Fix pretty printing
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11
readme.md
11
readme.md
@@ -147,6 +147,17 @@ The LLM is free to escape data any way it wants,
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as long as it results in valid XML.
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The response is validated against a schema.
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#### XML Data Flow
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Entries store their content as raw text. During context compilation, the XML formatter
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wraps text content in CDATA sections, except when the content contains CDATA closing sequences.
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In those cases, the formatter uses standard XML escaping.
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This separation between storage and formatting:
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- Keeps entry data clean and unescaped
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- Centralizes XML formatting rules
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- Makes it easy to change escaping rules without modifying entries
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- Allows different formatting for different use cases
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The Context is escaped using CDATA blocks.
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Except when the data contains CDATA closing sequences.
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Then the whole block is escaped using standard XML escaping.
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@@ -3,10 +3,11 @@ from typing import List
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import xml.etree.ElementTree as ET
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from .llm_engine import LlmEngine
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from .response_parser import ResponseParser
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from .system_metrics import SystemMetrics
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from .util import pretty_print_element
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from .working_memory import WorkingMemory
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from .xml_validator import XMLValidator
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from .response_parser import ResponseParser
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class BaseAgent(ABC):
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"""
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@@ -52,4 +53,4 @@ class BaseAgent(ABC):
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context = self._metrics.generate_context(context_size)
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for entry in memory_context:
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context.append(entry)
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return ET.tostring(context, encoding="unicode")
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return pretty_print_element(context)
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54
sia/util.py
54
sia/util.py
@@ -1,5 +1,6 @@
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from typing import Iterator
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import xml.dom.minidom
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import xml.etree.ElementTree as ET
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from typing import Iterator, Optional
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def stop_before_value(iterator: Iterator[str], stop_value: str) -> Iterator[str]:
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"""
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@@ -22,6 +23,57 @@ def stop_before_value(iterator: Iterator[str], stop_value: str) -> Iterator[str]
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break
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yield item
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def escape_text_for_xml(text: str) -> str:
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"""Convert any value to string representation for XML storage."""
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if text is None:
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return ''
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return str(text)
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def pretty_print_element(elem: ET.Element, level: int = 0, max_line: int = 80) -> str:
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"""Convert ElementTree element to pretty-printed string with custom formatting."""
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indent = ' ' * level
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# Handle empty elements
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if not elem.text and not elem.tail and not elem.attrib and len(elem) == 0:
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return f'{indent}<{elem.tag}/>'
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# Build opening tag with attributes
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tag = elem.tag
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attrs = elem.attrib
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if attrs:
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attr_strings = [f'{k}="{v}"' for k, v in sorted(attrs.items())]
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attr_str = ' ' + ' '.join(attr_strings)
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if len(indent) + len(tag) + len(attr_str) + 2 > max_line:
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attr_indent = indent + ' '
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attr_str = '\n' + '\n'.join(f'{attr_indent}{a}' for a in attr_strings)
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else:
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attr_str = ''
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parts = [f'{indent}<{tag}{attr_str}>']
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# Handle text content
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if elem.text and elem.text.strip():
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text = elem.text
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if ']]>' in text:
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escaped = text.replace('&', '&') \
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.replace('<', '<') \
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.replace('>', '>') \
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.replace('"', '"') \
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.replace("'", ''')
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parts.append(f'{indent} {escaped}')
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else:
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parts.append(f'{indent} <![CDATA[{text}]]>')
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# Handle children
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for child in elem:
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parts.append(pretty_print_element(child, level + 1, max_line))
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if child.tail and child.tail.strip():
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parts.append(f'{indent} {child.tail}')
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parts.append(f'{indent}</{tag}>')
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return '\n'.join(parts)
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def escape_text_for_xml(text: str) -> str:
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"""
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Convert any text value to a properly escaped XML string.
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@@ -145,7 +145,6 @@ class BaseAgentTest(unittest.TestCase):
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self.assertEqual(len(list(root)), 0)
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def test_compile_context_with_entries(self):
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"""Test context compilation with working memory entries."""
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# Add test entry to working memory
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entry = ReasoningEntry("test reasoning", "test-id", self.test_timestamp)
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self.agent._working_memory.add_entry(entry)
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@@ -162,7 +161,8 @@ class BaseAgentTest(unittest.TestCase):
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reasoning_elem = root.find("reasoning")
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self.assertIsNotNone(reasoning_elem)
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self.assertEqual(reasoning_elem.get("id"), "test-id")
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self.assertEqual(reasoning_elem.text, "<![CDATA[test reasoning]]>")
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# Strip whitespace before comparing
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self.assertEqual(reasoning_elem.text.strip(), "<![CDATA[test reasoning]]>")
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def test_multiple_entries(self):
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"""Test handling multiple entries in working memory."""
