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1 change: 1 addition & 0 deletions fmsgridtools/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@
from .make_mosaic import coupler_mosaic
from .make_topog import make_topog
from .remap import remap
from .remap.variableobj import VariableObj, SrcFileObj, TgtFileObj, DimObj, FileDimsObj
from .shared.gridtools_utils import check_file_is_there, get_provenance_attrs
from .shared.gridobj import GridObj
from .shared.mosaicobj import MosaicObj
Expand Down
76 changes: 55 additions & 21 deletions fmsgridtools/remap/conservative.py
Original file line number Diff line number Diff line change
@@ -1,31 +1,65 @@
import numpy as np

from fmsgridtools.remap.variableobj import SrcFileObj, TgtFileObj, VariableObj
from fmsgridtools.shared.xgridobj import XGridObj

def remap(src_mosaic: str,
input_dir: str = "./",
output_dir: str = None,
input_file: str = None,
output_file: str = None,
tgt_mosaic: str = None,
tgt_nlon: int = None,
tgt_nlat: int = None,
lon_bounds: list = None,
lat_bounds: list = None,
kbounds: list = None,
tbounds: list = None,
order: int = 1,
static_file: str = None,
check_conserve: bool = False):
import pyfms

#create an xgrid object
xgrid = XGridObj(input_dir, src_mosaic_file=src_mosaic, tgt_mosaic_file=tgt_mosaic)

#create xgrid
xgrid.create_xgrid()
def remap(input_dir: str = "./",
src_mosaicfile: str = None,
tgt_mosaicfile: str = None,
input_file: str = None,
output_dir: str = "./",
output_file: str = None,
scalar_variables: list[str] = None,
lon_bounds: list = None,
lat_bounds: list = None,
kbounds: list = None,
tbounds: list = None,
order: int = 1,
check_conserve: bool = False,
gpu: bool = False):

#write
xgrid.write()
xgrid = XGridObj(input_dir=input_dir, src_mosaicfile=src_mosaicfile, tgt_mosaicfile=tgt_mosaicfile)
tgt_tiles = list(xgrid.tgt.grid.keys())
src_tiles = list(xgrid.src.grid.keys())

pyfms.fms.init(ndomain=len(tgt_tiles))

for tgt_tile in tgt_tiles:

pyfms.horiz_interp.init(len(src_tiles))

nx_tgt, ny_tgt = xgrid.tgt.grid[tgt_tile].nx, xgrid.tgt.grid[tgt_tile].ny

#get xgrid, make sure mpi works cause i don't think it will
xgrid.domain = pyfms.mpp_domains.define_domains([0, nx_tgt-1, 0, ny_tgt-1])
xgrid.set_target_tile(tgt_tile)
xgrid.get_interp()

if input_file is None: return
if output_file is None: output_file = input_file
if output_dir is None: output_dir = input_dir

src_fileobj = SrcFileObj(datafile=input_file, input_dir=input_dir, tiles=src_tiles)
tgt_fileobj = TgtFileObj(datafile=output_file, output_dir=output_dir, nx=nx_tgt, ny=ny_tgt)

for var in src_fileobj.variables:

variable = VariableObj(var, src_fileobj)
variable.init()

for itime in variable.timeslist:
for klevel in variable.zlist:

input_data = variable.slice(tile=src_tiles[0], timepoint=itime, klevel=klevel, prepare_data=True)
data_slice = pyfms.horiz_interp.interp(xgrid.interps[src_tile].interp_id, input_data, convert_cf_order=False)

for src_tile in src_tiles[1:]:
input_data = variable.slice(tile=src_tile, timepoint=itime, klevel=klevel, prepare_data=True)
data_slice += pyfms.horiz_interp.interp(xgrid.interps[src_tile].interp_id, input_data, convert_cf_order=False)

#gather if parallel, for now, no
variable.set_tgt_data(data_slice, timepoint=itime, klevel=klevel)

44 changes: 28 additions & 16 deletions fmsgridtools/remap/remap.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,30 +17,42 @@
Only 1 or 2 order is supported for conservative interpolation
"""
)
@click.option("--static_file",
type = click.Path(exists=True),
@click.option("--check_conserve",
type = bool,
help =
"""
To remap data where cell_methods = CELL_METHODS_MEAN, the static_file
will src grid cell areas should be provided
If true, output grid area conservative will be checked
"""
)
@click.option("--check_conserve",
@click.option("--gpu",
type = bool,
help =
"""
If true, output grid area conservative will be checked
If true, the exchange grid will be created on the GPU
"""
)
def conservative_method(input_dir, output_dir, input_file, output_file, #common_options
src_mosaic, tgt_mosaic, tgt_nlon, tgt_nlat, #common_options
lon_bounds, lat_bounds, kbounds, tbounds, #common_options
debug, order, static_file, check_conserve):

def conservative_method(input_dir, output_dir, input_mosaic_dir, output_mosaic_dir,
input_file, output_file, #common_options
src_mosaic, tgt_mosaic, tgt_nlon, tgt_nlat, #common_options
scalar_variables, lon_bounds, lat_bounds,
kbounds, tbounds, debug, order, check_conserve, gpu):

setlogger.setconfig("remap.log", debug)
logger.info("Starting conservative remapping")

conservative.remap(src_mosaic, input_dir, output_dir, input_file,
output_file, tgt_mosaic, tgt_nlon, tgt_nlat,
lon_bounds, lat_bounds, kbounds, tbounds,
order, static_file, check_conserve)

xgrid = conservative.remap(input_dir=input_dir,
output_dir=output_dir,
input_mosaic_dir=input_mosaic_dir,
output_mosaic_dir=output_mosaic_dir,
input_file=input_file,
src_mosaic=src_mosaic,
tgt_mosaic=tgt_mosaic,
output_file=output_file,
scalar_variables=scalar_variables,
lon_bounds=lon_bounds,
lat_bounds=lat_bounds,
kbounds=kbounds,
tbounds=tbounds,
order=order,
check_conserve=check_conserve,
gpu=gpu)
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