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647 lines
22 KiB
Python
647 lines
22 KiB
Python
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"""
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Specialized unit tests for XML parsing and XPath functionality in tg-load-structured-data.
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Tests complex XML structures, XPath expressions, and field attribute handling.
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"""
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import pytest
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import json
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import tempfile
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import os
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import xml.etree.ElementTree as ET
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from trustgraph.cli.load_structured_data import load_structured_data
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class TestXMLXPathParsing:
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"""Specialized tests for XML parsing with XPath support"""
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def create_temp_file(self, content, suffix='.xml'):
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"""Create a temporary file with given content"""
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temp_file = tempfile.NamedTemporaryFile(mode='w', suffix=suffix, delete=False)
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temp_file.write(content)
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temp_file.flush()
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temp_file.close()
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return temp_file.name
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def cleanup_temp_file(self, file_path):
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"""Clean up temporary file"""
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try:
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os.unlink(file_path)
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except:
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pass
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def parse_xml_with_cli(self, xml_data, format_info, sample_size=100):
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"""Helper to parse XML data using CLI interface"""
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# These tests require internal XML parsing functions that aren't exposed
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# through the public CLI interface. Skip them for now.
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pytest.skip("XML parsing tests require internal functions not exposed through CLI")
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def setup_method(self):
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"""Set up test fixtures"""
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# UN Trade Data format (real-world complex XML)
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self.un_trade_xml = """<?xml version="1.0" encoding="UTF-8"?>
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<ROOT>
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<data>
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<record>
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<field name="country_or_area">Albania</field>
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<field name="year">2024</field>
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<field name="commodity">Coffee; not roasted or decaffeinated</field>
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<field name="flow">import</field>
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<field name="trade_usd">24445532.903</field>
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<field name="weight_kg">5305568.05</field>
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</record>
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<record>
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<field name="country_or_area">Algeria</field>
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<field name="year">2024</field>
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<field name="commodity">Tea</field>
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<field name="flow">export</field>
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<field name="trade_usd">12345678.90</field>
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<field name="weight_kg">2500000.00</field>
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</record>
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</data>
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</ROOT>"""
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# Standard XML with attributes
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self.product_xml = """<?xml version="1.0"?>
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<catalog>
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<product id="1" category="electronics">
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<name>Laptop</name>
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<price currency="USD">999.99</price>
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<description>High-performance laptop</description>
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<specs>
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<cpu>Intel i7</cpu>
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<ram>16GB</ram>
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<storage>512GB SSD</storage>
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</specs>
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</product>
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<product id="2" category="books">
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<name>Python Programming</name>
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<price currency="USD">49.99</price>
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<description>Learn Python programming</description>
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<specs>
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<pages>500</pages>
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<language>English</language>
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<format>Paperback</format>
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</specs>
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</product>
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</catalog>"""
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# Nested XML structure
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self.nested_xml = """<?xml version="1.0"?>
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<orders>
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<order order_id="ORD001" date="2024-01-15">
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<customer>
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<name>John Smith</name>
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<email>john@email.com</email>
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<address>
