Sanatbek_Matlatipov commited on
Commit
c111fdf
·
1 Parent(s): ef58454

jsonL file is added. XML TO jsonl Converter is added

Browse files
aspect-based-sentiment-analysis-uzbek.jsonl ADDED
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aspect-based-sentiment-analysis-uzbek1.py → data/aspect-based-sentiment-analysis-uzbek1.py RENAMED
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data/xml_to_jsonl.py ADDED
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+ import json
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+ import xml.etree.ElementTree as ET
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+
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+
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+ # Step 1: Parse XML
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+ def xml_to_list(filepath):
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+ tree = ET.parse(filepath)
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+ root = tree.getroot()
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+
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+ data = []
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+ for sentence in root.findall("sentence"):
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+ sentence_id = sentence.get("ID")
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+ text = sentence.find("text").text
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+
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+ aspect_terms = []
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+ for aspect_term in sentence.findall("./aspectTerms/aspectTerm"):
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+ aspect_terms.append({
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+ "term": aspect_term.get("term"),
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+ "polarity": aspect_term.get("polarity"),
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+ "from": int(aspect_term.get("from")),
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+ "to": int(aspect_term.get("to")),
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+ })
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+
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+ aspect_categories = []
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+ for aspect_category in sentence.findall("./aspectCategories/aspectCategory"):
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+ aspect_categories.append({
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+ "category": aspect_category.get("category"),
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+ "polarity": aspect_category.get("polarity"),
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+ })
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+
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+ data.append({
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+ "sentence_id": sentence_id,
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+ "text": text,
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+ "aspect_terms": aspect_terms,
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+ "aspect_categories": aspect_categories,
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+ })
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+ return data
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+
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+
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+ xml_data = xml_to_list("absa_uz_all.xml")
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+
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+ # Step 2: Save as JSONL
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+ with open("../aspect-based-sentiment-analysis-uzbek.jsonl", "w") as outfile:
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+ for entry in xml_data:
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+ json_str = json.dumps(entry)
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+ outfile.write(json_str + "\n")