Added other languages.

README.md

@@ -3,20 +3,20 @@
 ## Description
 This tool uses classla library as an API. It allows for calls on some preset classla settings, as well as a custom one.
 
-## Standard UD
+## Slovenian Standard UD
 Preset classla settings:
 ```json
 {
   "lang": "sl",
-  "pos_lemma_pretag": false
+  "pos_use_lexicon": true
 }
 ```
 Usage example:
 ```commandline
-curl -X POST -d '{"text": "France Prešeren je rojen v Vrbi."}' http://127.0.0.1:5000/standard-ud
+curl -X POST -d '{"text": "France Prešeren je rojen v Vrbi."}' https://orodja.cjvt.si/oznacevalnik/standard-ud
 ```
 
-## Standard JOS
+## Slovenian Standard JOS
 Preset classla settings:
 ```json
 {
@@ -27,24 +27,24 @@ Preset classla settings:
 ```
 Usage example:
 ```commandline
-curl -X POST -d '{"text": "France Prešeren je rojen v Vrbi."}' http://127.0.0.1:5000/standard-jos
+curl -X POST -d '{"text": "France Prešeren je rojen v Vrbi."}' https://orodja.cjvt.si/oznacevalnik/standard-jos
 ```
 
-## Nonstandard UD
+## Slovenian Nonstandard UD
 Preset classla settings:
 ```json
 {
   "lang": "sl",
   "pos_use_lexicon": true,
-  "type": "nonstandard_jos"
+  "type": "nonstandard"
 }
 ```
 Usage example:
 ```commandline
-curl -X POST -d '{"text": "kva smo mi zurali zadnje leto v zagrebu..."}' http://127.0.0.1:5000/nonstandard-ud
+curl -X POST -d '{"text": "kva smo mi zurali zadnje leto v zagrebu..."}' https://orodja.cjvt.si/oznacevalnik/nonstandard-ud
 ```
 
-## Nonstandard JOS
+## Slovenian Nonstandard JOS
 Preset classla settings:
 ```json
 {
@@ -61,9 +61,85 @@ Preset classla settings:
 ```
 Usage example:
 ```commandline
-curl -X POST -d '{"text": "kva smo mi zurali zadnje leto v zagrebu..."}' http://127.0.0.1:5000/nonstandard-jos
+curl -X POST -d '{"text": "kva smo mi zurali zadnje leto v zagrebu..."}' https://orodja.cjvt.si/oznacevalnik/nonstandard-jos
 ```
 
+
+## Croatian Standard UD
+Preset classla settings:
+```json
+{
+  "lang": "hr",
+}
+```
+Usage example:
+```commandline
+curl -X POST -d '{"text": "Ante Starčević rođen je u Velikom Žitniku."}' https://orodja.cjvt.si/oznacevalnik/hr-standard-ud
+```
+
+## Croatian Nonstandard UD
+Preset classla settings:
+```json
+{
+  "lang": "hr",
+  "type": "nonstandard"
+}
+```
+Usage example:
+```commandline
+curl -X POST -d '{"text": "kaj sam ja tulumaril jucer u ljubljani..."}' https://orodja.cjvt.si/oznacevalnik/hr-nonstandard-ud
+```
+
+## Serbian Standard UD
+Preset classla settings:
+```json
+{
+  "lang": "sr",
+}
+```
+Usage example:
+```commandline
+curl -X POST -d '{"text": "Slobodan Jovanović rođen je u Novom Sadu."}' https://orodja.cjvt.si/oznacevalnik/sr-standard-ud
+```
+
+## Serbian Nonstandard UD
+Preset classla settings:
+```json
+{
+  "lang": "sr",
+  "type": "nonstandard"
+}
+```
+Usage example:
+```commandline
+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
+```
+
+## Bulgarian Standard UD
+Preset classla settings:
+```json
+{
+  "lang": "bg",
+}
+```
+Usage example:
+```commandline
+curl -X POST -d '{"text": "Алеко Константинов е роден в Свищов."}' https://orodja.cjvt.si/oznacevalnik/bg-standard-ud
+```
+
+## Macedonian Standard UD
+Preset classla settings:
+```json
+{
+  "lang": "mk",
+}
+```
+Usage example:
+```commandline
+curl -X POST -d '{"text": "Крсте Петков Мисирков е роден во Постол."}' https://orodja.cjvt.si/oznacevalnik/mk-standard-ud
+```
+
+
 ## Custom settings
 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)
 
