"""
Services module for IRT Bank Soal.

Contains business logic services for:
- IRT calibration
- CAT selection
- WordPress authentication
- AI question generation
- Reporting
"""

from app.services.irt_calibration import (
    IRTCalibrationError,
    calculate_fisher_information,
    calculate_item_information,
    calculate_probability,
    calculate_theta_se,
    estimate_b_from_ctt_p,
    estimate_theta_mle,
    get_session_responses,
    nn_to_theta,
    theta_to_nn,
    update_session_theta,
    update_theta_after_response,
)
from app.services.cat_selection import (
    CATSelectionError,
    NextItemResult,
    TerminationCheck,
    check_user_level_reuse,
    get_available_levels_for_slot,
    get_next_item,
    get_next_item_adaptive,
    get_next_item_fixed,
    get_next_item_hybrid,
    should_terminate,
    simulate_cat_selection,
    update_theta,
)
from app.services.wordpress_auth import (
    WordPressAPIError,
    WordPressAuthError,
    WordPressRateLimitError,
    WordPressTokenInvalidError,
    WordPressUserInfo,
    WebsiteNotFoundError,
    SyncStats,
    fetch_wordpress_users,
    get_or_create_user,
    get_wordpress_user,
    sync_wordpress_users,
    verify_website_exists,
    verify_wordpress_token,
)
from app.services.ai_generation import (
    call_openrouter_api,
    check_cache_reuse,
    generate_question,
    generate_with_cache_check,
    get_ai_stats,
    get_prompt_template,
    parse_ai_response,
    save_ai_question,
    validate_ai_model,
    SUPPORTED_MODELS,
)
from app.services.reporting import (
    generate_student_performance_report,
    generate_item_analysis_report,
    generate_calibration_status_report,
    generate_tryout_comparison_report,
    export_report_to_csv,
    export_report_to_excel,
    export_report_to_pdf,
    schedule_report,
    get_scheduled_report,
    list_scheduled_reports,
    cancel_scheduled_report,
    StudentPerformanceReport,
    ItemAnalysisReport,
    CalibrationStatusReport,
    TryoutComparisonReport,
    ReportSchedule,
)

__all__ = [
    # IRT Calibration
    "IRTCalibrationError",
    "calculate_fisher_information",
    "calculate_item_information",
    "calculate_probability",
    "calculate_theta_se",
    "estimate_b_from_ctt_p",
    "estimate_theta_mle",
    "get_session_responses",
    "nn_to_theta",
    "theta_to_nn",
    "update_session_theta",
    "update_theta_after_response",
    # CAT Selection
    "CATSelectionError",
    "NextItemResult",
    "TerminationCheck",
    "check_user_level_reuse",
    "get_available_levels_for_slot",
    "get_next_item",
    "get_next_item_adaptive",
    "get_next_item_fixed",
    "get_next_item_hybrid",
    "should_terminate",
    "simulate_cat_selection",
    "update_theta",
    # WordPress Auth
    "WordPressAPIError",
    "WordPressAuthError",
    "WordPressRateLimitError",
    "WordPressTokenInvalidError",
    "WordPressUserInfo",
    "WebsiteNotFoundError",
    "SyncStats",
    "fetch_wordpress_users",
    "get_or_create_user",
    "get_wordpress_user",
    "sync_wordpress_users",
    "verify_website_exists",
    "verify_wordpress_token",
    # AI Generation
    "call_openrouter_api",
    "check_cache_reuse",
    "generate_question",
    "generate_with_cache_check",
    "get_ai_stats",
    "get_prompt_template",
    "parse_ai_response",
    "save_ai_question",
    "validate_ai_model",
    "SUPPORTED_MODELS",
    # Reporting
    "generate_student_performance_report",
    "generate_item_analysis_report",
    "generate_calibration_status_report",
    "generate_tryout_comparison_report",
    "export_report_to_csv",
    "export_report_to_excel",
    "export_report_to_pdf",
    "schedule_report",
    "get_scheduled_report",
    "list_scheduled_reports",
    "cancel_scheduled_report",
    "StudentPerformanceReport",
    "ItemAnalysisReport",
    "CalibrationStatusReport",
    "TryoutComparisonReport",
    "ReportSchedule",
]