chore(core/workflow/utils/variable_template_parser): Refactor VariableTemplateParser class for better readability and maintainability. (#5328)

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-LAN- 2024-06-17 21:18:56 +08:00 committed by GitHub
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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
class VariableTemplateParser:
"""
A class for parsing and manipulating template variables in a string.
Rules:
1. Template variables must be enclosed in `{{}}`.
2. The template variable Key can only be: #node_id.var1.var2#.
3. The template variable Key cannot contain new lines or spaces, and must comply with rule 2.
Example usage:
template = "Hello, {{#node_id.query.name#}}! Your age is {{#node_id.query.age#}}."
parser = VariableTemplateParser(template)
# Extract template variable keys
variable_keys = parser.extract()
print(variable_keys)
# Output: ['#node_id.query.name#', '#node_id.query.age#']
# Extract variable selectors
variable_selectors = parser.extract_variable_selectors()
print(variable_selectors)
# Output: [VariableSelector(variable='#node_id.query.name#', value_selector=['node_id', 'query', 'name']),
# VariableSelector(variable='#node_id.query.age#', value_selector=['node_id', 'query', 'age'])]
# Format the template string
inputs = {'#node_id.query.name#': 'John', '#node_id.query.age#': 25}}
formatted_string = parser.format(inputs)
print(formatted_string)
# Output: "Hello, John! Your age is 25."
"""
def __init__(self, template: str):
@ -19,6 +43,12 @@ class VariableTemplateParser:
self.variable_keys = self.extract()
def extract(self) -> list:
"""
Extracts all the template variable keys from the template string.
Returns:
A list of template variable keys.
"""
# Regular expression to match the template rules
matches = re.findall(REGEX, self.template)
@ -27,6 +57,12 @@ class VariableTemplateParser:
return list(set(first_group_matches))
def extract_variable_selectors(self) -> list[VariableSelector]:
"""
Extracts the variable selectors from the template variable keys.
Returns:
A list of VariableSelector objects representing the variable selectors.
"""
variable_selectors = []
for variable_key in self.variable_keys:
remove_hash = variable_key.replace('#', '')
@ -42,6 +78,16 @@ class VariableTemplateParser:
return variable_selectors
def format(self, inputs: dict, remove_template_variables: bool = True) -> str:
"""
Formats the template string by replacing the template variables with their corresponding values.
Args:
inputs: A dictionary containing the values for the template variables.
remove_template_variables: A boolean indicating whether to remove the template variables from the output.
Returns:
The formatted string with template variables replaced by their values.
"""
def replacer(match):
key = match.group(1)
value = inputs.get(key, match.group(0)) # return original matched string if key not found
@ -59,4 +105,13 @@ class VariableTemplateParser:
@classmethod
def remove_template_variables(cls, text: str):
"""
Removes the template variables from the given text.
Args:
text: The text from which to remove the template variables.
Returns:
The text with template variables removed.
"""
return re.sub(REGEX, r'{\1}', text)