我创建了一个用于训练NER数据的数据集。创建后，我想测试如果实体和数据匹配之前应用到培训管道。利用位移，我们可以更好地可视化。但是如何在太空中做到这一点呢?
上述问题的代码如下
import spacy
from spacy import displacy
annot_data = [('A Very SoNA ChristmasnView SoNA’s Covid Safety PoliciesnSkip to ContentnAboutnHistory MissionnStaff BoardnMusic DirectornMusiciansnSoNA SingersnAuditionsnHire EnsemblesnContactn2021-22 SeasonnSubscriber SeriesnTicketed PerformancesnSoNA Beyond SeriesnVirtual PerformancesnVirtual PerformancesnSolos from HomenSpecial EventsnFireworks at the FarmnReimagined CelebrationnDonatenGallerynEducationnBlognOpen MenunClose MenunAboutnHistory MissionnStaff BoardnMusic DirectornMusiciansnSoNA SingersnAuditionsnHire EnsemblesnContactn2021-22 SeasonnSubscriber SeriesnTicketed PerformancesnSoNA Beyond SeriesnVirtual PerformancesnVirtual PerformancesnSolos from HomenSpecial EventsnFireworks at the FarmnReimagined CelebrationnDonatenGallerynEducationnBlognOpen MenunClose MenunFolder:nAboutnFolder:n2021-22 SeasonnSoNA Beyond SeriesnFolder:nVirtual PerformancesnFolder:nSpecial EventsnDonatenGallerynEducationnBlognBacknHistory MissionnStaff BoardnMusic DirectornMusiciansnSoNA SingersnAuditionsnHire EnsemblesnContactnBacknSubscriber SeriesnTicketed PerformancesnBacknVirtual PerformancesnSolos from HomenBacknFireworks at the FarmnReimagined CelebrationnA Very SoNA ChristmasnJul 10, 2021nWritten By SoNAnSaturday, December 11, 2021 2PM 7:30PM Walton Arts Center, FayettevillenA mix of sacred and secular holiday favorites with local guest soloists, The SoNA Singers, and area high school and collegiate choruses. Saturday, December 11, 2021 2PM Matinee Performance Saturday, December 11, 2021 7:30PM Evening PerformancenBuy TicketsnBuy TicketsnSingle Tickets: 35, 45, 57 Under 18 FREE with purchase of adult ticket limited quantities Interested in a full season subscription Learn more here . Concert sponsored by Bogle Family FoundationnWe are committed to ensuring that audiences can experience music safely in person at our performances. Until further notice, patrons, staff, and volunteers are required to wear masks. Learn more about our safety policy here .nSoNAnPreviousnPreviousnMozart and BeethovennNextnNextnSoNA Walton Arts Center present The Snowman: A Family ConcertnReceive the latest updatesnEmail AddressnSign UpnThank you for joining our email list You should receive a verification email shortly to confirm.nOffice: 479.521.4166 Tickets: 479.443.5600 infosonamusic.orgnCopyright 2021, SoNA. All rights reserved.nSupport SoNA',
{'entities': [(1958, 1962, 'organization'),
(1230, 1236, 'performance_starttime'),
(1343, 1359, 'organization'),
(1208, 1225, 'performance_date'),
(1237, 1255, 'auditorium'),
(0, 21, 'production_name'),
(1226, 1229, 'performance_starttime')]})]
nlp = spacy.blank('en')
raw_text = annot_data[0][0]
doc = nlp.make_doc(raw_text)
spans = annot_data[0][1]["entities"]
ents = []
for span_start, span_end, label in spans:
ent = doc.char_span(span_start, span_end, label=label)
if ent is None:
continue
ents.append(ent)
doc.ents = ents
displacy.render(doc, style="ent", jupyter=True)