def _get_max_domain(
self,
field_args: Dict[str, Any],
origin: Dict[str, Tuple[int, ...]],
*,
squeeze: bool = True,
) -> Shape:
"""Return the maximum domain size possible
Parameters
----------
field_args:
Mapping from field names to actually passed data arrays.
origin:
The origin for each field.
squeeze:
Convert non-used domain dimensions to singleton dimensions.
Returns
-------
`Shape`: the maximum domain size.
"""
domain_ndim = self.domain_info.ndim
max_size = sys.maxsize
max_domain = Shape([max_size] * domain_ndim)
for name, field_info in self.field_info.items():
if field_info is not None:
assert field_args.get(
name,
None) is not None, f"Invalid value for '{name}' field."
field = field_args[name]
api_domain_mask = field_info.domain_mask
api_domain_ndim = field_info.domain_ndim
assert (
not isinstance(field, gt_storage.storage.Storage)
or tuple(field.mask)[:domain_ndim] == api_domain_mask
), (f"Storage for '{name}' has domain mask '{field.mask}' but the API signature "
f"expects '[{', '.join(field_info.axes)}]'")
upper_indices = field_info.boundary.upper_indices.filter_mask(
api_domain_mask)
field_origin = Index.from_value(origin[name])
field_domain = tuple(field.shape[i] -
(field_origin[i] + upper_indices[i])
for i in range(api_domain_ndim))
max_domain &= Shape.from_mask(field_domain,
api_domain_mask,
default=max_size)
if squeeze:
return Shape([i if i != max_size else 1 for i in max_domain])
else:
return max_domain
def _make_origin_dict(origin: Any) -> Dict[str, Index]:
try:
if isinstance(origin, dict):
return dict(origin)
if origin is None:
return {}
if isinstance(origin, collections.abc.Iterable):
return {"_all_": Index.from_value(origin)}
if isinstance(origin, int):
return {"_all_": Index.from_k(origin)}
except Exception:
pass
raise ValueError("Invalid 'origin' value ({})".format(origin))
def _get_max_domain(
self,
field_args: Dict[str, Any],
origin: Dict[str, Tuple[int, ...]],
*,
squeeze: bool = True,
) -> Shape:
"""Return the maximum domain size possible.
Parameters
----------
field_args:
Mapping from field names to actually passed data arrays.
origin:
The origin for each field.
squeeze:
Convert non-used domain dimensions to singleton dimensions.
Returns
-------
`Shape`: the maximum domain size.
"""
domain_ndim = self.domain_info.ndim
max_size = sys.maxsize
max_domain = Shape([max_size] * domain_ndim)
for name, field_info in self.field_info.items():
if field_info.access != AccessKind.NONE:
assert field_args.get(
name,
None) is not None, f"Invalid value for '{name}' field."
field = field_args[name]
api_domain_mask = field_info.domain_mask
api_domain_ndim = field_info.domain_ndim
upper_indices = field_info.boundary.upper_indices.filter_mask(
api_domain_mask)
field_origin = Index.from_value(origin[name])
field_domain = tuple(field.shape[i] -
(field_origin[i] + upper_indices[i])
for i in range(api_domain_ndim))
max_domain &= Shape.from_mask(field_domain,
api_domain_mask,
default=max_size)
if squeeze:
return Shape([i if i != max_size else 1 for i in max_domain])
else:
return max_domain