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bioregistry-0.9.4


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توضیحات

Integrated registry of biological databases and nomenclatures
ویژگی مقدار
سیستم عامل -
نام فایل bioregistry-0.9.4
نام bioregistry
نسخه کتابخانه 0.9.4
نگهدارنده ['Charles Tapley Hoyt']
ایمیل نگهدارنده ['cthoyt@gmail.com']
نویسنده Charles Tapley Hoyt
ایمیل نویسنده cthoyt@gmail.com
آدرس صفحه اصلی https://github.com/biopragmatics/bioregistry
آدرس اینترنتی https://pypi.org/project/bioregistry/
مجوز MIT
<p align="center"> <img src="https://github.com/biopragmatics/bioregistry/raw/main/docs/source/logo.png" height="150"> </p> <h1 align="center"> Bioregistry </h1> <p align="center"> <a href="https://github.com/biopragmatics/bioregistry/actions?query=workflow%3ATests"> <img alt="Tests" src="https://github.com/biopragmatics/bioregistry/workflows/Tests/badge.svg" /> </a> <a href="https://pypi.org/project/bioregistry"> <img alt="PyPI" src="https://img.shields.io/pypi/v/bioregistry" /> </a> <a href="https://pypi.org/project/bioregistry"> <img alt="PyPI - Python Version" src="https://img.shields.io/pypi/pyversions/bioregistry" /> </a> <a href="https://github.com/biopragmatics/bioregistry/blob/main/LICENSE"> <img alt="PyPI - License" src="https://img.shields.io/pypi/l/bioregistry" /> </a> <a href='https://bioregistry.readthedocs.io/en/latest/?badge=latest'> <img src='https://readthedocs.org/projects/bioregistry/badge/?version=latest' alt='Documentation Status' /> </a> <a href="https://zenodo.org/badge/latestdoi/319481281"> <img src="https://zenodo.org/badge/319481281.svg" alt="DOI"> </a> <a href="https://github.com/psf/black"> <img src="https://img.shields.io/badge/code%20style-black-000000.svg" alt="Code style: black"> </a> <a href="https://github.com/biopragmatics/bioregistry/blob/main/.github/CODE_OF_CONDUCT.md"> <img alt="Contributor Covenant" src="https://img.shields.io/badge/Contributor%20Covenant-2.1-4baaaa.svg" /> </a> </p> <p align="center"> A community-driven integrative meta-registry of life science databases, ontologies, and other resources. <br />More information <a href="https://bioregistry.io/summary">here</a>. </p> The Bioregistry can be accessed, searched, and queried through its associated website at https://bioregistry.io. ### 📥 Download The underlying data of the Bioregistry can be downloaded (or edited) directly from [here](https://github.com/biopragmatics/bioregistry/blob/main/src/bioregistry/data/). Several exports to YAML, TSV, and RDF, including consensus views over the registry, are built on a nightly basis and can be downloaded via the [`exports/`](https://github.com/biopragmatics/bioregistry/tree/main/exports) directory. The manually curated portions of these data are available under the [CC0 1.0 Universal License](https://creativecommons.org/publicdomain/zero/1.0/). Aggregated data are redistributed under their original licenses. ## 🙏 Contributing Contributions are both welcomed and encouraged. Contribution guidelines for new prefix requests, record edits, record removals, and code updates are available in [CONTRIBUTING.md](docs/CONTRIBUTING.md). The most simple contribution is to submit an issue: - Submit a new prefix using the [issue template](https://github.com/biopragmatics/bioregistry/issues/new?assignees=cthoyt&labels=New%2CPrefix&template=new-prefix.yml&title=Add+prefix+%5BX%5D). A new pull request will be generated automatically for you. - Update an existing record using one of the [existing issue templates](https://github.com/biopragmatics/bioregistry/issues/new/choose) (e.g., for updating a record's regular expression, merging two prefixes). - For any updates that don't have a corresponding template, feel free to start with a [blank issue](https://github.com/biopragmatics/bioregistry/issues/new). If you want to make a direct contribution, feel free to make edits directly to the [bioregistry.json](https://github.com/biopragmatics/bioregistry/blob/main/src/bioregistry/data/bioregistry.json) file either through the GitHub interface or locally by [forking the repository](https://github.com/biopragmatics/bioregistry/blob/main/docs/CONTRIBUTING.md#code-contribution). If you want to make a contribution but don't know where to start, you can check [this list](https://biopragmatics.github.io/bioregistry/curation/) of curation To-Do's that's automatically generated daily, including more detailed information on how to contribute. ## ⚖️ Governance The Bioregistry is maintained by a Review Team and Core Development team whose memberships and duties are described in the [Project Governance](docs/GOVERNANCE.md). ## 🧹 Maintenance ### 🫀 Health Report The Bioregistry runs some automated tests weekly to check that various metadata haven't gone stale. For example, it checks that the homepages are still available and that each provider URL is still able to resolve. It has