tensorflow / tensorflow/datasets
tfds.as_dataframe throws an exception
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Description
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Short description
Calling tfds.as_dataframe on the coco_captions dataset returns an error having to do with the constructor
Environment information
-
Operating System: Windows 10
-
Python version: 3.7.10
-
tensorflow-datasets/tfds-nightlyversion: 4.3.0 -
tensorflow/tf-nightlyversion: 2.5.0 -
Does the issue still exists with the last
tfds-nightlypackage (pip install --upgrade tfds-nightly) ?
Yes
Reproduction instructions
import tensorflow_datasets as tfds
(coco_train, coco_val, coco_test), coco_info = tfds.load('coco_captions', split=['train','val','test'], with_info=True)
df = tfds.as_dataframe(coco_train.take(10), coco_info)
Link to logs
Leads to:
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-320-2a3721f476e4> in <module>
----> 1 df = tfds.as_dataframe(coco_val.take(10))
2 df.head()
~\Anaconda3\envs\RoastBot\lib\site-packages\tensorflow_datasets\core\as_dataframe.py in as_dataframe(ds, ds_info)
220 columns = _make_columns(ds.element_spec, ds_info=ds_info)
221 rows = [_make_row_dict(ex, columns) for ex in dataset_utils.as_numpy(ds)]
--> 222 df = StyledDataFrame(rows)
223 df.current_style.format({c.name: c.format_fn for c in columns if c.format_fn})
224 return df
~\Anaconda3\envs\RoastBot\lib\site-packages\tensorflow_datasets\core\as_dataframe.py in __init__(self, *args, **kwargs)
146
147 def __init__(self, *args, **kwargs):
--> 148 super().__init__(*args, **kwargs)
149 # Use name-mangling for forward-compatibility in case pandas
150 # adds a `_styler` attribute in the future.
TypeError: object.__init__() takes exactly one argument (the instance to initialize)
Expected behavior
df should be a pandas dataframe.
Additional context
Add any other context about the problem here.
Contributor guide
First steps
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Research direction
Start in tensorflow_datasets/core/as_dataframe.py at StyledDataFrame.init and the as_dataframe call shown in the traceback. Reproduce the coco_captions example, inspect the constructor failure, and verify that tfds.as_dataframe returns a pandas dataframe without the TypeError.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- pandas, python
- Domain
- data
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100