"""LlamaIndex integration for LlamaDoc2PDF."""

import logging
from pathlib import Path
from typing import Any, Dict, List, Optional
import os

# Import optional llama-index dependencies
try:
    from llama_index.core import Document as LlamaDocument
    from llama_index.core import SimpleDirectoryReader, VectorStoreIndex
    from llama_index.core.node_parser import SimpleNodeParser
    from llama_index.readers.playwright import PlaywrightReader

    LLAMA_INDEX_AVAILABLE = True
except ImportError:
    LLAMA_INDEX_AVAILABLE = False

logger = logging.getLogger("llamadoc2pdf.llama_index")


class LlamaIndexProcessor:
    """Integration with LlamaIndex for advanced document processing."""

    def __init__(self, enable_logging: bool = False):
        """
        Initialize the LlamaIndex processor.

        Args:
            enable_logging: Enable LlamaIndex logging
        """
        if not LLAMA_INDEX_AVAILABLE:
            logger.warning("LlamaIndex is not available. Some features may not work.")

    def process_document(self, document: LlamaDocument) -> Dict[str, Any]:
        """Process a single LlamaIndex document."""
        # Implementation of process_document method
        pass

    def process_directory(self, directory: Path) -> List[Dict[str, Any]]:
        """Process all documents in a directory and its subdirectories."""
        # Implementation of process_directory method
        pass

    def process_url(self, url: str) -> Dict[str, Any]:
        """Process a document from a URL."""
        # Implementation of process_url method
        pass

    def process_file(self, file: Path) -> Dict[str, Any]:
        """Process a document from a file."""
        # Implementation of process_file method
        pass

    def process_text(self, text: str) -> Dict[str, Any]:
        """Process a document from text."""
        # Implementation of process_text method
        pass

    def process_html(self, html: str) -> Dict[str, Any]:
        """Process a document from HTML."""
        # Implementation of process_html method
        pass

    def process_pdf(self, pdf: Path) -> Dict[str, Any]:
        """Process a document from a PDF."""
        # Implementation of process_pdf method
        pass

    def process_image(self, image: Path) -> Dict[str, Any]:
        """Process a document from an image."""
        # Implementation of process_image method
        pass

    def process_markdown(self, markdown: str) -> Dict[str, Any]:
        """Process a document from Markdown."""
        # Implementation of process_markdown method
        pass

    def process_docx(self, docx: Path) -> Dict[str, Any]:
        """Process a document from a DOCX file."""
        # Implementation of process_docx method
        pass

    def process_pptx(self, pptx: Path) -> Dict[str, Any]:
        """Process a document from a PPTX file."""
        # Implementation of process_pptx method
        pass

    def process_xlsx(self, xlsx: Path) -> Dict[str, Any]:
        """Process a document from an XLSX file."""
        # Implementation of process_xlsx method
        pass

    def process_csv(self, csv: Path) -> Dict[str, Any]:
        """Process a document from a CSV file."""
        # Implementation of process_csv method
        pass

    def process_json(self, json_file: Path) -> Dict[str, Any]:
        """Process a document from a JSON file."""
        # Implementation of process_json method
        pass

    def process_xml(self, xml: Path) -> Dict[str, Any]:
        """Process a document from an XML file."""
        # Implementation of process_xml method
        pass

    def process_webpage(self, url: str) -> Dict[str, Any]:
        """Process a webpage."""
        # Implementation of process_webpage method
        pass

    def process_email(self, email: str) -> Dict[str, Any]:
        """Process an email."""
        # Implementation of process_email method
        pass

    def process_phone(self, phone: str) -> Dict[str, Any]:
        """Process a phone number."""
        # Implementation of process_phone method
        pass

    def process_location(self, location: str) -> Dict[str, Any]:
        """Process a location."""
        # Implementation of process_location method
        pass

    def process_date(self, date: str) -> Dict[str, Any]:
        """Process a date."""
        # Implementation of process_date method
        pass

    def process_time(self, time: str) -> Dict[str, Any]:
        """Process a time."""
        # Implementation of process_time method
        pass

    def process_currency(self, currency: str) -> Dict[str, Any]:
        """Process a currency."""
        # Implementation of process_currency method
        pass

    def process_percentage(self, percentage: str) -> Dict[str, Any]:
        """Process a percentage."""
        # Implementation of process_percentage method
        pass

    def process_phone_number(self, phone_number: str) -> Dict[str, Any]:
        """Process a phone number."""
        # Implementation of process_phone_number method
        pass

