forked from lkrsnik/classla-api
Added other languages.
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README.md
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README.md
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## Description
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This tool uses classla library as an API. It allows for calls on some preset classla settings, as well as a custom one.
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## Standard UD
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## Slovenian Standard UD
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Preset classla settings:
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```json
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{
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"lang": "sl",
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"pos_lemma_pretag": false
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"pos_use_lexicon": true
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}
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```
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Usage example:
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```commandline
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curl -X POST -d '{"text": "France Prešeren je rojen v Vrbi."}' http://127.0.0.1:5000/standard-ud
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curl -X POST -d '{"text": "France Prešeren je rojen v Vrbi."}' https://orodja.cjvt.si/oznacevalnik/standard-ud
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```
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## Standard JOS
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## Slovenian Standard JOS
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Preset classla settings:
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```json
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{
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@ -27,24 +27,24 @@ Preset classla settings:
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```
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Usage example:
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```commandline
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curl -X POST -d '{"text": "France Prešeren je rojen v Vrbi."}' http://127.0.0.1:5000/standard-jos
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curl -X POST -d '{"text": "France Prešeren je rojen v Vrbi."}' https://orodja.cjvt.si/oznacevalnik/standard-jos
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```
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## Nonstandard UD
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## Slovenian Nonstandard UD
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Preset classla settings:
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```json
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{
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"lang": "sl",
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"pos_use_lexicon": true,
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"type": "nonstandard_jos"
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"type": "nonstandard"
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}
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```
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Usage example:
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```commandline
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curl -X POST -d '{"text": "kva smo mi zurali zadnje leto v zagrebu..."}' http://127.0.0.1:5000/nonstandard-ud
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curl -X POST -d '{"text": "kva smo mi zurali zadnje leto v zagrebu..."}' https://orodja.cjvt.si/oznacevalnik/nonstandard-ud
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```
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## Nonstandard JOS
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## Slovenian Nonstandard JOS
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Preset classla settings:
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```json
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{
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@ -61,9 +61,85 @@ Preset classla settings:
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```
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Usage example:
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```commandline
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curl -X POST -d '{"text": "kva smo mi zurali zadnje leto v zagrebu..."}' http://127.0.0.1:5000/nonstandard-jos
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curl -X POST -d '{"text": "kva smo mi zurali zadnje leto v zagrebu..."}' https://orodja.cjvt.si/oznacevalnik/nonstandard-jos
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```
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## Croatian Standard UD
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Preset classla settings:
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```json
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{
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"lang": "hr",
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}
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```
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Usage example:
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```commandline
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curl -X POST -d '{"text": "Ante Starčević rođen je u Velikom Žitniku."}' https://orodja.cjvt.si/oznacevalnik/hr-standard-ud
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```
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## Croatian Nonstandard UD
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Preset classla settings:
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```json
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{
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"lang": "hr",
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"type": "nonstandard"
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}
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```
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Usage example:
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```commandline
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curl -X POST -d '{"text": "kaj sam ja tulumaril jucer u ljubljani..."}' https://orodja.cjvt.si/oznacevalnik/hr-nonstandard-ud
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```
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## Serbian Standard UD
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Preset classla settings:
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```json
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{
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"lang": "sr",
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}
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```
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Usage example:
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```commandline
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curl -X POST -d '{"text": "Slobodan Jovanović rođen je u Novom Sadu."}' https://orodja.cjvt.si/oznacevalnik/sr-standard-ud
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```
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## Serbian Nonstandard UD
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Preset classla settings:
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```json
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{
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"lang": "sr",
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"type": "nonstandard"
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}
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```
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Usage example:
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```commandline
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curl -X POST -d '{"text": "ne mogu da verujem kakvo je zezanje bilo prosle godine u zagrebu..."}' https://orodja.cjvt.si/oznacevalnik/sr-nonstandard-ud
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```
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## Bulgarian Standard UD
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Preset classla settings:
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```json
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{
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"lang": "bg",
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}