@@ -71,5 +147,5 @@ Custom settings may be used, however they have to be in compliance with what the
 
 Usage example:
 ```commandline
-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
+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
 ```

app.py

@@ -1,10 +1,17 @@
 from flask import Flask, request
 import classla
 import gc
+import torch
 
 classla.download('sl')
 classla.download('sl', type='standard_jos')
 classla.download('sl', type='nonstandard')
+classla.download('hr')
+classla.download('hr', type='nonstandard')
+classla.download('sr')
+classla.download('sr', type='nonstandard')
+classla.download('mk')
+classla.download('bg')
 
 nlp_standard_UD = classla.Pipeline('sl', pos_use_lexicon=True)
 nlp_standard_JOS = classla.Pipeline('sl', pos_use_lexicon=True, type='standard_jos')
@@ -16,6 +23,12 @@ nlp_nonstandard_JOS = classla.Pipeline('sl', processors={
       "depparse": "standard_jos",
       "ner": "nonstandard"
     })
+nlp_hr_standard_UD = classla.Pipeline('hr')
+nlp_hr_nonstandard_UD = classla.Pipeline('hr', type='nonstandard')
+nlp_sr_standard_UD = classla.Pipeline('sr')
+nlp_sr_nonstandard_UD = classla.Pipeline('sr', type='nonstandard')
+nlp_bg_standard_UD = classla.Pipeline('bg')
+nlp_mk_standard_UD = classla.Pipeline('mk')
 app = Flask(__name__)
 
 
@@ -30,10 +43,10 @@ def custom_settings():
     if 'settings' in input_json:
         settings = input_json['settings']
         nlp = classla.Pipeline(**settings)
-        # classla.Pipeline('sl', processors='tokenize,pos,lemma', pos_use_lexicon=True)
         result = nlp(input_json['text']).to_conll()
         del(nlp)
         gc.collect()
+        torch.cuda.empty_cache()
     else:
         return f'ERROR `settings` were not given!'
     return result
@@ -67,5 +80,48 @@ def nonstandard_jos():
     return doc.to_conll()
 
 
+@app.route('/hr-standard-ud', methods=["POST"])
+def hr_standard_ud():
+    input_json = request.get_json(force=True)
+    doc = nlp_hr_standard_UD(input_json['text'])
+    return doc.to_conll()
+
+
+@app.route('/hr-nonstandard-ud', methods=["POST"])
+def hr_nonstandard_ud():
+    input_json = request.get_json(force=True)
+    doc = nlp_hr_nonstandard_UD(input_json['text'])
+    return doc.to_conll()
+
+
+@app.route('/sr-standard-ud', methods=["POST"])
+def sr_standard_ud():
+    input_json = request.get_json(force=True)
+    doc = nlp_sr_standard_UD(input_json['text'])
+    return doc.to_conll()
+
+
+@app.route('/sr-nonstandard-ud', methods=["POST"])
+def sr_nonstandard_ud():
+    input_json = request.get_json(force=True)
+    doc = nlp_sr_nonstandard_UD(input_json['text'])
+    return doc.to_conll()
+
+
+@app.route('/bg-standard-ud', methods=["POST"])
+def bg_standard_ud():
+    input_json = request.get_json(force=True)
+    doc = nlp_bg_standard_UD(input_json['text'])
+    return doc.to_conll()
+
+
+@app.route('/mk-standard-ud', methods=["POST"])
+def mk_standard_ud():
+    input_json = request.get_json(force=True)
+    doc = nlp_mk_standard_UD(input_json['text'])
+    return doc.to_conll()
+
+
+
 if __name__ == '__main__':
     app.run(host="0.0.0.0")