def write_plot3d_grid(domain, grid_file, planes=False, binary=True, big_endian=False, single_precision=True, unformatted=True, logger=None): """ Writes `domain` to `grid_file` in Plot3D format. domain: DomainObj The domain to be written. grid_file: string Grid filename. """ logger = logger or NullLogger() mode = 'wb' if binary else 'w' with open(grid_file, mode) as out: logger.info("writing grid file '%s'", grid_file) stream = Stream(out, binary, big_endian, single_precision, False, unformatted, False) if len(domain.zones) > 1: # Write number of zones. stream.write_int(len(domain.zones), full_record=True) # Write zone dimensions. _write_plot3d_dims(domain, stream, logger) # Write zone coordinates. for zone in domain.zones: name = domain.zone_name(zone) logger.debug('writing coords for %s', name) _write_plot3d_coords(zone, stream, planes, logger)
def write_plot3d_f(domain, grid_file, f_file, varnames=None, planes=False, binary=True, big_endian=False, single_precision=True, unformatted=True, logger=None): """ Writes `domain` to `grid_file` and `f_file` in Plot3D format. If `varnames` is None, then all arrays and then all vectors are written. domain: DomainObj The domain to be written. grid_file: string Grid filename. f_file: string Function data filename. """ logger = logger or NullLogger() if varnames is None: flow = domain.zones[0].flow_solution varnames = [flow.name_of_obj(obj) for obj in flow.arrays] varnames.extend([flow.name_of_obj(obj) for obj in flow.vectors]) # Verify we have the needed data. for zone in domain.zones: flow = zone.flow_solution missing = [] for name in varnames: if not hasattr(flow, name): missing.append(name) if missing: raise AttributeError('zone %s flow_solution is missing %s' \ % (domain.zone_name(zone), missing)) # Write grid file. write_plot3d_grid(domain, grid_file, planes, binary, big_endian, single_precision, unformatted, logger) # Write F file. mode = 'wb' if binary else 'w' with open(f_file, mode) as out: logger.info("writing F file '%s'", f_file) stream = Stream(out, binary, big_endian, single_precision, False, unformatted, False) if len(domain.zones) > 1: # Write number of zones. stream.write_int(len(domain.zones), full_record=True) # Write zone dimensions. _write_plot3d_dims(domain, stream, logger, varnames) # Write zone variables. for zone in domain.zones: name = domain.zone_name(zone) logger.debug('writing data for %s', name) _write_plot3d_vars(zone, stream, varnames, planes, logger)
def write_plot3d_q(domain, grid_file, q_file, planes=False, binary=True, big_endian=False, single_precision=True, unformatted=True, logger=None): """ Writes `domain` to `grid_file` and `q_file` in Plot3D format. Requires 'density', 'momentum', and 'energy_stagnation_density' variables as well as 'mach', 'alpha', 'reynolds', and 'time' scalars. domain: DomainObj The domain to be written. grid_file: string Grid filename. q_file: string Q data filename. """ logger = logger or NullLogger() # Verify we have the needed data. for zone in domain.zones: flow = zone.flow_solution missing = [] for name in ('mach', 'alpha', 'reynolds', 'time', 'density', 'momentum', 'energy_stagnation_density'): if not hasattr(flow, name): missing.append(name) if missing: raise AttributeError('zone %s flow_solution is missing %s' \ % (domain.zone_name(zone), missing)) # Write grid file. write_plot3d_grid(domain, grid_file, planes, binary, big_endian, single_precision, unformatted, logger) # Write Q file. mode = 'wb' if binary else 'w' with open(q_file, mode) as out: logger.info("writing Q file '%s'", q_file) stream = Stream(out, binary, big_endian, single_precision, False, unformatted, False) if len(domain.zones) > 1: # Write number of zones. stream.write_int(len(domain.zones), full_record=True) # Write zone dimensions. _write_plot3d_dims(domain, stream, logger) # Write zone scalars and variables. varnames = ('density', 'momentum', 'energy_stagnation_density') for zone in domain.zones: name = domain.zone_name(zone) logger.debug('writing data for %s', name) _write_plot3d_qscalars(zone, stream, logger) _write_plot3d_vars(zone, stream, varnames, planes, logger)
