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chore(core/workflow/utils/variable_template_parser): Refactor VariableTemplateParser class for better readability and maintainability. (#5328)
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@ -7,11 +7,35 @@ REGEX = re.compile(r"\{\{(#[a-zA-Z0-9_]{1,50}(\.[a-zA-Z_][a-zA-Z0-9_]{0,29}){1,1
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class VariableTemplateParser:
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class VariableTemplateParser:
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"""
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"""
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A class for parsing and manipulating template variables in a string.
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Rules:
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Rules:
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1. Template variables must be enclosed in `{{}}`.
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1. Template variables must be enclosed in `{{}}`.
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2. The template variable Key can only be: #node_id.var1.var2#.
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2. The template variable Key can only be: #node_id.var1.var2#.
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3. The template variable Key cannot contain new lines or spaces, and must comply with rule 2.
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3. The template variable Key cannot contain new lines or spaces, and must comply with rule 2.
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Example usage:
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template = "Hello, {{#node_id.query.name#}}! Your age is {{#node_id.query.age#}}."
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parser = VariableTemplateParser(template)
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# Extract template variable keys
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variable_keys = parser.extract()
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print(variable_keys)
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# Output: ['#node_id.query.name#', '#node_id.query.age#']
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# Extract variable selectors
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variable_selectors = parser.extract_variable_selectors()
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print(variable_selectors)
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# Output: [VariableSelector(variable='#node_id.query.name#', value_selector=['node_id', 'query', 'name']),
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# VariableSelector(variable='#node_id.query.age#', value_selector=['node_id', 'query', 'age'])]
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# Format the template string
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inputs = {'#node_id.query.name#': 'John', '#node_id.query.age#': 25}}
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formatted_string = parser.format(inputs)
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print(formatted_string)
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# Output: "Hello, John! Your age is 25."
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"""
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"""
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def __init__(self, template: str):
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def __init__(self, template: str):
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@ -19,6 +43,12 @@ class VariableTemplateParser:
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self.variable_keys = self.extract()
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self.variable_keys = self.extract()
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def extract(self) -> list:
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def extract(self) -> list:
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"""
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Extracts all the template variable keys from the template string.
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Returns:
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A list of template variable keys.
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"""
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# Regular expression to match the template rules
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# Regular expression to match the template rules
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matches = re.findall(REGEX, self.template)
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matches = re.findall(REGEX, self.template)
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@ -27,6 +57,12 @@ class VariableTemplateParser:
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return list(set(first_group_matches))
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return list(set(first_group_matches))
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def extract_variable_selectors(self) -> list[VariableSelector]:
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def extract_variable_selectors(self) -> list[VariableSelector]:
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"""
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Extracts the variable selectors from the template variable keys.
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Returns:
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A list of VariableSelector objects representing the variable selectors.
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"""
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variable_selectors = []
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variable_selectors = []
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for variable_key in self.variable_keys:
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for variable_key in self.variable_keys:
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remove_hash = variable_key.replace('#', '')
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remove_hash = variable_key.replace('#', '')
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@ -42,6 +78,16 @@ class VariableTemplateParser:
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return variable_selectors
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return variable_selectors
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def format(self, inputs: dict, remove_template_variables: bool = True) -> str:
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def format(self, inputs: dict, remove_template_variables: bool = True) -> str:
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"""
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Formats the template string by replacing the template variables with their corresponding values.
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Args:
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inputs: A dictionary containing the values for the template variables.
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remove_template_variables: A boolean indicating whether to remove the template variables from the output.
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Returns:
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The formatted string with template variables replaced by their values.
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"""
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def replacer(match):
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def replacer(match):
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key = match.group(1)
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key = match.group(1)
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value = inputs.get(key, match.group(0)) # return original matched string if key not found
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value = inputs.get(key, match.group(0)) # return original matched string if key not found
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@ -59,4 +105,13 @@ class VariableTemplateParser:
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@classmethod
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@classmethod
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def remove_template_variables(cls, text: str):
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def remove_template_variables(cls, text: str):
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"""
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Removes the template variables from the given text.
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Args:
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text: The text from which to remove the template variables.
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Returns:
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The text with template variables removed.
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"""
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return re.sub(REGEX, r'{\1}', text)
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return re.sub(REGEX, r'{\1}', text)
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