"""Helper functions to parse the the raw_specifications xml string into a dictionary containing the values we are interested in. I decided to parse raw_speficications instead of using the "specifications" column because the raw data seemed to be cleaner and more consistent, even if it requires more effort to parse. First I parse the xml into a dictionary. Then, I standardize the found keys into some keys I expect. Notes: Looks like "dimenions" can be "Dimensions (Overall)", "Dimensions" or other things like "Assembled Dimensions" or "Piece X Dimensions". But this latter two options are incomplete (lack the height), harder to parse and rare enough that I'll just drop them Package Quantity and Number of Pieces are never found together. I will assume they refer to the same thing. """ import logging import xml.etree.ElementTree as ET from typing import Dict FIELDS_MAPPING = { "Material": "materials", "Package Quantity": "packaging", "Number of Pieces": "packaging", "Dimensions (Overall)": "dimensions", "Dimensions": "dimensions", "Weight": "weight", "TCIN": "tcin", "Origin": "origin", } def iter_parse(root: ET.Element) -> Dict[str, str]: """Recursively parse the XML tree into a dictionary Each key/value pair is inside its own
tag and the key inside a tag. The fields that I believe are compulsory (TCIN, UPC and Origin) are only nested one level deep, while the rest of fields seem to be always nested two levels deep. But parsing it recursively helps generalise both cases.""" spec_dict = {} for child in root: if child.tag == "div": if "b" in [x.tag for x in child]: key, *values = child.itertext() key = key.strip(":") value = "".join(values).strip(":") spec_dict[key] = value else: spec_dict.update(iter_parse(child)) return spec_dict def parse_raw_specs(raw_specs: str) -> Dict[str, str]: """Parse a raw specifications XML string into a dictionary. This involves first recursively parsing the XML tree and then renaming the key values""" try: xml_root = ET.fromstring(raw_specs) except ET.ParseError: logging.error("error parsing xml string: \n%s", raw_specs) return {} parsed = iter_parse(xml_root) specs_dict = { FIELDS_MAPPING[key]: value for key, value in parsed.items() if key in FIELDS_MAPPING } return specs_dict