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import gradio as gr | |
import json | |
import re | |
import sqlite3 | |
import logging | |
from collections import defaultdict | |
from util import process_json_files | |
from gematria import calculate_gematria | |
from deep_translator import GoogleTranslator, exceptions | |
from urllib.parse import quote_plus | |
# Set up logging | |
logging.basicConfig(level=logging.DEBUG, format='%(asctime)s - %(levelname)s - %(message)s') | |
# Global variables for database connection, translator, and book names | |
conn = None | |
translator = None | |
book_names = {} | |
def initialize_database(): | |
"""Initializes the SQLite database.""" | |
global conn | |
conn = sqlite3.connect('gematria.db') | |
cursor = conn.cursor() | |
# Create tables if they don't exist | |
cursor.execute(''' | |
CREATE TABLE IF NOT EXISTS results ( | |
gematria_sum INTEGER, | |
words TEXT, | |
translation TEXT, | |
book TEXT, -- Store book name directly | |
chapter INTEGER, | |
verse INTEGER, | |
PRIMARY KEY (gematria_sum, book, chapter, verse) | |
) | |
''') | |
cursor.execute(''' | |
CREATE TABLE IF NOT EXISTS processed_books ( | |
book TEXT PRIMARY KEY, -- Store book name directly | |
max_phrase_length INTEGER | |
) | |
''') | |
conn.commit() | |
logging.info("Database initialized.") | |
def initialize_translator(): | |
"""Initializes the Google Translator.""" | |
global translator | |
translator = GoogleTranslator(source='iw', target='en') | |
logging.info("Translator initialized.") | |
def populate_database(start_book, end_book, max_phrase_length=1): | |
"""Populates the database with phrases from the Tanach and their Gematria values.""" | |
global conn, book_names | |
logging.info(f"Populating database with books from {start_book} to {end_book}...") | |
cursor = conn.cursor() | |
for book_id in range(start_book, end_book + 1): | |
book_data = process_json_files(book_id, book_id) # Get data for the single book | |
# process_json_files returns a dictionary with book_id as key, | |
# so access the book data directly | |
if book_id in book_data: | |
book_data = book_data[book_id] | |
if 'title' not in book_data or not isinstance(book_data['title'], str): | |
logging.warning(f"Skipping book {book_id} due to missing or invalid 'title' field.") | |
continue | |
title = book_data['title'] | |
book_names[book_id] = title | |
# Check if the book is already processed for this max_phrase_length | |
cursor.execute('''SELECT max_phrase_length FROM processed_books WHERE book = ?''', (title,)) | |
result = cursor.fetchone() | |
if result and result[0] >= max_phrase_length: | |
logging.info(f"Skipping book {title}: Already processed with max_phrase_length {result[0]}") | |
continue | |
logging.info(f"Processing book {title} with max_phrase_length {max_phrase_length}") | |
if 'text' not in book_data or not isinstance(book_data['text'], list): | |
logging.warning(f"Skipping book {book_id} due to missing or invalid 'text' field.") | |
continue | |
chapters = book_data['text'] | |
for chapter_id, chapter in enumerate(chapters): | |
if not isinstance(chapter, list): | |
logging.warning(f"Skipping chapter {chapter_id} in book {title} due to invalid format.") | |
continue | |
for verse_id, verse in enumerate(chapter): | |
verse_text = flatten_text(verse) | |
# Remove text in square brackets | |
verse_text = re.sub(r'\[.*?\]', '', verse_text) | |
verse_text = re.sub(r"[^\u05D0-\u05EA ]+", "", verse_text) | |
verse_text = re.sub(r" +", " ", verse_text) | |
words = verse_text.split() | |
# Iterate through phrases of different lengths | |
for length in range(1, max_phrase_length + 1): | |
for start in range(len(words) - length + 1): | |
phrase_candidate = " ".join(words[start:start + length]) | |
gematria_sum = calculate_gematria(phrase_candidate.replace(" ", "")) | |
insert_phrase_to_db(gematria_sum, phrase_candidate, title, chapter_id + 1, verse_id + 1) | |
# Mark the book as processed for this max_phrase_length | |
cursor.execute('''INSERT OR REPLACE INTO processed_books (book, max_phrase_length) VALUES (?, ?)''', (title, max_phrase_length)) | |
conn.commit() | |
logging.info("Database population complete.") | |
def insert_phrase_to_db(gematria_sum, phrase_candidate, book, chapter, verse): | |
"""Inserts a phrase and its Gematria value into the database.""" | |
global conn | |
cursor = conn.cursor() | |
try: | |
cursor.execute(''' | |
INSERT INTO results (gematria_sum, words, book, chapter, verse) | |
VALUES (?, ?, ?, ?, ?) | |
''', (gematria_sum, phrase_candidate, book, chapter, verse)) | |
conn.commit() | |
logging.debug(f"Inserted phrase: {phrase_candidate} (Gematria: {gematria_sum}) at {book}:{chapter}:{verse}") | |
except sqlite3.IntegrityError: | |
logging.debug(f"Phrase already exists: {phrase_candidate} (Gematria: {gematria_sum}) at {book}:{chapter}:{verse}") | |
def get_translation(phrase): | |