def write_plot3d_grid(domain, grid_file, planes=False, binary=True, big_endian=False, single_precision=True, unformatted=True, logger=None): """ Writes `domain` to `grid_file` in Plot3D format. Ghost data is not written. domain: :class:`DomainObj` or :class:`Zone` The domain or zone to be written. grid_file: string Grid filename. """ logger = logger or NullLogger() if isinstance(domain, DomainObj): writing_domain = True zones = domain.zones elif isinstance(domain, Zone): writing_domain = False zones = [domain] else: raise TypeError("'domain' argument must be a DomainObj or Zone") mode = 'wb' if binary else 'w' with open(grid_file, mode) as out: logger.info('writing grid file %r', grid_file) stream = Stream(out, binary, big_endian, single_precision, False, unformatted, False) if len(zones) > 1: # Write number of zones. stream.write_int(len(zones), full_record=True) # Write zone dimensions. _write_plot3d_dims(domain, stream, logger) # Write zone coordinates. for zone in zones: if writing_domain: name = domain.zone_name(zone) else: name = 'zone' logger.debug('writing coords for %s', name) _write_plot3d_coords(zone, stream, planes, logger)
def write_plot3d_f(domain, grid_file, f_file, varnames=None, planes=False, binary=True, big_endian=False, single_precision=True, unformatted=True, logger=None): """ Writes `domain` to `grid_file` and `f_file` in Plot3D format. If `varnames` is None, then all arrays and then all vectors are written. Ghost data is not written. domain: :class:`DomainObj` or :class:`Zone` The domain or zone to be written. grid_file: string Grid filename. f_file: string Function data filename. """ logger = logger or NullLogger() if isinstance(domain, DomainObj): writing_domain = True zones = domain.zones elif isinstance(domain, Zone): writing_domain = False zones = [domain] else: raise TypeError("'domain' argument must be a DomainObj or Zone") if varnames is None: flow = zones[0].flow_solution varnames = [flow.name_of_obj(obj) for obj in flow.arrays] varnames.extend([flow.name_of_obj(obj) for obj in flow.vectors]) # Verify we have the needed data. for zone in zones: flow = zone.flow_solution missing = [] for name in varnames: if not hasattr(flow, name): missing.append(name) if missing: if writing_domain: name = domain.zone_name(zone) else: name = '' raise AttributeError('zone %s flow_solution is missing %s' % (name, missing)) # Write grid file. write_plot3d_grid(domain, grid_file, planes, binary, big_endian, single_precision, unformatted, logger) # Write F file. mode = 'wb' if binary else 'w' with open(f_file, mode) as out: logger.info('writing F file %r', f_file) stream = Stream(out, binary, big_endian, single_precision, False, unformatted, False) if len(zones) > 1: # Write number of zones. stream.write_int(len(zones), full_record=True) # Write zone dimensions. _write_plot3d_dims(domain, stream, logger, varnames) # Write zone variables. for zone in zones: if writing_domain: name = domain.zone_name(zone) else: name = 'zone' logger.debug('writing data for %s', name) _write_plot3d_vars(zone, stream, varnames, planes, logger)
def write_plot3d_q(domain, grid_file, q_file, planes=False, binary=True, big_endian=False, single_precision=True, unformatted=True, logger=None): """ Writes `domain` to `grid_file` and `q_file` in Plot3D format. Requires 'density', 'momentum', and 'energy_stagnation_density' variables as well as 'mach', 'alpha', 'reynolds', and 'time' scalars. Ghost data is not written. domain: :class:`DomainObj` or :class:`Zone` The domain or zone to be written. grid_file: string Grid filename. q_file: string Q data filename. """ logger = logger or NullLogger() if isinstance(domain, DomainObj): writing_domain = True zones = domain.zones elif isinstance(domain, Zone): writing_domain = False zones = [domain] else: raise TypeError("'domain' argument must be a DomainObj