def main(argv=sys.argv[1:]):
from polar2grid.core.script_utils import setup_logging, create_basic_parser, create_exc_handler, rename_log_file, ExtendAction
from polar2grid.compositors import CompositorManager
frontends = available_frontends()
backends = available_backends()
parser = create_basic_parser(
description=
"Extract swath data, remap it, and write it to a new file format")
parser.add_argument(
"frontend",
choices=sorted(frontends.keys()),
help=
"Specify the swath extractor to use to read data (additional arguments are determined after this is specified)"
)
parser.add_argument(
"backend",
choices=sorted(backends.keys()),
help=
"Specify the backend to use to write data output (additional arguments are determined after this is specified)"
)
parser.add_argument(
"--compositor-configs",
nargs="*",
default=None,
help="Specify alternative configuration file(s) for compositors")
# don't include the help flag
argv_without_help = [x for x in argv if x not in ["-h", "--help"]]
args, remaining_args = parser.parse_known_args(argv_without_help)
glue_name = args.frontend + "2" + args.backend
LOG = logging.getLogger(glue_name)
# Load compositor information (we can't know the compositor choices until we've loaded the configuration)
compositor_manager = CompositorManager(
config_files=args.compositor_configs)
# Hack: argparse doesn't let you use choices and nargs=* on a positional argument
parser.add_argument(
"compositors",
choices=compositor_manager.keys() + [[]],
nargs="*",
help=
"Specify the compositors to apply to the provided scene (additional arguments are determined after this is specified)"
)
# load the actual components we need
farg_func = get_frontend_argument_func(frontends, args.frontend)
fcls = get_frontend_class(frontends, args.frontend)
barg_func = get_backend_argument_func(backends, args.backend)
bcls = get_backend_class(backends, args.backend)
# add_frontend_arguments(parser)
subgroup_titles = []
subgroup_titles += farg_func(parser)
subgroup_titles += add_remap_argument_groups(parser)
subgroup_titles += barg_func(parser)
parser.add_argument(
'-f',
dest='data_files',
nargs="+",
default=[],
action=ExtendAction,
help="List of files or directories to extract data from")
parser.add_argument(
'-d',
dest='data_files',
nargs="+",
default=[],
action=ExtendAction,
help="Data directories to look for input data files (equivalent to -f)"
)
global_keywords = ("keep_intermediate", "overwrite_existing",
"exit_on_error")
args = parser.parse_args(argv,
global_keywords=global_keywords,
subgroup_titles=subgroup_titles)
if not args.data_files:
# FUTURE: When the -d flag is removed this won't be needed because -f will be required
parser.print_usage()
parser.exit(1, "ERROR: No data files provided (-f flag)\n")
# Logs are renamed once data the provided start date is known
rename_log = False
if args.log_fn is None:
rename_log = True
args.log_fn = glue_name + "_fail.log"
levels = [logging.ERROR, logging.WARN, logging.INFO, logging.DEBUG]
setup_logging(console_level=levels[min(3, args.verbosity)],
log_filename=args.log_fn)
sys.excepthook = create_exc_handler(LOG.name)
LOG.debug("Starting script with arguments: %s", " ".join(sys.argv))
# Keep track of things going wrong to tell the user what went wrong (we want to create as much as possible)
status_to_return = STATUS_SUCCESS
# Compositor validation
# XXX: Hack to make `polar2grid.sh crefl gtiff` work like legacy crefl2gtiff.sh script
if args.subgroup_args['Frontend Swath Extraction'].get('no_compositors'):
LOG.debug("Removing all compositors")
args.compositors = []
elif args.frontend == 'crefl':
if args.backend == 'awips':
LOG.debug("Adding 'crefl_sharpen' compositor")
args.compositors.append('crefl_sharpen')
else:
LOG.debug("Adding 'true_color' compositor")
args.compositors.append('true_color')
if '--true-color' in sys.argv and 'true_color' not in args.compositors:
LOG.debug("Adding 'true_color' compositor")
args.compositors.append('true_color')
if '--false-color' in sys.argv and 'false_color' not in args.compositors:
LOG.debug("Adding 'false_color' compositor")
args.compositors.append('false_color')
# if "--true-color" in
for c in args.compositors:
if c not in compositor_manager:
LOG.error("Compositor '%s' is unknown" % (c, ))
raise RuntimeError("Compositor '%s' is unknown" % (c, ))
# Frontend
try:
LOG.info("Initializing reader...")
list_products = args.subgroup_args["Frontend Initialization"].pop(
"list_products")
f = fcls(search_paths=args.data_files,
**args.subgroup_args["Frontend Initialization"])
except StandardError:
LOG.debug("Frontend exception: ", exc_info=True)
LOG.error(
"%s frontend failed to load and sort data files (see log for details)",
args.frontend)
return STATUS_FRONTEND_FAIL
# Rename the log file
if rename_log:
rename_log_file(glue_name +
f.begin_time.strftime("_%Y%m%d_%H%M%S.log"))
if list_products:
print("\n".join(sorted(f.available_product_names)))
return STATUS_SUCCESS
try:
LOG.info("Initializing remapping...")
remapper = Remapper(**args.subgroup_args["Remapping Initialization"])
remap_kwargs = args.subgroup_args["Remapping"]
except StandardError:
LOG.debug("Remapping initialization exception: ", exc_info=True)
LOG.error("Remapping initialization failed (see log for details)")
return STATUS_REMAP_FAIL
try:
LOG.info("Initializing backend...")
backend = bcls(**args.subgroup_args["Backend Initialization"])
except StandardError:
LOG.debug("Backend initialization exception: ", exc_info=True)
LOG.error("Backend initialization failed (see log for details)")
return STATUS_BACKEND_FAIL
try:
LOG.info("Initializing compositor objects...")
compositor_objects = {}
for c in args.compositors:
compositor_objects[c] = compositor_manager.get_compositor(
c, **args.global_kwargs)
except StandardError:
LOG.debug("Compositor initialization exception: ", exc_info=True)
LOG.error("Compositor initialization failed (see log for details)")
return STATUS_COMP_FAIL
try:
LOG.info("Extracting swaths from data files available...")
scene = f.create_scene(
**args.subgroup_args["Frontend Swath Extraction"])
# Determine if we have a satpy scene if we should convert it to
# a P2G Scene to continue processing
resample_method = args.subgroup_args["Remapping"].get("remap_method")
is_satpy_resample_method = resample_method in SATPY_RESAMPLERS
if is_satpy_resample_method and not isinstance(scene, Scene):
raise RuntimeError(
"Resampling method '{}' only supports 'satpy' readers".format(
resample_method))
elif not is_satpy_resample_method and isinstance(scene, Scene):
# convert satpy scene to P2G Scene to be compatible with old P2G resamplers
scene = convert_satpy_to_p2g_swath(f, scene)
if isinstance(scene, Scene):
if not scene.datasets:
LOG.error("No products were returned by the frontend")
raise RuntimeError("No products were returned by the frontend")
if args.keep_intermediate:
raise RuntimeError(
"satpy readers do not currently support saving intermediate files"
)
else:
if (isinstance(scene, Scene) and not scene.datasets) or not scene:
LOG.error("No products were returned by the frontend")
raise RuntimeError("No products were returned by the frontend")
if args.keep_intermediate:
filename = glue_name + "_swath_scene.json"
LOG.info("Saving intermediate swath scene as '%s'", filename)
scene.save(filename)
except StandardError:
LOG.debug("Frontend data extraction exception: ", exc_info=True)
LOG.error("Frontend data extraction failed (see log for details)")
return STATUS_FRONTEND_FAIL
# What grids should we remap to (the user should tell us or the backend should have a good set of defaults)
known_grids = backend.known_grids
LOG.debug("Backend known grids: %r", known_grids)
grids = remap_kwargs.pop("forced_grids", None)
LOG.debug("Forced Grids: %r", grids)
if resample_method == "sensor" and grids != ["sensor"]:
LOG.error("'sensor' resampling method only supports the 'sensor' grid")
return STATUS_GDETER_FAIL
if not grids and not known_grids:
# the user didn't ask for any grids and the backend doesn't have specific defaults
LOG.error("No grids specified and no known defaults")
return STATUS_GDETER_FAIL
elif not grids:
# the user didn't tell us what to do, so let's try everything the backend knows how to do
grids = known_grids
elif known_grids is not None:
# the user told us what to do, let's make sure the backend can do it
grids = list(set(grids) & set(known_grids))
if not grids:
LOG.error(
"%s backend doesn't know how to handle any of the grids specified",
args.backend)
return STATUS_GDETER_FAIL
LOG.debug("Grids that will be mapped to: %r", grids)
# Remap
gridded_scenes = {}
for grid_name in grids:
LOG.info("Remapping to grid %s", grid_name)
try:
gridded_scene = remapper.remap_scene(scene, grid_name,
**remap_kwargs)
gridded_scenes[grid_name] = gridded_scene
