Convert JSON to TypeScript, Python & Go Types
Manually typing API responses creates friction, causes synchronization bugs, and introduces human typing mistakes. Automating type definitions ensures compile-time error checking, rich IDE autocompletion, and zero-overhead validation across distributed architectures.
1. TypeScript: Interfaces vs Type Aliases
When mapping JSON payloads to TypeScript, nested structures should be broken down into composable interfaces. Optional keys must be demarcated with the ? operator, and union types should represent variable schema payloads.
export interface UserResponse {
id: string;
name: string;
email: string;
isActive: boolean;
roles: Array<'admin' | 'editor' | 'viewer'>;
profile: UserProfile;
lastLogin?: string; // Optional field
}
export interface UserProfile {
avatarUrl: string | null;
timezone: string;
preferences: Record;
}
When consuming third-party API payloads, mark fields as readonly (e.g. readonly id: string;) to prevent accidental mutation of inbound network data in frontend state stores.
2. Python: Pydantic v2 vs Dataclasses
In modern Python (3.10+), developers commonly choose between standard library @dataclass for lightweight models, or Pydantic v2 for runtime data coercion and strict schema enforcement.
from typing import List, Optional, Dict
from pydantic import BaseModel, Field, HttpUrl
from datetime import datetime
class UserProfile(BaseModel):
avatar_url: Optional[str] = None
timezone: str = "UTC"
preferences: Dict[str, bool] = Field(default_factory=dict)
class UserResponse(BaseModel):
id: str
name: str
email: str
is_active: bool
roles: List[str]
profile: UserProfile
last_login: Optional[datetime] = None
class Config:
populate_by_name = True
3. Go: Structs with JSON Tags &
Go requires struct tags to map uppercase exported struct fields to camelCase or snake_case JSON keys. Use omitempty when generating payload encoders to omit zero-value fields from outbound JSON strings.
package models
import "time"
type UserProfile struct {
AvatarURL *string
Timezone string
Preferences map[string]bool
}
type UserResponse struct {
ID string
Name string
Email string
IsActive bool
Roles []string
Profile UserProfile
LastLogin *time.Time
}
In Go, primitive fields like bool or int default to zero values (false, 0) when unmarshaled. To distinguish between an explicit null value and a zero value, always use pointers (e.g. *string or *int).
Instant 1-Click Code Generation
Instead of handwriting hundreds of lines of boilerplate models, open JSONLints Studio, paste any sample JSON payload, switch to the TypeScript or Code converter, and copy production-ready type definitions instantly.