from collections import Counter

from datasets import load_dataset, set_caching_enabled

# If you need to force clear the cache 
# set_caching_enabled(False)

# source = "HoC.py"
source = "qanastek/HoC"

dataset = load_dataset(source)
# dataset = load_dataset(source, "HoC")

print(dataset)

f = dataset["validation"][0]
print(f)

print()
print("#"*100)
print()

lengths = []

for e in dataset["train"]:
    l = len(e["label"])
    if l == 0 or l >= 4:
        print(l, " => ", e, "\n")
    lengths.append(l)

for e in dataset["validation"]:
    l = len(e["label"])
    if l == 0 or l >= 4:
        print(l, " => ", e, "\n")
    lengths.append(l)

for e in dataset["test"]:
    l = len(e["label"])
    if l == 0 or l >= 4:
        print(l, " => ", e, "\n")
    lengths.append(l)

print(Counter(lengths))