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How to Validate JSON Schema Shape in Python

Validate JSON data against a schema using manual checks for required fields, types, and constraints.

json validation schema
Python 
import json
from typing import Any, Dict

def validate_person_schema(data: Dict[str, Any]) -> bool:
    """Validate a person object against expected schema shape."""
    if not isinstance(data, dict):
        return False
    
    # Required fields check
    required_fields = {"name", "age", "email"}
    if not requir…
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