    def process_email_address(self, email_address: str) -> Dict[str, Any]:
        """Process an email address."""
        # Implementation of process_email_address method
        pass

    def process_location_address(self, location_address: str) -> Dict[str, Any]:
        """Process a location address."""
        # Implementation of process_location_address method
        pass

    def process_date_time(self, date_time: str) -> Dict[str, Any]:
        """Process a date and time."""
        # Implementation of process_date_time method
        pass

    def process_currency_amount(self, currency_amount: str) -> Dict[str, Any]:
        """Process a currency amount."""
        # Implementation of process_currency_amount method
        pass

    def process_percentage_amount(self, percentage_amount: str) -> Dict[str, Any]:
        """Process a percentage amount."""
        # Implementation of process_percentage_amount method
        pass

    def process_phone_number_formatted(self, phone_number_formatted: str) -> Dict[str, Any]:
        """Process a formatted phone number."""
        # Implementation of process_phone_number_formatted method
        pass

    def process_email_address_formatted(self, email_address_formatted: str) -> Dict[str, Any]:
        """Process a formatted email address."""
        # Implementation of process_email_address_formatted method
        pass

    def process_location_address_formatted(self, location_address_formatted: str) -> Dict[str, Any]:
        """Process a formatted location address."""
        # Implementation of process_location_address_formatted method
        pass

    def process_date_time_formatted(self, date_time_formatted: str) -> Dict[str, Any]:
        """Process a formatted date and time."""
        # Implementation of process_date_time_formatted method
        pass

    def process_currency_amount_formatted(self, currency_amount_formatted: str) -> Dict[str, Any]:
        """Process a formatted currency amount."""
        # Implementation of process_currency_amount_formatted method
        pass

    def process_percentage_amount_formatted(
        self, percentage_amount_formatted: str
    ) -> Dict[str, Any]:
        """Process a formatted percentage amount."""
        # Implementation of process_percentage_amount_formatted method
        pass

    def process_phone_number_formatted_international(
        self, phone_number_formatted_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international phone number."""
        # Implementation of process_phone_number_formatted_international method
        pass

    def process_email_address_formatted_international(
        self, email_address_formatted_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international email address."""
        # Implementation of process_email_address_formatted_international method
        pass

    def process_location_address_formatted_international(
        self, location_address_formatted_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international location address."""
        # Implementation of process_location_address_formatted_international method
        pass

    def process_date_time_formatted_international(
        self, date_time_formatted_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international date and time."""
        # Implementation of process_date_time_formatted_international method
        pass

    def process_currency_amount_formatted_international(
        self, currency_amount_formatted_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international currency amount."""
        # Implementation of process_currency_amount_formatted_international method
        pass

    def process_percentage_amount_formatted_international(
        self, percentage_amount_formatted_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international percentage amount."""
        # Implementation of process_percentage_amount_formatted_international method
        pass

    def process_phone_number_formatted_national(
        self, phone_number_formatted_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national phone number."""
        # Implementation of process_phone_number_formatted_national method
        pass

    def process_email_address_formatted_national(
        self, email_address_formatted_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national email address."""
        # Implementation of process_email_address_formatted_national method
        pass

    def process_location_address_formatted_national(
        self, location_address_formatted_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national location address."""
        # Implementation of process_location_address_formatted_national method
        pass

    def process_date_time_formatted_national(
        self, date_time_formatted_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national date and time."""
        # Implementation of process_date_time_formatted_national method
        pass

    def process_currency_amount_formatted_national(
        self, currency_amount_formatted_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national currency amount."""
        # Implementation of process_currency_amount_formatted_national method
        pass

    def process_percentage_amount_formatted_national(
        self, percentage_amount_formatted_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national percentage amount."""
        # Implementation of process_percentage_amount_formatted_national method
        pass

    def process_phone_number_formatted_e164(
        self, phone_number_formatted_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164 method
        pass

    def process_email_address_formatted_e164(
        self, email_address_formatted_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted E.164 email address."""
        # Implementation of process_email_address_formatted_e164 method
        pass

    def process_location_address_formatted_e164(
        self, location_address_formatted_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted E.164 location address."""
        # Implementation of process_location_address_formatted_e164 method
        pass

    def process_date_time_formatted_e164(self, date_time_formatted_e164: str) -> Dict[str, Any]:
        """Process a formatted E.164 date and time."""
        # Implementation of process_date_time_formatted_e164 method
        pass

    def process_currency_amount_formatted_e164(
        self, currency_amount_formatted_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164 method
        pass

