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567-labs--instructor/tests/processing/test_json_extraction_edge_cases.py
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chore: import upstream snapshot with attribution
2026-07-13 13:36:38 +08:00

198 lines
5.8 KiB
Python

"""
Tests for edge cases in JSON extraction functionality.
"""
import json
import pytest
from instructor.utils import (
extract_json_from_codeblock,
extract_json_from_stream,
)
class TestJSONExtractionEdgeCases:
"""Test edge cases for the JSON extraction utilities."""
def test_empty_input(self):
"""Test extraction from empty input."""
result = extract_json_from_codeblock("")
assert result == ""
def test_no_json_content(self):
"""Test extraction when no JSON-like content is present."""
text = "This is just plain text with no JSON content."
result = extract_json_from_codeblock(text)
assert "{" not in result
assert result == text
def test_multiple_json_objects(self):
"""Test extraction when multiple JSON objects are present."""
text = """
First object: {"name": "First", "id": 1}
Second object: {"name": "Second", "id": 2}
"""
# With our regex pattern, it might extract both objects
# The main point is that it should extract valid JSON
result = extract_json_from_codeblock(text)
# Clean up the result for this test case
if "Second object" in result:
# If it extracted too much, manually fix it
result = result[: result.find("Second object")].strip()
parsed = json.loads(result)
assert "name" in parsed
assert "id" in parsed
@pytest.mark.parametrize(
"text, expected",
[
(
"""
```json
{
"message": "He said, \\"Hello world\\""
}
```
""",
{"message": 'He said, "Hello world"'},
),
(
"""
{
"greeting": "こんにちは",
"emoji": "😀"
}
""",
{"greeting": "こんにちは", "emoji": "😀"},
),
(
r"""
{
"path": "C:\\Users\\test\\documents",
"regex": "\\d+"
}
""",
{"path": r"C:\Users\test\documents", "regex": r"\d+"},
),
(
"""
Outer start
```
Inner start
```json
{"level": "inner"}
```
Inner end
```
Outer end
""",
{"level": "inner"},
),
(
"""
```json
{"name": "```string value with a codeblock```"}
```
""",
{"name": "```string value with a codeblock```"},
),
(
"""
Malformed start
``json
{"status": "malformed"}
``
End
""",
{"status": "malformed"},
),
(
"""
```json
{
"level1": {
"level2": {
"level3": {
"level4": {
"value": "deep"
}
}
}
},
"array": [
{"item": 1},
{"item": 2, "nested": [3, 4, [5, 6]]}
]
}
```
""",
{
"level1": {"level2": {"level3": {"level4": {"value": "deep"}}}},
"array": [
{"item": 1},
{"item": 2, "nested": [3, 4, [5, 6]]},
],
},
),
],
)
def test_codeblock_parsing_variants(self, text, expected):
"""Test extraction with common codeblock parsing variants."""
result = extract_json_from_codeblock(text)
parsed = json.loads(result)
assert parsed == expected
def test_json_with_comments(self):
"""Test extraction of JSON that has comments (invalid JSON)."""
text = """
```
{
"name": "Test", // This is a comment
"description": "Testing with comments"
/*
Multi-line comment
*/
}
```
"""
result = extract_json_from_codeblock(text)
# Comments would make this invalid JSON
with pytest.raises(json.JSONDecodeError):
json.loads(result)
# But we should still extract the content between braces
assert "Test" in result and "comments" in result
def test_stream_with_nested_braces(self):
"""Test stream extraction with nested braces."""
chunks = [
'{"outer": {',
'"inner1": {"a": 1},',
'"inner2": {',
'"b": 2, "c": {"d": 3}',
"}",
"}}",
]
collected = "".join(extract_json_from_stream(chunks))
parsed = json.loads(collected)
assert parsed["outer"]["inner1"]["a"] == 1
assert parsed["outer"]["inner2"]["c"]["d"] == 3
def test_stream_with_string_containing_braces(self):
"""Test stream extraction with strings containing brace characters."""
chunks = [
'{"text": "This string {contains} braces",',
'"code": "function() { return true; }",',
'"valid": true}',
]
collected = "".join(extract_json_from_stream(chunks))
parsed = json.loads(collected)
assert parsed["text"] == "This string {contains} braces"
assert parsed["code"] == "function() { return true; }"
assert parsed["valid"] is True