if args.keep_intermediate:
filename = glue_name + "_gridded_scene_" + grid_name + ".json"
LOG.debug("saving intermediate gridded scene as '%s'",
filename)
gridded_scene.save(filename)
except StandardError:
LOG.debug("Remapping data exception: ", exc_info=True)
LOG.error("Remapping data failed")
status_to_return |= STATUS_REMAP_FAIL
if args.exit_on_error:
return status_to_return
continue
if not isinstance(scene, Scene):
# Composition
for c, comp in compositor_objects.items():
try:
LOG.info("Running gridded scene through '%s' compositor",
c)
gridded_scene = comp.modify_scene(
gridded_scene,
**args.subgroup_args[c + " Modification"])
if args.keep_intermediate:
filename = glue_name + "_gridded_scene_" + grid_name + ".json"
LOG.debug(
"Updating saved intermediate gridded scene (%s) after compositor",
filename)
gridded_scene.save(filename)
except StandardError:
LOG.debug("Compositor Error: ", exc_info=True)
LOG.error(
"Could not properly modify scene using compositor '%s'"
% (c, ))
if args.exit_on_error:
raise RuntimeError(
"Could not properly modify scene using compositor '%s'"
% (c, ))
if isinstance(f,
ReaderWrapper) and not isinstance(gridded_scene, Scene):
this_grid_definition = None
# HACK: Create SatPy composites that were either separated before
# resampling or needed resampling to be created
rgbs = {}
for product_name in gridded_scene.keys():
rgb_name = product_name[:-6]
# Keep track of one of the grid definitions
if this_grid_definition is None:
this_grid_definition = gridded_scene[product_name][
"grid_definition"]
if product_name.endswith("rgb_0") or product_name.endswith(
"rgb_1") or product_name.endswith("rgb_2"):
if rgb_name not in rgbs:
rgbs[rgb_name] = [None, None, None]
chn_idx = int(product_name[-1])
rgbs[rgb_name][chn_idx] = product_name
LOG.debug("Putting RGBs back together again")
for rgb_name, v in rgbs.items():
r = gridded_scene.pop(v[0])
g = gridded_scene.pop(v[1])
b = gridded_scene.pop(v[2])
new_info = r.copy()
new_info["grid_data"] = new_info["grid_data"].replace(
v[0], rgb_name)
new_info["product_name"] = rgb_name
data = np.memmap(new_info["grid_data"],
dtype=new_info["data_type"],
mode="w+",
shape=(3,
new_info["grid_definition"]["height"],
new_info["grid_definition"]["width"]))
data[0] = r.get_data_array()[:]
data[1] = g.get_data_array()[:]
data[2] = b.get_data_array()[:]
gridded_scene[rgb_name] = new_info
# Create composites that satpy couldn't complete until after remapping
composite_names = [
x for x in f.wishlist if not isinstance(x, DatasetID)
]
if composite_names:
tmp_scene = Scene()
for k, v in gridded_scene.items():
if not isinstance(v["sensor"], set):
v["sensor"] = set([
v["sensor"]
]) # turn sensor back in to a set to match satpy usage
tmp_scene[v["id"]] = Dataset(v.get_data_array(), **v)
tmp_scene[v["id"]].info[
"area"] = this_grid_definition.to_satpy_area()
# tmp_scene[v["id"]].info = {}
if v["sensor"] not in tmp_scene.info["sensor"]:
tmp_scene.info["sensor"].extend(v["sensor"])
# Overwrite the wishlist that will include the above assigned datasets
tmp_scene.wishlist = f.wishlist
for cname in composite_names:
tmp_scene.compositors[
cname] = tmp_scene.cpl.load_compositor(
cname, tmp_scene.info["sensor"])
tmp_scene.compute()
tmp_scene.unload()
# Add any new Datasets to our P2G Scene if SatPy created them
for ds in tmp_scene:
if ds.info["id"].name not in gridded_scene:
LOG.debug("Adding Dataset from SatPy Commpositing: %s",
ds.info["id"])
gridded_scene[ds.info["id"].
name] = dataset_to_gridded_product(ds)
gridded_scene[ds.info["id"].name][
"grid_definition"] = this_grid_definition
# Remove any Products from P2G Scene that SatPy decided it didn't need anymore
for k, v in list(gridded_scene.items()):
if v["id"].name not in tmp_scene:
LOG.debug(
"Removing Dataset that is no longer used: %s", k)
del gridded_scene[k]
if isinstance(gridded_scene, Scene):
LOG.debug("Converting satpy Scene to P2G Gridded Scene")
# Convert it to P2G Gridded Scene
gridded_scene = convert_satpy_to_p2g_gridded(f, gridded_scene)
# Backend
try:
LOG.info("Creating output from data mapped to grid %s", grid_name)
backend.create_output_from_scene(
gridded_scene, **args.subgroup_args["Backend Output Creation"])
except StandardError:
LOG.debug("Backend output creation exception: ", exc_info=True)
LOG.error("Backend output creation failed (see log for details)")
status_to_return |= STATUS_BACKEND_FAIL
if args.exit_on_error:
return status_to_return
continue
LOG.info("Processing data for grid %s complete", grid_name)
return status_to_return
def main(argv=sys.argv[1:]):
from polar2grid.core.script_utils import (
setup_logging,
create_basic_parser,
create_exc_handler,
rename_log_file,
ExtendAction,
)
from polar2grid.compositors import CompositorManager
frontends = available_frontends()
backends = available_backends()
parser = create_basic_parser(description="Extract swath data, remap it, and write it to a new file format")
parser.add_argument(
"frontend",
choices=sorted(frontends.keys()),
help="Specify the swath extractor to use to read data (additional arguments are determined after this is specified)",
)
parser.add_argument(
"backend",
choices=sorted(backends.keys()),
help="Specify the backend to use to write data output (additional arguments are determined after this is specified)",
)
parser.add_argument(
"--compositor-configs",
nargs="*",
default=None,
help="Specify alternative configuration file(s) for compositors",
)
# don't include the help flag
argv_without_help = [x for x in argv if x not in ["-h", "--help"]]
args, remaining_args = parser.parse_known_args(argv_without_help)
glue_name = args.frontend + "2" + args.backend
LOG = logging.getLogger(glue_name)
# Load compositor information (we can't know the compositor choices until we've loaded the configuration)
compositor_manager = CompositorManager(config_files=args.compositor_configs)
# Hack: argparse doesn't let you use choices and nargs=* on a positional argument
parser.add_argument(
"compositors",
choices=compositor_manager.keys() + [[]],
nargs="*",
help="Specify the compositors to apply to the provided scene (additional arguments are determined after this is specified)",
)
# load the actual components we need
farg_func = get_frontend_argument_func(frontends, args.frontend)
fcls = get_frontend_class(frontends, args.frontend)
barg_func = get_backend_argument_func(backends, args.backend)
bcls = get_backend_class(backends, args.backend)
# add_frontend_arguments(parser)
subgroup_titles = []
subgroup_titles += farg_func(parser)
subgroup_titles += add_remap_argument_groups(parser)
subgroup_titles += barg_func(parser)
parser.add_argument(
"-f",
dest="data_files",
nargs="+",
default=[],
action=ExtendAction,
help="List of files or directories to extract data from",
)
parser.add_argument(
"-d",
dest="data_files",
nargs="+",
default=[],
action=ExtendAction,
help="Data directories to look for input data files (equivalent to -f)",
)
global_keywords = ("keep_intermediate", "overwrite_existing", "exit_on_error")
args = parser.parse_args(argv, global_keywords=global_keywords, subgroup_titles=subgroup_titles)
if not args.data_files:
# FUTURE: When the -d flag is removed this won't be needed because -f will be required
parser.print_usage()
parser.exit(1, "ERROR: No data files provided (-f flag)\n")
# Logs are renamed once data the provided start date is known
rename_log = False
if args.log_fn is None:
rename_log = True
args.log_fn = glue_name + "_fail.log"
levels = [logging.ERROR, logging.WARN, logging.INFO, logging.DEBUG]
setup_logging(console_level=levels[min(3, args.verbosity)], log_filename=args.log_fn)
sys.excepthook = create_exc_handler(LOG.name)
LOG.debug("Starting script with arguments: %s", " ".join(sys.argv))
# Keep track of things going wrong to tell the user what went wrong (we want to create as much as possible)
status_to_return = STATUS_SUCCESS
# Compositor validation
for c in args.compositors:
if c not in compositor_manager:
LOG.error("Compositor '%s' is unknown" % (c,))
raise RuntimeError("Compositor '%s' is unknown" % (c,))
# Frontend
try:
LOG.info("Initializing swath extractor...")
list_products = args.subgroup_args["Frontend Initialization"].pop("list_products")
f = fcls(search_paths=args.data_files, **args.subgroup_args["Frontend Initialization"])
except StandardError:
LOG.debug("Frontend exception: ", exc_info=True)
LOG.error("%s frontend failed to load and sort data files (see log for details)", args.frontend)
return STATUS_FRONTEND_FAIL
# Rename the log file
if rename_log:
rename_log_file(glue_name + f.begin_time.strftime("_%Y%m%d_%H%M%S.log"))
if list_products:
print("\n".join(sorted(f.available_product_names)))
return STATUS_SUCCESS
try:
LOG.info("Initializing remapping...")