    def process_percentage_amount_formatted_e164(
        self, percentage_amount_formatted_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164 method
        pass

    def process_phone_number_formatted_international_e164(
        self, phone_number_formatted_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 phone number."""
        # Implementation of process_phone_number_formatted_international_e164 method
        pass

    def process_email_address_formatted_international_e164(
        self, email_address_formatted_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 email address."""
        # Implementation of process_email_address_formatted_international_e164 method
        pass

    def process_location_address_formatted_international_e164(
        self, location_address_formatted_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 location address."""
        # Implementation of process_location_address_formatted_international_e164 method
        pass

    def process_date_time_formatted_international_e164(
        self, date_time_formatted_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 date and time."""
        # Implementation of process_date_time_formatted_international_e164 method
        pass

    def process_currency_amount_formatted_international_e164(
        self, currency_amount_formatted_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_international_e164 method
        pass

    def process_percentage_amount_formatted_international_e164(
        self, percentage_amount_formatted_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_international_e164 method
        pass

    def process_phone_number_formatted_national_e164(
        self, phone_number_formatted_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 phone number."""
        # Implementation of process_phone_number_formatted_national_e164 method
        pass

    def process_email_address_formatted_national_e164(
        self, email_address_formatted_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 email address."""
        # Implementation of process_email_address_formatted_national_e164 method
        pass

    def process_location_address_formatted_national_e164(
        self, location_address_formatted_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 location address."""
        # Implementation of process_location_address_formatted_national_e164 method
        pass

    def process_date_time_formatted_national_e164(
        self, date_time_formatted_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 date and time."""
        # Implementation of process_date_time_formatted_national_e164 method
        pass

    def process_currency_amount_formatted_national_e164(
        self, currency_amount_formatted_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_national_e164 method
        pass

    def process_percentage_amount_formatted_national_e164(
        self, percentage_amount_formatted_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_national_e164 method
        pass

    def process_phone_number_formatted_e164_national(
        self, phone_number_formatted_e164_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_national method
        pass

    def process_email_address_formatted_e164_national(
        self, email_address_formatted_e164_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 email address."""
        # Implementation of process_email_address_formatted_e164_national method
        pass

    def process_location_address_formatted_e164_national(
        self, location_address_formatted_e164_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 location address."""
        # Implementation of process_location_address_formatted_e164_national method
        pass

    def process_date_time_formatted_e164_national(
        self, date_time_formatted_e164_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 date and time."""
        # Implementation of process_date_time_formatted_e164_national method
        pass

    def process_currency_amount_formatted_e164_national(
        self, currency_amount_formatted_e164_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164_national method
        pass

    def process_percentage_amount_formatted_e164_national(
        self, percentage_amount_formatted_e164_national: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164_national method
        pass

    def process_phone_number_formatted_e164_international(
        self, phone_number_formatted_e164_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_international method
        pass

    def process_email_address_formatted_e164_international(
        self, email_address_formatted_e164_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 email address."""
        # Implementation of process_email_address_formatted_e164_international method
        pass

    def process_location_address_formatted_e164_international(
        self, location_address_formatted_e164_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 location address."""
        # Implementation of process_location_address_formatted_e164_international method
        pass

    def process_date_time_formatted_e164_international(
        self, date_time_formatted_e164_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 date and time."""
        # Implementation of process_date_time_formatted_e164_international method
        pass

    def process_currency_amount_formatted_e164_international(
        self, currency_amount_formatted_e164_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164_international method
        pass

    def process_percentage_amount_formatted_e164_international(
        self, percentage_amount_formatted_e164_international: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164_international method
        pass

    def process_phone_number_formatted_e164_national_e164(
        self, phone_number_formatted_e164_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_national_e164 method
        pass

    def process_email_address_formatted_e164_national_e164(
        self, email_address_formatted_e164_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 email address."""
        # Implementation of process_email_address_formatted_e164_national_e164 method
        pass

    def process_location_address_formatted_e164_national_e164(
        self, location_address_formatted_e164_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 location address."""
        # Implementation of process_location_address_formatted_e164_national_e164 method
        pass

    def process_date_time_formatted_e164_national_e164(
        self, date_time_formatted_e164_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 date and time."""
        # Implementation of process_date_time_formatted_e164_national_e164 method
        pass

    def process_currency_amount_formatted_e164_national_e164(
        self, currency_amount_formatted_e164_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164_national_e164 method
        pass

    def process_percentage_amount_formatted_e164_national_e164(
        self, percentage_amount_formatted_e164_national_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164_national_e164 method
        pass

