# PyDelphin — Python libraries for DELPH-IN data
[](https://pypi.org/project/PyDelphin/)
[](https://github.com/delph-in/pydelphin/actions/workflows/checks.yml)
[](https://pydelphin.readthedocs.io/en/latest/?badge=latest)
[](https://delphinqa.ling.washington.edu/)
[DELPH-IN][] is an international consortium of researchers committed
to producing precise, high-quality language processing tools and
resources, primarily in the [HPSG][] syntactic and [MRS][] semantic
frameworks, and PyDelphin is a suite of Python libraries for
processing data and interacting with tools in the DELPH-IN
ecosystem. PyDelphin's goal is to lower the barriers to making use of
DELPH-IN resources to help users quickly build applications or perform
experiments, and it has been successfully used for research into
machine translation (e.g., [Goodman, 2018]), sentence chunking
([Muszyńska, 2016]), neural semantic parsing ([Buys & Blunsom, 2017]),
natural language generation ([Hajdik et al., 2019]), and more.
[DELPH-IN]: https://delph-in.github.io/docs/home/Home/
[HPSG]: https://en.wikipedia.org/wiki/Head-driven_phrase_structure_grammar
[MRS]: https://github.com/delph-in/docs/wiki/RmrsTop
[Goodman, 2018]: https://goodmami.org/static/goodman-dissertation.pdf
[Muszyńska, 2016]: https://www.aclweb.org/anthology/P16-3014
[Buys & Blunsom, 2017]: https://www.aclweb.org/anthology/P17-1112
[Hajdik et al., 2019]: https://www.aclweb.org/anthology/N19-1235
Documentation, including guides and an API reference, is available here:
http://pydelphin.readthedocs.io/
New to PyDelphin? Want to see examples? Try the
[walkthrough](https://pydelphin.readthedocs.io/en/latest/guides/walkthrough.html).
## Installation and Upgrading
Get the latest release of PyDelphin from [PyPI]:
```bash
$ pip install pydelphin
```
[PyPI]: https://pypi.python.org/pypi/PyDelphin
For more information about requirements, installing from source, and
running unit tests, please see the
[documentation](https://pydelphin.readthedocs.io/en/latest/guides/setup.html).
API changes in new versions are documented in the
[CHANGELOG](CHANGELOG.md), but for any unexpected changes please [file
an issue][issues].
[issues]: https://github.com/delph-in/pydelphin/issues/
## Features
PyDelphin contains the following modules:
Semantic Representations:
- [`delphin.mrs`]: [Minimal Recursion Semantics](https://github.com/delph-in/docs/wiki/MrsRfc)
- [`delphin.eds`]: [Elementary Dependency Structures](https://github.com/delph-in/docs/wiki/EdsTop)
- [`delphin.dmrs`]: [Dependency Minimal Recursion Semantics](https://github.com/delph-in/docs/wiki/RmrsDmrs)
Semantic Components, Interfaces, and Metrics:
- [`delphin.semi`]: [Semantic Interface](https://github.com/delph-in/docs/wiki/SemiRfc)
- [`delphin.vpm`]: [Variable Property Mapping](https://github.com/delph-in/docs/wiki/RmrsVpm)
- [`delphin.variable`]: MRS variables
- [`delphin.predicate`]: [Semantic Predicates](https://github.com/delph-in/docs/wiki/PredicateRfc)
- [`delphin.scope`]: Underspecified scope
- [`delphin.sembase`]: Basic semantic structures
- [`delphin.codecs`]: A wide variety of serialization codecs for MRS, EDS, and DMRS
- [`delphin.edm`]: [Elementary Dependency Match](https://github.com/delph-in/docs/wiki/ElementaryDependencyMatch)
Grammar and Parse Inspection:
- [`delphin.derivation`]: [Derivation trees](https://github.com/delph-in/docs/wiki/ItsdbDerivations)
- [`delphin.tdl`]: [Type-Description Language](https://github.com/delph-in/docs/wiki/TdlRfc)
- [`delphin.tfs`]: Feature structures and type hierarchies
Tokenization:
- [`delphin.repp`]: [Regular-Expression PreProcessor](https://github.com/delph-in/docs/wiki/ReppTop)
- [`delphin.tokens`]: [YY Token lattices](https://github.com/delph-in/docs/wiki/PetInput#yy-input-mode)
- [`delphin.lnk`]: Lnk surface alignments
Corpus Management and Processing:
- [`delphin.itsdb`]: [\[incr tsdb()\]](https://github.com/delph-in/docs/wiki/ItsdbTop) profiles
- [`delphin.tsdb`]: Low-level interface to test suite databases
- [`delphin.tsql`]: [TSQL](https://github.com/delph-in/docs/wiki/TsqlRfc) test suite queries
Interfaces with External Processors:
- [`delphin.interface`]: Structures for interacting with external processors
- [`delphin.ace`]: Python wrapper for common tasks using [ACE](http://sweaglesw.org/linguistics/ace/)
- [`delphin.web`]: Client for the [web API](https://github.com/delph-in/docs/wiki/ErgApi)
Core Components and Command Line Interface:
- [`delphin.commands`]: Functional interface to common tasks
- [`delphin.cli`]: Command-line interface to functional commands
- [`delphin.hierarchy`]: Multiple-inheritance hierarchies
- [`delphin.exceptions`]: PyDelphin's basic exception classes
Miscellaneous:
- [`delphin.highlight`]: [Pygments](https://pygments.org/) lexers and styles for highlighting MRS and TDL
[`delphin.cli`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.cli.html
[`delphin.codecs`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.codecs.html
[`delphin.commands`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.commands.html
[`delphin.derivation`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.derivation.html
[`delphin.dmrs`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.dmrs.html
[`delphin.edm`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.edm.html
[`delphin.eds`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.eds.html
[`delphin.exceptions`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.exceptions.html
[`delphin.hierarchy`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.hierarchy.html
[`delphin.highlight`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.highlight.html
[`delphin.interface`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.interface.html
[`delphin.ace`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.ace.html
[`delphin.web`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.web.html
[`delphin.tsdb`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.tsdb.html
[`delphin.itsdb`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.itsdb.html
[`delphin.lnk`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.lnk.html
[`delphin.mrs`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.mrs.html
[`delphin.predicate`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.predicate.html
[`delphin.repp`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.repp.html
[`delphin.scope`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.scope.html
[`delphin.sembase`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.sembase.html
[`delphin.semi`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.semi.html
[`delphin.tdl`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.tdl.html
[`delphin.tfs`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.tfs.html
[`delphin.tokens`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.tokens.html
[`delphin.tsql`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.tsql.html
[`delphin.variable`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.variable.html
[`delphin.vpm`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.vpm.html
## Other Information
### Getting Help
Please use the [issue tracker][issues] for bug reports, feature
requests, and documentation requests. For more general questions
and support, try one of the following channels maintained by the
DELPH-IN community:
- [DELPH-IN Discourse](https://delphinqa.ling.washington.edu/) forums
- [developers](http://lists.delph-in.net/mailman/listinfo/developers)
mailing list
### Citation
Please use the following for academic citations (and see: https://ieeexplore.ieee.org/abstract/document/8939628):
```bibtex
@INPROCEEDINGS{Goodman:2019,
author={Goodman, Michael Wayne},
title={A Python Library for Deep Linguistic Resources},
booktitle={2019 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC)},
year={2019},
month=oct,
address={Singapore},
keywords={research software;linguistics;semantics;HPSG;computational linguistics;natural language processing;open source software}
}
```
### Acknowledgments
Thanks to PyDelphin's
[contributors](https://github.com/delph-in/pydelphin/graphs/contributors)
and all who've participated by filing issues and feature
requests. Also thanks to the users of PyDelphin!