a dedicated [dashboard](https://biopragmatics.github.io/bioregistry/health) that is not part of the main Bioregistry site. ### ♻️ Update The database is automatically updated daily thanks to scheduled workflows in GitHub Actions. The workflow's configuration can be found [here](https://github.com/biopragmatics/bioregistry/blob/main/.github/workflows/update.yml) and the last run can be seen [here](https://github.com/biopragmatics/bioregistry/actions?query=workflow%3A%22Update+Data%22). Further, a [changelog](https://github.com/biopragmatics/bioregistry/commits?author=actions-user) can be recapitulated from the commits of the GitHub Actions bot. If you want to manually update the database, run the following: ```shell $ tox -e update ``` Make sure that you have valid environment variables or `pystow` configurations for `BIOPORTAL_API_KEY`, `ECOPORTAL_API_KEY`, `AGROPORTAL_API_KEY`, `FAIRSHARING_LOGIN`, and `FAIRSHARING_PASSWORD`. ## 🚀 Installation The Bioregistry can be installed from [PyPI](https://pypi.org/project/bioregistry/) with: ```shell $ pip install bioregistry ``` It can be installed in development mode for local curation with: ```shell $ git clone https://github.com/biopragmatics/bioregistry.git $ cd bioregistry $ pip install --editable . ``` Build the docs locally with `tox -e ldocs` then view by opening `docs/build/html/index.html`. ## 💪 Usage ### Normalizing Prefixes The Bioregistry can be used to normalize prefixes across MIRIAM and all the (very plentiful) variants that pop up in ontologies in OBO Foundry and the OLS with the `normalize_prefix()` function. ```python from bioregistry import normalize_prefix # Doesn't affect canonical prefixes assert 'ncbitaxon' == normalize_prefix('ncbitaxon') # This works for uppercased prefixes, like: assert 'chebi' == normalize_prefix("CHEBI") # This works for mixed case prefixes like assert 'fbbt' == normalize_prefix("FBbt") # This works for synonym prefixes, like: assert 'ncbitaxon' == normalize_prefix('taxonomy') # This works for common mistaken prefixes, like: assert 'pubchem.compound' == normalize_prefix('pubchem') # This works for prefixes that are often written many ways, like: assert 'eccode' == normalize_prefix('ec-code') assert 'eccode' == normalize_prefix('EC_CODE') # If a prefix is not registered, it gives back `None` assert normalize_prefix('not a real key') is None ``` ### Parsing CURIEs The Bioregistry supports parsing a CURIE into a pair of normalized prefix and identifier using the `parse_curie()` function: ```python from bioregistry import parse_curie # Obvious for canonical CURIEs assert ('chebi', '1234') == parse_curie('chebi:1234') # Normalize mixed case prefixes assert ('fbbt', '00007294') == parse_curie('FBbt:00007294') # Normalize common mistaken prefixes assert ('pubchem.compound', '1234') == parse_curie('pubchem:1234') # Remove the redundant prefix and normalize assert ('go', '1234') == parse_curie('GO:GO:1234') ``` This will also apply the same normalization rules for prefixes from the previous section on normalizing prefixes for the remaining examples. ### Normalizing CURIEs The Bioregistry supports converting a CURIE to a canonical CURIE by normalizing the prefix and removing redundant namespaces embedded in LUIs with the `normalize_curie()` function. ```python from bioregistry import normalize_curie # Idempotent to canonical CURIEs assert 'chebi:1234' == normalize_curie('chebi:1234') # Normalize common mistaken prefixes assert 'pubchem.compound:1234' == normalize_curie('pubchem:1234') # Normalize mixed case prefixes assert 'fbbt:1234' == normalize_curie('FBbt:1234') # Remove the redundant prefix and normalize assert 'go:1234' == normalize_curie('GO:GO:1234') ``` ### Parsing IRIs The Bioregistry can be used to parse CURIEs from IRIs due to its vast registry of provider URL strings and additional programmatic logic implemented with Python. It can parse OBO Library PURLs, IRIs from the OLS and identifiers.org, IRIs from the Bioregistry website, and any other IRIs from well-formed providers registered in the Bioregistry. The `parse_iri()` function gets a pre-parsed CURIE, while the `curie_from_iri()` function makes a canonical CURIE from the pre-parsed CURIE. ```python from bioregistry import curie_from_iri, parse_iri # First-party IRI assert ('chebi', '24867') == parse_iri('https://www.ebi.ac.uk/chebi/searchId.do?chebiId=CHEBI:24867') assert 'chebi:24867' == curie_from_iri('https://www.ebi.ac.uk/chebi/searchId.do?chebiId=CHEBI:24867') # OBO Library PURL assert ('chebi', '24867') == parse_iri('http://purl.obolibrary.org/obo/CHEBI_24867') assert 'chebi:24867' == curie_from_iri('http://purl.obolibrary.org/obo/CHEBI_24867') # OLS IRI assert ('chebi', '24867') == parse_iri('https://www.ebi.ac.uk/ols/ontologies/chebi/terms?iri=http://purl.obolibrary.org/obo/CHEBI_24867') assert 