🔧 chore(base.py): refactor field formatting logic into a separate class
💡 refactor(base.py): The field formatting logic in the FrontendNode class has been refactored into a separate class called FieldFormatters. This improves code organization and separation of concerns, making it easier to maintain and extend the field formatting functionality in the future.
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1 changed files with 38 additions and 27 deletions
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@ -1,12 +1,41 @@
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import re
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from typing import List, Optional
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from pydantic import BaseModel
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from pydantic import BaseModel, Field
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from langflow.template.frontend_node.constants import FORCE_SHOW_FIELDS
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from langflow.template.field.base import TemplateField
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from langflow.template.template.base import Template
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from langflow.utils import constants
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from langflow.template.frontend_node.formatter import field_formatters
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class FieldFormatters(BaseModel):
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formatters = {
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"openai_api_key": field_formatters.OpenAIAPIKeyFormatter(),
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}
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base_formatters = {
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"kwargs": field_formatters.KwargsFormatter(),
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"optional": field_formatters.RemoveOptionalFormatter(),
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"list": field_formatters.ListTypeFormatter(),
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"dict": field_formatters.DictTypeFormatter(),
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"union": field_formatters.UnionTypeFormatter(),
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"multiline": field_formatters.MultilineFieldFormatter(),
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"show": field_formatters.ShowFieldFormatter(),
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"password": field_formatters.PasswordFieldFormatter(),
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"default": field_formatters.DefaultValueFormatter(),
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"headers": field_formatters.HeadersDefaultValueFormatter(),
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"dict_code_file": field_formatters.DictCodeFileFormatter(),
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"model_fields": field_formatters.ModelSpecificFieldFormatter(),
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}
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def format(self, field: TemplateField, name: Optional[str] = None) -> None:
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for key, formatter in self.base_formatters.items():
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formatter.format(field, name)
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for key, formatter in self.formatters.items():
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if key == field.name:
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formatter.format(field, name)
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class FrontendNode(BaseModel):
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@ -16,6 +45,13 @@ class FrontendNode(BaseModel):
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name: str = ""
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display_name: str = ""
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documentation: str = ""
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field_formatters: FieldFormatters = Field(default_factory=FieldFormatters)
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# field formatters is an instance attribute but it is not used in the class
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# so we need to create a method to get it
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@staticmethod
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def get_field_formatters() -> FieldFormatters:
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return FieldFormatters()
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def set_documentation(self, documentation: str) -> None:
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"""Sets the documentation of the frontend node."""
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@ -42,33 +78,8 @@ class FrontendNode(BaseModel):
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@staticmethod
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def format_field(field: TemplateField, name: Optional[str] = None) -> None:
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"""Formats a given field based on its attributes and value."""
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SPECIAL_FIELD_HANDLERS = {
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"allowed_tools": lambda field: "Tool",
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"max_value_length": lambda field: "int",
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}
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key = field.name
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value = field.to_dict()
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_type = value["type"]
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_type = FrontendNode.remove_optional(_type)
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_type, is_list = FrontendNode.check_for_list_type(_type)
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field.is_list = is_list or field.is_list
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_type = FrontendNode.replace_mapping_with_dict(_type)
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_type = FrontendNode.handle_union_type(_type)
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field.field_type = FrontendNode.handle_special_field(
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field, key, _type, SPECIAL_FIELD_HANDLERS
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)
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field.field_type = FrontendNode.handle_dict_type(field, _type)
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field.show = FrontendNode.should_show_field(key, field.required)
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field.password = FrontendNode.should_be_password(key, field.show)
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field.multiline = FrontendNode.should_be_multiline(key)
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FrontendNode.replace_default_value(field, value)
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FrontendNode.handle_specific_field_values(field, key, name)
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FrontendNode.handle_kwargs_field(field)
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FrontendNode.handle_api_key_field(field, key)
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FrontendNode.get_field_formatters().format(field, name)
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@staticmethod
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def remove_optional(_type: str) -> str:
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