diff --git a/.gitignore b/.gitignore index d3e4baf..307837d 100644 --- a/.gitignore +++ b/.gitignore @@ -161,4 +161,5 @@ cython_debug/ nwb.schema.json __tmp__ -prof \ No newline at end of file +prof +jupyter_execute \ No newline at end of file diff --git a/.readthedocs.yaml b/.readthedocs.yaml index baeba81..8a82810 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -16,9 +16,11 @@ build: jobs: post_create_environment: - pip install poetry + - pip install poetry-kernel - poetry config virtualenvs.create false post_install: - poetry install --no-root + - poetry run python -m ipykernel install --name nwb-linkml_docs # Optionally build your docs in additional formats such as PDF and ePub # formats: diff --git a/docs/Makefile b/docs/Makefile index 54b0d85..887441f 100644 --- a/docs/Makefile +++ b/docs/Makefile @@ -16,7 +16,10 @@ help: serve: # env variable that makes it so we don't build all the models while in dev mode - SPHINX_MINIMAL="True" sphinx-autobuild "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) --watch ../nwb_linkml/src/nwb_linkml --watch ../nwb_schema_language/src/nwb_schema_language + SPHINX_MINIMAL="True" sphinx-autobuild "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) \ + --watch ../nwb_linkml/src/nwb_linkml \ + --watch ../nwb_schema_language/src/nwb_schema_language \ + --re-ignore ".*jupyter_execute.*" serve_fast: sphinx-autobuild -a "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) --watch ../nwb_linkml/src/nwb_linkml --watch ../nwb_schema_language/src/nwb_schema_language diff --git a/docs/_static/css/custom.css b/docs/_static/css/custom.css index 35aa590..cb3f768 100644 --- a/docs/_static/css/custom.css +++ b/docs/_static/css/custom.css @@ -4,4 +4,19 @@ color: #1a1c1e; font-style: italic; border-radius: 4px; +} + +/* make cell outputs brighter */ +.cell_output.docutils.container { + filter: brightness(0.4) invert() saturate(5); + z-index: 999; + position:relative; +} + +pre { + font-size: 0.8em; +} + +.hide.below-input span { + color: var(--color-background-secondary); } \ No newline at end of file diff --git a/docs/api/nwb_linkml/adapters/index.md b/docs/api/nwb_linkml/adapters/index.md index c97cf33..f81273d 100644 --- a/docs/api/nwb_linkml/adapters/index.md +++ b/docs/api/nwb_linkml/adapters/index.md @@ -7,4 +7,10 @@ dataset group namespaces schema +``` + +```{eval-rst} +.. automodule:: nwb_linkml.adapters + :members: + :undoc-members: ``` \ No newline at end of file diff --git a/docs/conf.py b/docs/conf.py index 307497f..d1e40a1 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -27,7 +27,8 @@ extensions = [ 'sphinx.ext.intersphinx', 'sphinx.ext.doctest', "sphinx_design", - 'myst_parser', + #'myst_parser', + "myst_nb", 'sphinx_togglebutton' ] @@ -59,8 +60,10 @@ intersphinx_mapping = { 'pandas': ('https://pandas.pydata.org/docs/', None), 'pydantic': ('https://docs.pydantic.dev/latest/', None), 'h5py': ('https://docs.h5py.org/en/stable/', None), - 'dask': ('https://docs.dask.org/en/stable/', None) - + 'dask': ('https://docs.dask.org/en/stable/', None), + 'linkml': ('https://linkml.io/linkml/', None), + 'linkml_runtime': ('https://linkml.io/linkml/', None), + 'linkml-runtime': ('https://linkml.io/linkml/', None) } @@ -92,9 +95,12 @@ add_module_names = False autodoc_default_options = { 'exclude-members': 'NDArray,Shape', - } +# -------------------------------------------------- +# myst-nb +nb_render_markdown_format = 'myst' +nb_append_css = False # doctest diff --git a/docs/guide/quickstart.md b/docs/guide/quickstart.md new file mode 100644 