remapper = Remapper(**args.subgroup_args["Remapping Initialization"])
remap_kwargs = args.subgroup_args["Remapping"]
except StandardError:
LOG.debug("Remapping initialization exception: ", exc_info=True)
LOG.error("Remapping initialization failed (see log for details)")
return STATUS_REMAP_FAIL
try:
LOG.info("Initializing backend...")
backend = bcls(**args.subgroup_args["Backend Initialization"])
except StandardError:
LOG.debug("Backend initialization exception: ", exc_info=True)
LOG.error("Backend initialization failed (see log for details)")
return STATUS_BACKEND_FAIL
try:
LOG.info("Initializing compositor objects...")
compositor_objects = {}
for c in args.compositors:
compositor_objects[c] = compositor_manager.get_compositor(c, **args.global_kwargs)
except StandardError:
LOG.debug("Compositor initialization exception: ", exc_info=True)
LOG.error("Compositor initialization failed (see log for details)")
return STATUS_COMP_FAIL
try:
LOG.info("Extracting swaths from data files available...")
scene = f.create_scene(**args.subgroup_args["Frontend Swath Extraction"])
if not scene:
LOG.error("No products were returned by the frontend")
raise RuntimeError("No products were returned by the frontend")
if args.keep_intermediate:
filename = glue_name + "_swath_scene.json"
LOG.info("Saving intermediate swath scene as '%s'", filename)
scene.save(filename)
except StandardError:
LOG.debug("Frontend data extraction exception: ", exc_info=True)
LOG.error("Frontend data extraction failed (see log for details)")
return STATUS_FRONTEND_FAIL
# What grids should we remap to (the user should tell us or the backend should have a good set of defaults)
known_grids = backend.known_grids
LOG.debug("Backend known grids: %r", known_grids)
grids = remap_kwargs.pop("forced_grids", None)
LOG.debug("Forced Grids: %r", grids)
if not grids and not known_grids:
# the user didn't ask for any grids and the backend doesn't have specific defaults
LOG.error("No grids specified and no known defaults")
return STATUS_GDETER_FAIL
elif not grids:
# the user didn't tell us what to do, so let's try everything the backend knows how to do
grids = known_grids
elif known_grids is not None:
# the user told us what to do, let's make sure the backend can do it
grids = list(set(grids) & set(known_grids))
if not grids:
LOG.error("%s backend doesn't know how to handle any of the grids specified", args.backend)
return STATUS_GDETER_FAIL
LOG.debug("Grids that will be mapped to: %r", grids)
# Remap
gridded_scenes = {}
for grid_name in grids:
try:
LOG.info("Remapping to grid %s", grid_name)
gridded_scene = remapper.remap_scene(scene, grid_name, **remap_kwargs)
gridded_scenes[grid_name] = gridded_scene
if args.keep_intermediate:
filename = glue_name + "_gridded_scene_" + grid_name + ".json"
LOG.debug("saving intermediate gridded scene as '%s'", filename)
gridded_scene.save(filename)
except StandardError:
LOG.debug("Remapping data exception: ", exc_info=True)
LOG.error("Remapping data failed")
status_to_return |= STATUS_REMAP_FAIL
if args.exit_on_error:
return status_to_return
continue
# Composition
for c, comp in compositor_objects.items():
try:
LOG.info("Running gridded scene through '%s' compositor", c)
gridded_scene = comp.modify_scene(gridded_scene, **args.subgroup_args[c + " Modification"])
if args.keep_intermediate:
filename = glue_name + "_gridded_scene_" + grid_name + ".json"
LOG.debug("Updating saved intermediate gridded scene (%s) after compositor", filename)
gridded_scene.save(filename)
except StandardError:
LOG.debug("Compositor Error: ", exc_info=True)
LOG.error("Could not properly modify scene using compositor '%s'" % (c,))
if args.exit_on_error:
raise RuntimeError("Could not properly modify scene using compositor '%s'" % (c,))
# Backend
try:
LOG.info("Creating output from data mapped to grid %s", grid_name)
backend.create_output_from_scene(gridded_scene, **args.subgroup_args["Backend Output Creation"])
except StandardError:
LOG.debug("Backend output creation exception: ", exc_info=True)
LOG.error("Backend output creation failed (see log for details)")
status_to_return |= STATUS_BACKEND_FAIL
if args.exit_on_error:
return status_to_return
continue
LOG.info("Processing data for grid %s complete", grid_name)
return status_to_return
def main(argv=sys.argv[1:]):
global LOG
from satpy import Scene
from satpy.writers import compute_writer_results
from dask.diagnostics import ProgressBar
from polar2grid.core.script_utils import (
setup_logging,
rename_log_file,
create_exc_handler,
)
import argparse
add_polar2grid_config_paths()
USE_POLAR2GRID_DEFAULTS = bool(
int(os.environ.setdefault("USE_POLAR2GRID_DEFAULTS", "1")))
BINARY_NAME = "polar2grid" if USE_POLAR2GRID_DEFAULTS else "geo2grid"
prog = os.getenv("PROG_NAME", sys.argv[0])
# "usage: " will be printed at the top of this:
usage = """
%(prog)s -h
see available products:
%(prog)s -r <reader> -w <writer> --list-products -f file1 [file2 ...]
basic processing:
%(prog)s -r <reader> -w <writer> [options] -f file1 [file2 ...]
basic processing with limited products:
%(prog)s -r <reader> -w <writer> [options] -p prod1 prod2 -f file1 [file2 ...]
"""
parser = argparse.ArgumentParser(
prog=prog,
usage=usage,
fromfile_prefix_chars="@",
description="Load, composite, resample, and save datasets.",
)
parser.add_argument(
"-v",
"--verbose",
dest="verbosity",
action="count",
default=0,
help="each occurrence increases verbosity 1 level through "
"ERROR-WARNING-INFO-DEBUG (default INFO)",
)
parser.add_argument("-l",
"--log",
dest="log_fn",
default=None,
help="specify the log filename")
parser.add_argument(
"--progress",
action="store_true",
help="show processing progress bar (not recommended for logged output)",
)
parser.add_argument(
"--num-workers",
type=int,
default=os.getenv("DASK_NUM_WORKERS", 4),
help="specify number of worker threads to use (default: 4)",
)
parser.add_argument(
"--match-resolution",
dest="preserve_resolution",
action="store_false",
help="When using the 'native' resampler for composites, don't save data "
"at its native resolution, use the resolution used to create the "
"composite.",
)
parser.add_argument(
"--list-products",
dest="list_products",
action="store_true",
help="List available {} products and exit".format(BINARY_NAME),
)
parser.add_argument(
"--list-products-all",
dest="list_products_all",
action="store_true",
help="List available {} products and custom/Satpy products and exit".
format(BINARY_NAME),
)
reader_group = add_scene_argument_groups(
parser, is_polar2grid=USE_POLAR2GRID_DEFAULTS)[0]
resampling_group = add_resample_argument_groups(
parser, is_polar2grid=USE_POLAR2GRID_DEFAULTS)[0]
writer_group = add_writer_argument_groups(parser)[0]
argv_without_help = [x for x in argv if x not in ["-h", "--help"]]
_retitle_optional_arguments(parser)
args, remaining_args = parser.parse_known_args(argv_without_help)
os.environ["DASK_NUM_WORKERS"] = str(args.num_workers)
# get the logger if we know the readers and writers that will be used
if args.readers is not None and args.writers is not None:
glue_name = args.readers[0] + "_" + "-".join(args.writers or [])
LOG = logging.getLogger(glue_name)
reader_subgroups = _add_component_parser_args(parser, "readers",
args.readers or [])
writer_subgroups = _add_component_parser_args(parser, "writers",
args.writers or [])
args = parser.parse_args(argv)
if args.readers is None:
parser.print_usage()
parser.exit(
1,
"\nERROR: Reader must be provided (-r flag).\n"
"Supported readers:\n\t{}\n".format("\n\t".join(
["abi_l1b", "ahi_hsd", "hrit_ahi"])),
)
elif len(args.readers) > 1:
parser.print_usage()
parser.exit(
1,
"\nMultiple readers is not currently supported. Got:\n\t"
"{}\n".format("\n\t".join(args.readers)),
)
return -1
if args.writers is None:
parser.print_usage()
parser.exit(
1,
"\nERROR: Writer must be provided (-w flag) with one or more writer.\n"
"Supported writers:\n\t{}\n".format("\n\t".join(["geotiff"])),
)
reader_args = _args_to_dict(args, reader_group._group_actions)
reader_names = reader_args.pop("readers")
scene_creation, load_args = _get_scene_init_load_args(
args, reader_args, reader_names, reader_subgroups)
resample_args = _args_to_dict(args, resampling_group._group_actions)
writer_args = _args_to_dict(args, writer_group._group_actions)
writer_specific_args = _parse_writer_args(writer_args["writers"],
writer_subgroups, reader_names,
args)
writer_args.update(writer_specific_args)
if not args.filenames:
parser.print_usage()
parser.exit(1, "\nERROR: No data files provided (-f flag)\n")
# Prepare logging
rename_log = False
if args.log_fn is None:
rename_log = True
args.log_fn = glue_name + "_fail.log"
levels = [logging.ERROR, logging.WARN, logging.INFO, logging.DEBUG]
setup_logging(console_level=levels[min(3, args.verbosity)],
log_filename=args.log_fn)
logging.getLogger("rasterio").setLevel(levels[min(2, args.verbosity)])
sys.excepthook = create_exc_handler(LOG.name)
if levels[min(3, args.verbosity)] > logging.DEBUG:
import warnings
warnings.filterwarnings("ignore")
LOG.debug("Starting script with arguments: %s", " ".join(sys.argv))
# Set up dask and the number of workers
if args.num_workers:
dask.config.set(num_workers=args.num_workers)
# Create a Scene, analyze the provided files
LOG.info("Sorting and reading input files...")