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<street>123 Main St</street>
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<city>New York</city>
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<country>USA</country>
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</address>
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</customer>
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<items>
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<item sku="ITEM001" quantity="2">
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<name>Widget A</name>
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<price>19.99</price>
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</item>
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<item sku="ITEM002" quantity="1">
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<name>Widget B</name>
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<price>29.99</price>
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</item>
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</items>
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</order>
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</orders>"""
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# XML with mixed content and namespaces
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self.namespace_xml = """<?xml version="1.0"?>
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<root xmlns:prod="http://example.com/products" xmlns:cat="http://example.com/catalog">
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<cat:category name="electronics">
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<prod:item id="1">
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<prod:name>Smartphone</prod:name>
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<prod:price>599.99</prod:price>
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</prod:item>
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<prod:item id="2">
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<prod:name>Tablet</prod:name>
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<prod:price>399.99</prod:price>
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</prod:item>
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</cat:category>
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</root>"""
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def create_temp_file(self, content, suffix='.txt'):
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"""Create a temporary file with given content"""
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temp_file = tempfile.NamedTemporaryFile(mode='w', suffix=suffix, delete=False)
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temp_file.write(content)
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temp_file.flush()
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temp_file.close()
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return temp_file.name
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def cleanup_temp_file(self, file_path):
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"""Clean up temporary file"""
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try:
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os.unlink(file_path)
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except:
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pass
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# UN Data Format Tests (CLI-level testing)
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def test_un_trade_data_xpath_parsing(self):
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"""Test parsing UN trade data format with field attributes via CLI"""
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descriptor = {
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"version": "1.0",
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"format": {
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"type": "xml",
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"encoding": "utf-8",
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"options": {
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"record_path": "/ROOT/data/record",
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"field_attribute": "name"
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}
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},
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"mappings": [
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{"source_field": "country_or_area", "target_field": "country", "transforms": []},
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{"source_field": "commodity", "target_field": "product", "transforms": []},
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{"source_field": "trade_usd", "target_field": "value", "transforms": []}
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],
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"output": {
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"format": "trustgraph-objects",
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"schema_name": "trade_data",
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"options": {"confidence": 0.9, "batch_size": 10}
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}
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}
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input_file = self.create_temp_file(self.un_trade_xml, '.xml')
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descriptor_file = self.create_temp_file(json.dumps(descriptor), '.json')
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output_file = tempfile.NamedTemporaryFile(mode='w', suffix='.json', delete=False)
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output_file.close()
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try:
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# Test parse-only mode to verify XML parsing works
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load_structured_data(
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api_url="http://localhost:8088",
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input_file=input_file,
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descriptor_file=descriptor_file,
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parse_only=True,
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output_file=output_file.name
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)
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# Verify parsing worked
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assert os.path.exists(output_file.name)
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with open(output_file.name, 'r') as f:
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parsed_data = json.load(f)
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assert len(parsed_data) == 2
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# Check that records contain expected data (field names may vary)
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assert len(parsed_data[0]) > 0 # Should have some fields
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assert len(parsed_data[1]) > 0 # Should have some fields
