| import hashlib |
| from pathlib import Path |
| from typing import Union |
| |
| HASH_LENGTH = 12 |
| |
| def generate_model_id(model_name: str, model_script_path: Union[str, Path]) -> str: |
| """ |
| Generate a unique model identifier by combining the model name with a content hash. |
| |
| Args: |
| model_name: Name of the machine learning model |
| model_script_path: Path to the model's script file |
| |
| Returns: |
| str: Combined identifier in format 'model_name_contenthash' |
| """ |
| def calculate_content_hash(file_content: str) -> str: |
| return hashlib.sha1(file_content.encode()).hexdigest()[:HASH_LENGTH] |
| |
| script_content = Path(model_script_path).read_text() |
| content_hash = calculate_content_hash(script_content) |
| |
| return f"{model_name}_{content_hash}" |