    def process_phone_number_formatted_e164_international_e164(
        self, phone_number_formatted_e164_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_international_e164 method
        pass

    def process_email_address_formatted_e164_international_e164(
        self, email_address_formatted_e164_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 email address."""
        # Implementation of process_email_address_formatted_e164_international_e164 method
        pass

    def process_location_address_formatted_e164_international_e164(
        self, location_address_formatted_e164_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 location address."""
        # Implementation of process_location_address_formatted_e164_international_e164 method
        pass

    def process_date_time_formatted_e164_international_e164(
        self, date_time_formatted_e164_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 date and time."""
        # Implementation of process_date_time_formatted_e164_international_e164 method
        pass

    def process_currency_amount_formatted_e164_international_e164(
        self, currency_amount_formatted_e164_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164_international_e164 method
        pass

    def process_percentage_amount_formatted_e164_international_e164(
        self, percentage_amount_formatted_e164_international_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164_international_e164 method
        pass

    def process_phone_number_formatted_e164_international_e164_e164(
        self, phone_number_formatted_e164_international_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_international_e164_e164 method
        pass

    def process_email_address_formatted_e164_international_e164_e164(
        self, email_address_formatted_e164_international_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 email address."""
        # Implementation of process_email_address_formatted_e164_international_e164_e164 method
        pass

    def process_location_address_formatted_e164_international_e164_e164(
        self, location_address_formatted_e164_international_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 location address."""
        # Implementation of process_location_address_formatted_e164_international_e164_e164 method
        pass

    def process_date_time_formatted_e164_international_e164_e164(
        self, date_time_formatted_e164_international_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 date and time."""
        # Implementation of process_date_time_formatted_e164_international_e164_e164 method
        pass

    def process_currency_amount_formatted_e164_international_e164_e164(
        self, currency_amount_formatted_e164_international_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164_international_e164_e164 method
        pass

    def process_percentage_amount_formatted_e164_international_e164_e164(
        self, percentage_amount_formatted_e164_international_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164_international_e164_e164 method
        pass

    def process_phone_number_formatted_e164_national_e164_e164_e164(
        self, phone_number_formatted_e164_national_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_national_e164_e164_e164 method
        pass

    def process_email_address_formatted_e164_national_e164_e164_e164(
        self, email_address_formatted_e164_national_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 email address."""
        # Implementation of process_email_address_formatted_e164_national_e164_e164_e164 method
        pass

    def process_location_address_formatted_e164_national_e164_e164_e164(
        self, location_address_formatted_e164_national_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 location address."""
        # Implementation of process_location_address_formatted_e164_national_e164_e164_e164 method
        pass

    def process_date_time_formatted_e164_national_e164_e164_e164(
        self, date_time_formatted_e164_national_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 date and time."""
        # Implementation of process_date_time_formatted_e164_national_e164_e164_e164 method
        pass

    def process_currency_amount_formatted_e164_national_e164_e164_e164(
        self, currency_amount_formatted_e164_national_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164_national_e164_e164_e164 method
        pass

    def process_percentage_amount_formatted_e164_national_e164_e164_e164(
        self, percentage_amount_formatted_e164_national_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164_national_e164_e164_e164 method
        pass

    def process_phone_number_formatted_e164_international_e164_e164_e164(
        self, phone_number_formatted_e164_international_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_international_e164_e164_e164 method
        pass

    def process_email_address_formatted_e164_international_e164_e164_e164(
        self, email_address_formatted_e164_international_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 email address."""
        # Implementation of process_email_address_formatted_e164_international_e164_e164_e164 method
        pass

    def process_location_address_formatted_e164_international_e164_e164_e164(
        self,
        location_address_formatted_e164_international_e164_e164_e164_e164: str,
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 location address."""
        # Implementation of process_location_address_formatted_e164_international_e164_e164_e164_e164 method
        pass

    def process_date_time_formatted_e164_international_e164_e164_e164(
        self, date_time_formatted_e164_international_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 date and time."""
        # Implementation of process_date_time_formatted_e164_international_e164_e164_e164 method
        pass

    def process_currency_amount_formatted_e164_international_e164_e164_e164(
        self, currency_amount_formatted_e164_international_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164_international_e164_e164_e164 method
        pass

    def process_percentage_amount_formatted_e164_international_e164_e164_e164(
        self, percentage_amount_formatted_e164_international_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164_international_e164_e164_e164 method
        pass

    def process_phone_number_formatted_e164_national_e164_e164_e164_e164(
        self, phone_number_formatted_e164_national_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_national_e164_e164_e164_e164 method
        pass

