kaust="/home/juku/oma/23/05/asendused/tekstivaljund_src_min3/"
import os
spellerid=["etnc19_reference_corpus_6000000_web_2019_600000", "etnc19_reference_corpus_6000000_lines", "etnc19_web_2019"]
#spellerid=["etnc19_reference_corpus_model_6000000_lines"]
#spellerid=["etnc19_reference_corpus_6000000_web_2019_600000"]
#spellerid=["etnc19_web_2019"]
#for gk in os.listdir(kaust):
#   for snimi in spellerid:
#       os.mkdir(kaust+gk+"/"+snimi)
import jamspell
corrector=jamspell.TSpellCorrector()

for snimi in spellerid:
   print(snimi)
   corrector.LoadLangModel(snimi+".bin")
   #speller = spelling.Spelling(snimi+"/"+snimi+".bin")
   #for gk in os.listdir(kaust):
   #   print(gk)
   os.makedirs(kaust+"korrektoriga3/"+snimi+"/")
   for fnimi in os.listdir(kaust):
         if fnimi.endswith(".txt"):
            print(fnimi)
            f1=open(kaust+fnimi, encoding="utf-8")
            f2=open(kaust+"korrektoriga3/"+snimi+"/"+fnimi, "w", encoding="utf-8")
            for rida in f1:
#               request = Request(text=rida.strip(), language='et')
#               response=speller.process_request(request)
#               print(response.corrected_text, file=f2) 
                print(corrector.FixFragment(rida.strip()), file=f2)
            f2.close()
            f1.close()