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Upload helpers.py
Browse files- src/helpers.py +82 -0
src/helpers.py
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#utils/helpers.py
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from datetime import datetime
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import logging
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import os
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import time
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from functools import wraps
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# --------------------
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# Ensure folder exists
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# --------------------
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def ensure_folder(path):
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if not os.path.exists(path):
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os.makedirs(path)
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# --------------------
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# Logger setup
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# --------------------
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def setup_logger(log_file: str = None):
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logger = logging.getLogger("reddit_logger")
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logger.setLevel(logging.INFO)
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if not logger.handlers:
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# Console handler
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ch = logging.StreamHandler()
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ch.setLevel(logging.INFO)
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formatter = logging.Formatter('%(asctime)s - %(levelname)s - %(message)s')
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ch.setFormatter(formatter)
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logger.addHandler(ch)
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# File handler (optional)
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if log_file:
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ensure_folder(os.path.dirname(log_file))
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fh = logging.FileHandler(log_file)
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fh.setLevel(logging.INFO)
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fh.setFormatter(formatter)
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logger.addHandler(fh)
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return logger
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# Initialize logger (console + optional file)
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logger = setup_logger("logs/reddit_scraper.log")
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# --------------------
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# Convert timestamp to datetime
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# --------------------
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def timestamp_to_datetime(ts):
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return datetime.utcfromtimestamp(ts)
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# --------------------
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# Retry decorator for API calls
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# --------------------
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def retry(exceptions, tries=3, delay=2, backoff=2, logger=None):
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"""
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Retry decorator for functions that may fail due to network/API issues.
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exceptions: tuple of exception types to catch
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tries: number of attempts
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delay: initial delay between retries
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backoff: multiplier for delay after each failure
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"""
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def decorator(func):
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@wraps(func)
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def wrapper(*args, **kwargs):
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_tries, _delay = tries, delay
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while _tries > 0:
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try:
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return func(*args, **kwargs)
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except exceptions as e:
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msg = f"{func.__name__} failed with {e}, retrying in {_delay} seconds..."
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if logger:
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logger.warning(msg)
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else:
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print(msg)
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time.sleep(_delay)
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_tries -= 1
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_delay *= backoff
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msg = f"{func.__name__} failed after {tries} attempts."
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if logger:
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logger.error(msg)
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else:
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print(msg)
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raise
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return wrapper
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return decorator
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