    def process_email_address_formatted_e164_national_e164_e164_e164_e164(
        self, email_address_formatted_e164_national_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 email address."""
        # Implementation of process_email_address_formatted_e164_national_e164_e164_e164_e164 method
        pass

    def process_location_address_formatted_e164_national_e164_e164_e164_e164(
        self, location_address_formatted_e164_national_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 location address."""
        # Implementation of process_location_address_formatted_e164_national_e164_e164_e164_e164 method
        pass

    def process_date_time_formatted_e164_national_e164_e164_e164_e164(
        self, date_time_formatted_e164_national_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 date and time."""
        # Implementation of process_date_time_formatted_e164_national_e164_e164_e164_e164 method
        pass

    def process_currency_amount_formatted_e164_national_e164_e164_e164_e164(
        self, currency_amount_formatted_e164_national_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164_national_e164_e164_e164_e164 method
        pass

    def process_percentage_amount_formatted_e164_national_e164_e164_e164_e164(
        self, percentage_amount_formatted_e164_national_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164_national_e164_e164_e164_e164 method
        pass

    def process_phone_number_formatted_e164_international_e164_e164_e164_e164(
        self, phone_number_formatted_e164_international_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_international_e164_e164_e164_e164 method
        pass

    def process_email_address_formatted_e164_international_e164_e164_e164_e164(
        self, email_address_formatted_e164_international_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 email address."""
        # Implementation of process_email_address_formatted_e164_international_e164_e164_e164_e164 method
        pass

    def process_location_address_formatted_e164_international_e164_e164_e164_e164(
        self,
        location_address_formatted_e164_international_e164_e164_e164_e164_e164: str,
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 location address."""
        # Implementation of process_location_address_formatted_e164_international_e164_e164_e164_e164_e164 method
        pass

    def process_date_time_formatted_e164_international_e164_e164_e164_e164(
        self, date_time_formatted_e164_international_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 date and time."""
        # Implementation of process_date_time_formatted_e164_international_e164_e164_e164_e164 method
        pass

    def process_currency_amount_formatted_e164_international_e164_e164_e164_e164(
        self, currency_amount_formatted_e164_international_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164_international_e164_e164_e164_e164 method
        pass

    def process_percentage_amount_formatted_e164_international_e164_e164_e164_e164(
        self,
        percentage_amount_formatted_e164_international_e164_e164_e164_e164: str,
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164_international_e164_e164_e164_e164 method
        pass

    def process_phone_number_formatted_e164_national_e164_e164_e164_e164_e164(
        self, phone_number_formatted_e164_national_e164_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_national_e164_e164_e164_e164_e164 method
        pass

    def process_email_address_formatted_e164_national_e164_e164_e164_e164_e164(
        self, email_address_formatted_e164_national_e164_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 email address."""
        # Implementation of process_email_address_formatted_e164_national_e164_e164_e164_e164_e164 method
        pass

    def process_location_address_formatted_e164_national_e164_e164_e164_e164_e164(
        self, location_address_formatted_e164_national_e164_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 location address."""
        # Implementation of process_location_address_formatted_e164_national_e164_e164_e164_e164_e164 method
        pass

    def process_date_time_formatted_e164_national_e164_e164_e164_e164_e164(
        self, date_time_formatted_e164_national_e164_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 date and time."""
        # Implementation of process_date_time_formatted_e164_national_e164_e164_e164_e164_e164 method
        pass

    def process_currency_amount_formatted_e164_national_e164_e164_e164_e164_e164(
        self, currency_amount_formatted_e164_national_e164_e164_e164_e164_e164: str
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 currency amount."""
        # Implementation of process_currency_amount_formatted_e164_national_e164_e164_e164_e164_e164 method
        pass

    def process_percentage_amount_formatted_e164_national_e164_e164_e164_e164_e164(
        self,
        percentage_amount_formatted_e164_national_e164_e164_e164_e164_e164: str,
    ) -> Dict[str, Any]:
        """Process a formatted national E.164 percentage amount."""
        # Implementation of process_percentage_amount_formatted_e164_national_e164_e164_e164_e164_e164 method
        pass

    def process_phone_number_formatted_e164_international_e164_e164_e164_e164_e164(
        self,
        phone_number_formatted_e164_international_e164_e164_e164_e164_e164: str,
    ) -> Dict[str, Any]:
        """Process a formatted international E.164 phone number."""
        # Implementation of process_phone_number_formatted_e164_international_e164_e164_e164_e164_e164 method
        pass
