import flair.datasets
# corpus = flair.datasets.UD_PERSIAN()
corpus = flair.datasets.UD_PERSIAN().downsample(0.1)

# print("--- 1 Original ---")
# print(corpus)
print("--- 2 Downsampled ---")
# print(corpus)

# create label dictionary for a Universal Part-of-Speech tagging task
upos_dictionary = corpus.make_label_dictionary(label_type='upos')
# print dictionary
# print(upos_dictionary)

# create label dictionary for a regular POS tagging task
pos_dictionary = corpus.make_label_dictionary(label_type='pos')
# create label dictionary for a morphological number tagging task
tense_dictionary = corpus.make_label_dictionary(label_type='number')
print()