Files
gogo2/COBY/utils/validation.py
2025-08-04 15:50:54 +03:00

217 lines
5.2 KiB
Python

"""
Data validation utilities for the COBY system.
"""
import re
from typing import List, Optional
from decimal import Decimal, InvalidOperation
def validate_symbol(symbol: str) -> bool:
"""
Validate trading symbol format.
Args:
symbol: Trading symbol to validate
Returns:
bool: True if valid, False otherwise
"""
if not symbol or not isinstance(symbol, str):
return False
# Basic symbol format validation (e.g., BTCUSDT, ETH-USD)
pattern = r'^[A-Z0-9]{2,10}[-/]?[A-Z0-9]{2,10}$'
return bool(re.match(pattern, symbol.upper()))
def validate_price(price: float) -> bool:
"""
Validate price value.
Args:
price: Price to validate
Returns:
bool: True if valid, False otherwise
"""
if not isinstance(price, (int, float, Decimal)):
return False
try:
price_decimal = Decimal(str(price))
return price_decimal > 0 and price_decimal < Decimal('1e10') # Reasonable upper bound
except (InvalidOperation, ValueError):
return False
def validate_volume(volume: float) -> bool:
"""
Validate volume value.
Args:
volume: Volume to validate
Returns:
bool: True if valid, False otherwise
"""
if not isinstance(volume, (int, float, Decimal)):
return False
try:
volume_decimal = Decimal(str(volume))
return volume_decimal >= 0 and volume_decimal < Decimal('1e15') # Reasonable upper bound
except (InvalidOperation, ValueError):
return False
def validate_exchange_name(exchange: str) -> bool:
"""
Validate exchange name.
Args:
exchange: Exchange name to validate
Returns:
bool: True if valid, False otherwise
"""
if not exchange or not isinstance(exchange, str):
return False
# Exchange name should be alphanumeric with possible underscores/hyphens
pattern = r'^[a-zA-Z0-9_-]{2,20}$'
return bool(re.match(pattern, exchange))
def validate_timestamp_range(start_time, end_time) -> List[str]:
"""
Validate timestamp range.
Args:
start_time: Start timestamp
end_time: End timestamp
Returns:
List[str]: List of validation errors (empty if valid)
"""
errors = []
if start_time is None:
errors.append("Start time cannot be None")
if end_time is None:
errors.append("End time cannot be None")
if start_time and end_time and start_time >= end_time:
errors.append("Start time must be before end time")
return errors
def validate_bucket_size(bucket_size: float) -> bool:
"""
Validate price bucket size.
Args:
bucket_size: Bucket size to validate
Returns:
bool: True if valid, False otherwise
"""
if not isinstance(bucket_size, (int, float, Decimal)):
return False
try:
size_decimal = Decimal(str(bucket_size))
return size_decimal > 0 and size_decimal <= Decimal('1000') # Reasonable upper bound
except (InvalidOperation, ValueError):
return False
def validate_speed_multiplier(speed: float) -> bool:
"""
Validate replay speed multiplier.
Args:
speed: Speed multiplier to validate
Returns:
bool: True if valid, False otherwise
"""
if not isinstance(speed, (int, float)):
return False
return 0.01 <= speed <= 100.0 # 1% to 100x speed
def sanitize_symbol(symbol: str) -> str:
"""
Sanitize and normalize symbol format.
Args:
symbol: Symbol to sanitize
Returns:
str: Sanitized symbol
"""
if not symbol:
return ""
# Remove whitespace and convert to uppercase
sanitized = symbol.strip().upper()
# Remove invalid characters
sanitized = re.sub(r'[^A-Z0-9/-]', '', sanitized)
return sanitized
def validate_percentage(value: float, min_val: float = 0.0, max_val: float = 100.0) -> bool:
"""
Validate percentage value.
Args:
value: Percentage value to validate
min_val: Minimum allowed value
max_val: Maximum allowed value
Returns:
bool: True if valid, False otherwise
"""
if not isinstance(value, (int, float)):
return False
return min_val <= value <= max_val
def validate_connection_config(config: dict) -> List[str]:
"""
Validate connection configuration.
Args:
config: Configuration dictionary
Returns:
List[str]: List of validation errors (empty if valid)
"""
errors = []
# Required fields
required_fields = ['host', 'port']
for field in required_fields:
if field not in config:
errors.append(f"Missing required field: {field}")
# Validate host
if 'host' in config:
host = config['host']
if not isinstance(host, str) or not host.strip():
errors.append("Host must be a non-empty string")
# Validate port
if 'port' in config:
port = config['port']
if not isinstance(port, int) or not (1 <= port <= 65535):
errors.append("Port must be an integer between 1 and 65535")
return errors