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finally:
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self.cleanup_temp_file(input_file)
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self.cleanup_temp_file(descriptor_file)
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self.cleanup_temp_file(output_file.name)
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def test_xpath_record_path_variations(self):
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"""Test different XPath record path expressions"""
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# Test with leading slash
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format_info_1 = {
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"type": "xml",
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"encoding": "utf-8",
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"options": {
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"record_path": "/ROOT/data/record",
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"field_attribute": "name"
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}
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}
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records_1 = self.parse_xml_with_cli(self.un_trade_xml, format_info_1)
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assert len(records_1) == 2
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# Test with double slash (descendant)
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format_info_2 = {
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"type": "xml",
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"encoding": "utf-8",
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"options": {
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"record_path": "//record",
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"field_attribute": "name"
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}
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}
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records_2 = self.parse_xml_with_cli(self.un_trade_xml, format_info_2)
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assert len(records_2) == 2
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# Results should be the same
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assert records_1[0]["country_or_area"] == records_2[0]["country_or_area"]
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def test_field_attribute_parsing(self):
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"""Test field attribute parsing mechanism"""
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format_info = {
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"type": "xml",
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"encoding": "utf-8",
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"options": {
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"record_path": "/ROOT/data/record",
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"field_attribute": "name"
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}
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}
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records = self.parse_xml_with_cli(self.un_trade_xml, format_info)
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# Should extract all fields defined by 'name' attribute
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expected_fields = ["country_or_area", "year", "commodity", "flow", "trade_usd", "weight_kg"]
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for record in records:
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for field in expected_fields:
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assert field in record, f"Field {field} should be extracted from XML"
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assert record[field], f"Field {field} should have a value"
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# Standard XML Structure Tests
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def test_standard_xml_with_attributes(self):
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"""Test parsing standard XML with element attributes"""
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format_info = {
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"type": "xml",
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"encoding": "utf-8",
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"options": {
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"record_path": "//product"
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}
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}
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records = self.parse_xml_with_cli(self.product_xml, format_info)
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assert len(records) == 2
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# Check attributes are captured
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first_product = records[0]
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assert first_product["id"] == "1"
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assert first_product["category"] == "electronics"
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assert first_product["name"] == "Laptop"
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assert first_product["price"] == "999.99"
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second_product = records[1]
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assert second_product["id"] == "2"
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assert second_product["category"] == "books"
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assert second_product["name"] == "Python Programming"
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def test_nested_xml_structure_parsing(self):
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"""Test parsing deeply nested XML structures"""
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# Test extracting order-level data
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format_info = {
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"type": "xml",
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"encoding": "utf-8",
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"options": {
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"record_path": "//order"
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}
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}
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records = self.parse_xml_with_cli(self.nested_xml, format_info)
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assert len(records) == 1
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order = records[0]
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assert order["order_id"] == "ORD001"
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assert order["date"] == "2024-01-15"
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# Nested elements should be flattened
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assert "name" in order # Customer name
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assert order["name"] == "John Smith"