or Zone") # Verify we have the needed data. for zone in zones: flow = zone.flow_solution missing = [] for name in ('mach', 'alpha', 'reynolds', 'time', 'density', 'momentum', 'energy_stagnation_density'): if not hasattr(flow, name): missing.append(name) if missing: if writing_domain: name = domain.zone_name(zone) else: name = '' raise AttributeError('zone %s flow_solution is missing %s' % (name, missing)) # Write grid file. write_plot3d_grid(domain, grid_file, planes, binary, big_endian, single_precision, unformatted, logger) # Write Q file. mode = 'wb' if binary else 'w' with open(q_file, mode) as out: logger.info('writing Q file %r', q_file) stream = Stream(out, binary, big_endian, single_precision, False, unformatted, False) if len(zones) > 1: # Write number of zones. stream.write_int(len(zones), full_record=True) # Write zone dimensions. _write_plot3d_dims(domain, stream, logger) # Write zone scalars and variables. varnames = ('density', 'momentum', 'energy_stagnation_density') for zone in zones: if writing_domain: name = domain.zone_name(zone) else: name = 'zone' logger.debug('writing data for %s', name) _write_plot3d_qscalars(zone, stream, logger) _write_plot3d_vars(zone, stream, varnames, planes, logger)
def write(domain, casename, logger, suffix='restart.new'): """ Write domain as ADPAC .mesh and .restart files. NOTE: if any zones are cylindrical, their grid_coordinates are changed to cartesian and then back to cylindrical. This will affect the coordinate values slightly. """ # FIXME: don't mess up mesh! # Write (cartesian) mesh. cylindricals = [] for zone in domain.zones: if zone.coordinate_system == 'Cylindrical': logger.debug('Converting %s to cartesian coordinates', domain.zone_name(zone)) cylindricals.append(zone) zone.grid_coordinates.make_cartesian(axis='x') try: write_plot3d_grid(domain, casename+'.mesh', big_endian=True, unformatted=False, logger=logger) finally: for zone in cylindricals: logger.debug('Converting %s back to cylindrical coordinates', domain.zone_name(zone)) zone.grid_coordinates.make_cylindrical(axis='x') # Write restart. restart = casename+suffix with open(restart, 'wb') as out: logger.info('writing restart file %r', restart) stream = Stream(out, binary=True, big_endian=True, single_precision=True, integer_8=False, unformatted=False, recordmark_8=False) # Write number of zones. stream.write_int(len(domain.zones)) # Write zone dimensions. for zone in domain.zones: name = domain.zone_name(zone) imax, jmax, kmax = zone.shape logger.debug(' %s: %dx%dx%d', name, imax+1, jmax+1, kmax+1) stream.write_ints((imax+1, jmax+1, kmax+1)) # Write zone variables. for zone in domain.zones: name = domain.zone_name(zone) logger.debug('writing data for %s', name) arr = zone.flow_solution.density logger.debug(' density min %g, max %g', arr.min(), arr.max()) stream.write_floats(arr, order='Fortran') if zone.coordinate_system == 'Cartesian': arr = zone.flow_solution.momentum.x logger.debug(' momentum.x min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.x, order='Fortran') arr = zone.flow_solution.momentum.y logger.debug(' momentum.y min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.y, order='Fortran') arr = zone.flow_solution.momentum.z logger.debug(' momentum.z min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.z, order='Fortran') else: arr = zone.flow_solution.momentum.z logger.debug(' momentum.z min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.z, order='Fortran') arr = zone.flow_solution.momentum.r logger.debug(' momentum.r min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.r, order='Fortran') arr = zone.flow_solution.momentum.t logger.debug(' momentum.t min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.t, order='Fortran') arr = zone.flow_solution.energy_stagnation_density logger.debug(' energy_stagnation_density min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.energy_stagnation_density, order='Fortran') arr = zone.flow_solution.pressure logger.debug(' pressure min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.pressure, order='Fortran') # Write zone scalars. ncyc = [] dtheta = [] omegal = [] for zone in domain.zones: ncyc.append(zone.flow_solution.ncyc) dtheta.append(zone.flow_solution.dtheta) omegal.append(zone.flow_solution.omegal) logger.debug(' ncyc %s', str(ncyc)) logger.debug(' dtheta %s', str(dtheta)) logger.debug(' omegal %s', str(omegal)) stream.write_ints(ncyc) stream.write_floats(dtheta) stream.write_floats(omegal) # Implicit calculation data not supported. stream.write_int(0)
