1. import base64
  2. import zlib
  4. def encode_api_response(data):
  5. """Encodes API response data for short-lived tasks with limited memory."""
  6. try:
  7. # Compress the data using zlib
  8. compressed_data = zlib.compress(data.encode('utf-8'))
  9. # Encode the compressed data to base64 for easier transmission
  10. encoded_data = base64.b64encode(compressed_data).decode('utf-8')
  11. return encoded_data
  12. except Exception as e:
  13. print(f"Encoding error: {e}")
  14. return None
  16. def decode_api_response(encoded_data):
  17. """Decodes API response data."""
  18. try:
  19. # Decode the base64 encoded data
  20. compressed_data = base64.b64decode(encoded_data.encode('utf-8'))
  21. # Decompress the data using zlib
  22. data = zlib.decompress(compressed_data).decode('utf-8')
  23. return data
  24. except Exception as e:
  25. print(f"Decoding error: {e}")
  26. return None
  29. if __name__ == '__main__':
  30. # Example usage
  31. original_data = "This is a sample API response."
  32. encoded_data = encode_api_response(original_data)
  34. if encoded_data:
  35. print(f"Encoded data: {encoded_data}")
  36. decoded_data = decode_api_response(encoded_data)
  37. if decoded_data:
  38. print(f"Decoded data: {decoded_data}")
  39. assert original_data == decoded_data
  40. else:
  41. print("Decoding failed.")
  42. else:
  43. print("Encoding failed.")

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