try:
scn = Scene(**scene_creation)
except ValueError as e:
LOG.error(
"{} | Enable debug message (-vvv) or see log file for details.".
format(str(e)))
LOG.debug("Further error information: ", exc_info=True)
return -1
except OSError:
LOG.error(
"Could not open files. Enable debug message (-vvv) or see log file for details."
)
LOG.debug("Further error information: ", exc_info=True)
return -1
# Rename the log file
if rename_log:
rename_log_file(glue_name +
scn.attrs["start_time"].strftime("_%Y%m%d_%H%M%S.log"))
# Load the actual data arrays and metadata (lazy loaded as dask arrays)
LOG.info("Loading product metadata from files...")
reader_info = ReaderProxyBase.from_reader_name(scene_creation["reader"],
scn, load_args["products"])
if args.list_products or args.list_products_all:
_print_list_products(reader_info, p2g_only=not args.list_products_all)
return 0
load_args["products"] = reader_info.get_satpy_products_to_load()
if not load_args["products"]:
return -1
scn.load(load_args["products"])
ll_bbox = resample_args.pop("ll_bbox")
if ll_bbox:
scn = scn.crop(ll_bbox=ll_bbox)
scn = filter_scene(
scn,
reader_names,
sza_threshold=reader_args["sza_threshold"],
day_fraction=reader_args["filter_day_products"],
night_fraction=reader_args["filter_night_products"],
)
if scn is None:
LOG.info("No remaining products after filtering.")
return 0
to_save = []
areas_to_resample = resample_args.pop("grids")
if "ewa_persist" in resample_args:
resample_args["persist"] = resample_args.pop("ewa_persist")
scenes_to_save = resample_scene(
scn,
areas_to_resample,
preserve_resolution=args.preserve_resolution,
is_polar2grid=USE_POLAR2GRID_DEFAULTS,
**resample_args)
for scene_to_save, products_to_save in scenes_to_save:
overwrite_platform_name_with_aliases(scene_to_save)
reader_info.apply_p2g_name_to_scene(scene_to_save)
to_save = write_scene(
scene_to_save,
writer_args["writers"],
writer_args,
products_to_save,
to_save=to_save,
)
if args.progress:
pbar = ProgressBar()
pbar.register()
LOG.info("Computing products and saving data to writers...")
compute_writer_results(to_save)
LOG.info("SUCCESS")
return 0
def main(argv=sys.argv[1:]):
global LOG
from satpy import Scene
from satpy.resample import get_area_def
from satpy.writers import compute_writer_results
from dask.diagnostics import ProgressBar
from polar2grid.core.script_utils import (
setup_logging, rename_log_file, create_exc_handler)
import argparse
prog = os.getenv('PROG_NAME', sys.argv[0])
# "usage: " will be printed at the top of this:
usage = """
%(prog)s -h
see available products:
%(prog)s -r <reader> -w <writer> --list-products -f file1 [file2 ...]
basic processing:
%(prog)s -r <reader> -w <writer> [options] -f file1 [file2 ...]
basic processing with limited products:
%(prog)s -r <reader> -w <writer> [options] -p prod1 prod2 -f file1 [file2 ...]
"""
parser = argparse.ArgumentParser(prog=prog, usage=usage,
description="Load, composite, resample, and save datasets.")
parser.add_argument('-v', '--verbose', dest='verbosity', action="count", default=0,
help='each occurrence increases verbosity 1 level through ERROR-WARNING-INFO-DEBUG (default INFO)')
parser.add_argument('-l', '--log', dest="log_fn", default=None,
help="specify the log filename")
parser.add_argument('--progress', action='store_true',
help="show processing progress bar (not recommended for logged output)")
parser.add_argument('--num-workers', type=int, default=4,
help="specify number of worker threads to use (default: 4)")
parser.add_argument('--match-resolution', dest='preserve_resolution', action='store_false',
help="When using the 'native' resampler for composites, don't save data "
"at its native resolution, use the resolution used to create the "
"composite.")
parser.add_argument('-w', '--writers', nargs='+',
help='writers to save datasets with')
parser.add_argument("--list-products", dest="list_products", action="store_true",
help="List available reader products and exit")
subgroups = add_scene_argument_groups(parser)
subgroups += add_resample_argument_groups(parser)
argv_without_help = [x for x in argv if x not in ["-h", "--help"]]
args, remaining_args = parser.parse_known_args(argv_without_help)
# get the logger if we know the readers and writers that will be used
if args.reader is not None and args.writers is not None:
glue_name = args.reader + "_" + "-".join(args.writers or [])
LOG = logging.getLogger(glue_name)
# add writer arguments
if args.writers is not None:
for writer in (args.writers or []):
parser_func = WRITER_PARSER_FUNCTIONS.get(writer)
if parser_func is None:
continue
subgroups += parser_func(parser)
args = parser.parse_args(argv)
if args.reader is None:
parser.print_usage()
parser.exit(1, "\nERROR: Reader must be provided (-r flag).\n"
"Supported readers:\n\t{}\n".format('\n\t'.join(['abi_l1b', 'ahi_hsd', 'hrit_ahi'])))
if args.writers is None:
parser.print_usage()
parser.exit(1, "\nERROR: Writer must be provided (-w flag) with one or more writer.\n"
"Supported writers:\n\t{}\n".format('\n\t'.join(['geotiff'])))
def _args_to_dict(group_actions):
return {ga.dest: getattr(args, ga.dest) for ga in group_actions if hasattr(args, ga.dest)}
scene_args = _args_to_dict(subgroups[0]._group_actions)
load_args = _args_to_dict(subgroups[1]._group_actions)
resample_args = _args_to_dict(subgroups[2]._group_actions)
writer_args = {}
for idx, writer in enumerate(args.writers):
sgrp1, sgrp2 = subgroups[3 + idx * 2: 5 + idx * 2]
wargs = _args_to_dict(sgrp1._group_actions)
if sgrp2 is not None:
wargs.update(_args_to_dict(sgrp2._group_actions))
writer_args[writer] = wargs
# get default output filename
if 'filename' in wargs and wargs['filename'] is None:
wargs['filename'] = get_default_output_filename(args.reader, writer)
if not args.filenames:
parser.print_usage()
parser.exit(1, "\nERROR: No data files provided (-f flag)\n")
# Prepare logging
rename_log = False
if args.log_fn is None:
rename_log = True
args.log_fn = glue_name + "_fail.log"
levels = [logging.ERROR, logging.WARN, logging.INFO, logging.DEBUG]
setup_logging(console_level=levels[min(3, args.verbosity)], log_filename=args.log_fn)
logging.getLogger('rasterio').setLevel(levels[min(2, args.verbosity)])
sys.excepthook = create_exc_handler(LOG.name)
if levels[min(3, args.verbosity)] > logging.DEBUG:
import warnings
warnings.filterwarnings("ignore")
LOG.debug("Starting script with arguments: %s", " ".join(sys.argv))
# Set up dask and the number of workers
if args.num_workers:
from multiprocessing.pool import ThreadPool
dask.config.set(pool=ThreadPool(args.num_workers))
# Parse provided files and search for files if provided directories
scene_args['filenames'] = get_input_files(scene_args['filenames'])
# Create a Scene, analyze the provided files
LOG.info("Sorting and reading input files...")
try:
scn = Scene(**scene_args)
except ValueError as e:
LOG.error("{} | Enable debug message (-vvv) or see log file for details.".format(str(e)))
LOG.debug("Further error information: ", exc_info=True)
return -1
except OSError:
LOG.error("Could not open files. Enable debug message (-vvv) or see log file for details.")
