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import logging
logger = logging.getLogger(__name__)
logging.basicConfig(level=logging.INFO)

import gradio as gr
import torah
from utils import number_to_ordinal_word, custom_normalize, date_to_words, translate_date_to_words
from gematria import calculate_gematria, strip_diacritics

import pandas as pd
from deep_translator import GoogleTranslator
from gradio_calendar import Calendar
from datetime import datetime
import math
import json
import re


def create_language_dropdown(label, default_value='en', show_label=True):
    """Creates a Gradio dropdown menu for language selection."""
    languages = GoogleTranslator(source='en', target='en').get_supported_languages(as_dict=True)
    return gr.Dropdown(
      choices=list(languages.keys()),
      label=label,
      value=default_value,
      show_label=show_label
    )

def calculate_gematria_sum(text, date_words):
    """Calculates the Gematria sum for a text and date words."""
    combined_input = f"{text} {date_words}"
    logger.info(f"Combined input for Gematria: {combined_input}")
    sum_value = calculate_gematria(strip_diacritics(combined_input))
    logger.info(f"Gematria sum: {sum_value}")
    return sum_value

def perform_els_search(start, end, step, rounds, length, tlang, strip_spaces, strip_in_braces, strip_diacritics_chk, average_combine):
    """Performs the Equidistant Letter Sequences (ELS) search."""
    logger.info("Starting ELS search...")
    if step == 0 or rounds == 0:
        logger.info("cant search with step 0 or rounds 0")
        return None
    results = torah.process_json_files(start, end, step, rounds, length, tlang, strip_spaces, strip_in_braces, strip_diacritics, average_combine)
    df = pd.DataFrame(results)
    df.index = range(1, len(df) + 1)
    df.reset_index(inplace=True)
    df.rename(columns={'index': 'Result Number'}, inplace=True)
    logger.info(f"ELS search results: {df}")
    return df

def generate_json_dump(start, end, step, rounds, length, tlang, strip_spaces, strip_in_braces, strip_diacritics_chk, search_phrase, results_df):
    """Generates the JSON dump with both configuration and results."""
    config = {
        "Start Book": start,
        "End Book": end,
        "Step": step,
        "Rounds": rounds,
        "Length": length,
        "Target Language": tlang,
        "Strip Spaces": strip_spaces,
        "Strip Text in Braces": strip_in_braces,
        "Strip Diacritics": strip_diacritics_chk,
        "Search Phrase": search_phrase
    }
    result = {
        "Configuration": config,
        "Results": json.loads(results_df.to_json(orient='records', force_ascii=False))
    }
    logger.info(f"Generated JSON dump: {result}")
    return json.dumps(result, indent=4, ensure_ascii=False)

def download_json_file(config_json, step, rounds, strip_spaces, strip_in_braces, strip_diacritics_chk):
    """Downloads the JSON config file with a descriptive name."""
    filename_suffix = ""
    if strip_spaces:
        filename_suffix += "-stSp"
    if strip_in_braces:
        filename_suffix += "-stBr"
    if strip_diacritics_chk:
        filename_suffix += "-stDc"
    file_path = f"step-{step}-rounds-{rounds}{filename_suffix}.json"  # Include rounds in filename
    with open(file_path, "w", encoding='utf-8') as file:
        file.write(config_json)
    logger.info(f"Downloaded JSON file to: {file_path}")
    return file_path

# --- Load Forbidden Names ---
def load_forbidden_names(filename="c.txt"):
    """Loads forbidden names from the specified file."""
    try:
        with open(filename, "r", encoding='utf-8') as f:
            forbidden_names = [line.strip() for line in f]
        return forbidden_names
    except FileNotFoundError:
        print(f"Error: Forbidden names file '{filename}' not found.")
        return []

# --- Name Similarity Check ---
def check_name_similarity(name, forbidden_names, threshold=80):
    """Checks if a name is similar to any forbidden name."""
    from fuzzywuzzy import fuzz
    for forbidden_name in forbidden_names:
        similarity_ratio = fuzz.ratio(name.lower(), forbidden_name.lower())
        if similarity_ratio >= threshold:
            logging.info(f"Forbidden word {forbidden_name} detected in: {name}")
            return True
    return False

# --- UI Components ---

with gr.Blocks() as app:
    with gr.Row():
        selected_date = Calendar(type="datetime", label="1. Date to investigate", info="Pick a date from the calendar")
        date_language_input = create_language_dropdown("2. Mother-tongue / Dream-language of the person/topic (Date Word Language (supported: all based on: latin, greek, arabic, hebrew))", default_value='english')
        date_to_word_btn = gr.Button("3. Convert Date to Words")
        date_words_output = gr.Textbox(label="4. Date in Words Translated")

    with gr.Row():
        gematria_text = gr.Textbox(label="5. Name and/or Topic", value="Hans Albert Einstein")
        gematria_btn = gr.Button("6. Calculate Journal Sum")

    gematria_result = gr.Number(label="Journal Sum")

