If org_value is not supplied, the current
value in cell ij is used.
"""
if org_value is None:
org_value = self[ij]
if self[ij] == org_value:
self._update_connected(ij[0], ij[1], org_value, new_value)
else:
raise ValueError("Cell %s is not equal to %d \n" % (ij, org_value))
def cellsEqual(self, value):
"""
Will return a list [(i1,j1),(i2,j2) , ...(in,jn)] of all cells with value @value.
"""
i_list = IntVector()
j_list = IntVector()
self._cells_equal(value, i_list, j_list)
ij_list = []
for (i, j) in zip(i_list, j_list):
ij_list.append((i, j))
return ij_list
def countEqual(self, value):
return self._count_equal(value)
class EclGrav(BaseCClass):
"""
Holding ECLIPSE results for calculating gravity changes.
The EclGrav class is a collection class holding the results from
ECLIPSE forward modelling of gravity surveys. Observe that the
class is focused on the ECLIPSE side of things, and does not have
any notion of observed values or measurement locations; that
should be handled by the scope using the EclGrav class.
Typical use of the EclGrav class involves the following steps:
1. Create the EclGrav instance.
2. Add surveys with the add_survey_XXXX() methods.
3. Evalute the gravitational response with the eval() method.
"""
TYPE_NAME = "ecl_grav"
_grav_alloc = EclPrototype("void* ecl_grav_alloc( ecl_grid , ecl_file )",
bind=False)
_free = EclPrototype("void ecl_grav_free( ecl_grav )")
_add_survey_RPORV = EclPrototype(
"void* ecl_grav_add_survey_RPORV( ecl_grav , char* , ecl_file )")
_add_survey_PORMOD = EclPrototype(
"void* ecl_grav_add_survey_PORMOD( ecl_grav , char* , ecl_file )")
_add_survey_FIP = EclPrototype(
"void* ecl_grav_add_survey_FIP( ecl_grav , char* , ecl_file )")
_add_survey_RFIP = EclPrototype(
"void* ecl_grav_add_survey_RFIP( ecl_grav , char* , ecl_file )")
_new_std_density = EclPrototype(
"void ecl_grav_new_std_density( ecl_grav , int , double)")
_add_std_density = EclPrototype(
"void ecl_grav_add_std_density( ecl_grav , int , int , double)")
_eval = EclPrototype(
"double ecl_grav_eval( ecl_grav , char* , char* , ecl_region , double , double , double, int)"
)
def __init__(self, grid, init_file):
"""
Creates a new EclGrav instance.
The input arguments @grid and @init_file should be instances
of EclGrid and EclFile respectively.
"""
self.init_file = init_file # Inhibit premature garbage collection of init_file
c_ptr = self._grav_alloc(grid, init_file)
super(EclGrav, self).__init__(c_ptr)
def add_survey_RPORV(self, survey_name, restart_file):
"""
Add new survey based on RPORV keyword.
Add a new survey; in this context a survey is the state of
reservoir, i.e. an ECLIPSE restart file. The @survey_name
input argument will be used when refering to this survey at a
later stage. The @restart_file input argument should be an
EclFile instance with data from one report step. A typical way
to load the @restart_file argument is:
import datetime
import ert.ecl.ecl as ecl
...
...
date = datetime.datetime( year , month , day )
restart_file1 = ecl.EclFile.restart_block( "ECLIPSE.UNRST" , dtime = date)
restart_file2 = ecl.EclFile.restart_block( "ECLIPSE.UNRST" , report_step = 67 )
The pore volume of each cell will be calculated based on the
RPORV keyword from the restart files. The methods
add_survey_PORMOD() and add_survey_FIP() are alternatives
which are based on other keywords.
"""
self._add_survey_RPORV(survey_name, restart_file)
def add_survey_PORMOD(self, survey_name, restart_file):
"""
Add new survey based on PORMOD keyword.
The pore volum is calculated from the initial pore volume and
the PORV_MOD keyword from the restart file; see
add_survey_RPORV() for further details.
"""
self._add_survey_PORMOD(survey_name, restart_file)
def add_survey_FIP(self, survey_name, restart_file):
"""
Add new survey based on FIP keywords.
This method adds a survey as add_survey_RPORV() and
add_survey_PORMOD; but the mass content in each cell is
calculated based on the FIPxxx keyword along with the mass
density at standard conditions of the respective phases.
The mass density at standard conditions must be specified with
the new_std_density() (and possibly also add_std_density())
method before calling the add_survey_FIP() method.
"""
self._add_survey_FIP(survey_name, restart_file)
def add_survey_RFIP(self, survey_name, restart_file):
"""
Add new survey based on RFIP keywords.
This method adds a survey as add_survey_RPORV() and
add_survey_PORMOD; but the mass content in each cell is
calculated based on the RFIPxxx keyword along with the
per-cell mass density of the respective phases.