LOG.debug("Further error information: ", exc_info=True)
return -1
if args.list_products:
print("\n".join(sorted(scn.available_dataset_names(composites=True))))
return 0
# Rename the log file
if rename_log:
rename_log_file(glue_name + scn.attrs['start_time'].strftime("_%Y%m%d_%H%M%S.log"))
# Load the actual data arrays and metadata (lazy loaded as dask arrays)
if load_args['products'] is None:
try:
reader_mod = importlib.import_module('polar2grid.readers.' + scene_args['reader'])
load_args['products'] = reader_mod.DEFAULT_PRODUCTS
LOG.info("Using default product list: {}".format(load_args['products']))
except (ImportError, AttributeError):
LOG.error("No default products list set, please specify with `--products`.")
return -1
LOG.info("Loading product metadata from files...")
scn.load(load_args['products'])
resample_kwargs = resample_args.copy()
areas_to_resample = resample_kwargs.pop('grids')
grid_configs = resample_kwargs.pop('grid_configs')
resampler = resample_kwargs.pop('resampler')
if areas_to_resample is None and resampler in [None, 'native']:
# no areas specified
areas_to_resample = ['MAX']
elif areas_to_resample is None:
raise ValueError("Resampling method specified (--method) without any destination grid/area (-g flag).")
elif not areas_to_resample:
# they don't want any resampling (they used '-g' with no args)
areas_to_resample = [None]
has_custom_grid = any(g not in ['MIN', 'MAX', None] for g in areas_to_resample)
if has_custom_grid and resampler == 'native':
LOG.error("Resampling method 'native' can only be used with 'MIN' or 'MAX' grids "
"(use 'nearest' method instead).")
return -1
p2g_grid_configs = [x for x in grid_configs if x.endswith('.conf')]
pyresample_area_configs = [x for x in grid_configs if not x.endswith('.conf')]
if not grid_configs or p2g_grid_configs:
# if we were given p2g grid configs or we weren't given any to choose from
from polar2grid.grids import GridManager
grid_manager = GridManager(*p2g_grid_configs)
else:
grid_manager = {}
if pyresample_area_configs:
from pyresample.utils import parse_area_file
custom_areas = parse_area_file(pyresample_area_configs)
custom_areas = {x.area_id: x for x in custom_areas}
else:
custom_areas = {}
ll_bbox = resample_kwargs.pop('ll_bbox')
if ll_bbox:
scn = scn.crop(ll_bbox=ll_bbox)
wishlist = scn.wishlist.copy()
preserve_resolution = get_preserve_resolution(args, resampler, areas_to_resample)
if preserve_resolution:
preserved_products = set(wishlist) & set(scn.datasets.keys())
resampled_products = set(wishlist) - preserved_products
# original native scene
to_save = write_scene(scn, args.writers, writer_args, preserved_products)
else:
preserved_products = set()
resampled_products = set(wishlist)
to_save = []
LOG.debug("Products to preserve resolution for: {}".format(preserved_products))
LOG.debug("Products to use new resolution for: {}".format(resampled_products))
for area_name in areas_to_resample:
if area_name is None:
# no resampling
area_def = None
elif area_name == 'MAX':
area_def = scn.max_area()
elif area_name == 'MIN':
area_def = scn.min_area()
elif area_name in custom_areas:
area_def = custom_areas[area_name]
elif area_name in grid_manager:
from pyresample.geometry import DynamicAreaDefinition
p2g_def = grid_manager[area_name]
area_def = p2g_def.to_satpy_area()
if isinstance(area_def, DynamicAreaDefinition) and p2g_def['cell_width'] is not None:
area_def = area_def.freeze(scn.max_area(),
resolution=(abs(p2g_def['cell_width']), abs(p2g_def['cell_height'])))
else:
area_def = get_area_def(area_name)
if resampler is None and area_def is not None:
rs = 'native' if area_name in ['MIN', 'MAX'] else 'nearest'
LOG.debug("Setting default resampling to '{}' for grid '{}'".format(rs, area_name))
else:
rs = resampler
if area_def is not None:
LOG.info("Resampling data to '%s'", area_name)
new_scn = scn.resample(area_def, resampler=rs, **resample_kwargs)
elif not preserve_resolution:
# the user didn't want to resample to any areas
# the user also requested that we don't preserve resolution
# which means we have to save this Scene's datasets
# because they won't be saved
new_scn = scn
to_save = write_scene(new_scn, args.writers, writer_args, resampled_products, to_save=to_save)
if args.progress:
pbar = ProgressBar()
pbar.register()
LOG.info("Computing products and saving data to writers...")
compute_writer_results(to_save)
LOG.info("SUCCESS")
return 0
def main(argv=sys.argv[1:]):
global LOG
import satpy
from satpy import Scene
from satpy.writers import compute_writer_results
from dask.diagnostics import ProgressBar
from polar2grid.core.script_utils import (setup_logging, rename_log_file,
create_exc_handler)
import argparse
dist = pkg_resources.get_distribution('polar2grid')
if dist_is_editable(dist):
p2g_etc = os.path.join(dist.module_path, 'etc')
else:
p2g_etc = os.path.join(sys.prefix, 'etc', 'polar2grid')
config_path = satpy.config.get('config_path')
if p2g_etc not in config_path:
satpy.config.set(config_path=config_path + [p2g_etc])
USE_POLAR2GRID_DEFAULTS = bool(
int(os.environ.setdefault("USE_POLAR2GRID_DEFAULTS", "1")))
prog = os.getenv('PROG_NAME', sys.argv[0])
# "usage: " will be printed at the top of this:
usage = """
%(prog)s -h
see available products:
%(prog)s -r <reader> -w <writer> --list-products -f file1 [file2 ...]
basic processing:
%(prog)s -r <reader> -w <writer> [options] -f file1 [file2 ...]
basic processing with limited products:
%(prog)s -r <reader> -w <writer> [options] -p prod1 prod2 -f file1 [file2 ...]
"""
parser = argparse.ArgumentParser(
prog=prog,
usage=usage,
fromfile_prefix_chars="@",
description="Load, composite, resample, and save datasets.")
parser.add_argument(
'-v',
'--verbose',
dest='verbosity',
action="count",
default=0,
help='each occurrence increases verbosity 1 level through '
'ERROR-WARNING-INFO-DEBUG (default INFO)')
parser.add_argument('-l',
'--log',
dest="log_fn",
default=None,
help="specify the log filename")
parser.add_argument(
'--progress',
action='store_true',
help="show processing progress bar (not recommended for logged output)"
)
parser.add_argument(
'--num-workers',
type=int,
default=os.getenv('DASK_NUM_WORKERS', 4),
help="specify number of worker threads to use (default: 4)")
parser.add_argument(
'--match-resolution',
dest='preserve_resolution',
action='store_false',
help="When using the 'native' resampler for composites, don't save data "
"at its native resolution, use the resolution used to create the "
"composite.")
parser.add_argument("--list-products",
dest="list_products",
action="store_true",
help="List available reader products and exit")
reader_group = add_scene_argument_groups(
parser, is_polar2grid=USE_POLAR2GRID_DEFAULTS)[0]
resampling_group = add_resample_argument_groups(
parser, is_polar2grid=USE_POLAR2GRID_DEFAULTS)[0]
writer_group = add_writer_argument_groups(parser)[0]
subgroups = [reader_group, resampling_group, writer_group]
argv_without_help = [x for x in argv if x not in ["-h", "--help"]]
_retitle_optional_arguments(parser)
args, remaining_args = parser.parse_known_args(argv_without_help)
os.environ['DASK_NUM_WORKERS'] = str(args.num_workers)
# get the logger if we know the readers and writers that will be used
if args.readers is not None and args.writers is not None:
glue_name = args.readers[0] + "_" + "-".join(args.writers or [])
LOG = logging.getLogger(glue_name)
# add writer arguments
for writer in (args.writers or []):
parser_func = WRITER_PARSER_FUNCTIONS.get(writer)
if parser_func is None:
continue
subgroups += parser_func(parser)
args = parser.parse_args(argv)
if args.readers is None:
parser.print_usage()
parser.exit(
1, "\nERROR: Reader must be provided (-r flag).\n"
"Supported readers:\n\t{}\n".format('\n\t'.join(
['abi_l1b', 'ahi_hsd', 'hrit_ahi'])))
elif len(args.readers) > 1:
parser.print_usage()
parser.exit(
1, "\nMultiple readers is not currently supported. Got:\n\t"
"{}\n".format('\n\t'.join(args.readers)))
return -1
if args.writers is None:
parser.print_usage()
parser.exit(
1,
"\nERROR: Writer must be provided (-w flag) with one or more writer.\n"
"Supported writers:\n\t{}\n".format('\n\t'.join(['geotiff'])))
def _args_to_dict(group_actions, exclude=None):
if exclude is None:
exclude = []
return {
ga.dest: getattr(args, ga.dest)
for ga in group_actions
if hasattr(args, ga.dest) and ga.dest not in exclude
}
reader_args = _args_to_dict(reader_group._group_actions)
reader_names = reader_args.pop('readers')
scene_creation = {
'filenames': reader_args.pop('filenames'),
'reader': reader_names[0],
}
load_args = {
'products': reader_args.pop('products'),
}
# anything left in 'reader_args' is a reader-specific kwarg
resample_args = _args_to_dict(resampling_group._group_actions)
writer_args = _args_to_dict(writer_group._group_actions)
# writer_args = {}
subgroup_idx = 3
for idx, writer in enumerate(writer_args['writers']):
sgrp1, sgrp2 = subgroups[subgroup_idx + idx * 2:subgroup_idx + 2 +
idx * 2]
wargs = _args_to_dict(sgrp1._group_actions)
if sgrp2 is not None:
wargs.update(_args_to_dict(sgrp2._group_actions))
writer_args[writer] = wargs
# get default output filename
if 'filename' in wargs and wargs['filename'] is None:
wargs['filename'] = get_default_output_filename(
args.readers[0], writer)
if not args.filenames:
parser.print_usage()
parser.exit(1, "\nERROR: No data files provided (-f flag)\n")
# Prepare logging
rename_log = False
if args.log_fn is None:
rename_log = True
args.log_fn = glue_name + "_fail.log"
levels = [logging.ERROR, logging.WARN, logging.INFO, logging.DEBUG]
setup_logging(console_level=levels[min(3, args.verbosity)],
log_filename=args.log_fn)
logging.getLogger('rasterio').setLevel(levels[min(2, args.verbosity)])
sys.excepthook = create_exc_handler(LOG.name)
if levels[min(3, args.verbosity)] > logging.DEBUG:
import warnings
warnings.filterwarnings("ignore")
LOG.debug("Starting script with arguments: %s", " ".join(sys.argv))
# Set up dask and the number of workers
if args.num_workers:
dask.config.set(num_workers=args.num_workers)
# Parse provided files and search for files if provided directories
scene_creation['filenames'] = get_input_files(scene_creation['filenames'])
# Create a Scene, analyze the provided files
LOG.info("Sorting and reading input files...")
