Fix annotations
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@ -6,7 +6,7 @@ from typing import Iterable, Mapping, List, Dict, Union
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def compile(
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raw_model: Iterable[Mapping[str, str]], max_ngram_length: int = 1
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) -> Dict[str, Union[int, List[Union[str, int]]]]:
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) -> Dict[str, Union[str, int, List[int], List[str]]]:
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"""Compile a raw model.
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Parameters
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@ -60,14 +60,15 @@ def compile(
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except KeyError:
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word_weights[word] = {category: value}
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model: Dict[str, Union[int, List[Union[str, int]]]] = {}
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model: Dict[str, Union[str, int, List[int], List[str]]] = {}
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for word, weights in word_weights.items():
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total = sum(weights.values())
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model[word] = []
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new_weights: List[int] = []
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for category in names:
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model[word].append(
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new_weights.append(
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round((weights.get(category, 0) / total) * 65535)
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)
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model[word] = new_weights
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model["__names__"] = names
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model["__ngrams__"] = max_ngram_length
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