### Related Software
* Parser/Generators (chronological order)
- LKB: https://github.com/delph-in/docs/wiki/LkbTop (also: https://github.com/delph-in/docs/wiki/LkbFos)
- PET: https://github.com/delph-in/docs/wiki/PetTop
- ACE: http://sweaglesw.org/linguistics/ace/
- agree: https://github.com/delph-in/docs/wiki/AgreeTop
* Grammar profiling, testing, and analysis
- \[incr tsdb()\]: http://www.delph-in.net/itsdb/
- gDelta: https://github.com/ned2/gdelta
- Typediff: https://github.com/ned2/typediff
* Software libraries and repositories
- LOGON: https://github.com/delph-in/docs/wiki/LogonTop
- pydmrs: https://github.com/delph-in/pydmrs
* Also see (may have overlap with the above):
- https://github.com/delph-in/docs/wiki/ToolsTop
- https://github.com/delph-in/docs/wiki/DelphinApplications
### Spelling
Earlier versions of PyDelphin were spelled "pyDelphin" with a
lower-case "p" and this form is used in several publications. The
current recommended spelling has an upper-case "P".
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"description": "# PyDelphin — Python libraries for DELPH-IN data\n\n[](https://pypi.org/project/PyDelphin/)\n\n[](https://github.com/delph-in/pydelphin/actions/workflows/checks.yml)\n[](https://pydelphin.readthedocs.io/en/latest/?badge=latest)\n[](https://delphinqa.ling.washington.edu/)\n\n[DELPH-IN][] is an international consortium of researchers committed\nto producing precise, high-quality language processing tools and\nresources, primarily in the [HPSG][] syntactic and [MRS][] semantic\nframeworks, and PyDelphin is a suite of Python libraries for\nprocessing data and interacting with tools in the DELPH-IN\necosystem. PyDelphin's goal is to lower the barriers to making use of\nDELPH-IN resources to help users quickly build applications or perform\nexperiments, and it has been successfully used for research into\nmachine translation (e.g., [Goodman, 2018]), sentence chunking\n([Muszy\u0144ska, 2016]), neural semantic parsing ([Buys & Blunsom, 2017]),\nnatural language generation ([Hajdik et al., 2019]), and more.\n\n[DELPH-IN]: https://delph-in.github.io/docs/home/Home/\n[HPSG]: https://en.wikipedia.org/wiki/Head-driven_phrase_structure_grammar\n[MRS]: https://github.com/delph-in/docs/wiki/RmrsTop\n[Goodman, 2018]: https://goodmami.org/static/goodman-dissertation.pdf\n[Muszy\u0144ska, 2016]: https://www.aclweb.org/anthology/P16-3014\n[Buys & Blunsom, 2017]: https://www.aclweb.org/anthology/P17-1112\n[Hajdik et al., 2019]: https://www.aclweb.org/anthology/N19-1235\n\nDocumentation, including guides and an API reference, is available here:\nhttp://pydelphin.readthedocs.io/\n\nNew to PyDelphin? Want to see examples? Try the\n[walkthrough](https://pydelphin.readthedocs.io/en/latest/guides/walkthrough.html).\n\n## Installation and Upgrading\n\nGet the latest release of PyDelphin from [PyPI]:\n\n```bash\n$ pip install pydelphin\n```\n\n[PyPI]: https://pypi.python.org/pypi/PyDelphin\n\nFor more information about requirements, installing from source, and\nrunning unit tests, please see the\n[documentation](https://pydelphin.readthedocs.io/en/latest/guides/setup.html).\n\nAPI changes in new versions are documented in the\n[CHANGELOG](CHANGELOG.md), but for any unexpected changes please [file\nan issue][issues].\n\n[issues]: https://github.com/delph-in/pydelphin/issues/\n\n## Features\n\nPyDelphin contains the following modules:\n\nSemantic Representations:\n- [`delphin.mrs`]: [Minimal Recursion Semantics](https://github.com/delph-in/docs/wiki/MrsRfc)\n- [`delphin.eds`]: [Elementary Dependency Structures](https://github.com/delph-in/docs/wiki/EdsTop)\n- [`delphin.dmrs`]: [Dependency Minimal Recursion Semantics](https://github.com/delph-in/docs/wiki/RmrsDmrs)\n\nSemantic Components, Interfaces, and Metrics:\n- [`delphin.semi`]: [Semantic Interface](https://github.com/delph-in/docs/wiki/SemiRfc)\n- [`delphin.vpm`]: [Variable Property Mapping](https://github.com/delph-in/docs/wiki/RmrsVpm)\n- [`delphin.variable`]: MRS variables\n- [`delphin.predicate`]: [Semantic Predicates](https://github.com/delph-in/docs/wiki/PredicateRfc)\n- [`delphin.scope`]: Underspecified scope\n- [`delphin.sembase`]: Basic semantic structures\n- [`delphin.codecs`]: A wide variety of serialization codecs for MRS, EDS, and DMRS\n- [`delphin.edm`]: [Elementary Dependency Match](https://github.com/delph-in/docs/wiki/ElementaryDependencyMatch)\n\nGrammar and Parse Inspection:\n- [`delphin.derivation`]: [Derivation trees](https://github.com/delph-in/docs/wiki/ItsdbDerivations)\n- [`delphin.tdl`]: [Type-Description Language](https://github.com/delph-in/docs/wiki/TdlRfc)\n- [`delphin.tfs`]: Feature structures and type hierarchies\n\nTokenization:\n- [`delphin.repp`]: [Regular-Expression PreProcessor](https://github.com/delph-in/docs/wiki/ReppTop)\n- [`delphin.tokens`]: [YY Token lattices](https://github.com/delph-in/docs/wiki/PetInput#yy-input-mode)\n- [`delphin.lnk`]: Lnk surface alignments\n\nCorpus Management and Processing:\n- [`delphin.itsdb`]: [\\[incr tsdb()\\]](https://github.com/delph-in/docs/wiki/ItsdbTop) profiles\n- [`delphin.tsdb`]: Low-level interface to test suite databases\n- [`delphin.tsql`]: [TSQL](https://github.com/delph-in/docs/wiki/TsqlRfc) test suite queries\n\nInterfaces with External Processors:\n- [`delphin.interface`]: Structures for interacting with external processors\n- [`delphin.ace`]: Python wrapper for common tasks using [ACE](http://sweaglesw.org/linguistics/ace/)\n- [`delphin.web`]: Client for the [web API](https://github.com/delph-in/docs/wiki/ErgApi)\n\nCore Components and Command Line Interface:\n- [`delphin.commands`]: Functional interface to common tasks\n- 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For more general questions\nand support, try one of the following channels maintained by the\nDELPH-IN community:\n\n- [DELPH-IN Discourse](https://delphinqa.ling.washington.edu/) forums\n- [developers](http://lists.delph-in.net/mailman/listinfo/developers)\n mailing list\n\n### Citation\n\nPlease use the following for academic citations (and see: https://ieeexplore.ieee.org/abstract/document/8939628):\n\n```bibtex\n@INPROCEEDINGS{Goodman:2019,\n author={Goodman, Michael Wayne},\n title={A Python Library for Deep Linguistic Resources},\n booktitle={2019 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC)},\n year={2019},\n month=oct,\n address={Singapore},\n keywords={research software;linguistics;semantics;HPSG;computational linguistics;natural language processing;open source software}\n}\n```\n\n### Acknowledgments\n\nThanks to PyDelphin's\n[contributors](https://github.com/delph-in/pydelphin/graphs/contributors)\nand all who've participated by filing issues and feature\nrequests. Also thanks to the users of PyDelphin!\n\n### Related Software\n\n* Parser/Generators (chronological order)\n - LKB: https://github.com/delph-in/docs/wiki/LkbTop (also: https://github.com/delph-in/docs/wiki/LkbFos)\n - PET: https://github.com/delph-in/docs/wiki/PetTop\n - ACE: http://sweaglesw.org/linguistics/ace/\n - agree: https://github.com/delph-in/docs/wiki/AgreeTop\n* Grammar profiling, testing, and analysis\n - \\[incr tsdb()\\]: http://www.delph-in.net/itsdb/\n - gDelta: https://github.com/ned2/gdelta\n - Typediff: https://github.com/ned2/typediff\n* Software libraries and repositories\n - LOGON: https://github.com/delph-in/docs/wiki/LogonTop\n - pydmrs: https://github.com/delph-in/pydmrs\n* Also see (may have overlap with the above):\n - https://github.com/delph-in/docs/wiki/ToolsTop\n - https://github.com/delph-in/docs/wiki/DelphinApplications\n\n### Spelling\n\nEarlier versions of PyDelphin were spelled \"pyDelphin\" with a\nlower-case \"p\" and this form is used in several publications. 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