def test_int32(self): logging.debug('') logging.debug('test_int32') # 'Normal' integers. data = numpy.arange(0, 10, dtype=numpy.int32) with open(self.filename, 'wb') as out: stream = Stream(out, binary=True) stream.write_ints(data) self.assertEqual(os.path.getsize(self.filename), 40) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True) new_data = stream.read_ints(data.size) numpy.testing.assert_array_equal(new_data, data) # Text scalar. with open(self.filename, 'w') as out: stream = Stream(out) stream.write_int(4, sep=' ') stream.write_int(2, full_record=True) size = 5 if sys.platform == 'win32' else 4 # CR LF self.assertEqual(os.path.getsize(self.filename), size) with open(self.filename, 'r') as inp: new_data = inp.read() self.assertEqual(new_data, '4 2\n') # Unformatted scalar. with open(self.filename, 'wb') as out: stream = Stream(out, binary=True, unformatted=True) stream.write_int(1, full_record=True) self.assertEqual(os.path.getsize(self.filename), 12) with open(self.filename, 'rb') as inp: new_data = inp.read() self.assertEqual(new_data, UNF_I4) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True) new_data = stream.read_int() try: self.assertEqual(new_data, 1) except AssertionError: pass else: self.fail('Expected AssertionError') with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, unformatted=True) new_data = stream.read_int(full_record=True) self.assertEqual(new_data, 1) # Unformatted array. data = numpy.arange(1, 9, dtype=numpy.int32) with open(self.filename, 'wb') as out: stream = Stream(out, binary=True, unformatted=True) stream.write_ints(data, full_record=True) self.assertEqual(os.path.getsize(self.filename), 40) with open(self.filename, 'rb') as inp: new_data = inp.read() self.assertEqual(new_data, UNF_I4A) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True) new_data = stream.read_ints(data.size) try: numpy.testing.assert_array_equal(new_data, data) except AssertionError: pass else: self.fail('Expected AssertionError') with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, unformatted=True) new_data = stream.read_ints(data.size, full_record=True) numpy.testing.assert_array_equal(new_data, data) # Byteswapped. swap_endian = sys.byteorder == 'little' wrong_endian = not swap_endian with open(self.filename, 'wb') as out: stream = Stream(out, binary=True, big_endian=swap_endian) stream.write_ints(data) self.assertEqual(os.path.getsize(self.filename), 32) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, big_endian=wrong_endian) new_data = stream.read_ints(data.size) try: numpy.testing.assert_array_equal(new_data, data) except AssertionError: pass else: self.fail('Expected AssertionError') with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, big_endian=swap_endian) new_data = stream.read_ints(data.size) numpy.testing.assert_array_equal(new_data, data) # Write as 8-byte integers. with open(self.filename, 'wb') as out: stream = Stream(out, binary=True, integer_8=True) stream.write_ints(data) self.assertEqual(os.path.getsize(self.filename), 64) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, integer_8=True) new_data = stream.read_ints(data.size) numpy.testing.assert_array_equal(new_data, data) # Write from list. data = list(data) with open(self.filename, 'wb') as out: stream = Stream(out, binary=True) stream.write_ints(data) self.assertEqual(os.path.getsize(self.filename), 32) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True) new_data = stream.read_ints(len(data)) numpy.testing.assert_array_equal(new_data, data)
