📘 Overview

CodeAutoGeneratedFilter is a filter operator that filters auto-generated code files using scores from CodeAutoGeneratedSampleEvaluator to ensure only human-written code is retained.

__init__

def __init__(self, min_score: float = 1.0, max_score: float = 1.0, is_generated_func: Optional[Callable[[], bool]] = None)

init Parameter Descriptions

Parameter	Type	Default Value	Description
min_score	float	1.0	Minimum auto-generation score threshold.
max_score	float	1.0	Maximum auto-generation score threshold.
is_generated_func	Optional[Callable[[], bool]]	None	Optional external detection function for additional validation.

Prompt Template Descriptions

Prompt Template Name	Primary Use	Applicable Scenarios	Feature Description

run

def run(self, storage: DataFlowStorage, input_key: str, output_key: str = "auto_generated_filter_label")

Parameters

Name	Type	Default Value	Description
storage	DataFlowStorage	Required	Data storage object responsible for reading and writing data.
input_key	str	Required	Input column name, corresponding to the code field.
output_key	str	"auto_generated_filter_label"	Output column name, corresponding to the generated filter label.

🧠 Example Usage

🧾 Default Output Format

Field	Type	Description
[input_key]	str	The input code text.
CodeAutoGeneratedScore	float	A comprehensive auto-generation score from 0-1, where 1 means not auto-generated.
auto_generated_filter_label	int	The filter label, where 1 indicates the sample passed the filter and 0 indicates it failed.

Example Input:

{
  "code": "def add(a, b):\n    # A simple function to add two numbers.\n    return a + b"
}

Example Output:

{
  "code": "def add(a, b):\n    # A simple function to add two numbers.\n    return a + b",
  "CodeAutoGeneratedScore": 1.0,
  "auto_generated_filter_label": 1
}