Upload processors.py with huggingface_hub
Browse files- processors.py +17 -4
processors.py
CHANGED
@@ -15,9 +15,20 @@ class ToStringStripped(FieldOperator):
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return str(text).strip()
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class
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def process_value(self, text: Any) -> Any:
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return [
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class RegexParser(FieldOperator):
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@@ -111,7 +122,7 @@ class FirstCharacter(FieldOperator):
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class TakeFirstWord(FieldOperator):
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def process_value(self, text: Any) -> Any:
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match = re.search(r"[\w]+", text)
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if match:
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return text[match.start() : match.end()]
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return ""
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@@ -121,7 +132,9 @@ class YesNoToInt(FieldOperator):
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def process_value(self, text: Any) -> Any:
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if text == "yes":
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return "1"
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class ToYesOrNone(FieldOperator):
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return str(text).strip()
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class Split(FieldOperator):
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delimiter: str = " "
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strip_every_element: bool = False
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def process_value(self, text: Any) -> Any:
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return [
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x.strip() if self.strip_every_element else x
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for x in text.split(self.delimiter)
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]
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class ToListByComma(Split):
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delimiter = ","
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strip_every_element = True
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class RegexParser(FieldOperator):
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class TakeFirstWord(FieldOperator):
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def process_value(self, text: Any) -> Any:
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match = re.search(r"([-]*[0-9]+(\.([0-9]+))*)|([\w]+)", text)
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if match:
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return text[match.start() : match.end()]
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return ""
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def process_value(self, text: Any) -> Any:
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if text == "yes":
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return "1"
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if text == "no":
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return "0"
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return text
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class ToYesOrNone(FieldOperator):
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