import logging
import json
import os
import re
from deep_translator import GoogleTranslator
from gematria import calculate_gematria
import math
import csv
# Configure the logger
# You can uncomment the next line to enable debugging logs
# logging.basicConfig(level=logging.DEBUG, format='%(levelname)s:%(message)s')
logger = logging.getLogger(__name__)
def process_json_files(start=40, end=66, step=1, rounds="1", length=0, tlang="en", strip_spaces=True,
strip_in_braces=True, strip_diacritics=True, translate=False):
"""
Process a CSV file containing biblical texts and perform various text manipulations.
Parameters:
- start (int): Starting book number.
- end (int): Ending book number.
- step (int): Step value for character selection.
- rounds (str): Comma-separated string of round values (can include floats).
- length (int): Maximum length of the result text.
- tlang (str): Target language for translation.
- strip_spaces (bool): Whether to remove spaces from the text.
- strip_in_braces (bool): Whether to remove text within braces.
- strip_diacritics (bool): Whether to remove diacritics from the text.
- translate (bool): Whether to translate the result text.
Returns:
- list: A list of dictionaries containing processed data or error messages.
"""
file_name = "texts/bible/OpenGNT_version3_3.csv"
translator = GoogleTranslator(source='auto', target=tlang) if translate else None
results = []
# Dictionary for the 27 books of the New Testament (English names)
nt_books = {
40: "Matthew",
41: "Mark",
42: "Luke",
43: "John",
44: "Acts",
45: "Romans",
46: "1 Corinthians",
47: "2 Corinthians",
48: "Galatians",
49: "Ephesians",
50: "Philippians",
51: "Colossians",
52: "1 Thessalonians",
53: "2 Thessalonians",
54: "1 Timothy",
55: "2 Timothy",
56: "Titus",
57: "Philemon",
58: "Hebrews",
59: "James",
60: "1 Peter",
61: "2 Peter",
62: "1 John",
63: "2 John",
64: "3 John",
65: "Jude",
66: "Revelation"
}
try:
with open(file_name, 'r', encoding='utf-8') as file:
reader = csv.DictReader(file, delimiter='\t')
book_texts = {}
current_book = None
for row_num, row in enumerate(reader, start=1):
try:
# Parse the book number from '〔Book｜Chapter｜Verse〕' field
book_field = row['〔Book｜Chapter｜Verse〕']
book_str = book_field.split('｜')[0] # e.g., '〔40'
book_num_str = book_str.lstrip('〔') # Remove leading '〔'
book = int(book_num_str)
if book < start or book > end:
continue
if current_book != book:
current_book = book
book_texts[book] = ""
# Parse the Greek text from '〔OGNTk｜OGNTu｜OGNTa｜lexeme｜rmac｜sn〕' field
greek_field = row['〔OGNTk｜OGNTu｜OGNTa｜lexeme｜rmac｜sn〕']
# Extract the first part before '〔' and split by '｜'
if '〔' in greek_field:
greek_text = greek_field.split('〔')[1]
greek_text = greek_text.split('｜')[0]
else:
greek_text = greek_field.split('｜')[0]
book_texts[book] += greek_text + " "
except (KeyError, IndexError, ValueError) as e:
logger.error(f"Error parsing row {row_num}: {e}")
continue # Skip this row and continue
for book, full_text in book_texts.items():
logger.debug(f"Processing book {book}")
clean_text = full_text
if strip_in_braces:
clean_text = re.sub(r"\[.*?\]|\{.*?\}|\<.*?\>", "", clean_text, flags=re.DOTALL)
if strip_diacritics:
# Adjusted regex for Greek diacritics
clean_text = re.sub(r"[^\u0370-\u03FF\u1F00-\u1FFF ]+", "", clean_text)
# Optionally, remove specific diacritics or punctuation if needed
# clean_text = re.sub(r'[additional patterns]', '', clean_text)
# Normalize spaces
clean_text = clean_text.replace("\n\n ", " ")
clean_text = clean_text.replace("\n", " ")
clean_text = re.sub(r'\s+', ' ', clean_text).strip()
if strip_spaces:
clean_text = clean_text.replace(" ", "")
text_length = len(clean_text)
logger.debug(f"Clean text for book {book}: Length = {text_length}")
if text_length == 0:
logger.warning(f"No text available for book {book} after cleaning.")
