Refactor CreateRecordComponent to dynamically create a Record with a specified number of fields
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1 changed files with 62 additions and 10 deletions
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@ -1,25 +1,77 @@
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from langflow.interface.custom.custom_component import CustomComponent
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from typing import Any
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from langflow.custom import CustomComponent
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from langflow.schema import Record
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from langflow.schema.dotdict import dotdict
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from langflow.template.field.base import TemplateField
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class CreateRecordComponent(CustomComponent):
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display_name = "Create Record"
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description = "Create a Record structure using text-based key/value pairs."
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beta: bool = True
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description = "Dynamically create a Record with a specified number of fields."
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field_order = ["number_of_fields", "text_key"]
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def update_build_config(self, build_config: dotdict, field_value: Any, field_name: str | None = None):
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if field_name == "number_of_fields":
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default_keys = ["code", "_type", "number_of_fields", "text_key"]
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try:
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field_value_int = int(field_value)
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except TypeError:
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return build_config
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existing_fields = {}
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if field_value_int > 15:
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raise ValueError("Number of fields cannot exceed 15. Try using a Component to combine two Records.")
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if len(build_config) > len(default_keys) + field_value_int:
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# back up the existing template fields
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for key in build_config.copy():
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if key not in default_keys:
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existing_fields[key] = build_config.pop(key)
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for i in range(1, field_value_int + 1):
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key = f"field_{i}_key"
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if key in existing_fields:
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field = existing_fields[key]
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build_config[key] = field
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else:
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field = TemplateField(
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display_name=f"Field {i}",
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name=key,
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info=f"Key for field {i}.",
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field_type="dict",
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input_types=["Text", "Record"],
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)
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build_config[field.name] = field.to_dict()
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return build_config
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def build_config(self):
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return {
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"data": {
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"display_name": "Data",
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"info": "Data to contruct the record.",
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"input_types": ["Text"],
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}
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"number_of_fields": {
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"display_name": "Number of Fields",
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"info": "Number of fields to be added to the record.",
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"real_time_refresh": True,
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},
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"text_key": {
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"display_name": "Text Key",
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"info": "Key to be used as text.",
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"advanced": True,
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},
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}
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def build(
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self,
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data: dict,
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number_of_fields: int = 0,
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text_key: str = "text",
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**kwargs,
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) -> Record:
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return_record = Record(data=data)
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data = {}
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for value_dict in kwargs.values():
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if isinstance(value_dict, dict):
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# Check if the value of the value_dict is a Record
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value_dict = {
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key: value.get_text() if isinstance(value, Record) else value for key, value in value_dict.items()
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}
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data.update(value_dict)
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return_record = Record(data=data, text_key=text_key)
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self.status = return_record
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return return_record
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