try:
scn = Scene(**scene_creation)
except ValueError as e:
LOG.error(
"{} | Enable debug message (-vvv) or see log file for details.".
format(str(e)))
LOG.debug("Further error information: ", exc_info=True)
return -1
except OSError:
LOG.error(
"Could not open files. Enable debug message (-vvv) or see log file for details."
)
LOG.debug("Further error information: ", exc_info=True)
return -1
if args.list_products:
print("\n".join(sorted(scn.available_dataset_names(composites=True))))
return 0
# Rename the log file
if rename_log:
rename_log_file(glue_name +
scn.attrs['start_time'].strftime("_%Y%m%d_%H%M%S.log"))
# Load the actual data arrays and metadata (lazy loaded as dask arrays)
LOG.info("Loading product metadata from files...")
load_args['products'] = _apply_default_products_and_aliases(
scn, scene_creation['reader'], load_args['products'])
if not load_args['products']:
return -1
scn.load(load_args['products'])
ll_bbox = resample_args.pop('ll_bbox')
if ll_bbox:
scn = scn.crop(ll_bbox=ll_bbox)
scn = filter_scene(
scn,
reader_names,
sza_threshold=reader_args['sza_threshold'],
day_fraction=reader_args['filter_day_products'],
night_fraction=reader_args['filter_night_products'],
)
if scn is None:
LOG.info("No remaining products after filtering.")
return 0
to_save = []
areas_to_resample = resample_args.pop("grids")
if 'ewa_persist' in resample_args:
resample_args['persist'] = resample_args.pop('ewa_persist')
scenes_to_save = resample_scene(
scn,
areas_to_resample,
preserve_resolution=args.preserve_resolution,
is_polar2grid=USE_POLAR2GRID_DEFAULTS,
**resample_args)
for scene_to_save, products_to_save in scenes_to_save:
overwrite_platform_name_with_aliases(scene_to_save)
to_save = write_scene(scene_to_save,
writer_args['writers'],
writer_args,
products_to_save,
to_save=to_save)
if args.progress:
pbar = ProgressBar()
pbar.register()
LOG.info("Computing products and saving data to writers...")
compute_writer_results(to_save)
LOG.info("SUCCESS")
return 0
def main(argv=sys.argv[1:]):
from polar2grid.core.script_utils import setup_logging, create_basic_parser, create_exc_handler, rename_log_file, ExtendAction
from polar2grid.compositors import CompositorManager
frontends = available_frontends()
backends = available_backends()
parser = create_basic_parser(description="Extract swath data, remap it, and write it to a new file format")
parser.add_argument("frontend", choices=sorted(frontends.keys()),
help="Specify the swath extractor to use to read data (additional arguments are determined after this is specified)")
parser.add_argument("backend", choices=sorted(backends.keys()),
help="Specify the backend to use to write data output (additional arguments are determined after this is specified)")
parser.add_argument("--compositor-configs", nargs="*", default=None,
help="Specify alternative configuration file(s) for compositors")
# don't include the help flag
argv_without_help = [x for x in argv if x not in ["-h", "--help"]]
args, remaining_args = parser.parse_known_args(argv_without_help)
glue_name = args.frontend + "2" + args.backend
LOG = logging.getLogger(glue_name)
# Load compositor information (we can't know the compositor choices until we've loaded the configuration)
compositor_manager = CompositorManager(config_files=args.compositor_configs)
# Hack: argparse doesn't let you use choices and nargs=* on a positional argument
parser.add_argument("compositors", choices=list(compositor_manager.keys()) + [[]], nargs="*",
help="Specify the compositors to apply to the provided scene (additional arguments are determined after this is specified)")
# load the actual components we need
farg_func = get_frontend_argument_func(frontends, args.frontend)
fcls = get_frontend_class(frontends, args.frontend)
barg_func = get_backend_argument_func(backends, args.backend)
bcls = get_backend_class(backends, args.backend)
# add_frontend_arguments(parser)
subgroup_titles = []
subgroup_titles += farg_func(parser)
subgroup_titles += add_remap_argument_groups(parser)
subgroup_titles += barg_func(parser)
parser.add_argument('-f', dest='data_files', nargs="+", default=[], action=ExtendAction,
help="List of files or directories to extract data from")
parser.add_argument('-d', dest='data_files', nargs="+", default=[], action=ExtendAction,
help="Data directories to look for input data files (equivalent to -f)")
global_keywords = ("keep_intermediate", "overwrite_existing", "exit_on_error")
args = parser.parse_args(argv, global_keywords=global_keywords, subgroup_titles=subgroup_titles)
if not args.data_files:
# FUTURE: When the -d flag is removed this won't be needed because -f will be required
parser.print_usage()
parser.exit(1, "ERROR: No data files provided (-f flag)\n")
# Logs are renamed once data the provided start date is known
rename_log = False
if args.log_fn is None:
rename_log = True
args.log_fn = glue_name + "_fail.log"
levels = [logging.ERROR, logging.WARN, logging.INFO, logging.DEBUG]
setup_logging(console_level=levels[min(3, args.verbosity)], log_filename=args.log_fn)
sys.excepthook = create_exc_handler(LOG.name)
LOG.debug("Starting script with arguments: %s", " ".join(sys.argv))
# Keep track of things going wrong to tell the user what went wrong (we want to create as much as possible)
status_to_return = STATUS_SUCCESS
# Compositor validation
# XXX: Hack to make `polar2grid.sh crefl gtiff` work like legacy crefl2gtiff.sh script
if args.subgroup_args['Frontend Swath Extraction'].get('no_compositors'):
LOG.debug("Removing all compositors")
args.compositors = []
elif args.frontend == 'crefl':
if args.backend in ['awips', 'scmi']:
LOG.debug("Adding 'crefl_sharpen' compositor")
args.compositors.append('crefl_sharpen' if args.backend == 'scmi' else 'crefl_sharpen_awips')
else:
LOG.debug("Adding 'true_color' compositor")
args.compositors.append('true_color')
if '--true-color' in sys.argv and 'true_color' not in args.compositors:
LOG.debug("Adding 'true_color' compositor")
args.compositors.append('true_color')
if '--false-color' in sys.argv and 'false_color' not in args.compositors:
LOG.debug("Adding 'false_color' compositor")
args.compositors.append('false_color')
# if "--true-color" in
for c in args.compositors:
if c not in compositor_manager:
LOG.error("Compositor '%s' is unknown" % (c,))
raise RuntimeError("Compositor '%s' is unknown" % (c,))
# Frontend
try:
LOG.info("Initializing reader...")
list_products = args.subgroup_args["Frontend Initialization"].pop("list_products")
f = fcls(search_paths=args.data_files, **args.subgroup_args["Frontend Initialization"])
except (ValueError, KeyError):
LOG.debug("Frontend exception: ", exc_info=True)
LOG.error("%s frontend failed to load and sort data files (see log for details)", args.frontend)
return STATUS_FRONTEND_FAIL
# Rename the log file
if rename_log:
rename_log_file(glue_name + f.begin_time.strftime("_%Y%m%d_%H%M%S.log"))
if list_products:
print("\n".join(sorted(f.available_product_names)))
return STATUS_SUCCESS
try:
LOG.info("Initializing remapping...")