    with gr.Row():
        start = gr.Number(label="Start Book", value=1)
        end = gr.Number(label="End Book", value=39)
        step = gr.Number(label="Jump Width (Steps) for ELS")
        rounds = gr.Number(label="Rounds through Books", value=1)
        float_step = gr.Number(visible=False, value=1)  # For half/double step calculations
        half_step_btn = gr.Button("Steps / 2")
        double_step_btn = gr.Button("Steps * 2")
        
        with gr.Column():
            round_x = gr.Number(label="Round (x)", value=1)
            round_y = gr.Number(label="Round (y)", value=-1)
            
        average_combine_chk = gr.Checkbox(label="Average-Combine Combined Rounds (hacky)", value=False)
        mirror_book_numbers = gr.Checkbox(label="Mirror book numbers for negative rounds (axis=book 20)", value=False)

        rounds_combination = gr.Textbox(label="Combined Rounds", value="1,-1")


    with gr.Row():
        length = gr.Number(label="Result Length (0=inf)", value=0)
        tlang = create_language_dropdown("Target Language for Translation", default_value='english')
        strip_spaces = gr.Checkbox(label="Strip Spaces from Books", value=True)
        strip_in_braces = gr.Checkbox(label="Strip Text in Braces from Books", value=True)
        strip_diacritics_chk = gr.Checkbox(label="Strip Diacritics from Books", value=True)
        acknowledgment_chk = gr.Checkbox(
            label="The User hereby accepts that the User will not harm or stalk anyone with this information, or bet on any of this information, in any regards.",  # Add your full disclaimer here
            value=True
        )

    translate_btn = gr.Button("8. Search with ELS")

    markdown_output = gr.Dataframe()
    json_output = gr.Textbox(label="JSON Configuration Output")
    json_download_btn = gr.Button("Prepare .json for Download")
    json_file = gr.File(label="Download Config JSON", file_count="single")

    # --- Load Forbidden Names ---

    forbidden_names = load_forbidden_names()

    # --- Event Handlers ---

    def update_rounds_combination(round_x, round_y):
        """Updates the rounds_combination textbox based on round_x and round_y."""
        return f"{int(round_x)},{int(round_y)}"


    def calculate_journal_sum(text, date_words):
        """Calculates the journal sum and updates the step value."""
        if check_name_similarity(text, forbidden_names):
            return 0, 0, 0  # Raise an error if the name is forbidden
        if check_name_similarity(date_words, forbidden_names):
            return 0, 0, 0  # Raise an error if the name is forbidden
        sum_value = calculate_gematria_sum(text, date_words)
        return sum_value, sum_value, sum_value  # Returning the same value three times

    def update_step_half(float_step):
        """Updates the step value to half."""
        new_step = math.ceil(float_step / 2)
        return new_step, float_step / 2

    def update_step_double(float_step):
        """Updates the step value to double."""
        new_step = math.ceil(float_step * 2)
        return new_step, float_step * 2

    # Update rounds_combination when round_x or round_y changes
    round_x.change(update_rounds_combination, inputs=[round_x, round_y], outputs=rounds_combination)
    round_y.change(update_rounds_combination, inputs=[round_x, round_y], outputs=rounds_combination)


    def handle_json_download(config_json, step, rounds, strip_spaces, strip_in_braces, strip_diacritics_chk):
        """Handles the download of the JSON config file."""
        return download_json_file(config_json, step, rounds, strip_spaces, strip_in_braces, strip_diacritics_chk)

    def perform_search_and_create_json(start, end, step, rounds, length, tlang, strip_spaces, strip_in_braces, strip_diacritics_chk, gematria_text, date_words_output, average_combine):
        """Performs the ELS search, creates the JSON config, and displays the results."""
        df = perform_els_search(start, end, step, rounds, length, tlang, strip_spaces, strip_in_braces, strip_diacritics_chk, average_combine)
        search_phrase = f"{date_words_output} {gematria_text}"  # Include search phrase in JSON
        config_json = generate_json_dump(start, end, step, rounds, length, tlang, strip_spaces, strip_in_braces, strip_diacritics_chk, search_phrase, df)
        return config_json, df

    date_to_word_btn.click(
        translate_date_to_words,
        inputs=[selected_date, date_language_input],
        outputs=[date_words_output]
    )

    gematria_btn.click(
        calculate_journal_sum,
        inputs=[gematria_text, date_words_output],
        outputs=[gematria_result, step, float_step]  # Assign the returned values to the correct outputs
    )

    half_step_btn.click(
        update_step_half,
        inputs=[float_step],
        outputs=[step, float_step]
    )

    double_step_btn.click(
        update_step_double,
        inputs=[float_step],
        outputs=[step, float_step]
    )
    
    translate_btn.click(
        perform_search_and_create_json,
        inputs=[start, end, step, rounds_combination, length, tlang, strip_spaces, 
                strip_in_braces, strip_diacritics_chk, gematria_text, date_words_output, average_combine_chk],
        outputs=[json_output, markdown_output]
    )

    json_download_btn.click(
        handle_json_download,
        inputs=[json_output, step, rounds, strip_spaces, strip_in_braces, strip_diacritics_chk],  # Pass rounds to download function
        outputs=[json_file]
    )

if __name__ == "__main__":
    app.launch(share=False)