from operator import itemgetter
from collections import OrderedDict
from typing import Dict, List, Iterator, Union, Tuple


import re

class TextExtractor:
    def __init__(self) -> None:
        pass
    
    @staticmethod
    def get_font_info(doc: Iterator, granularity=False) -> Tuple[List[Tuple[str, int]], Dict[str, Dict]]:
        """
        This function return the fonts information inside the pdf such as size and type.

        Args:
            doc (<class 'fitz.fitz.Document'>): A fitz type document of the pdf file.
            granularity (bool, optional): Also use 'font', 'flags' and 'color' to discriminate text. Defaults to False.

        Raises:
            ValueError: Raises Value Error if there are no font detected

        Returns:
            Tuple[List[Tuple[str, int]], Dict[str, Dict]]: _description_
        """
        styles = {}
        font_counts = {}

        for block in [s for page in doc for b in page.get_text('dict')['blocks'] if b['type'] == 0 for l in b['lines'] for s in l['spans'] if s['text'].strip()]:
            identifier = "{0}_{1}_{2}".format(block['size'], block['flags'], block['font']) if granularity else "{0}".format(block['size'])
            styles[identifier] = {'size': block['size'], 'flags': block['flags'], 'font': block['font'], 'color': block['color']} if granularity else {'size': block['size'], 'font': block['font']}
            font_counts[identifier] = font_counts.get(identifier, 0) + 1
        font_counts = sorted(font_counts.items(), key=lambda x: x[1], reverse=True)

        if not font_counts:
            raise ValueError("Zero discriminating fonts found!")

        return font_counts, styles

    @staticmethod
    def get_font_tags(font_counts, styles):
        """
        _summary_

        Args:
            font_counts (_type_): _description_
            styles (_type_): _description_

        Returns:
            _type_: _description_
        """
        p_size = styles[font_counts[0][0]]['size']
        # sorting the font sizes high to low, so that we can append the right integer to each tag 
        font_sizes = sorted(set(float(font_size) for font_size, _ in font_counts), reverse=True)
        size_tag = {p_size: "<p>"}
        for i, size in enumerate(font_sizes):
            if size > p_size:
                size_tag[size] = f"<h{i+1}>"
            elif size < p_size:
                size_tag[size] = f"<s{i+1}>"
        return size_tag
    
    @staticmethod
    def assign_tags(doc, size_tag):
        """
        Scrapes headers & paragraphs from PDF and return texts with element tags.

        Args:
            doc (<class 'fitz.fitz.Document'>): PDF document to iterate through.
            size_tag (dict): Textual element tags for each size.
        Returns:
            list: Texts with pre-prended element tags
        """
        texts = []
        previous_s = {}
        block_string = ""
        for b in [b for page in doc for b in page.get_text("dict")["blocks"] if b['type'] == 0]:
            block_string = ""
            for l in b["lines"]:
                for s in l["spans"]:
                    text = re.sub(r"[^\w\s]", '', s["text"]).strip()
                    if text:
                        if not previous_s: # First Span
                            previous_s = s
                            block_string = size_tag[s['size']] + s['text']                       
                        elif s['size'] == previous_s['size']:
                            if not block_string or (block_string and all((c == "|") for c in block_string)): # New block
                                block_string = size_tag[s['size']] + s['text']    
                            else:  # in the same block, so concatenate strings
                                block_string += f" {s['text']}"
                        else:
                            texts.append(block_string)
                            block_string = size_tag[s['size']] + s['text']
                        previous_s = s
                if block_string:
                    block_string += "|"
            # if block_string:
            texts.append(block_string)
        return texts
    
    @staticmethod
    def get_slides(texts):
        slides = {}
        section = []
        page = 1

        current_header = ""
        for text, next_text in zip(texts, texts[1:] + [None]):
            tag_match = re.search(r'(?<=<)(.*?)(?=>)', text)
            if tag_match:
                tag = tag_match.group()
                if tag == 'h1':
                    section = []
                    section.append(('h1', re.sub(r'<.*?>|\|', '', text).strip()))
                elif tag.startswith('h'): # non h1 headers
                    # Remove tag and pipes from the text  
                    section.append((tag, re.sub(r'<.*?>|\|', '', text).strip()))
                elif tag.startswith('p'):
                    text = re.split("((\|){2,})", text) # If encounter more than 1 pipe than split that text into different paragraphs
                    for paragraph in text:
                        paragraph = re.sub(r'<.*?>|\|', '', paragraph).strip() # Remove any pipe 
                        paragraph = re.sub(' +', ' ', paragraph) # Remove any double or more spaces into single space
                        if paragraph and paragraph[0].islower(): # If a pargraph in a different block is found and the first character isn't an uppercase then concanate with last paragraph
                            section[-1][1] += f" {paragraph}"
                        elif paragraph: 
                            section.append([tag, paragraph])
                try:
                    if tag_match.group() == 'h1': # Create new page when current text is a type 1 header or title
                        slides[f"Page {page}"] = section
                        page += 1
                except:
                    continue         
        return slides