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remove hdf5_linkml - it doesn't make sense to be separate since it requires all the rest of the main package
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# hdf5_linkml
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HDF5 adapter to linkml models
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hdf5_linkml/poetry.lock
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hdf5_linkml/poetry.lock
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[tool.poetry]
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name = "hdf5-linkml"
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version = "0.1.0"
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description = "Adapt and load hdf5 files to linkml-pydantic models"
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authors = ["sneakers-the-rat <JLSaunders987@gmail.com>"]
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license = "AGPL-3.0"
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readme = "README.md"
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packages = [{include = "hdf5_linkml", from="src"}]
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[tool.poetry.dependencies]
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python = "^3.11"
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h5py = "^3.9.0"
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nwb_linkml = { path = '..', develop = true, optional = true }
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linkml = "^1.5.7"
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[build-system]
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requires = ["poetry-core"]
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build-backend = "poetry.core.masonry.api"
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"""
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Base I/O class for loading and saving hdf5 files
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"""
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from typing import List
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from linkml_runtime.linkml_model import SchemaDefinition
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class H5File:
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pass
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# --------------------------------------------------
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# Hooks
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# --------------------------------------------------
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def load_embedded_schema(self, h5f) -> List[dict]:
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"""
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Load schema that are embedded within the hdf5 file
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Returns:
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"""
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pass
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def translate_schema(self, schema: List[dict]) -> List[SchemaDefinition]:
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"""
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Optionally translate schema from source language into LinkML
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Args:
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dict:
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Returns:
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"""
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import pdb
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from pathlib import Path
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import h5py
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import json
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from hdf5_linkml.io import H5File
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from nwb_linkml.adapters import NamespacesAdapter
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from nwb_linkml.io import load_schema_file
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from linkml_runtime.linkml_model import SchemaDefinition
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DATASET = '/Users/jonny/Dropbox/lab/p2p_ld/data/nwb/sub-738651046_ses-760693773.nwb'
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class NWBH5File(H5File):
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def __init__(self, file: Path):
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self.file = Path(file)
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def read(self):
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with h5py.File(self.file, 'r') as h5f:
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embedded_schema = self.load_embedded_schema(h5f)
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translated_schema = self.translate_schema(embedded_schema)
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pdb.set_trace()
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def load_embedded_schema(self, h5f:h5py.File) -> List[dict]:
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"""
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Stored in ``/specfications/{namespace}/{version}/{schema_files}``
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Args:
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h5f:
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Returns:
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[
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{
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'namespace': "DECODED_JSON_OBJECT",
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'nwb.base': "DECODED_JSON_OBJECT",
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...
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},
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{
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'namespace': "DECODED_JSON_OBJECT",
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}
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]
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"""
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namespaces = []
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for ns_name, ns in h5f['specifications'].items():
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ns_schema = {}
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for version in ns.values():
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for schema_name, schema in version.items():
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# read the source json binary string
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sch_str = schema[()]
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sch_dict = json.loads(sch_str)
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ns_schema[schema_name] = sch_dict
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namespaces.append(ns_schema)
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return namespaces
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def translate_schema(self, schema:List[dict]) -> List[SchemaDefinition]:
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translated = []
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for ns_schema in schema:
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# find namespace
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namespace = ns_schema['namespace']
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ns_schema_adapters = [load_schema_file(sch_name, schema_dict) for sch_name, schema_dict in ns_schema.items() if sch_name != 'namespace']
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adapter = NamespacesAdapter(
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namespaces=namespace,
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schemas=ns_schema_adapters
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)
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res = adapter.build()
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translated.extend(res.schema)
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