continue # Skip processing if there's no text
try:
rounds_list = list(map(float, rounds.split(','))) # Allow floats
except ValueError as e:
logger.error(f"Invalid rounds parameter: {e}")
return [{"error": f"Invalid rounds parameter: {e}"}]
result_text = ""
for r in rounds_list:
abs_r = abs(r)
# Determine the number of full passes and the remainder.
full_passes = math.floor(abs_r)
remainder = abs_r - full_passes
# Base number of characters per pass
base_chars = text_length // step
if base_chars == 0:
if abs_r > 1: # Changed from >=1 to >1
# When step > text_length and rounds >1, pick 1 character per full pass
chars_per_full_pass = 1
logger.debug(f"Book {book}: step > text_length ({step} > {text_length}), selecting 1 character per full pass.")
else:
# No characters to pick
chars_per_full_pass = 0
logger.debug(f"Book {book}: step > text_length ({step} > {text_length}) and rounds <=1, no characters selected.")
# For remainder, since base_chars=0, no remainder characters
chars_for_remainder = 0
else:
# Normal case
chars_per_full_pass = base_chars
chars_for_remainder = math.floor(base_chars * remainder) # Partial pass
logger.debug(f"Book {book}: Normal case, chars_per_full_pass = {chars_per_full_pass}, chars_for_remainder = {chars_for_remainder}")
if r > 0:
current_index = (step - 1) % text_length
direction = 1
else:
current_index = (text_length - step) % text_length
direction = -1
pass_result = ""
# Full passes, keep only the last pass
for pass_num in range(1, full_passes + 1):
current_pass_chars = ""
for _ in range(chars_per_full_pass):
if chars_per_full_pass == 0:
break
current_pass_chars += clean_text[current_index]
current_index = (current_index + direction * step) % text_length
# Keep only the last full pass
if pass_num == full_passes:
pass_result = current_pass_chars
logger.debug(f"Book {book}: Pass {pass_num}, pass_result = {pass_result}")
# Remainder pass for fractional rounds
if remainder > 0 and chars_for_remainder > 0:
current_pass_chars = ""
for _ in range(chars_for_remainder):
current_pass_chars += clean_text[current_index]
current_index = (current_index + direction * step) % text_length
pass_result += current_pass_chars
logger.debug(f"Book {book}: Remainder pass_result = {pass_result}")
# Handle cases where step > text_length and chars_per_full_pass=1
if base_chars == 0 and chars_per_full_pass == 1 and full_passes > 0:
# pass_result already contains the last character picked
pass
elif base_chars == 0 and chars_per_full_pass == 0 and full_passes > 0:
# When no characters are picked, skip appending
pass
result_text += pass_result
logger.debug(f"Result text for book {book}: {result_text}")
if length != 0:
result_text = result_text[:length]
logger.debug(f"Book {book}: Result text truncated to length {length}.")
# Translate the result text if required
try:
translated_text = translator.translate(result_text) if translator and result_text else ""
except Exception as e:
logger.error(f"Book {book}: Translation error: {e}")
translated_text = ""
# Calculate the Gematria sum
try:
result_sum = calculate_gematria(result_text)
except Exception as e:
logger.error(f"Book {book}: Gematria calculation error: {e}")
result_sum = None
if result_text:
result = {
'book': f"Bible {book}.",
'title': nt_books.get(book, "Unknown Book"),
'result_text': result_text,
'result_sum': result_sum,
'translated_text': translated_text,
'source_language': 'el'
}
results.append(result)
except FileNotFoundError:
logger.error(f"File {file_name} not found.")
