import random
import re
import string
-from typing import Any, Callable, List, Optional
+from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple
import unicodedata
from uuid import uuid4
return "rd"
else:
return "th"
+
+
+def ngrams(txt: str, n: int):
+ words = txt.split()
+ return ngrams_presplit(words, n)
+
+
+def ngrams_presplit(words: Iterable[str], n: int):
+ for ngram in zip(*[words[i:] for i in range(n)]):
+ yield(' '.join(ngram))
+
+
+def bigrams(txt: str):
+ return ngrams(txt, 2)
+
+
+def trigrams(txt: str):
+ return ngrams(txt, 3)
+
+
+def shuffle_columns(
+ txt: Iterable[str],
+ specs: Iterable[Iterable[int]],
+ delim=''
+) -> Iterable[str]:
+ out = []
+ for spec in specs:
+ chunk = ''
+ for n in spec:
+ chunk = chunk + delim + txt[n]
+ chunk = chunk.strip(delim)
+ out.append(chunk)
+ return out
+
+
+def shuffle_columns_into_dict(
+ txt: Iterable[str],
+ specs: Iterable[Tuple[str, Iterable[int]]],
+ delim=''
+) -> Dict[str, str]:
+ out = {}
+ for spec in specs:
+ chunk = ''
+ for n in spec[1]:
+ chunk = chunk + delim + txt[n]
+ chunk = chunk.strip(delim)
+ out[spec[0]] = chunk
+ return out
+
+
+def interpolate_using_dict(txt: str, values: Dict[str, str]) -> str:
+ return sprintf(txt.format(**values), end='')