netrun-validation

Comprehensive Pydantic validators and custom types for Netrun Systems portfolio applications.

Features

• Generic Validators: Reusable validators for common patterns (enum values, ranges, non-empty strings, etc.)
• Environment Validators: Validate environment names, log levels, and provider selections
• Security Validators: Password strength, secret keys, API keys, JWT tokens with entropy calculation
• Network Validators: URLs, database URLs, IP addresses, ports, CORS origins
• DateTime Validators: ISO timestamps, timezones, date ranges, future/past dates
• Custom Pydantic Types: Auto-validated types for Email, URLs, Passwords, Secrets, and more
• Decorators: Function input/output validation and sanitization

Installation

pip install netrun-validation

Quick Start

Using Custom Types (Auto-Validated)

from pydantic import BaseModel
from netrun.validation import Email, SecureURL, StrongPassword, PortNumber

class User(BaseModel):
    email: Email
    website: SecureURL
    password: StrongPassword

class ServerConfig(BaseModel):
    port: PortNumber
    allowed_origins: list[str]

# Auto-validation on instantiation
user = User(
    email="user@example.com",
    website="https://example.com",  # Must be HTTPS
    password="P@ssw0rd123"  # Must meet strength requirements
)

config = ServerConfig(
    port=8080,  # Must be 1-65535
    allowed_origins=["https://app.example.com"]
)

Using Validators with Field Validators

from pydantic import BaseModel, field_validator
from netrun.validation import validate_environment, validate_database_url

class Settings(BaseModel):
    environment: str
    database_url: str

    @field_validator("environment")
    @classmethod
    def check_environment(cls, v):
        return validate_environment(v)

    @field_validator("database_url")
    @classmethod
    def check_database_url(cls, v):
        return validate_database_url(v)

# Valid instantiation
settings = Settings(
    environment="production",  # Validates against allowed environments
    database_url="postgresql://user:pass@localhost:5432/db"
)

Custom Types Reference

Validators Reference

Generic Validators

from netrun.validation import (
    validate_enum_value,
    validate_range,
    validate_non_empty,
    validate_list_from_csv,
    validate_positive_int,
    validate_percentage,
)

# Enum validation
env = validate_enum_value("production", ["dev", "staging", "production"], "environment")

# Range validation
temperature = validate_range(0.7, 0.0, 2.0, "temperature")

# Non-empty string
name = validate_non_empty("John Doe", "name")

# CSV to list
origins = validate_list_from_csv("http://localhost:3000,https://example.com")
# Returns: ['http://localhost:3000', 'https://example.com']

# Positive integer
pool_size = validate_positive_int(10, "pool_size")

# Percentage
completion = validate_percentage(75.5, "completion")

Environment Validators

from netrun.validation import (
    validate_environment,
    validate_log_level,
    validate_llm_provider,
    validate_voice_provider,
)

env = validate_environment("production")  # Validates against standard environments
log_level = validate_log_level("INFO")  # Validates against Python log levels
llm = validate_llm_provider("openai")  # Validates LLM provider
voice = validate_voice_provider("azure")  # Validates voice provider

Security Validators

from netrun.validation import (
    validate_secret_key,
    validate_password_strength,
    validate_api_key_format,
    calculate_entropy,
)

# Secret key (32+ characters)
secret = validate_secret_key("a" * 32)

# Password strength
password = validate_password_strength(
    "P@ssw0rd123",
    min_length=8,
    require_uppercase=True,
    require_lowercase=True,
    require_digit=True,
    require_special=False,
)

# API key format
api_key = validate_api_key_format("sk-" + "a" * 20, prefix="sk-", min_length=20)

# Calculate password entropy
entropy = calculate_entropy("P@ssw0rd123")  # Returns float (bits per character)

Network Validators

from netrun.validation import (
    validate_url,
    validate_database_url,
    validate_redis_url,
    validate_ip_address,
    validate_port,
    validate_cors_origins,
)