index 0000000..905a6bd --- /dev/null +++ b/docs/guide/quickstart.md @@ -0,0 +1,107 @@ +--- +file_format: mystnb +kernelspec: + name: nwb-linkml_docs +mystnb: + output_stderr: 'remove-warn' +--- +# Quickstart + +## Reading Data + +To get the fun part out of the way, you can read ur data: + +```{code-cell} +:tags: [hide-output] + +from pathlib import Path +from rich.pretty import pprint, pretty_repr +from rich.console import Console +from nwb_linkml.io import HDF5IO + +# set up for pprinting in notebooks +console = Console(width=100) +print = console.print + +# find sample data file and read +nwb_file = Path('../../nwb_linkml/tests/data/aibs.nwb') +data = HDF5IO(nwb_file).read() +print(data) +``` + +## Load and manipulate NWB schemas + +A {mod}`~nwb_linkml.providers.git` provider module can manage a repository to +provide a given NWB namespace at a given version, and cast the +schema into Pydantic models from {mod}`nwb_schema_language`. + +For the nwb-core schema, loading first just the namespaces file (without +adjoining schema): + +```{code-cell} +:tags: [hide-output] + +from nwb_linkml.providers.git import NWB_CORE_REPO +from nwb_linkml.io.schema import load_namespaces + +namespace_file: 'Path' = NWB_CORE_REPO.provide_from_git('2.6.0') +core_namespaces = load_namespaces(namespace_file) +print(core_namespaces) +``` + +Or for a schema file... + +```{code-cell} +:tags: [hide-output] + +from nwb_linkml.io.schema import load_schema_file + +base_schema_file = namespace_file.parent / 'nwb.base.yaml' +nwb_core_base = load_schema_file(base_schema_file) +print(nwb_core_base) +``` + +And additional {mod}`~nwb_linkml.adapters` are used to handle some of the +implicit behavior in nwb schema files, like importing other namespaces +at a specific version, and inter-schema class imports. Eg. the +{class}`~nwb_linkml.adapters.NamespacesAdapter` finds the implicitly +imported `hdmf-common` namespace (again provided by the git schema provider). + +```{code-cell} +:tags: [hide-output] + +from nwb_linkml.adapters import NamespacesAdapter + +core_ns = NamespacesAdapter.from_yaml(namespace_file) +print(core_ns.imported) +``` + +The classes in {mod}`nwb_schema_language` are just pydantic models, so they +can be used like any other to create new, validated schemas. + +## Translating to LinkML + +{mod}`~nwb_linkml.adapters` handle the conversion from NWB schema language to +LinkML. + +```{code-cell} +:tags: [hide-output] + +core_linkml = core_ns.build() +print(core_linkml) +``` + +The {class}`~nwb_linkml.adapters.BuildResult` class holds the LinkML representation +of each of the schemas and their classes, which are now in {class}`linkml_runtime.linkml_model.SchemaDefinition` +and `ClassDefinition` classes: + +```{code-cell} +:tags: [hide-output] + +print(core_linkml.schemas[0]) +``` + + + + + diff --git a/docs/index.md b/docs/index.md index f7297f6..1261683 100644 --- a/docs/index.md +++ b/docs/index.md @@ -7,9 +7,10 @@ A translation of the [Neurodata Without Borders](https://www.nwb.org/) standard to [LinkML](https://linkml.io/). ```{admonition} Quick Links -* [Purpose](purpose) - Why this package exists -* [Overview](overview) - Overview of how it works -* [API Docs](api) - Ok *really* how it works +* [Quickstart](guide/quickstart) - Some stuff this package does +* [Purpose](intro/purpose) - Why this package exists +* [Overview](guide/overview) - Overview of how it works +* [API Docs](api/nwb_linkml/index) - Ok *really* how it works ``` `nwb-linkml` is an independent implementation of the standard