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```
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Usage example:
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```commandline
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curl -X POST -d '{"text": "Алеко Константинов е роден в Свищов."}' https://orodja.cjvt.si/oznacevalnik/bg-standard-ud
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```
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## Macedonian Standard UD
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Preset classla settings:
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```json
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{
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"lang": "mk",
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}
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```
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Usage example:
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```commandline
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curl -X POST -d '{"text": "Крсте Петков Мисирков е роден во Постол."}' https://orodja.cjvt.si/oznacevalnik/mk-standard-ud
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```
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## Custom settings
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Custom settings may be used, however they have to be in compliance with what the library allows (you can check this on https://github.com/clarinsi/classla)
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@ -71,5 +147,5 @@ Custom settings may be used, however they have to be in compliance with what the
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Usage example:
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```commandline
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curl -X POST -d '{"text": "France Prešeren je rojen v Vrbi.", "settings": {"lang": "sl", "pos_lemma_pretag": false}}' http://127.0.0.1:5000/custom-settings
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curl -X POST -d '{"text": "France Prešeren je rojen v Vrbi.", "settings": {"lang": "sl", "pos_lemma_pretag": false}}' https://orodja.cjvt.si/oznacevalnik/custom-settings
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```
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58
app.py
58
app.py
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@ -1,10 +1,17 @@
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from flask import Flask, request
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import classla
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import gc
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import torch
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classla.download('sl')
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classla.download('sl', type='standard_jos')
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classla.download('sl', type='nonstandard')
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classla.download('hr')
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classla.download('hr', type='nonstandard')
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classla.download('sr')
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classla.download('sr', type='nonstandard')
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classla.download('mk')
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classla.download('bg')
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nlp_standard_UD = classla.Pipeline('sl', pos_use_lexicon=True)
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nlp_standard_JOS = classla.Pipeline('sl', pos_use_lexicon=True, type='standard_jos')
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@ -16,6 +23,12 @@ nlp_nonstandard_JOS = classla.Pipeline('sl', processors={
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"depparse": "standard_jos",
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"ner": "nonstandard"
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})
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nlp_hr_standard_UD = classla.Pipeline('hr')
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nlp_hr_nonstandard_UD = classla.Pipeline('hr', type='nonstandard')
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nlp_sr_standard_UD = classla.Pipeline('sr')
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nlp_sr_nonstandard_UD = classla.Pipeline('sr', type='nonstandard')
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nlp_bg_standard_UD = classla.Pipeline('bg')
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nlp_mk_standard_UD = classla.Pipeline('mk')
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app = Flask(__name__)
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@ -30,10 +43,10 @@ def custom_settings():
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if 'settings' in input_json:
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settings = input_json['settings']
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nlp = classla.Pipeline(**settings)
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# classla.Pipeline('sl', processors='tokenize,pos,lemma', pos_use_lexicon=True)
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result = nlp(input_json['text']).to_conll()
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del(nlp)
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gc.collect()
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torch.cuda.empty_cache()
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else:
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return f'ERROR `settings` were not given!'
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return result
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return doc.to_conll()
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@app.route('/hr-standard-ud', methods=["POST"])
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def hr_standard_ud():
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input_json = request.get_json(force=True)
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doc = nlp_hr_standard_UD(input_json['text'])
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return doc.to_conll()
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@app.route('/hr-nonstandard-ud', methods=["POST"])
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def hr_nonstandard_ud():
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input_json = request.get_json(force=True)
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doc = nlp_hr_nonstandard_UD(input_json['text'])
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return doc.to_conll()
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@app.route('/sr-standard-ud', methods=["POST"])
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def sr_standard_ud():
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input_json = request.get_json(force=True)
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doc = nlp_sr_standard_UD(input_json['text'])
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return doc.to_conll()
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@app.route('/sr-nonstandard-ud', methods=["POST"])
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def sr_nonstandard_ud():
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input_json = request.get_json(force=True)
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doc = nlp_sr_nonstandard_UD(input_json['text'])
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return doc.to_conll()
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@app.route('/bg-standard-ud', methods=["POST"])
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def bg_standard_ud():
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input_json = request.get_json(force=True)
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doc = nlp_bg_standard_UD(input_json['text'])
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return doc.to_conll()
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@app.route('/mk-standard-ud', methods=["POST"])
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def mk_standard_ud():
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input_json = request.get_json(force=True)
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doc = nlp_mk_standard_UD(input_json['text'])
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return doc.to_conll()
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if __name__ == '__main__':
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app.run(host="0.0.0.0")
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