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@@ -186,4 +186,4 @@ class BaseAgentTest(unittest.TestCase):
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self.assertEqual(len(reasoning_elems), 3)
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for i, elem in enumerate(reasoning_elems):
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self.assertEqual(elem.get("id"), f"id-{i}")
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self.assertEqual(elem.text, f"<![CDATA[test {i}]]>")
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self.assertEqual(elem.text.strip(), f"<![CDATA[test {i}]]>")
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@@ -138,26 +138,25 @@ class SystemMetricsTest(unittest.TestCase):
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context2.get("time")
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)
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def test_cpu_usage_detection(self):
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def test_cpu_usage_detection(self):
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"""Test CPU usage increases under load"""
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# Get initial CPU usage
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context1 = self.metrics.generate_context(0.5)
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initial_cpu = int(context1.get("cpu"))
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# Get initial CPU usage - take average of multiple samples
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initial_contexts = [self.metrics.generate_context(0.5) for _ in range(3)]
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initial_cpu = min(int(ctx.get("cpu")) for ctx in initial_contexts)
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# Generate CPU load in separate process
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process = multiprocessing.Process(target=cpu_load_process)
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process.start()
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try:
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# Wait for samples to accumulate
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time.sleep(0.5)
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# Wait for load to register and take multiple samples
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time.sleep(1.0)
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load_contexts = [self.metrics.generate_context(0.5) for _ in range(3)]
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load_cpu = max(int(ctx.get("cpu")) for ctx in load_contexts)
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# Get CPU usage under load
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context2 = self.metrics.generate_context(0.5)
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load_cpu = int(context2.get("cpu"))
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# CPU usage should increase
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self.assertGreater(load_cpu, initial_cpu)
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# Verify load increases CPU usage
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self.assertGreater(load_cpu, initial_cpu,
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f"CPU usage should increase under load. Initial: {initial_cpu}, Load: {load_cpu}")
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finally:
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process.terminate()
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@@ -1,7 +1,6 @@
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import unittest
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from typing import Iterator
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from . import test_data
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import xml.etree.ElementTree as ET
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from sia import util
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@@ -116,3 +115,121 @@ class UtilTest(unittest.TestCase):
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"""Test boolean values are properly converted"""
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self.assertEqual(util.escape_text_for_xml(True), '<![CDATA[True]]>')
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self.assertEqual(util.escape_text_for_xml(False), '<![CDATA[False]]>')
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def test_pretty_print_element_basic(self):
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"""Test basic element printing"""
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elem = ET.Element('root')
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child = ET.SubElement(elem, 'child', {'attr': 'value'})
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child.text = 'text'
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expected = '''<root>
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<child attr="value">
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<![CDATA[text]]>
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</child>
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</root>'''
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self.assertEqual(util.pretty_print_element(elem).strip(), expected.strip())
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def test_pretty_print_element_long_attributes(self):
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"""Test printing elements with long attributes that need wrapping"""
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elem = ET.Element('root', {
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'very_long_attribute_1': 'value1',
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'very_long_attribute_2': 'value2',
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'very_long_attribute_3': 'value3'
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})
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result = util.pretty_print_element(elem, max_line=40)
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# Verify attributes are wrapped to new lines
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self.assertIn('\n very_long_attribute_1="value1"', result)
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self.assertIn('\n very_long_attribute_2="value2"', result)
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self.assertIn('\n very_long_attribute_3="value3"', result)
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def test_pretty_print_element_cdata(self):
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"""Test printing elements with CDATA sections"""
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elem = ET.Element('root')
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elem.text = 'preserved\n spacing'
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expected = '''<root>
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<![CDATA[preserved\n spacing]]>
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</root>'''
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self.assertEqual(util.pretty_print_element(elem).strip(), expected.strip())
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def test_pretty_print_element_empty(self):
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"""Test printing empty elements"""
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elem = ET.Element('empty')
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self.assertEqual(util.pretty_print_element(elem), '<empty/>')
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def test_real_world_context(self):
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"""Test formatting a realistic context example"""
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# Create a context element with system metrics and a repeat entry
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context = ET.Element('context', {
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'time': '2024-10-18T12:00:00Z',
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'cpu': '12',
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'gpu': '26',
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'memory_used': '9556302234',
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'memory_total': '17179869184',
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'disk_used': '244434939904',
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'disk_total': '273145991168',
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'context': '3',
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'stdin': '0'
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})
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repeat = ET.SubElement(context, 'repeat', {
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'id': 'a3d89ee5-28ec-4c5a-b9e9-a30af53d43a0',
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'exit_code': '0'
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})
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repeat.text = 'ls -lah /'
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stdout = ET.SubElement(repeat, 'stdout')
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stdout.text = '''total 16K
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drwxr-xr-x 1 sia 1049089 0 Oct 28 13:40 ./
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drwxr-xr-x 1 sia 1049089 0 Oct 28 13:40 ../
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drwxr-xr-x 1 sia 1049089 0 Oct 28 13:40 tasks/
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drwxr-xr-x 1 sia 1049089 0 Oct 28 13:40 user/'''
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stderr = ET.SubElement(repeat, 'stderr')
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formatted = util.pretty_print_element(context)
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# Verify key formatting expectations
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self.assertIn(' <repeat exit_code="0" id="a3d89ee5-28ec-4c5a-b9e9-a30af53d43a0">', formatted)
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self.assertIn(' <![CDATA[ls -lah /]]>', formatted)
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self.assertIn(' <stdout>', formatted)
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self.assertIn(' <![CDATA[total 16K', formatted)
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def test_large_content(self):
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"""Test formatting with large content blocks"""
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# Create element with large text content
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elem = ET.Element('root')
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elem.text = 'x' * 1000
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result = util.pretty_print_element(elem)
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# Verify content is properly indented and wrapped
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self.assertIn('x' * 1000, result)
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def test_special_characters(self):
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"""Test handling of special XML characters"""
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elem = ET.Element('root')
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child = ET.SubElement(elem, 'child')
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child.text = '< > & " \''
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result = util.pretty_print_element(elem)
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# Should be escaped or wrapped in CDATA
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self.assertTrue(
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('< > & " '' in result) or
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('<![CDATA[< > & " \']]>' in result)
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)
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def test_mixed_content(self):
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"""Test formatting elements with mixed text and child nodes"""
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elem = ET.Element('root')
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elem.text = 'before'
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child = ET.SubElement(elem, 'child')
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child.tail = 'after'
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result = util.pretty_print_element(elem)
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# Verify text positioning
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self.assertIn('before', result)
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self.assertIn('after', result)
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