remapper = Remapper(**args.subgroup_args["Remapping Initialization"])
remap_kwargs = args.subgroup_args["Remapping"]
except (ValueError, KeyError):
LOG.debug("Remapping initialization exception: ", exc_info=True)
LOG.error("Remapping initialization failed (see log for details)")
return STATUS_REMAP_FAIL
try:
LOG.info("Initializing backend...")
backend = bcls(**args.subgroup_args["Backend Initialization"])
except (ValueError, KeyError):
LOG.debug("Writer initialization exception: ", exc_info=True)
LOG.error("Writer initialization failed (see log for details)")
return STATUS_BACKEND_FAIL
try:
LOG.info("Initializing compositor objects...")
compositor_objects = {}
for c in args.compositors:
compositor_objects[c] = compositor_manager.get_compositor(c, **args.global_kwargs)
except (ValueError, KeyError):
LOG.debug("Compositor initialization exception: ", exc_info=True)
LOG.error("Compositor initialization failed (see log for details)")
return STATUS_COMP_FAIL
try:
LOG.info("Extracting swaths from data files available...")
scene = f.create_scene(**args.subgroup_args["Frontend Swath Extraction"])
# Determine if we have a satpy scene if we should convert it to
# a P2G Scene to continue processing
resample_method = args.subgroup_args["Remapping"].get("remap_method")
is_satpy_resample_method = resample_method in SATPY_RESAMPLERS
if is_satpy_resample_method and not isinstance(scene, Scene):
raise RuntimeError("Resampling method '{}' only supports 'satpy' readers".format(resample_method))
elif not is_satpy_resample_method and isinstance(scene, Scene):
# convert satpy scene to P2G Scene to be compatible with old P2G resamplers
scene = convert_satpy_to_p2g_swath(f, scene)
if isinstance(scene, Scene):
if not scene.datasets:
LOG.error("No products were returned by the frontend")
raise RuntimeError("No products were returned by the frontend")
if args.keep_intermediate:
raise RuntimeError("satpy readers do not currently support saving intermediate files")
else:
if (isinstance(scene, Scene) and not scene.datasets) or not scene:
LOG.error("No products were returned by the frontend")
raise RuntimeError("No products were returned by the frontend")
if args.keep_intermediate:
filename = glue_name + "_swath_scene.json"
LOG.info("Saving intermediate swath scene as '%s'", filename)
scene.save(filename)
except (ValueError, KeyError):
LOG.debug("Frontend data extraction exception: ", exc_info=True)
LOG.error("Frontend data extraction failed (see log for details)")
return STATUS_FRONTEND_FAIL
# What grids should we remap to (the user should tell us or the backend should have a good set of defaults)
known_grids = backend.known_grids
LOG.debug("Writer known grids: %r", known_grids)
grids = remap_kwargs.pop("forced_grids", None)
LOG.debug("Forced Grids: %r", grids)
if resample_method == "sensor" and grids != ["sensor"]:
LOG.error("'sensor' resampling method only supports the 'sensor' grid")
return STATUS_GDETER_FAIL
if not grids and not known_grids:
# the user didn't ask for any grids and the backend doesn't have specific defaults
LOG.error("No grids specified and no known defaults")
return STATUS_GDETER_FAIL
elif not grids:
# the user didn't tell us what to do, so let's try everything the backend knows how to do
grids = known_grids
elif known_grids is not None:
# the user told us what to do, let's make sure the backend can do it
grids = list(set(grids) & set(known_grids))
if not grids:
LOG.error("%s backend doesn't know how to handle any of the grids specified", args.backend)
return STATUS_GDETER_FAIL
LOG.debug("Grids that will be mapped to: %r", grids)
# Remap
for grid_name in grids:
LOG.info("Remapping to grid %s", grid_name)
try:
gridded_scene = remapper.remap_scene(scene, grid_name, **remap_kwargs)
if args.keep_intermediate:
filename = glue_name + "_gridded_scene_" + grid_name + ".json"
LOG.debug("saving intermediate gridded scene as '%s'", filename)
gridded_scene.save(filename)
except (ValueError, KeyError):
LOG.debug("Remapping data exception: ", exc_info=True)
LOG.error("Remapping data failed")
status_to_return |= STATUS_REMAP_FAIL
if args.exit_on_error:
return status_to_return
continue
if not isinstance(scene, Scene):
# Composition
for c, comp in compositor_objects.items():
try:
LOG.info("Running gridded scene through '%s' compositor", c)
gridded_scene = comp.modify_scene(gridded_scene, **args.subgroup_args[c + " Modification"])
if args.keep_intermediate:
filename = glue_name + "_gridded_scene_" + grid_name + ".json"
LOG.debug("Updating saved intermediate gridded scene (%s) after compositor", filename)
gridded_scene.save(filename)
except (KeyError, ValueError):
LOG.debug("Compositor Error: ", exc_info=True)
LOG.error("Could not properly modify scene using compositor '%s'" % (c,))
if args.exit_on_error:
raise RuntimeError("Could not properly modify scene using compositor '%s'" % (c,))
if isinstance(f, ReaderWrapper) and not isinstance(gridded_scene, Scene):
this_grid_definition = None
# HACK: Create SatPy composites that were either separated before
# resampling or needed resampling to be created
rgbs = {}
for product_name in gridded_scene.keys():
rgb_name = product_name[:-6]
# Keep track of one of the grid definitions
if this_grid_definition is None:
this_grid_definition = gridded_scene[product_name]["grid_definition"]
if product_name.endswith("rgb_0") or product_name.endswith("rgb_1") or product_name.endswith("rgb_2"):
if rgb_name not in rgbs:
rgbs[rgb_name] = [None, None, None]
chn_idx = int(product_name[-1])
rgbs[rgb_name][chn_idx] = product_name
LOG.debug("Putting RGBs back together again")
for rgb_name, v in rgbs.items():
r = gridded_scene.pop(v[0])
g = gridded_scene.pop(v[1])
b = gridded_scene.pop(v[2])
new_info = r.copy()
new_info["grid_data"] = new_info["grid_data"].replace(v[0], rgb_name)
new_info["product_name"] = rgb_name
data = np.memmap(new_info["grid_data"], dtype=new_info["data_type"],
mode="w+", shape=(3, new_info["grid_definition"]["height"], new_info["grid_definition"]["width"]))
data[0] = r.get_data_array()[:]
data[1] = g.get_data_array()[:]
data[2] = b.get_data_array()[:]
gridded_scene[rgb_name] = new_info
del data, new_info
# Create composites that satpy couldn't complete until after remapping
composite_names = [x for x in f.wishlist if not isinstance(x, DatasetID)]
if composite_names:
tmp_scene = Scene()
for k, v in gridded_scene.items():
if not isinstance(v["sensor"], set):
v["sensor"] = set([v["sensor"]]) # turn sensor back in to a set to match satpy usage
tmp_scene[v["id"]] = DataArray(v.get_data_array(), attrs=v)
tmp_scene[v["id"]].attrs["area"] = this_grid_definition.to_satpy_area()
# tmp_scene[v["id"]].info = {}
if v["sensor"] not in tmp_scene.attrs["sensor"]:
tmp_scene.attrs["sensor"].extend(v["sensor"])
# Overwrite the wishlist that will include the above assigned datasets
tmp_scene.wishlist = f.wishlist
for cname in composite_names:
tmp_scene.compositors[cname] = tmp_scene.cpl.load_compositor(cname, tmp_scene.attrs["sensor"])
tmp_scene.compute()
tmp_scene.unload()
# Add any new Datasets to our P2G Scene if SatPy created them
for ds in tmp_scene:
ds_id = DatasetID.from_dict(ds.attrs)
if ds_id.name not in gridded_scene:
LOG.debug("Adding Dataset from SatPy Commpositing: %s", ds_id)
gridded_scene[ds_id.name] = dataarray_to_gridded_product(ds)
gridded_scene[ds_id.name]["grid_definition"] = this_grid_definition
# Remove any Products from P2G Scene that SatPy decided it didn't need anymore
for k, v in list(gridded_scene.items()):
if v["id"].name not in tmp_scene:
LOG.debug("Removing Dataset that is no longer used: %s", k)
del gridded_scene[k]
del tmp_scene, v
if isinstance(gridded_scene, Scene):
LOG.debug("Converting satpy Scene to P2G Gridded Scene")
# Convert it to P2G Gridded Scene
gridded_scene = convert_satpy_to_p2g_gridded(f, gridded_scene)
# Writer
try:
LOG.info("Creating output from data mapped to grid %s", grid_name)
backend.create_output_from_scene(gridded_scene, **args.subgroup_args["Backend Output Creation"])
except (ValueError, KeyError):
LOG.debug("Writer output creation exception: ", exc_info=True)
LOG.error("Writer output creation failed (see log for details)")
status_to_return |= STATUS_BACKEND_FAIL
if args.exit_on_error:
return status_to_return
continue
LOG.info("Processing data for grid %s complete", grid_name)
# Force deletion and eventual garbage collection of the scene objects
del gridded_scene
del scene
return status_to_return
def main(argv=sys.argv[1:]):