"""
self._add_survey_RFIP(survey_name, restart_file)
def eval(self,
base_survey,
monitor_survey,
pos,
region=None,
phase_mask=EclPhaseEnum.ECL_OIL_PHASE +
EclPhaseEnum.ECL_GAS_PHASE + EclPhaseEnum.ECL_WATER_PHASE):
"""
Calculates the gravity change between two surveys.
This is the method everything is leading up to; will calculate
the change in gravitational strength, in units of micro Gal,
between the two surveys named @base_survey and
@monitor_survey.
The monitor survey can be 'None' - the resulting answer has
nothing whatsovever to do with gravitation, but can be
interesting to determine the numerical size of the quantities
which are subtracted in a 4D study.
The @pos argument should be a tuple of three elements with the
(utm_x , utm_y , depth) position where we want to evaluate the
change in gravitational strength.
If supplied the optional argument @region should be an
EclRegion() instance; this region will be used to limit the
part of the reserviour included in the gravity calculations.
The optional argument @phase_mask is an integer flag to
indicate which phases you are interested in. It should be a
sum of the relevant integer constants 'ECL_OIL_PHASE',
'ECL_GAS_PHASE' and 'ECL_WATER_PHASE'.
"""
return self._eval(base_survey, monitor_survey, region, pos[0], pos[1],
pos[2], phase_mask)
def new_std_density(self, phase_enum, default_density):
"""
Adds a new phase with a corresponding density.
@phase_enum is one of the integer constants ECL_OIL_PHASE,
ECL_GAS_PHASE or ECL_WATER_PHASE, all available in the
ecl_util and also ecl modules.
@default_density is the density, at standard conditions, for
this particular phase. By default @default_density will be
used for all the cells in the model; by using the
add_std_density() method you can specify different densities
for different PVT regions.
The new_std_density() and add_std_density() methods must be
used before you use the add_survey_FIP() method to add a
survey based on the FIP keyword.
"""
self._new_std_density(phase_enum, default_density)
def add_std_density(self, phase_enum, pvtnum, density):
"""
Add standard conditions density for PVT region @pvtnum.
The new_std_density() method will add a standard conditions
density which applies to all cells in the model. Using the
add_std_density() method it is possible to add standard
conditions densities on a per PVT region basis. You can add
densities for as many PVT regions as you like, and then fall
back to the default density for the others.
The new_std_density() method must be called before calling the
add_std_density() method.
The new_std_density() and add_std_density() methods must be
used before you use the add_survey_FIP() method to add a
survey based on the FIP keyword.
"""
self._add_std_density(phase_enum, pvtnum, density)
class FortIO(BaseCClass):
TYPE_NAME = "fortio"
READ_MODE = 1
WRITE_MODE = 2
READ_AND_WRITE_MODE = 3
APPEND_MODE = 4
_open_reader = EclPrototype("void* fortio_open_reader(char*, bool, bool)",
bind=False)
_open_writer = EclPrototype("void* fortio_open_writer(char*, bool, bool)",
bind=False)
_open_readwrite = EclPrototype(
"void* fortio_open_readwrite(char*, bool, bool)", bind=False)
_open_append = EclPrototype("void* fortio_open_append(char*, bool, bool)",
bind=False)
_guess_fortran = EclPrototype(
"bool fortio_looks_like_fortran_file(char* , bool)", bind=False)
_write_record = EclPrototype(
"void fortio_fwrite_record(fortio, char*, int)")
_get_position = EclPrototype("long fortio_ftell(fortio)")
_seek = EclPrototype("void fortio_fseek(fortio, int)")
_close = EclPrototype("bool fortio_fclose(fortio)")
def __init__(self,
file_name,
mode=READ_MODE,
fmt_file=False,
endian_flip_header=True):
"""Will open a new FortIO handle to @file_name - default for reading.
The newly created FortIO handle will open the underlying FILE*
for reading, but if you pass the flag mode=FortIO.WRITE_MODE
the file will be opened for writing.
Observe that the flag @endian_flip_header will only affect the
interpretation of the block size markers in the file, endian
flipping of the actual data blocks must be handled at a higher
level.
When you are finished working with the FortIO instance you can
manually close it with the close() method, alternatively that
will happen automagically when it goes out of scope.
Small example script opening a restart file, and then writing
all the pressure keywords to another file:
import sys
from ert.ecl import FortIO,ElcFile
rst_file = EclFile(sys.argv[1])
fortio = FortIO( "PRESSURE" , mode=FortIO.WRITE_MODE)
for kw in rst_file:
if kw.name() == "PRESSURE":
kw.write( fortio )
fortio.close()
See the documentation of openFortIO() for an alternative
method based on a context manager and the with statement.