# URL validation
url = validate_url("https://api.example.com", require_https=True)

# Database URL
db_url = validate_database_url("postgresql://user:pass@localhost:5432/db")

# Redis URL
redis_url = validate_redis_url("redis://localhost:6379/0")

# IP address
ip = validate_ip_address("192.168.1.1")

# Port number
port = validate_port(8080)

# CORS origins
origins = validate_cors_origins("http://localhost:3000,https://example.com")
# Returns: ['http://localhost:3000', 'https://example.com']

DateTime Validators

from datetime import datetime
from netrun.validation import (
    validate_iso_timestamp,
    validate_timezone,
    validate_date_range,
    validate_future_date,
    validate_past_date,
)

# ISO timestamp
dt = validate_iso_timestamp("2025-01-15T10:30:00Z")

# Timezone
tz = validate_timezone("America/New_York")

# Date range
dt = validate_date_range(
    datetime(2025, 1, 15),
    min_date=datetime(2025, 1, 1),
    max_date=datetime(2025, 12, 31)
)

# Future date
future = validate_future_date(datetime(2026, 1, 1))

# Past date
past = validate_past_date(datetime(2024, 1, 1))

Decorators

Function Input Validation

from netrun.validation import validate_input, validate_non_empty

@validate_input(validate_non_empty)
def greet(name: str) -> str:
    return f"Hello, {name}!"

greet("Alice")  # OK
greet("")  # Raises ValueError

Output Sanitization

from netrun.validation import sanitize_output

@sanitize_output(["password", "secret"])
def get_user() -> dict:
    return {
        "name": "Alice",
        "password": "secret123",
        "email": "alice@example.com"
    }

result = get_user()
# Returns: {"name": "Alice", "password": "***REDACTED***", "email": "alice@example.com"}

Type Validation

from netrun.validation import validate_type

@validate_type(name=str, age=int)
def create_user(name: str, age: int) -> dict:
    return {"name": name, "age": age}

create_user(name="Alice", age=30)  # OK
create_user(name="Alice", age="30")  # Raises TypeError

Real-World Example

from pydantic import BaseModel, field_validator
from netrun.validation import (
    Email,
    SecureURL,
    DatabaseURL,
    JWTSecret,
    PortNumber,
    PositiveInt,
    Environment,
    LogLevel,
    validate_cors_origins,
)

class WilburSettings(BaseModel):
    # Application Configuration
    app_name: str = "Wilbur AI Assistant"
    app_environment: Environment = "development"
    app_port: PortNumber = 8080

    # Security
    app_secret_key: JWTSecret
    jwt_secret_key: JWTSecret

    # Database
    database_url: DatabaseURL
    database_pool_size: PositiveInt = 10

    # API Configuration
    api_endpoint: SecureURL
    admin_email: Email

    # CORS
    cors_origins: list[str]

    # Logging
    log_level: LogLevel = "INFO"

    @field_validator("cors_origins", mode="before")
    @classmethod
    def validate_cors(cls, v):
        return validate_cors_origins(v)

# Usage
settings = WilburSettings(
    app_environment="production",
    app_port=8000,
    app_secret_key="a" * 32,
    jwt_secret_key="b" * 32,
    database_url="postgresql://user:pass@localhost:5432/wilbur",
    database_pool_size=20,
    api_endpoint="https://api.wilbur.ai",
    admin_email="admin@wilbur.ai",
    cors_origins="https://app.wilbur.ai,https://admin.wilbur.ai",
    log_level="INFO",
)

Testing

Run tests with pytest:

cd /data/workspace/github/Netrun_Service_Library_v2/packages/netrun-validation
pytest tests/ -v --cov=netrun.validation --cov-report=term-missing

Development

# Install in development mode
pip install -e ".[dev]"

# Run tests with coverage
pytest tests/ -v --cov=netrun.validation --cov-report=html

# Format code
black src/ tests/

# Lint code
ruff check src/ tests/

License

MIT License - see LICENSE file for details.

Author

Daniel Garza Netrun Systems daniel@netrunsystems.com

Links

• Documentation
• GitHub Repository
• Issue Tracker