def test_int64(self): logging.debug('') logging.debug('test_int64') # Big integers, which are default on some machines. data = numpy.arange(1, 9, dtype=numpy.int64) with open(self.filename, 'wb') as out: stream = Stream(out, binary=True, integer_8=True) stream.write_ints(data) self.assertEqual(os.path.getsize(self.filename), 64) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, integer_8=True) new_data = stream.read_ints(data.size) numpy.testing.assert_array_equal(new_data, data) # Unformatted scalar. with open(self.filename, 'wb') as out: stream = Stream(out, binary=True, integer_8=True, unformatted=True) stream.write_int(1, full_record=True) self.assertEqual(os.path.getsize(self.filename), 16) with open(self.filename, 'rb') as inp: new_data = inp.read() self.assertEqual(new_data, UNF_I8) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, integer_8=True) new_data = stream.read_int() try: self.assertEqual(new_data, 1) except AssertionError: pass else: self.fail('Expected AssertionError') with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, integer_8=True, unformatted=True) new_data = stream.read_int(full_record=True) self.assertEqual(new_data, 1) # Unformatted array. with open(self.filename, 'wb') as out: stream = Stream(out, binary=True, integer_8=True, unformatted=True) stream.write_ints(data, full_record=True) self.assertEqual(os.path.getsize(self.filename), 72) with open(self.filename, 'rb') as inp: new_data = inp.read() self.assertEqual(new_data, UNF_I8A) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True) new_data = stream.read_ints(data.size) try: numpy.testing.assert_array_equal(new_data, data) except AssertionError: pass else: self.fail('Expected AssertionError') with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, integer_8=True, unformatted=True) new_data = stream.read_ints(data.size, full_record=True) numpy.testing.assert_array_equal(new_data, data) # Write as 4-byte integers. with open(self.filename, 'wb') as out: stream = Stream(out, binary=True) stream.write_ints(data) self.assertEqual(os.path.getsize(self.filename), 32) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True) new_data = stream.read_ints(data.size) numpy.testing.assert_array_equal(new_data, data) # Row-major. data = numpy.arange(0, 10, dtype=numpy.int64) arr2d = data.reshape((5, 2)) with open(self.filename, 'wb') as out: stream = Stream(out, binary=True, integer_8=True) stream.write_ints(arr2d) self.assertEqual(os.path.getsize(self.filename), 80) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, integer_8=True) new_data = stream.read_ints((5, 2)) numpy.testing.assert_array_equal(new_data, arr2d) # Row-major text. with open(self.filename, 'w') as out: stream = Stream(out) stream.write_ints(arr2d, linecount=4) with open(self.filename, 'r') as inp: stream = Stream(inp) new_data = stream.read_ints((5, 2), order='Fortran') try: numpy.testing.assert_array_equal(new_data, arr2d) except AssertionError: pass else: self.fail('Expected AssertionError') with open(self.filename, 'r') as inp: stream = Stream(inp) new_data = stream.read_ints((5, 2), order='C') numpy.testing.assert_array_equal(new_data, arr2d) # Column-major. with open(self.filename, 'wb') as out: stream = Stream(out, binary=True, integer_8=True) stream.write_ints(arr2d, order='Fortran') self.assertEqual(os.path.getsize(self.filename), 80) with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, integer_8=True) new_data = stream.read_ints((5, 2)) try: numpy.testing.assert_array_equal(new_data, arr2d) except AssertionError: pass else: self.fail('Expected AssertionError') with open(self.filename, 'rb') as inp: stream = Stream(inp, binary=True, integer_8=True) new_data = stream.read_ints((5, 2), order='Fortran') numpy.testing.assert_array_equal(new_data, arr2d) # Column-major text. with open(self.filename, 'w') as out: stream = Stream(out) stream.write_ints(arr2d, order='Fortran', linecount=4) with open(self.filename, 'r') as inp: stream = Stream(inp) new_data = stream.read_ints((5, 2)) try: numpy.testing.assert_array_equal(new_data, arr2d) except AssertionError: pass else: self.fail('Expected AssertionError') with open(self.filename, 'r') as inp: stream = Stream(inp) new_data = stream.read_ints((5, 2), order='Fortran') numpy.testing.assert_array_equal(new_data, arr2d) # Illegal-order text. with open(self.filename, 'w') as out: stream = Stream(out) assert_raises(self, "stream.write_ints(arr2d, order='Unknown')", globals(), locals(), ValueError, "order must be 'C' or 'Fortran'")
def write(domain, casename, logger, suffix='restart.new'): """ Write domain as ADPAC .mesh and .restart files. NOTE: if any zones are cylindrical, their grid_coordinates are changed to cartesian and then back to cylindrical. This will affect the coordinate values slightly. """ # FIXME: don't mess up mesh! # Write (cartesian) mesh. cylindricals = [] for zone in domain.zones: if zone.coordinate_system == 'Cylindrical': logger.debug('Converting %s to cartesian coordinates', domain.zone_name(zone)) cylindricals.append(zone) zone.grid_coordinates.make_cartesian(axis='x') try: write_plot3d_grid(domain, casename + '.mesh', big_endian=True, unformatted=False, logger=logger) finally: for zone in cylindricals: logger.debug('Converting %s back to cylindrical coordinates', domain.zone_name(zone)) zone.grid_coordinates.make_cylindrical(axis='x') # Write restart. restart = casename + suffix with open(restart, 'wb') as out: logger.info('writing restart file %r', restart) stream = Stream(out, binary=True, big_endian=True, single_precision=True, integer_8=False, unformatted=False, recordmark_8=False) # Write number of zones. stream.write_int(len(domain.zones)) # Write zone dimensions. for zone in domain.zones: name = domain.zone_name(zone) imax, jmax, kmax = zone.shape logger.debug(' %s: %dx%dx%d', name, imax + 1, jmax + 1, kmax + 1) stream.write_ints((imax + 1, jmax + 1, kmax + 1)) # Write zone variables. for zone in domain.zones: name = domain.zone_name(zone) logger.debug('writing data for %s', name) arr = zone.flow_solution.density logger.debug(' density min %g, max %g', arr.min(), arr.max()) stream.write_floats(arr, order='Fortran') if zone.coordinate_system == 'Cartesian': arr = zone.flow_solution.momentum.x logger.debug(' momentum.x min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.x, order='Fortran') arr = zone.flow_solution.momentum.y logger.debug(' momentum.y min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.y, order='Fortran') arr = zone.flow_solution.momentum.z logger.debug(' momentum.z min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.z, order='Fortran') else: arr = zone.flow_solution.momentum.z logger.debug(' momentum.z min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.z, order='Fortran') arr = zone.flow_solution.momentum.r logger.debug(' momentum.r min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.r, order='Fortran') arr = zone.flow_solution.momentum.t logger.debug(' momentum.t min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.momentum.t, order='Fortran') arr = zone.flow_solution.energy_stagnation_density logger.debug(' energy_stagnation_density min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.energy_stagnation_density, order='Fortran') arr = zone.flow_solution.pressure logger.debug(' pressure min %g, max %g', arr.min(), arr.max()) stream.write_floats(zone.flow_solution.pressure, order='Fortran') # Write zone scalars. ncyc = [] dtheta = [] omegal = [] for zone in domain.zones: ncyc.append(zone.flow_solution.ncyc) dtheta.append(zone.flow_solution.dtheta) omegal.append(zone.flow_solution.omegal) logger.debug(' ncyc %s', str(ncyc)) logger.debug(' dtheta %s', str(dtheta)) logger.debug(' omegal %s', str(omegal)) stream.write_ints(ncyc) stream.write_floats(dtheta) stream.write_floats(omegal) # Implicit calculation data not supported. stream.write_int(0)