spaCy-ixaKat
Basic Usage
>>> import spacy_ixakat
>>> nlp=spacy_ixakat.load()
>>> doc=nlp("Euskaldun izatea lan extra bat izatea da.")
>>> for t in doc:
... print("\t".join([str(t.i+1),t.orth_,t.lemma_,t.pos_,t.tag_,"_",str(0 if t.head==t else t.head.i+1),t.dep_,"_","_" if t.whitespace_ else "SpaceAfter=No"]))
...
1 Euskaldun euskaldun PROPN ADJ _ 2 obl _ _
2 izatea izan VERB ADI_SIN _ 7 csubj _ _
3 lan lan NOUN IZE_ARR _ 6 obl _ _
4 extra extra NOUN ADJ _ 3 nmod _ _
5 bat bat NUM DET_DZH _ 3 nummod _ _
6 izatea izate VERB IZE_ARR _ 7 ccomp _ _
7 da izan VERB ADT _ 0 ROOT _ SpaceAfter=No
8 . . PUNCT PUNT_PUNT _ 7 punct _ _
>>> import deplacy
>>> deplacy.render(doc)
Euskaldun PROPN <╗ obl
izatea VERB ═╝<══════╗ csubj
lan NOUN ═╗═╗<╗ ║ obl
extra NOUN <╝ ║ ║ ║ nmod
bat NUM <══╝ ║ ║ nummod
izatea VERB ═════╝<╗ ║ ccomp
da VERB ═══════╝═╝═╗ ROOT
. PUNCT <══════════╝ punctspacy_ixakat.load(convUD=True) loads spaCy Language pipeline for ixaKat. convUD=False disables the conversion into Universal Dependencies and forces the pipeline to return str of CoNLL.
>>> import spacy_ixakat
>>> nlp=spacy_ixakat.load(convUD=False)
>>> doc=nlp("Euskaldun izatea lan extra bat izatea da.")
>>> print(doc)
1 Euskaldun euskaldun ADJ ADJ KAS=ZERO|CLUSTER=01010111|CLUSTERM=0101|ATZIZKIA=Null 2 ncmod _ _
2 izatea izan ADI ADI_SIN KAS=ABS|ERL=KONPL|ADM=ADIZE|CLUSTER=0110100|CLUSTERM=0110|ATZIZKIA=Null 7 xcomp_subj _ _
3 lan lan IZE IZE_ARR KAS=ZERO|CLUSTER=1011110111010|CLUSTERM=1011|ATZIZKIA=Null 6 ncmod _ _
4 extra extra ADJ ADJ KAS=ZERO|CLUSTER=01111110100|CLUSTERM=0111|ATZIZKIA=Null 3 ncmod _ _
5 bat bat DET DET_DZH CLUSTER=1011010|CLUSTERM=1011|ATZIZKIA=Null 3 detmod _ _
6 izatea izate IZE IZE_ARR KAS=ABS|NUM=S|CLUSTER=0110100|CLUSTERM=0110|ATZIZKIA=a 7 ncpred _ _
7 da izan ADT ADT ASP=PNT|MDN=A1|DADUDIO=NOR|NOR=HURA|CLUSTER=0110100|CLUSTERM=0110|ATZIZKIA=Null 0 ROOT _ SpaceAfter=No
8 . . PUNT PUNT_PUNT _ 7 PUNC _ _
>>> import deplacy
>>> deplacy.render(doc)
Euskaldun ADJ <╗ ncmod
izatea ADI ═╝<══════╗ xcomp_subj
lan IZE ═╗═╗<╗ ║ ncmod
extra ADJ <╝ ║ ║ ║ ncmod
bat DET <══╝ ║ ║ detmod
izatea IZE ═════╝<╗ ║ ncpred
da ADT ═╗═════╝═╝ ROOT
. PUNT <╝ PUNCInstallation for Linux (Debian, Ubuntu, Kali)
sudo apt update
sudo apt install python3-pip python3-dev default-jre-headless curl libncursesw5
pip3 install spacy_ixakat --userInstallation for Linux (CentOS)
sudo yum update
sudo yum install python3-pip python3-devel java-1.8.0-openjdk-headless curl ncurses
pip3 install spacy_ixakat --userInstallation for Google Colaboratory
!pip install spacy_ixakatTry notebook.
