activeloopai / activeloopai/deeplake
[BUG] Committing a Deep Lake dataset changes an empty string stored in a Text column from "" to None in version 4.7.4
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Mô tả
### Severity
P2 - Not urgent, nice to have
### Current Behavior
After inserting an empty string (`""`) into a `Text` column, the value is returned correctly before `commit()`, but becomes `None` after `commit()`.
before commit: ''
after commit: None
This occurs consistently across direct access, slicing, iteration, and query results.
### Steps to Reproduce
run the following code
```python
import deeplake
from deeplake import types
ds = deeplake.create("mem://empty_string_test")
ds.add_column("text", types.Text())
ds.append({"text": [""]})
assert ds["text"][0] == ""
print("before commit:", repr(ds["text"][0]))
ds.commit()
print("after commit:", repr(ds["text"][0]))
assert ds["text"][0] == ""
```
### Expected/Desired Behavior
The empty string should be committed as empty string.
### Python Version
3.10
### OS
_No response_
### IDE
_No response_
### Packages
_No response_
### Additional Context
_No response_
### Possible Solution
_No response_
### Are you willing to submit a PR?
- [ ] I'm willing to submit a PR (Thank you!)
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