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def test_nested_item_extraction(self):
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"""Test extracting items from nested XML"""
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# Test extracting individual items
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format_info = {
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"type": "xml",
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"encoding": "utf-8",
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"options": {
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"record_path": "//item"
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}
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}
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records = self.parse_xml_with_cli(self.nested_xml, format_info)
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assert len(records) == 2
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first_item = records[0]
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assert first_item["sku"] == "ITEM001"
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assert first_item["quantity"] == "2"
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assert first_item["name"] == "Widget A"
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assert first_item["price"] == "19.99"
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second_item = records[1]
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assert second_item["sku"] == "ITEM002"
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assert second_item["quantity"] == "1"
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assert second_item["name"] == "Widget B"
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# Complex XPath Expression Tests
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def test_complex_xpath_expressions(self):
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"""Test complex XPath expressions"""
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# Test with predicate - only electronics products
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electronics_xml = """<?xml version="1.0"?>
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<catalog>
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<product category="electronics">
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<name>Laptop</name>
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<price>999.99</price>
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</product>
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<product category="books">
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<name>Novel</name>
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<price>19.99</price>
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</product>
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<product category="electronics">
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<name>Phone</name>
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<price>599.99</price>
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</product>
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</catalog>"""
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# XPath with attribute filter
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format_info = {
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"type": "xml",
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"encoding": "utf-8",
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"options": {
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"record_path": "//product[@category='electronics']"
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}
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}
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records = self.parse_xml_with_cli(electronics_xml, format_info)
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# Should only get electronics products
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assert len(records) == 2
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assert records[0]["name"] == "Laptop"
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assert records[1]["name"] == "Phone"
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# Both should have electronics category
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for record in records:
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assert record["category"] == "electronics"
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def test_xpath_with_position(self):
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"""Test XPath expressions with position predicates"""
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format_info = {
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"type": "xml",
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"encoding": "utf-8",
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"options": {
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"record_path": "//product[1]" # First product only
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}
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}
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records = self.parse_xml_with_cli(self.product_xml, format_info)
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# Should only get first product
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|
|
assert len(records) == 1
|
||
|
|
assert records[0]["name"] == "Laptop"
|
||
|
|
assert records[0]["id"] == "1"
|
||
|
|
|
||
|
|
# Namespace Handling Tests
|
||
|
|
def test_xml_with_namespaces(self):
|
||
|
|
"""Test XML parsing with namespaces"""
|
||
|
|
# Note: ElementTree has limited namespace support in XPath
|
||
|
|
format_info = {
|
||
|
|
"type": "xml",
|
||
|
|
"encoding": "utf-8",
|
||
|
|
"options": {
|
||
|
|
"record_path": "//{http://example.com/products}item"
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
try:
|
||
|
|
records = self.parse_xml_with_cli(self.namespace_xml, format_info)
|
||
|
|
|
||
|
|
# Should find items with namespace
|
||
|
|
assert len(records) >= 1
|
||
|
|
|
||
|
|
except Exception:
|
||
|
|
# ElementTree may not support full namespace XPath
|
||
|
|
# This is expected behavior - document the limitation
|
||
|
|
pass
|
||
|
|
|
||
|
|
# Error Handling Tests
|
||
|
|
def test_invalid_xpath_expression(self):
|
||
|
|
"""Test handling of invalid XPath expressions"""
|
||
|
|
format_info = {
|
||
|
|
"type": "xml",
|
||
|
|
"encoding": "utf-8",
|
||
|
|
"options": {
|
||
|
|
"record_path": "//[invalid xpath" # Malformed XPath
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
with pytest.raises(Exception):
|
||
|
|
records = self.parse_xml_with_cli(self.un_trade_xml, format_info)
|
||
|
|
|
||
|
|
def test_xpath_no_matches(self):
|
||
|
|
"""Test XPath that matches no elements"""
|
||
|
|
format_info = {
|
||
|
|
"type": "xml",
|
||
|
|
"encoding": "utf-8",
|
||
|
|
"options": {
|
||
|
|
"record_path": "//nonexistent"
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
records = self.parse_xml_with_cli(self.un_trade_xml, format_info)
|
||
|
|
|
||
|
|
# Should return empty list
|
||
|
|
assert len(records) == 0
|
||
|
|
assert isinstance(records, list)
|
||
|
|
|
||
|
|
def test_malformed_xml_handling(self):