capable of: @@ -22,31 +23,10 @@ to [LinkML](https://linkml.io/). * {feature}`Coming Soon` Export NWB to a Relational Database * {feature}`Coming Soon` Export NWB to a Triple Store -## Samples - -### Reading - -```python -from pathlib import Path -from rich import print -from nwb_linkml.io import HDF5IO - -# find sample data file and read -nwb_file = Path('../nwb_linkml/tests/data/aibs.nwb') -data = HDF5IO(nwb_file).read() -print(data) -``` - -````{admonition} Model Print Output -:class: dropdown - -```{literalinclude} read_output.txt -:language: python -``` -```` +## Example Translation -### TimeSeries +## TimeSeries (Abbreviated for clarity) @@ -254,11 +234,8 @@ class TimeSeriesData(ConfiguredBaseModel): ``` ```` - ````` - - ```{toctree} :caption: Intro :maxdepth: 3 @@ -274,6 +251,7 @@ intro/translation :maxdepth: 1 :hidden: +guide/quickstart guide/overview ``` @@ -302,6 +280,19 @@ api/nwb_linkml/schema/index ``` ```` +````{only} minimal +```{toctree} +:caption: Notes +:maxdepth: 3 +:hidden: + +_notes/linkml +_notes/pynwb +_notes/schema +_notes/translation +``` +```` + ```{toctree} :caption: Meta :hidden: diff --git a/docs/intro/nwb.md b/docs/intro/nwb.md index be911f5..08ede5d 100644 --- a/docs/intro/nwb.md +++ b/docs/intro/nwb.md @@ -17,4 +17,9 @@ NWB is ## Core Schema +### Special Cases + +- `NWBFile` defines the storage layout +- `hdmf-common` defines the base data types, which effectively are all special cases + ## PyNWB \ No newline at end of file diff --git a/nwb_linkml/src/nwb_linkml/io/schema.py b/nwb_linkml/src/nwb_linkml/io/schema.py index b8ebf4a..26c491d 100644 --- a/nwb_linkml/src/nwb_linkml/io/schema.py +++ b/nwb_linkml/src/nwb_linkml/io/schema.py @@ -21,7 +21,7 @@ def load_yaml(path:Path) -> dict: ns_dict = apply_postload(ns_dict) return ns_dict -def _load_namespaces(path:Path|NamespaceRepo) -> Namespaces: +def load_namespaces(path:Path|NamespaceRepo) -> Namespaces: """Loads the NWB SCHEMA LANGUAGE namespaces (not the namespacesadapter)""" if isinstance(path, NamespaceRepo): path = path.provide_from_git() @@ -32,6 +32,17 @@ def _load_namespaces(path:Path|NamespaceRepo) -> Namespaces: return namespaces def load_schema_file(path:Path, yaml:Optional[dict] = None) -> SchemaAdapter: + """ + Load a single schema file within an NWB namespace. + + .. note:: + + This needs to be a separate function from loading a namespace because NWB + doesn't define a schema file per se in its spec, aside from having + a ``datasets`` and ``groups`` dictionary. We wanted to be as faithful to + the spec as possible in that package, and so that's picked up here. + + """ if yaml is not None: source = yaml source = apply_postload(source) @@ -81,20 +92,21 @@ def load_namespace_adapter( """ if path is None: path = Path('..') + elif isinstance(path, str): + path = Path(path) if isinstance(namespace, Path): path = namespace - namespaces = _load_namespaces(path) + namespaces = load_namespaces(path) elif isinstance(namespace, NamespaceRepo): path = namespace.provide_from_git(commit=version) - namespaces = _load_namespaces(path) + namespaces = load_namespaces(path) elif isinstance(namespace, Namespaces): namespaces = namespace else: raise ValueError(f"Namespace must be a path, namespace repo, or already loaded namespaces") - if path.is_file(): # given the namespace file itself, so find paths relative to its directory path = path.parent diff --git a/poetry.lock b/poetry.lock index 7d4545b..9baea4a 100644 --- a/poetry.lock +++ b/poetry.lock @@ -32,6 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