flare / llm /validation_engine.py
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"""
Flare – Parameter Validation (locale-aware)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Locale-based validation with multi-language support
"""
import re
from typing import Any, Optional, List
from datetime import datetime
from config.config_models import ParameterConfig
from config.locale_manager import LocaleManager
from utils.logger import log_info, log_error, log_warning, log_debug
def validate(value: str, param: ParameterConfig, locale: Optional[str] = None) -> bool:
"""Validate parameter value based on type and locale"""
t = param.canonical_type()
if t == "int":
if not value.isdigit():
return False
elif t == "float":
try:
float(value)
except ValueError:
return False
elif t in ("str", "string"):
pass # All strings are valid
elif t == "bool":
# Locale-aware boolean validation
return validate_boolean(value, locale)
elif t == "date":
try:
# Check if it's a valid ISO date format (YYYY-MM-DD)
datetime.strptime(value, "%Y-%m-%d")
except ValueError:
return False
# Regex validation if provided
if param.validation_regex and not re.fullmatch(param.validation_regex, value, re.I):
return False
return True
def validate_boolean(value: str, locale: Optional[str] = None) -> bool:
"""Validate boolean value based on locale"""
# Default values (always accepted)
default_true = ["1", "true"]
default_false = ["0", "false"]
value_lower = value.lower().strip()
# Check default values first
if value_lower in default_true or value_lower in default_false:
return True
# If no locale specified, use minimal validation
if not locale:
return value_lower in ["yes", "no", "evet", "hayır"]
try:
# Get locale data
locale_data = LocaleManager.get_locale(locale)
# Get boolean values from locale
boolean_values = locale_data.get("boolean_values", {})
true_values = boolean_values.get("true_values", [])
false_values = boolean_values.get("false_values", [])
# Include synonyms if available
yes_synonyms = boolean_values.get("yes_synonyms", [])
no_synonyms = boolean_values.get("no_synonyms", [])
# Combine all accepted values
all_true_values = set(true_values + yes_synonyms + default_true)
all_false_values = set(false_values + no_synonyms + default_false)
# Convert to lowercase for comparison
all_true_values = {v.lower() for v in all_true_values}
all_false_values = {v.lower() for v in all_false_values}
return value_lower in all_true_values or value_lower in all_false_values
except Exception as e:
log_error("⚠️ Error in locale-based boolean validation", e)
# Fallback to basic validation
return value_lower in ["yes", "no", "evet", "hayır", "1", "0", "true", "false"]
def get_boolean_value(value: str, locale: Optional[str] = None) -> Optional[bool]:
"""Convert locale-specific boolean string to Python bool"""
value_lower = value.lower().strip()
# Default true values
if value_lower in ["1", "true"]:
return True
if value_lower in ["0", "false"]:
return False
if not locale:
# Basic conversion without locale
if value_lower in ["yes", "evet"]:
return True
elif value_lower in ["no", "hayır"]:
return False
return None
try:
# Get locale data
locale_data = LocaleManager.get_locale(locale)
boolean_values = locale_data.get("boolean_values", {})
true_values = set(v.lower() for v in boolean_values.get("true_values", []))
false_values = set(v.lower() for v in boolean_values.get("false_values", []))
yes_synonyms = set(v.lower() for v in boolean_values.get("yes_synonyms", []))
no_synonyms = set(v.lower() for v in boolean_values.get("no_synonyms", []))
# Check if it's a true value
if value_lower in true_values or value_lower in yes_synonyms or value_lower == "1":
return True
# Check if it's a false value
if value_lower in false_values or value_lower in no_synonyms or value_lower == "0":
return False
return None
except Exception as e:
log_error("⚠️ Error converting boolean value", e)
return None
def get_supported_locales() -> List[str]:
"""Get list of supported locales for validation"""
return LocaleManager.list_available_locales()