"""Retrieves or generates the English translation of a Hebrew phrase.""" | |
global translator, conn | |
cursor = conn.cursor() | |
cursor.execute(''' | |
SELECT translation FROM results | |
WHERE words = ? | |
''', (phrase,)) | |
result = cursor.fetchone() | |
if result and result[0]: | |
return result[0] | |
else: | |
translation = translate_and_store(phrase) | |
cursor.execute(''' | |
UPDATE results | |
SET translation = ? | |
WHERE words = ? | |
''', (translation, phrase)) | |
conn.commit() | |
return translation | |
def translate_and_store(phrase): | |
"""Translates a Hebrew phrase to English using Google Translate and handles potential errors.""" | |
global translator | |
max_retries = 3 | |
retries = 0 | |
while retries < max_retries: | |
try: | |
translation = translator.translate(phrase) | |
logging.debug(f"Translated phrase: {translation}") | |
return translation | |
except (exceptions.TranslationNotFound, exceptions.NotValidPayload, | |
exceptions.ServerException, exceptions.RequestError, requests.exceptions.ConnectionError) as e: | |
retries += 1 | |
logging.warning(f"Error translating phrase '{phrase}': {e}. Retrying... ({retries}/{max_retries})") | |
logging.error(f"Failed to translate phrase '{phrase}' after {max_retries} retries.") | |
return "[Translation Error]" | |
def search_gematria_in_db(gematria_sum): | |
"""Searches the database for phrases with a given Gematria value.""" | |
global conn | |
cursor = conn.cursor() | |
cursor.execute(''' | |
SELECT words, book, chapter, verse FROM results WHERE gematria_sum = ? | |
''', (gematria_sum,)) | |
results = cursor.fetchall() | |
logging.debug(f"Found {len(results)} matching phrases for Gematria: {gematria_sum}") | |
return results | |
def gematria_search_interface(phrase): | |
"""The main function for the Gradio interface.""" | |
if not phrase.strip(): | |
return "Please enter a phrase." | |
global conn, book_names | |
conn = sqlite3.connect('gematria.db') | |
cursor = conn.cursor() | |
phrase_gematria = calculate_gematria(phrase.replace(" ", "")) | |
logging.info(f"Searching for phrases with Gematria: {phrase_gematria}") | |
matching_phrases = search_gematria_in_db(phrase_gematria) | |
if not matching_phrases: | |
return "No matching phrases found." | |
# Sort results by book, chapter, and verse | |
sorted_phrases = sorted(matching_phrases, key=lambda x: (x[1], x[2], x[3])) | |
# Group results by book | |
results_by_book = defaultdict(list) | |
for words, book, chapter, verse in sorted_phrases: | |
results_by_book[book].append((words, chapter, verse)) | |
# Format results for display | |
results = [] | |
results.append("<div class='results-container'>") | |
for book, phrases in results_by_book.items(): | |
results.append(f"<h4>Book: {book}</h4>") # Directly display book name | |
for words, chapter, verse in phrases: | |
translation = get_translation(words) | |
link = f"https://www.biblegateway.com/passage/?search={quote_plus(book)}+{chapter}%3A{verse}&version=CJB" | |
results.append(f""" | |
<div class='result-item'> | |
<p>Chapter: {chapter}, Verse: {verse}</p> | |
<p class='hebrew-phrase'>Hebrew Phrase: {words}</p> | |
<p>Translation: {translation}</p> | |
<a href='{link}' target='_blank' class='bible-link'>[See on Bible Gateway]</a> | |
</div> | |
""") | |
results.append("</div>") # Close results-container div | |
conn.close() | |
# Add CSS styling | |
style = """ | |
<style> | |
.results-container { | |
display: grid; | |
grid-template-columns: repeat(auto-fit, minmax(300px, 1fr)); | |
gap: 20px; | |
} | |
.result-item { | |
border: 1px solid #ccc; | |
padding: 15px; | |
border-radius: 5px; | |
box-shadow: 2px 2px 5px rgba(0, 0, 0, 0.1); | |
} | |
.hebrew-phrase { | |
font-family: 'SBL Hebrew', 'Ezra SIL', serif; | |
direction: rtl; | |
} | |
.bible-link { | |
display: block; | |
margin-top: 10px; | |
color: #007bff; | |
text-decoration: none; | |
} | |
</style> | |
""" | |
return style + "\n".join(results) | |
def flatten_text(text): | |
"""Helper function to flatten nested lists into a single list.""" | |
if isinstance(text, list): | |
return " ".join(flatten_text(item) if isinstance(item, list) else item for item in text) | |
return text | |
def run_app(): | |
"""Initializes and launches the Gradio app.""" | |
initialize_database() | |
initialize_translator() | |
# Pre-populate the database | |
populate_database(1, 39, max_phrase_length=1) # Books 1 to 39 (adjust as needed) | |
#populate_database(27, 27, max_phrase_length=1) # Book 27 (Psalms) - adjust as needed | |
iface = gr.Interface( | |
fn=gematria_search_interface, | |
inputs=gr.Textbox(label="Enter phrase"), | |
outputs=gr.HTML(label="Results"), | |
title="Gematria Search in Tanach", | |
description="Search for phrases in the Tanach that have the same Gematria value.", | |
live=False, | |
allow_flagging="never" | |
) | |
iface.launch() | |
if __name__ == "__main__": | |
run_app() | |