results.append({"error": f"File {file_name} not found."})
except Exception as e:
logger.error(f"An unexpected error occurred: {e}")
results.append({"error": f"An unexpected error occurred: {e}"})
return results if results else None
# Tests
test_results = [
(process_json_files(40,40,386,rounds="1,0.5,-1,-0.5"), "τωιεοννναυοοαμπυρααυοιξοηαϲοιιωομκνοοουομρυοιεχοοδεαλαννοτοκϲααυϲϲτεαδαϲαιεευαιηαεηαμαλκμαιακιγνμυνετνυυθθεγιεδρεαοαντηοκεοατϲνπναολαεοοφεηεϲωμκουμερρυοϲαοοαϲλτιηιωδυνϲυτυιχοονεαηωντολθβοτεαιαυοηετιτεαννυεινϲεενωκωξρυρηρνϲξεαγεαϲατωιεοννναυοοαμπυρααυοιξοηαϲοιιωομκνοοουομρυοιεχοοδεαλαννοτοκϲααυϲϲτεαδαϲαιεευαιηαεηαμαλκμαιακιγνμυνετνυυθθεγιεδρεαοϲτοαϲωθειιυνδνδξλονυταολαϲαττμτννοερτεοροανιεκτεεαιιϲωεαμϲωικμτποκϲϲιορϲπμοκαιουτωτδοωαξεαγωεφτωυπμαλυττταεομττλυαεπατονεαξτομυχαωηνυοβωπτυυκξαπιτααπυενεροοτϲαααυηοανηλταιθεαντινοιλκιβπγοδαιοηωαδαετακυϲοηυουαυνωαεαοττυαεεωτανεκβγεϲτοαϲωθειιυνδνδξλονυταολαϲαττμτννοερτεοροανιεκτεεαιιϲωεαμϲωικμτποκϲϲιορϲπμοκαιουτωτδοωαξεαγωεφτωυπμαλυττταεομττλυαε"),
(process_json_files(40,40,386,rounds="1,-1"), "τωιεοννναυοοαμπυρααυοιξοηαϲοιιωομκνοοουομρυοιεχοοδεαλαννοτοκϲααυϲϲτεαδαϲαιεευαιηαεηαμαλκμαιακιγνμυνετνυυθθεγιεδρεαοαντηοκεοατϲνπναολαεοοφεηεϲωμκουμερρυοϲαοοαϲλτιηιωδυνϲυτυιχοονεαηωντολθβοτεαιαυοηετιτεαννυεινϲεενωκωξρυρηρνϲξεαγεαϲαϲτοαϲωθειιυνδνδξλονυταολαϲαττμτννοερτεοροανιεκτεεαιιϲωεαμϲωικμτποκϲϲιορϲπμοκαιουτωτδοωαξεαγωεφτωυπμαλυττταεομττλυαεπατονεαξτομυχαωηνυοβωπτυυκξαπιτααπυενεροοτϲαααυηοανηλταιθεαντινοιλκιβπγοδαιοηωαδαετακυϲοηυουαυνωαεαοττυαεεωτανεκβγε"),
#(process_json_files(1, 1, 21, rounds="3", length=0), ""),
#(process_json_files(1, 1, 22, rounds="1", length=0), ""),
#(process_json_files(1, 1, 22, rounds="3", length=0), ""),
#(process_json_files(1, 1, 23, rounds="3", length=0), ""),
#(process_json_files(1, 1, 11, rounds="1", length=0), ""),
#(process_json_files(1, 1, 2, rounds="1", length=0), ""),
#(process_json_files(1, 1, 23, rounds="1", length=0), None), # Expect None, when no results
#(process_json_files(1, 1, 23, rounds="-1", length=0), None), # Expect None, when no results
#(process_json_files(1, 1, 22, rounds="-1", length=0), ""),
#(process_json_files(1, 1, 22, rounds="-2", length=0), ""),
#(process_json_files(1, 1, 1, rounds="-1", length=0), ""), # Reversed Hebrew alphabet
#(process_json_files(1, 1, 1, rounds="1,-1", length=0), ""), # Combined rounds
#(process_json_files(1, 1, 22, rounds="1,-1", length=0, average_compile=True), ""), # average compile test (400+1) / 2 = math.ceil(200.5)=201=200+1="רא"
]
all_tests_passed = True
for result, expected in test_results:
if expected is None: # Check if no result is expected
if not result:
logger.warning(f"Test passed: Expected no results, got no results.")
else:
logger.error(f"Test failed: Expected no results, but got: {result}")
all_tests_passed = False
else:
# Check if result is not empty before accessing elements
if result:
result_text = result[0]['result_text']
if result_text == expected:
logger.warning(f"Test passed: Expected '{expected}', got '{result_text}'")
else:
logger.error(f"Test failed: Expected '{expected}', but got '{result_text}'")
all_tests_passed = False
else:
logger.error(f"Test failed: Expected '{expected}', but got no results")
all_tests_passed = False
if all_tests_passed:
logger.info("All round tests passed.")