Created
July 30, 2022 13:24
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Python parser for google taxonomy
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import requests | |
en_content = requests.get('https://www.google.com/basepages/producttype/taxonomy-with-ids.en-US.txt') | |
def load_taxonomy_hierarchy(root, taxonomy_content, is_root): | |
lines = taxonomy_content.split('\n') | |
filtered_lines = lines[1:] | |
filtered_lines = list(filter(lambda line: len(line) > 0, filtered_lines)) | |
# extract the root taxonomy from content | |
root_taxonomy_set = set() | |
for i, x in enumerate(filtered_lines): | |
if(len(x) > 0): | |
if(is_root): | |
current_taxonomy_code = x.split("-", 1)[0] | |
root_taxonomy_set.add(x.split("-", 1).pop().split('>')[0].strip()) | |
else: | |
root_taxonomy_set.add(x.split('>')[0].strip()) | |
root['children'] = list() | |
for i, x in enumerate(list(root_taxonomy_set)): | |
ele_content_lines = list() | |
ele_code = None | |
for line in filtered_lines: | |
if(is_root): | |
root_category = line.split("-", 1).pop().split('>')[0].strip() | |
else: | |
root_category = line.split('>')[0].strip() | |
if x == root_category: | |
if(is_root): | |
ele_content_lines.append('>'.join(line.split("-", 1).pop().split('>')[1:])) | |
else: | |
ele_content_lines.append('>'.join(line.split('>')[1:])) | |
ele = {'name': x, 'content': "\n".join(ele_content_lines), 'code': ele_code} | |
if is_root: | |
ele['parent_name'] = None | |
else: | |
ele['parent_name'] = root['name'] | |
load_taxonomy_hierarchy(ele, ele['content'], False) | |
root['children'].append(ele) | |
return root | |
def lookupCodeByName(name, taxonomy_content): | |
lines = taxonomy_content.split('\n') | |
filtered_lines = lines[1:] | |
filtered_lines = list(filter(lambda line: len(line) > 0, filtered_lines)) | |
for line in filtered_lines: | |
if(line.split('-', 1).pop().strip() == name): | |
return line.split('-', 1)[0].strip() | |
return None | |
def lookupAllCodes(hierarchy, prefix): | |
children = hierarchy['children'] | |
hierarchy['content'] = None | |
if(len(children) > 0): | |
for child in children: | |
if prefix != None: | |
lookupAllCodes(child, prefix + " > " + child['name']) | |
child['code'] = lookupCodeByName(prefix + " > " + child['name'], en_content.text) | |
else: | |
lookupAllCodes(child, child['name']) | |
child['code'] = lookupCodeByName(child['name'], en_content.text) | |
root = {'name': 'root', 'code': None} | |
hierarchy = load_taxonomy_hierarchy(root, en_content.text, True) | |
lookupAllCodes(hierarchy, None) | |
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