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import logging
import json
import re
import math
import glob
from deep_translator import GoogleTranslator
from gematria import calculate_gematria # Ensure this function is correctly defined
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=1, end=52, step=1, rounds="1,-1", length=0, tlang="en", strip_spaces=True,
strip_in_braces=True, strip_diacritics=True, translate=False):
"""
Processes Tripitaka JSON files and performs various text manipulations.
Parameters:
- start (int): Start number of the Tripitaka book.
- end (int): End number of the Tripitaka book.
- step (int): Step size for character selection.
- rounds (str): Comma-separated list of round numbers (can include negative values).
- 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.
"""
base_path = "texts/tripitaka"
translator = GoogleTranslator(source='sa', target=tlang) if translate else None # Correct source language for Sanskrit
results = []
for i in range(start, end + 1):
file_pattern = f"{base_path}/{i:02}*.json" # Adjust to Tripitaka file naming
matched_files = glob.glob(file_pattern)
if not matched_files:
logger.warning(f"Mandala {i}: No files found for pattern {file_pattern}.")
results.append({"error": f"Mandala {i}: No files found for pattern {file_pattern}."})
continue
for file_name in matched_files:
try:
with open(file_name, 'r', encoding='utf-8') as file:
data = json.load(file)
full_text = ""
for gatha in data.get("gathas", []): # Safe access to 'gathas'
full_text += gatha + " "
clean_text = full_text
if strip_in_braces:
# Remove content within [], {}, <> brackets
clean_text = re.sub(r"\[.*?\]|\{.*?\}|\<.*?\>", "", clean_text, flags=re.DOTALL)
if strip_diacritics:
# Keep only Devanagari characters and spaces
clean_text = re.sub(r'[^\u0900-\u097F\s]', '', clean_text)
# Remove specific diacritics and punctuation
clean_text = re.sub(r'[\u0951-\u0954\u0964\u0965]+', '', clean_text)
# Remove Devanagari numerals
clean_text = re.sub(r'[०१२३४५६७८९]+', '', clean_text)
# Remove additional unwanted characters in one step
clean_text = re.sub(r'[:?!\'\-]', '', 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"Mandala {i}: Clean text length = {text_length}")
if text_length == 0:
logger.warning(f"Mandala {i}: No text available after cleaning.")
continue # Skip processing if no text is available
# Parse 'rounds', allow floats
try:
rounds_list = list(map(float, rounds.split(',')))
except ValueError as e:
logger.error(f"Mandala {i}: Invalid 'rounds' format: {rounds}")
results.append({"error": f"Mandala {i}: Invalid 'rounds' format: {rounds}"})
continue # Skip this Mandala due to invalid 'rounds' input
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"Mandala {i}: 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"Mandala {i}: 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"Mandala {i}: 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"Mandala {i}: 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"Mandala {i}: 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 Mandala {i}: {result_text}")
if length != 0:
result_text = result_text[:length]
logger.debug(f"Mandala {i}: 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"Translation error: {e}")
translated_text = ""
# Calculate the Gematria sum
try:
result_sum = calculate_gematria(result_text)
except Exception as e:
logger.error(f"Mandala {i}: Gematria calculation error: {e}")
result_sum = None
if result_text:
result = {
'book': f"Tripitaka {i}.",
'title': f'{data.get("title", "Unknown Title")} {data.get("book_name", "Unknown Book")} {data.get("chapter", "")}',
'result_text': result_text,
'result_sum': result_sum,
'translated_text': translated_text,
'source_language': "sa",
}
results.append(result)
except (FileNotFoundError, json.JSONDecodeError, KeyError) as e:
logger.error(f"Mandala {i}: Error processing {file_name}: {e}")
results.append({"error": f"Mandala {i}: Error processing {file_name}: {e}"})
except Exception as e:
logger.error(f"Mandala {i}: Unexpected error processing {file_name}: {e}")
results.append({"error": f"Mandala {i}: Unexpected error processing {file_name}: {e}"})
return results if results else None
# Tests
test_results = [
(process_json_files(1,1,386,"1,-1", translate=True),"अअमुोच्टेकोसचण")
]
# Function to run tests
def run_tests(test_results):
all_tests_passed = True
for idx, (result, expected) in enumerate(test_results):
if expected is None: # Check if no result is expected
if not result:
logger.warning(f"Test {idx}: Passed (Expected no results, got no results.)")
else:
# Extract result_text from the first result
result_text = result[0].get('result_text', None)
logger.error(f"Test {idx}: Failed (Expected no results, but got: {result_text})")
all_tests_passed = False
else:
# Check if result is not empty before accessing elements
if result:
result_text = result[0].get("result_text")
if result_text == expected:
logger.warning(f"Test {idx}: Passed (Expected: '{expected}', Got: '{result_text}')")
else:
logger.error(f"Test {idx}: Failed (Expected: '{expected}', but got: '{result_text}')")
all_tests_passed = False
else:
logger.error(f"Test {idx}: Failed (Expected: '{expected}', but got no results)")
all_tests_passed = False
if all_tests_passed:
logger.info("All round tests passed.")
else:
logger.info("Some tests failed. Please check the error messages above.")
# Run the tests
run_tests(test_results)
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