from polar2grid.core.script_utils import setup_logging, create_basic_parser, create_exc_handler, rename_log_file, ExtendAction
from polar2grid.compositors import CompositorManager
frontends = available_frontends()
backends = available_backends()
parser = create_basic_parser(
description=
"Extract swath data, remap it, and write it to a new file format")
parser.add_argument(
"frontend",
choices=sorted(frontends.keys()),
help=
"Specify the swath extractor to use to read data (additional arguments are determined after this is specified)"
)
parser.add_argument(
"backend",
choices=sorted(backends.keys()),
help=
"Specify the backend to use to write data output (additional arguments are determined after this is specified)"
)
parser.add_argument(
"--compositor-configs",
nargs="*",
default=None,
help="Specify alternative configuration file(s) for compositors")
# don't include the help flag
argv_without_help = [x for x in argv if x not in ["-h", "--help"]]
args, remaining_args = parser.parse_known_args(argv_without_help)
glue_name = args.frontend + "2" + args.backend
LOG = logging.getLogger(glue_name)
# Load compositor information (we can't know the compositor choices until we've loaded the configuration)
compositor_manager = CompositorManager(
config_files=args.compositor_configs)
# Hack: argparse doesn't let you use choices and nargs=* on a positional argument
parser.add_argument(
"compositors",
choices=compositor_manager.keys() + [[]],
nargs="*",
help=
"Specify the compositors to apply to the provided scene (additional arguments are determined after this is specified)"
)
# load the actual components we need
farg_func = get_frontend_argument_func(frontends, args.frontend)
fcls = get_frontend_class(frontends, args.frontend)
barg_func = get_backend_argument_func(backends, args.backend)
bcls = get_backend_class(backends, args.backend)
# add_frontend_arguments(parser)
subgroup_titles = []
subgroup_titles += farg_func(parser)
subgroup_titles += add_remap_argument_groups(parser)
subgroup_titles += barg_func(parser)
parser.add_argument(
'-f',
dest='data_files',
nargs="+",
default=[],
action=ExtendAction,
help="List of files or directories to extract data from")
parser.add_argument(
'-d',
dest='data_files',
nargs="+",
default=[],
action=ExtendAction,
help="Data directories to look for input data files (equivalent to -f)"
)
global_keywords = ("keep_intermediate", "overwrite_existing",
"exit_on_error")
args = parser.parse_args(argv,
global_keywords=global_keywords,
subgroup_titles=subgroup_titles)
if not args.data_files:
# FUTURE: When the -d flag is removed this won't be needed because -f will be required
parser.print_usage()
parser.exit(1, "ERROR: No data files provided (-f flag)\n")
# Logs are renamed once data the provided start date is known
rename_log = False
if args.log_fn is None:
rename_log = True
args.log_fn = glue_name + "_fail.log"
levels = [logging.ERROR, logging.WARN, logging.INFO, logging.DEBUG]
setup_logging(console_level=levels[min(3, args.verbosity)],
log_filename=args.log_fn)
sys.excepthook = create_exc_handler(LOG.name)
LOG.debug("Starting script with arguments: %s", " ".join(sys.argv))
# Keep track of things going wrong to tell the user what went wrong (we want to create as much as possible)
status_to_return = STATUS_SUCCESS
# Compositor validation
for c in args.compositors:
if c not in compositor_manager:
LOG.error("Compositor '%s' is unknown" % (c, ))
raise RuntimeError("Compositor '%s' is unknown" % (c, ))
# Frontend
try:
LOG.info("Initializing swath extractor...")
list_products = args.subgroup_args["Frontend Initialization"].pop(
"list_products")
f = fcls(search_paths=args.data_files,
**args.subgroup_args["Frontend Initialization"])
except StandardError:
LOG.debug("Frontend exception: ", exc_info=True)
LOG.error(
"%s frontend failed to load and sort data files (see log for details)",
args.frontend)
return STATUS_FRONTEND_FAIL
# Rename the log file
if rename_log:
rename_log_file(glue_name +
f.begin_time.strftime("_%Y%m%d_%H%M%S.log"))
if list_products:
print("\n".join(sorted(f.available_product_names)))
return STATUS_SUCCESS
try:
LOG.info("Initializing remapping...")
remapper = Remapper(**args.subgroup_args["Remapping Initialization"])
remap_kwargs = args.subgroup_args["Remapping"]
except StandardError:
LOG.debug("Remapping initialization exception: ", exc_info=True)
LOG.error("Remapping initialization failed (see log for details)")
return STATUS_REMAP_FAIL
try:
LOG.info("Initializing backend...")
backend = bcls(**args.subgroup_args["Backend Initialization"])
except StandardError:
LOG.debug("Backend initialization exception: ", exc_info=True)
LOG.error("Backend initialization failed (see log for details)")
return STATUS_BACKEND_FAIL
try:
LOG.info("Initializing compositor objects...")
compositor_objects = {}
for c in args.compositors:
compositor_objects[c] = compositor_manager.get_compositor(
c, **args.global_kwargs)
except StandardError:
LOG.debug("Compositor initialization exception: ", exc_info=True)
LOG.error("Compositor initialization failed (see log for details)")
return STATUS_COMP_FAIL
try:
LOG.info("Extracting swaths from data files available...")
scene = f.create_scene(
**args.subgroup_args["Frontend Swath Extraction"])
if not scene:
LOG.error("No products were returned by the frontend")
raise RuntimeError("No products were returned by the frontend")
if args.keep_intermediate:
filename = glue_name + "_swath_scene.json"
LOG.info("Saving intermediate swath scene as '%s'", filename)
scene.save(filename)
except StandardError:
LOG.debug("Frontend data extraction exception: ", exc_info=True)
LOG.error("Frontend data extraction failed (see log for details)")
return STATUS_FRONTEND_FAIL
# What grids should we remap to (the user should tell us or the backend should have a good set of defaults)
known_grids = backend.known_grids
LOG.debug("Backend known grids: %r", known_grids)
grids = remap_kwargs.pop("forced_grids", None)
LOG.debug("Forced Grids: %r", grids)
if not grids and not known_grids:
# the user didn't ask for any grids and the backend doesn't have specific defaults
LOG.error("No grids specified and no known defaults")
return STATUS_GDETER_FAIL
elif not grids:
# the user didn't tell us what to do, so let's try everything the backend knows how to do
grids = known_grids
elif known_grids is not None:
# the user told us what to do, let's make sure the backend can do it
grids = list(set(grids) & set(known_grids))
if not grids:
LOG.error(
"%s backend doesn't know how to handle any of the grids specified",
args.backend)
return STATUS_GDETER_FAIL
LOG.debug("Grids that will be mapped to: %r", grids)
# Remap
gridded_scenes = {}
for grid_name in grids:
try:
LOG.info("Remapping to grid %s", grid_name)
gridded_scene = remapper.remap_scene(scene, grid_name,
**remap_kwargs)
gridded_scenes[grid_name] = gridded_scene
if args.keep_intermediate:
filename = glue_name + "_gridded_scene_" + grid_name + ".json"
LOG.debug("saving intermediate gridded scene as '%s'",
filename)
gridded_scene.save(filename)
except StandardError:
LOG.debug("Remapping data exception: ", exc_info=True)
LOG.error("Remapping data failed")
status_to_return |= STATUS_REMAP_FAIL
if args.exit_on_error:
return status_to_return
continue
# Composition
for c, comp in compositor_objects.items():
try:
LOG.info("Running gridded scene through '%s' compositor", c)
gridded_scene = comp.modify_scene(
gridded_scene, **args.subgroup_args[c + " Modification"])
if args.keep_intermediate:
filename = glue_name + "_gridded_scene_" + grid_name + ".json"
LOG.debug(
"Updating saved intermediate gridded scene (%s) after compositor",
filename)
gridded_scene.save(filename)
except StandardError:
LOG.debug("Compositor Error: ", exc_info=True)
LOG.error(
"Could not properly modify scene using compositor '%s'" %
(c, ))
if args.exit_on_error:
raise RuntimeError(
"Could not properly modify scene using compositor '%s'"
% (c, ))
# Backend
try:
LOG.info("Creating output from data mapped to grid %s", grid_name)
backend.create_output_from_scene(
gridded_scene, **args.subgroup_args["Backend Output Creation"])
except StandardError:
LOG.debug("Backend output creation exception: ", exc_info=True)
LOG.error("Backend output creation failed (see log for details)")
status_to_return |= STATUS_BACKEND_FAIL
if args.exit_on_error:
return status_to_return
continue
LOG.info("Processing data for grid %s complete", grid_name)
return status_to_return