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fc41730e28
**Description:**
This PR addresses two main issues in the `test_neo4jvector.py`:
1. **Order-insensitive Comparison:** Modified the
`test_retrieval_dictionary` to ensure that it passes regardless of the
order of returned values by parsing `page_content` into a structured
format (dictionary) before comparison.
2. **Floating-point Precision:** Updated
`test_neo4jvector_relevance_score` to handle minor floating-point
precision differences by using the `isclose` function for comparing
relevance scores with a relative tolerance.
Errors addressed:
- **test_neo4jvector_relevance_score:**
```
AssertionError: assert [(Document(page_content='foo', metadata={'page':
'0'}), 1.0000014305114746), (Document(page_content='bar',
metadata={'page': '1'}), 0.9998371005058289),
(Document(page_content='baz', metadata={'page': '2'}),
0.9993508458137512)] == [(Document(page_content='foo', metadata={'page':
'0'}), 1.0), (Document(page_content='bar', metadata={'page': '1'}),
0.9998376369476318), (Document(page_content='baz', metadata={'page':
'2'}), 0.9993523359298706)]
At index 0 diff: (Document(page_content='foo', metadata={'page': '0'}),
1.0000014305114746) != (Document(page_content='foo', metadata={'page':
'0'}), 1.0)
Full diff:
- [(Document(page_content='foo', metadata={'page': '0'}), 1.0),
+ [(Document(page_content='foo', metadata={'page': '0'}),
1.0000014305114746),
? +++++++++++++++
- (Document(page_content='bar', metadata={'page': '1'}),
0.9998376369476318),
? ^^^ ------
+ (Document(page_content='bar', metadata={'page': '1'}),
0.9998371005058289),
? ^^^^^^^^^
- (Document(page_content='baz', metadata={'page': '2'}),
0.9993523359298706),
? ----------
+ (Document(page_content='baz', metadata={'page': '2'}),
0.9993508458137512),
? ++++++++++
]
```
- **test_retrieval_dictionary:**
```
AssertionError: assert [Document(page_content='skills:\n- Python\n- Data
Analysis\n- Machine Learning\nname: John\nage: 30\n')] ==
[Document(page_content='skills:\n- Python\n- Data Analysis\n- Machine
Learning\nage: 30\nname: John\n')]
At index 0 diff: Document(page_content='skills:\n- Python\n- Data
Analysis\n- Machine Learning\nname: John\nage: 30\n') !=
Document(page_content='skills:\n- Python\n- Data Analysis\n- Machine
Learning\nage: 30\nname: John\n')
Full diff:
- [Document(page_content='skills:\n- Python\n- Data Analysis\n- Machine
Learning\nage: 30\nname: John\n')]
? ---------
+ [Document(page_content='skills:\n- Python\n- Data Analysis\n- Machine
Learning\nage: John\nage: 30\n')]
? +++++++++
```