l / streamlit_app /utils /config.py
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#!/usr/bin/env python3
"""
Configuration Manager
Handles all configuration settings for the NZ Legislation Loophole Analysis application.
Provides default configurations, persistent storage, and validation.
"""
import json
import os
from pathlib import Path
from typing import Dict, Any, Optional
import streamlit as st
class ConfigManager:
"""Configuration manager for the application"""
def __init__(self, config_file: str = None):
"""
Initialize configuration manager
Args:
config_file: Path to configuration file (optional)
"""
if config_file is None:
config_dir = Path(__file__).parent.parent / 'config'
config_dir.mkdir(exist_ok=True)
config_file = config_dir / 'app_config.json'
self.config_file = Path(config_file)
self._config = {}
self._load_config()
def _load_config(self):
"""Load configuration from file or use defaults"""
if self.config_file.exists():
try:
with open(self.config_file, 'r', encoding='utf-8') as f:
self._config = json.load(f)
# Validate and merge with defaults
self._config = self._merge_with_defaults(self._config)
except (json.JSONDecodeError, IOError) as e:
print(f"Warning: Could not load config file: {e}")
self._config = self._get_default_config()
else:
self._config = self._get_default_config()
def _get_default_config(self) -> Dict[str, Any]:
"""Get default configuration"""
return {
'model': {
'path': 'qwen3.gguf',
'repo_id': 'DavidAU/Qwen3-Zero-Coder-Reasoning-0.8B-NEO-EX-GGUF',
'filename': 'Qwen3-Zero-Coder-Reasoning-0.8B-NEO-EX-D_AU-IQ4_XS-imat.gguf',
'context_length': 40960,
'max_tokens': 4096,
'temperature': 0.3,
'top_p': 0.85,
'top_k': 50,
'repeat_penalty': 1.15
},
'processing': {
'chunk_size': 4096,
'chunk_overlap': 256,
'batch_size': 16,
'clean_text': True,
'preserve_structure': True
},
'cache': {
'enabled': True,
'max_size_mb': 1024,
'ttl_hours': 24,
'persistent': True
},
'analysis': {
'depth': 'Standard',
'include_recommendations': True,
'focus_areas': ['loopholes', 'ambiguities', 'unintended_consequences'],
'legal_domains': ['constitutional', 'administrative', 'criminal', 'civil']
},
'ui': {
'theme': 'Auto',
'show_progress': True,
'auto_refresh': False,
'max_display_items': 50
},
'advanced': {
'debug_mode': False,
'log_level': 'INFO',
'memory_limit_mb': 8192,
'thread_pool_size': 4,
'save_intermediate_results': True
}
}
def _merge_with_defaults(self, user_config: Dict[str, Any]) -> Dict[str, Any]:
"""Merge user configuration with defaults"""
default_config = self._get_default_config()
def merge_dicts(default: Dict[str, Any], user: Dict[str, Any]) -> Dict[str, Any]:
merged = default.copy()
for key, value in user.items():
if key in merged and isinstance(merged[key], dict) and isinstance(value, dict):
merged[key] = merge_dicts(merged[key], value)
else:
merged[key] = value
return merged
return merge_dicts(default_config, user_config)
def get_config(self) -> Dict[str, Any]:
"""Get current configuration"""
return self._config.copy()
def update_config(self, new_config: Dict[str, Any]):
"""Update configuration with validation"""
# Validate configuration
if self._validate_config(new_config):
self._config = self._merge_with_defaults(new_config)
self._save_config()
else:
raise ValueError("Invalid configuration provided")
def _validate_config(self, config: Dict[str, Any]) -> bool:
"""Validate configuration values"""
try:
# Model validation
model_config = config.get('model', {})
if model_config.get('context_length', 0) < 1024:
return False
if model_config.get('max_tokens', 0) < 64:
return False
if not (0 <= model_config.get('temperature', 0) <= 2):
return False
# Processing validation
proc_config = config.get('processing', {})
if proc_config.get('chunk_size', 0) < 256:
return False
if proc_config.get('chunk_overlap', 0) >= proc_config.get('chunk_size', 1):
return False
if proc_config.get('batch_size', 0) < 1:
return False
# Cache validation
cache_config = config.get('cache', {})
if cache_config.get('max_size_mb', 0) < 100:
return False
if cache_config.get('ttl_hours', 0) < 1:
return False
return True
except Exception:
return False
def _save_config(self):
"""Save configuration to file"""
try:
self.config_file.parent.mkdir(exist_ok=True)
with open(self.config_file, 'w', encoding='utf-8') as f:
json.dump(self._config, f, indent=2, ensure_ascii=False)
except IOError as e:
print(f"Warning: Could not save config file: {e}")
def reset_to_defaults(self):
"""Reset configuration to defaults"""
self._config = self._get_default_config()
self._save_config()
def get_section(self, section: str) -> Dict[str, Any]:
"""Get a specific configuration section"""
return self._config.get(section, {})
def update_section(self, section: str, values: Dict[str, Any]):
"""Update a specific configuration section"""
if section not in self._config:
self._config[section] = {}
self._config[section].update(values)
# Validate the updated config
if self._validate_config(self._config):
self._save_config()
else:
raise ValueError(f"Invalid configuration for section: {section}")
def export_config(self, filepath: str) -> bool:
"""Export configuration to file"""
try:
with open(filepath, 'w', encoding='utf-8') as f:
json.dump(self._config, f, indent=2, ensure_ascii=False)
return True
except IOError:
return False
def import_config(self, filepath: str) -> bool:
"""Import configuration from file"""
try:
with open(filepath, 'r', encoding='utf-8') as f:
imported_config = json.load(f)
if self._validate_config(imported_config):
self._config = self._merge_with_defaults(imported_config)
self._save_config()
return True
else:
return False
except (IOError, json.JSONDecodeError):
return False
def get_model_config(self) -> Dict[str, Any]:
"""Get model-specific configuration"""
return self._config.get('model', {})
def get_processing_config(self) -> Dict[str, Any]:
"""Get processing-specific configuration"""
return self._config.get('processing', {})
def get_cache_config(self) -> Dict[str, Any]:
"""Get cache-specific configuration"""
return self._config.get('cache', {})
def get_ui_config(self) -> Dict[str, Any]:
"""Get UI-specific configuration"""
return self._config.get('ui', {})
def get_advanced_config(self) -> Dict[str, Any]:
"""Get advanced configuration"""
return self._config.get('advanced', {})
# Global configuration instance
_config_instance = None
def get_config_manager(config_file: str = None) -> ConfigManager:
"""Get or create global configuration manager instance"""
global _config_instance
if _config_instance is None:
_config_instance = ConfigManager(config_file)
return _config_instance