'chebi:24867' == curie_from_iri('https://www.ebi.ac.uk/ols/ontologies/chebi/terms?iri=http://purl.obolibrary.org/obo/CHEBI_24867') # Identifiers.org IRIs (with varying usage of HTTP(s) and colon/slash separator assert ('chebi', '24867') == parse_iri('https://identifiers.org/CHEBI:24867') assert ('chebi', '24867') == parse_iri('http://identifiers.org/CHEBI:24867') assert ('chebi', '24867') == parse_iri('https://identifiers.org/CHEBI/24867') assert ('chebi', '24867') == parse_iri('http://identifiers.org/CHEBI/24867') # Bioregistry IRI assert ('chebi', '24867') == parse_iri('https://bioregistry.io/chebi:24867') ``` In general, the Bioregistry knows how to parse both the http and https variants of any given URI: ```python from bioregistry import parse_iri assert ('neuronames', '268') == parse_iri("http://braininfo.rprc.washington.edu/centraldirectory.aspx?ID=268") assert ('neuronames', '268') == parse_iri("https://braininfo.rprc.washington.edu/centraldirectory.aspx?ID=268") ``` ### Generating IRIs You can generate an IRI from either a CURIE or a pre-parsed CURIE (i.e., a 2-tuple of a prefix and identifier) with the `get_iri()` function. By default, it uses the following priorities: 1. Custom prefix map (`custom`) 2. First-party IRI (`default`) 3. Identifiers.org / MIRIAM (`miriam`) 4. Ontology Lookup Service (`ols`) 5. OBO PURL (`obofoundry`) 6. Name-to-Thing (`n2t`) 7. BioPortal (`bioportal`) ```python from bioregistry import get_iri assert get_iri("chebi", "24867") == 'https://www.ebi.ac.uk/chebi/searchId.do?chebiId=CHEBI:24867' assert get_iri("chebi:24867") == 'https://www.ebi.ac.uk/chebi/searchId.do?chebiId=CHEBI:24867' ``` It's possible to change the default priority list by passing an alternate sequence of metaprefixes to the `priority` keyword (see above). For example, if you're working with OBO ontologies, you might want to make OBO PURLs the highest priority and when OBO PURLs can't be generated, default to something else: ```python from bioregistry import get_iri priority = ["obofoundry", "default", "miriam", "ols", "n2t", "bioportal"] assert get_iri("chebi:24867", priority=priority) == 'http://purl.obolibrary.org/obo/CHEBI_24867' assert get_iri("hgnc:1234", priority=priority) == 'https://bioregistry.io/hgnc:1234' ``` Even deeper, you can add (or override) any of the Bioregistry's default prefix map with the `prefix_map` keyword: ```python from bioregistry import get_iri prefix_map = { "myprefix": "https://example.org/myprefix/", "chebi": "https://example.org/chebi/", } assert get_iri("chebi:24867", prefix_map=prefix_map) == 'https://example.org/chebi/24867' assert get_iri("myprefix:1234", prefix_map=prefix_map) == 'https://example.org/myprefix/1234' ``` A custom prefix map can be supplied in combination with a priority list, using the `"custom"` key for changing the priority of the custom prefix map. ```python from bioregistry import get_iri prefix_map = {"lipidmaps": "https://example.org/lipidmaps/"} priority = ["obofoundry", "custom", "default", "bioregistry"] assert get_iri("chebi:24867", prefix_map=prefix_map, priority=priority) == \ 'http://purl.obolibrary.org/obo/CHEBI_24867' assert get_iri("lipidmaps:1234", prefix_map=prefix_map, priority=priority) == \ 'https://example.org/lipidmaps/1234' ``` Alternatively, there are direct functions for generating IRIs for different registries: ```python import bioregistry as br # Bioregistry IRI assert br.get_bioregistry_iri('chebi', '24867') == 'https://bioregistry.io/chebi:24867' # Default Provider assert br.get_default_iri('chebi', '24867') == 'https://www.ebi.ac.uk/chebi/searchId.do?chebiId=CHEBI:24867' # OBO Library assert br.get_obofoundry_iri('chebi', '24867') == 'http://purl.obolibrary.org/obo/CHEBI_24867' # OLS IRI assert br.get_ols_iri('chebi', '24867') == 'https://www.ebi.ac.uk/ols/ontologies/chebi/terms?iri=http://purl.obolibrary.org/obo/CHEBI_24867' # Bioportal IRI assert br.get_bioportal_iri('chebi', '24867') == \ 'https://bioportal.bioontology.org/ontologies/CHEBI/?p=classes&conceptid=http://purl.obolibrary.org/obo/CHEBI_24867' # Identifiers.org IRI assert br.get_identifiers_org_iri('chebi', '24867') == 'https://identifiers.org/CHEBI:24867' # Name-to-Thing IRI assert br.get_n2t_iri('chebi', '24867') == 'https://n2t.net/chebi:24867' ``` Each of these functions could also return `None` if there isn't a provider available or if the prefix can't be mapped to the various resources. ### Prefix Map The Bioregistry can be used to generate prefix maps with various flavors depending on your context. Prioritization works the same way as when generating IRIs. ```python from bioregistry import get_prefix_map # Standard prefix_map = get_prefix_map() # Prioritize OBO prefixes over bioregistry priority = ["obofoundry", "default", "miriam", "ols", "n2t", "bioportal"] prefix_map = get_prefix_map(uri_prefix_priority=priority) # Provide custom remapping that doesn't have prioritization logic remapping = {"chebi": "CHEBI"} prefix_map = get_prefix_map(remapping=remapping) ``` ### Getting Metadata The pattern for an entry in the Bioregistry can be looked up quickly with `get_pattern()` if it exists. It prefers the custom curated, then MIRIAM, then Wikidata pattern. ```python import bioregistry assert '^GO:\\d{7}$' == bioregistry.get_pattern('go') ``` Entries in the Bioregistry can be checked for deprecation with the `is_deprecated()` function. MIRIAM and OBO Foundry don't often agree - OBO Foundry takes precedence since it seems to be updated more often. ```python import bioregistry assert bioregistry.is_deprecated('nmr') assert not bioregistry.is_deprecated('efo') ``` Entries in the Bioregistry can be looked up with the `get_resource()` function. ```python import bioregistry entry = bioregistry.get_resource('taxonomy') # there are lots of mysteries to discover in this dictionary! ``` The full Bioregistry can be read in a Python project using: ```python import bioregistry registry = bioregistry.read_registry() ``` ### 🕸️ Resolver App After installation with the `[web]` extras, the Bioregistry web application can be run with the following code: ```shell $ python -m pip install bioregistry[web] $ bioregistry web ``` to run a web app that functions like Identifiers.org, but backed by the Bioregistry. A public instance of this app is hosted by the [INDRA Lab](https://indralab.github.io) at https://bioregistry.io. ## 👋 Attribution ### ⚖️ License The code in this repository is licensed under the [MIT License](https://github.com/biopragmatics/bioregistry/blob/main/LICENSE). ### 📛 Badge If you use the Bioregistry in your code, support us by including our badge in your project's README.md: ```markdown [![Powered by the Bioregistry](https://img.shields.io/static/v1?label=Powered%20by&message=Bioregistry&color=BA274A&style=flat&logo=image/png;base64,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)](https://github.com/biopragmatics/bioregistry) ``` If your README uses reStructuredText (.rst), use this instead: ``` .. image:: https://img.shields.io/static/v1?label=Powered%20by&message=Bioregistry&color=BA274A&style=flat&logo=image/png;base64,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 :target: https://github.com/biopragmatics/bioregistry :alt: Powered by the Bioregistry ``` It looks like this: [![Powered by the Bioregistry](https://img.shields.io/static/v1?label=Powered%20by&message=Bioregistry&color=BA274A&style=flat&logo=image/png;base64,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)](https://github.com/biopragmatics/bioregistry) ### 📖 Citation > [Unifying the identification of biomedical entities with the Bioregistry](https://bioregistry.io/doi:10.1038/s41597-022-01807-3) > <br />Hoyt, C. T., Balk, M., Callahan, T. J., Domingo-Fernandez, D., Haendel, M. A., Hegde, H. B., Himmelstein, D. S., Karis, K., Kunze, J., Lubiana, T., Matentzoglu, N., McMurry, J., Moxon, S., Mungall, C. J., Rutz, A., Unni, D. R., Willighagen, E., Winston, D., and Gyori, B. M. (2022) > <br />*Nature Scientific Data*, s41597-022-01807-3 ```bibtex @article{Hoyt2022Bioregistry, author = {Hoyt, Charles Tapley and Balk, Meghan and Callahan, Tiffany J and Domingo-Fern{\'{a}}ndez, Daniel and Haendel, Melissa A and Hegde, Harshad B and Himmelstein, Daniel S and Karis, Klas and Kunze, John and Lubiana, Tiago and Matentzoglu, Nicolas and McMurry, Julie and Moxon, Sierra and Mungall, Christopher J and Rutz, Adriano and Unni, Deepak R and Willighagen, Egon and Winston, Donald and Gyori, Benjamin M}, doi = {10.1038/s41597-022-01807-3}, issn = {2052-4463}, journal = {Sci. Data}, number = {1}, pages = {714}, title = {{Unifying the identification of biomedical entities with the Bioregistry}}, url = {https://doi.org/10.1038/s41597-022-01807-3}, volume = {9}, year = {2022} } ``` Talks on the Bioregistry: - [Future Curation in the Bioregistry](https://bit.ly/wpci2022-bioregistry-maintenance) (WPCI, December 2022) - [The Bioregistry - Governance and Review Team](https://bit.ly/wpci2022-bioregistry-governance) (WPCI, December 2022) - [Development, Maintenance, and Expansion of the Bioregistry](https://bit.ly/sorger-lab-bioregistry-2022) (Sorger Lab Meeting, October 2022) - [The Bioregistry, CURIEs, and OBO Community Health](https://bit.ly/icbo2022-cth) (ICBO 2022 (September)) - [Introduction to the Bioregistry](https://bit.ly/bioregistry-short-talk) (Sorger Lab Meeting, July 2021) ### 🎁 Support The Bioregistry was developed by the [INDRA Lab](https://indralab.github.io), a part of the [Laboratory of Systems Pharmacology](https://hits.harvard.edu/the-program/laboratory-of-systems-pharmacology/about/) and the [Harvard Program in Therapeutic Science (HiTS)](https://hits.harvard.edu) at [Harvard Medical School](https://hms.harvard.edu/). ### 💰 Funding The development of the Bioregistry is funded by the DARPA Young Faculty Award W911NF2010255 (PI: Benjamin M. Gyori).


