How to make Python `lxml` read surrogate pairs?
Feb 28, 11:41am

When working with XML or HTML content that contains surrogate pairs (which are used in UTF-16 to represent characters outside the Basic Multilingual Plane, such as many emojis or rare scripts), Python's lxml library may not handle them correctly by default. This is because lxml expects valid UTF-8 or UTF-16 encoded input, and surrogate pairs can cause parsing errors if not handled properly.

How to Make lxml Read Surrogate Pairs

1. Encode the Input Properly

  • Ensure your input string is encoded in UTF-8 or UTF-16 before passing it to lxml.
  • If your string contains surrogate pairs, encode it as UTF-16, then decode it back to a string, or handle it as bytes.

2. Use bytes Input with lxml

  • If you have a string with surrogate pairs, encode it to bytes (UTF-8 or UTF-16) and pass the bytes to lxml.etree.fromstring or lxml.etree.parse.
python
from lxml import etree

# Example string with surrogate pair (e.g., an emoji)
xml_string = "<root>Hello, world! 😊</root>"

# Encode to UTF-8 bytes
xml_bytes = xml_string.encode("utf-8")

# Parse from bytes
root = etree.fromstring(xml_bytes)
print(etree.tostring(root, encoding="unicode"))

3. Handle Surrogate Pairs in UTF-16

  • If your data is in UTF-16 (e.g., from a file or API), read it as bytes and decode it properly:
python
with open("file.xml", "rb") as f:
    xml_bytes = f.read()

# Decode as UTF-16 if needed
xml_string = xml_bytes.decode("utf-16")
root = etree.fromstring(xml_string.encode("utf-8"))

4. Use recover=True for Malformed Input

  • If you expect malformed XML (e.g., broken surrogate pairs), you can use recover=True to ignore errors:
python
parser = etree.XMLParser(recover=True)
root = etree.fromstring(xml_string, parser=parser)

5. Normalize the String (Optional)

  • If you want to ensure surrogate pairs are handled as single characters, normalize the string first:
python
import unicodedata

normalized_string = unicodedata.normalize("NFC", xml_string)
root = etree.fromstring(normalized_string.encode("utf-8"))

Key Takeaways

  • Always encode strings containing surrogate pairs to UTF-8 or UTF-16 before passing them to lxml.
  • Use bytes input for lxml.etree.fromstring or lxml.etree.parse to avoid encoding issues.
  • If the input is malformed, use recover=True to parse it anyway.
  • Normalize the string if you need to handle surrogate pairs as single characters.
Feb 28, 11:41am

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from lxml import etree # Example string with surrogate pair (e.g., an emoji) xml_string = "<root>Hello, world! 😊</root>" # Encode to UTF-8 bytes xml_bytes = xml_string.encode("utf-8") # Parse from bytes root = etree.fromstring(xml_bytes) print(etree.tostring(root, encoding="unicode"))
with open("file.xml", "rb") as f: xml_bytes = f.read() # Decode as UTF-16 if needed xml_string = xml_bytes.decode("utf-16") root = etree.fromstring(xml_string.encode("utf-8"))
import unicodedata normalized_string = unicodedata.normalize("NFC", xml_string) root = etree.fromstring(normalized_string.encode("utf-8"))