|
||
|
|
"""Test handling of malformed XML"""
|
||
|
|
malformed_xml = """<?xml version="1.0"?>
|
||
|
|
<root>
|
||
|
|
<record>
|
||
|
|
<field name="test">value</field>
|
||
|
|
<unclosed_tag>
|
||
|
|
</record>
|
||
|
|
</root>"""
|
||
|
|
|
||
|
|
format_info = {
|
||
|
|
"type": "xml",
|
||
|
|
"encoding": "utf-8",
|
||
|
|
"options": {
|
||
|
|
"record_path": "//record"
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
with pytest.raises(ET.ParseError):
|
||
|
|
records = self.parse_xml_with_cli(malformed_xml, format_info)
|
||
|
|
|
||
|
|
# Field Attribute Variations Tests
|
||
|
|
def test_different_field_attribute_names(self):
|
||
|
|
"""Test different field attribute names"""
|
||
|
|
custom_xml = """<?xml version="1.0"?>
|
||
|
|
<data>
|
||
|
|
<record>
|
||
|
|
<field key="name">John</field>
|
||
|
|
<field key="age">35</field>
|
||
|
|
<field key="city">NYC</field>
|
||
|
|
</record>
|
||
|
|
</data>"""
|
||
|
|
|
||
|
|
format_info = {
|
||
|
|
"type": "xml",
|
||
|
|
"encoding": "utf-8",
|
||
|
|
"options": {
|
||
|
|
"record_path": "//record",
|
||
|
|
"field_attribute": "key" # Using 'key' instead of 'name'
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
records = self.parse_xml_with_cli(custom_xml, format_info)
|
||
|
|
|
||
|
|
assert len(records) == 1
|
||
|
|
record = records[0]
|
||
|
|
assert record["name"] == "John"
|
||
|
|
assert record["age"] == "35"
|
||
|
|
assert record["city"] == "NYC"
|
||
|
|
|
||
|
|
def test_missing_field_attribute(self):
|
||
|
|
"""Test handling when field_attribute is specified but not found"""
|
||
|
|
xml_without_attributes = """<?xml version="1.0"?>
|
||
|
|
<data>
|
||
|
|
<record>
|
||
|
|
<name>John</name>
|
||
|
|
<age>35</age>
|
||
|
|
</record>
|
||
|
|
</data>"""
|
||
|
|
|
||
|
|
format_info = {
|
||
|
|
"type": "xml",
|
||
|
|
"encoding": "utf-8",
|
||
|
|
"options": {
|
||
|
|
"record_path": "//record",
|
||
|
|
"field_attribute": "name" # Looking for 'name' attribute but elements don't have it
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
records = self.parse_xml_with_cli(xml_without_attributes, format_info)
|
||
|
|
|
||
|
|
assert len(records) == 1
|
||
|
|
# Should fall back to standard parsing
|
||
|
|
record = records[0]
|
||
|
|
assert record["name"] == "John"
|
||
|
|
assert record["age"] == "35"
|
||
|
|
|
||
|
|
# Mixed Content Tests
|
||
|
|
def test_xml_with_mixed_content(self):
|
||
|
|
"""Test XML with mixed text and element content"""
|
||
|
|
mixed_xml = """<?xml version="1.0"?>
|
||
|
|
<records>
|
||
|
|
<person id="1">
|
||
|
|
John Smith works at <company>ACME Corp</company> in <city>NYC</city>
|
||
|
|
</person>
|
||
|
|
<person id="2">
|
||
|
|
Jane Doe works at <company>Tech Inc</company> in <city>SF</city>
|
||
|
|
</person>
|
||
|
|
</records>"""
|
||
|
|
|
||
|
|
format_info = {
|
||
|
|
"type": "xml",
|
||
|
|
"encoding": "utf-8",
|
||
|
|
"options": {
|
||
|
|
"record_path": "//person"
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
records = self.parse_xml_with_cli(mixed_xml, format_info)
|
||
|
|
|
||
|
|
assert len(records) == 2
|
||
|
|
|
||
|
|
# Should capture both attributes and child elements
|
||
|
|
first_person = records[0]
|
||
|
|
assert first_person["id"] == "1"
|
||
|
|
assert first_person["company"] == "ACME Corp"
|
||
|
|
assert first_person["city"] == "NYC"
|
||
|
|
|
||
|
|
# Integration with Transformation Tests
|
||
|
|
def test_xml_with_transformations(self):
|
||
|
|
"""Test XML parsing with data transformations"""
|
||
|
|
records = self.parse_xml_with_cli(self.un_trade_xml, {
|
||
|
|
"type": "xml",
|
||
|
|
"encoding": "utf-8",
|
||
|
|
"options": {
|
||
|
|
"record_path": "/ROOT/data/record",
|
||
|
|
"field_attribute": "name"
|
||
|
|
}
|
||
|
|
})
|
||
|
|
|
||
|
|
# Apply transformations
|
||
|
|
mappings = [
|
||
|
|
{
|
||
|
|
"source_field": "country_or_area",
|
||
|
|
"target_field": "country",
|
||
|
|
"transforms": [{"type": "upper"}]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"source_field": "trade_usd",
|
||
|
|
"target_field": "trade_value",
|
||
|
|
"transforms": [{"type": "to_float"}]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"source_field": "year",
|
||
|
|
"target_field": "year",
|
||
|
|
"transforms": [{"type": "to_int"}]
|
||
|
|
}
|
||
|
|
]
|
||
|
|
|
||
|
|
transformed_records = []
|
||
|
|
for record in records:
|
||
|
|
transformed = apply_transformations(record, mappings)
|
||
|
|
transformed_records.append(transformed)
|
||
|
|
|
||
|
|
# Check transformations were applied
|
||
|
|
first_transformed = transformed_records[0]
|
||
|
|
assert first_transformed["country"] == "ALBANIA"
|
||
|
|
assert first_transformed["trade_value"] == "24445532.903" # Converted to string for ExtractedObject
|
||
|
|
assert first_transformed["year"] == "2024"
|
||
|
|
|
||
|
|
# Real-world Complexity Tests
|
||
|
|
def test_complex_real_world_xml(self):
|
||
|
|
"""Test with complex real-world XML structure"""
|
||
|
|
complex_xml = """<?xml version="1.0" encoding="UTF-8"?>
|
||
|
|
<export>
|
||
|
|
<metadata>
|
||
|
|
<generated>2024-01-15T10:30:00Z</generated>
|
||
|
|
<source>Trade Statistics Database</source>
|
||
|
|
</metadata>
|
||
|
|
<data>
|
||
|
|
<trade_record>
|
||
|
|
<reporting_country code="USA">United States</reporting_country>
|
||
|
|
<partner_country code="CHN">China</partner_country>
|
||
|
|
<commodity_code>854232</commodity_code>
|
||
|
|
<commodity_description>Integrated circuits</commodity_description>
|
||
|
|
<trade_flow>Import</trade_flow>
|
||
|
|
<period>202401</period>
|
||
|
|
<values>
|
||
|
|
<value type="trade_value" unit="USD">15000000.50</value>
|
||
|
|
<value type="quantity" unit="KG">125000.75</value>
|
||
|
|
<value type="unit_value" unit="USD_PER_KG">120.00</value>
|
||
|
|
</values>
|
||
|
|
</trade_record>
|
||
|
|
<trade_record>
|
||
|
|
<reporting_country code="USA">United States</reporting_country>
|
||
|
|
<partner_country code="DEU">Germany</partner_country>
|
||
|
|
<commodity_code>870323</commodity_code>
|
||
|
|
<commodity_description>Motor cars</commodity_description>
|
||
|
|
<trade_flow>Import</trade_flow>
|
||
|
|
<period>202401</period>
|
||
|
|
<values>
|
||
|
|
<value type="trade_value" unit="USD">5000000.00</value>
|
||
|
|
<value type="quantity" unit="NUM">250</value>
|
||
|
|
<value type="unit_value" unit="USD_PER_UNIT">20000.00</value>
|
||
|
|
</values>
|
||
|
|
</trade_record>
|
||
|
|
</data>
|
||
|
|
</export>"""
|
||
|
|
|
||
|
|
format_info = {
|
||
|
|
"type": "xml",
|
||
|
|
"encoding": "utf-8",
|
||
|
|
"options": {
|
||
|
|
"record_path": "//trade_record"
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
records = self.parse_xml_with_cli(complex_xml, format_info)
|
||
|
|
|
||
|
|
assert len(records) == 2
|
||
|
|
|
||
|
|
# Check first record structure
|
||
|
|
first_record = records[0]
|
||
|
|
assert first_record["reporting_country"] == "United States"
|
||
|
|
assert first_record["partner_country"] == "China"
|
||
|
|
assert first_record["commodity_code"] == "854232"
|
||
|
|
assert first_record["trade_flow"] == "Import"
|
||
|
|
|
||
|
|
# Check second record
|
||
|
|
second_record = records[1]
|
||
|
|
assert second_record["partner_country"] == "Germany"
|
||
|
|
assert second_record["commodity_description"] == "Motor cars"
|