نیازمندی

مقدار نام
- defusedxml
- requests
- tqdm
>=0.1.13 pystow
- click
>=0.1.2 more-click
- pydantic
>=0.5.1 curies
- pyyaml
- beautifulsoup4
- tabulate
- class-resolver
>=0.1.0 fairsharing-client
- matplotlib
- matplotlib-venn
- seaborn
- pandas
- jinja2
- sphinx
- sphinx-rtd-theme
- sphinx-click
==1.21.1 sphinx-autodoc-typehints
- sphinx-automodapi
- autodoc-pydantic
- pyyaml
- rdflib
- rdflib-jsonld
- ndex2
- more-itertools
- click-default-group
- pandas
- tabulate
- pyyaml
- jinja2
- coverage
- pytest
- more-itertools
- httpx
- pyyaml
- rdflib
- rdflib-jsonld
- rdflib-endpoint
<2.2.4 flask
<2.3.0 werkzeug
- fastapi
- uvicorn
<=2.0.0 bootstrap-flask
- markdown
- curies[fastapi]


زبان مورد نیاز

مقدار نام
>=3.7 Python


نحوه نصب


نصب پکیج whl bioregistry-0.9.4:

    pip install bioregistry-0.9.4.whl


نصب پکیج tar.gz bioregistry-0.9.4:

    pip install bioregistry-0.9.4.tar.gz