nwb-linkml/nwb_linkml/io.py

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2023-08-18 08:11:14 +00:00
"""
Loading/saving NWB Schema yaml files
"""
from pathlib import Path
from typing import TypedDict, List
from pprint import pprint
from linkml_runtime.loaders import yaml_loader
import yaml
from nwb_schema_language import Namespaces, Group, Dataset
from nwb_linkml.namespaces import GitRepo, NamespaceRepo
def load_namespaces(path:Path|NamespaceRepo) -> Namespaces:
if isinstance(path, NamespaceRepo):
path = path.provide_from_git()
namespaces = yaml_loader.load(str(path), target_class=Namespaces)
return namespaces
class SchemaFile(TypedDict):
datasets: List[Dataset]
groups: List[Group]
def load_schema_file(path:Path) -> List[Dataset | Group]:
with open(path, 'r') as yfile:
source = yaml.safe_load(yfile)
schema = []
for dataset in source.get('datasets', []):
try:
schema.append(Dataset(**dataset))
except Exception as e:
pprint(dataset)
raise e
#schema.extend([Dataset(**dataset) for dataset in source.get('datasets', [])])
#schema.extend([Group(**group) for group in source.get('groups', [])])
return schema