"""
if mode == FortIO.READ_MODE or mode == FortIO.APPEND_MODE or mode == FortIO.READ_AND_WRITE_MODE:
if not os.path.exists(file_name):
raise IOError("File '%s' does not exist!" % file_name)
if mode == FortIO.READ_MODE:
c_pointer = self._open_reader(file_name, fmt_file,
endian_flip_header)
elif mode == FortIO.WRITE_MODE:
c_pointer = self._open_writer(file_name, fmt_file,
endian_flip_header)
elif mode == FortIO.READ_AND_WRITE_MODE:
c_pointer = self._open_readwrite(file_name, fmt_file,
endian_flip_header)
elif mode == FortIO.APPEND_MODE:
c_pointer = self._open_append(file_name, fmt_file,
endian_flip_header)
else:
raise UserWarning("Unknown mode: %d" % mode)
self.__mode = mode
super(FortIO, self).__init__(c_pointer)
def close(self):
if self:
self._close()
self._invalidateCPointer()
def getPosition(self):
""" @rtype: long """
return self._get_position()
def seek(self, position):
# SEEK_SET = 0
# SEEK_CUR = 1
# SEEK_END = 2
self._seek(position, 0)
@classmethod
def isFortranFile(cls, filename, endian_flip=True):
"""@rtype: bool
@type filename: str
Will use heuristics to try to guess if @filename is a binary
file written in fortran style. ASCII files will return false,
even if they are structured as ECLIPSE keywords.
"""
return cls._guess_fortran(filename, endian_flip)
def free(self):
self.close()
class EclSubsidence(BaseCClass):
"""
Holding ECLIPSE results for calculating subsidence changes.
The EclSubsidence class is a collection class holding the results from
ECLIPSE forward modelling of subsidence surveys. Observe that the
class is focused on the ECLIPSE side of things, and does not have
any notion of observed values or measurement locations; that
should be handled by the scope using the EclSubsidence class.
Typical use of the EclSubsidence class involves the following steps:
1. Create the EclSubsidence instance.
2. Add surveys with the add_survey_XXXX() methods.
3. Evalute the subsidence response with the eval() method.
"""
TYPE_NAME = "ecl_subsidence"
_alloc = EclPrototype("void* ecl_subsidence_alloc( ecl_grid , ecl_file )" , bind = False)
_free = EclPrototype("void ecl_subsidence_free( ecl_subsidence )")
_add_survey_PRESSURE = EclPrototype("void* ecl_subsidence_add_survey_PRESSURE( ecl_subsidence , char* , ecl_file )")
_eval = EclPrototype("double ecl_subsidence_eval( ecl_subsidence , char* , char* , ecl_region , double , double , double, double, double)")
def __init__( self, grid, init_file ):
"""
Creates a new EclSubsidence instance.
The input arguments @grid and @init_file should be instances
of EclGrid and EclFile respectively.
"""
self.init_file = init_file # Inhibit premature garbage collection of init_file
c_ptr = self._alloc( grid , init_file )
super( EclSubsidence , self ).__init__( c_ptr )
def add_survey_PRESSURE( self, survey_name, restart_file ):
"""
Add new survey based on PRESSURE keyword.
Add a new survey; in this context a survey is the state of
reservoir, i.e. an ECLIPSE restart file. The @survey_name
input argument will be used when refering to this survey at a
later stage. The @restart_file input argument should be an
EclFile instance with data from one report step. A typical way
to load the @restart_file argument is:
import datetime
import ert.ecl.ecl as ecl
...
...
date = datetime.datetime( year , month , day )
restart_file1 = ecl.EclFile.restart_block( "ECLIPSE.UNRST" , dtime = date)
restart_file2 = ecl.EclFile.restart_block( "ECLIPSE.UNRST" , report_step = 67 )
The pore volume is calculated from the initial pore volume and
the PRESSURE keyword from the restart file.
"""
self._add_survey_PRESSURE( survey_name, restart_file)
def eval(self, base_survey, monitor_survey, pos, compressibility, poisson_ratio, region=None):
"""
Calculates the subsidence change between two surveys.
This is the method everything is leading up to; will calculate
the change in subsidence, in centimeters,
between the two surveys named @base_survey and
@monitor_survey.
The monitor survey can be 'None' - the resulting answer has
nothing whatsovever to do with subsidence, but can be
interesting to determine the numerical size of the quantities
which are subtracted in a 4D study.
The @pos argument should be a tuple of three elements with the
(utm_x , utm_y , depth) position where we want to evaluate the
change in subsidence.
If supplied the optional argument @region should be an
EclRegion() instance; this region will be used to limit the
part of the reserviour included in the subsidence calculations.
The argument @compressibility is the total reservoir compressibility.
"""
return self._eval(self, base_survey, monitor_survey, region, pos[0], pos[1], pos[2], compressibility,
poisson_ratio)
