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https://api.github.com/repos/huggingface/datasets/issues/6246
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6,246
Add new column to dataset
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2023-09-17T16:59:48Z
2023-09-18T16:20:09Z
2023-09-18T16:20:09Z
NONE
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### Describe the bug ``` --------------------------------------------------------------------------- KeyError Traceback (most recent call last) [<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>() ----> 1 dataset['train']['/workspace/data'] 3 frames [/...
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6,244
Add support for `fsspec>=2023.9.0`
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2023-09-15T17:58:25Z
2023-09-26T15:41:38Z
2023-09-26T15:32:51Z
CONTRIBUTOR
null
Fix #6214
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6,243
Fix cast from fixed size list to variable size list
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2023-09-15T14:23:33Z
2023-09-19T18:02:21Z
2023-09-19T17:53:17Z
CONTRIBUTOR
null
Fix #6242
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6,242
Data alteration when loading dataset with unspecified inner sequence length
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2023-09-14T16:12:45Z
2023-09-19T17:53:18Z
2023-09-19T17:53:18Z
MEMBER
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### Describe the bug When a dataset saved with a specified inner sequence length is loaded without specifying that length, the original data is altered and becomes inconsistent. ### Steps to reproduce the bug ```python from datasets import Dataset, Features, Value, Sequence, load_dataset # Repository ID repo_id...
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6,241
Remove unused global variables in `audio.py`
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2023-09-14T12:06:32Z
2023-09-15T15:57:10Z
2023-09-15T15:46:07Z
CONTRIBUTOR
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6,240
Dataloader stuck on multiple GPUs
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2023-09-14T05:30:30Z
2023-09-14T23:54:42Z
2023-09-14T23:54:42Z
NONE
null
### Describe the bug I am trying to get CLIP to fine-tuning with my code. When I tried to run it on multiple GPUs using accelerate, I encountered the following phenomenon. - Validation dataloader stuck in 2nd epoch only on multi-GPU Specifically, when the "for inputs in valid_loader:" process is finished, it does...
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6,239
Load local audio data doesn't work
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2023-09-13T22:30:01Z
2023-09-15T14:32:10Z
2023-09-15T14:32:10Z
NONE
null
### Describe the bug I get a RuntimeError from the following code: ```python audio_dataset = Dataset.from_dict({"audio": ["/kaggle/input/bengaliai-speech/train_mp3s/000005f3362c.mp3"]}).cast_column("audio", Audio()) audio_dataset[0] ``` ### Traceback <details> ```python RuntimeError ...
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6,238
`dataset.filter` ALWAYS removes the first item from the dataset when using batched=True
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2023-09-13T20:20:37Z
2023-09-17T07:05:07Z
2023-09-17T07:05:07Z
NONE
null
### Describe the bug If you call batched=True when calling `filter`, the first item is _always_ filtered out, regardless of the filter condition. ### Steps to reproduce the bug Here's a minimal example: ```python def filter_batch_always_true(batch, indices): print("First index being passed into this filte...
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6,237
Tokenization with multiple workers is too slow
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2023-09-13T06:18:34Z
2023-09-19T21:54:58Z
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I am trying to tokenize a few million documents with multiple workers but the tokenization process is taking forever. Code snippet: ``` raw_datasets.map( encode_function, batched=False, num_proc=args.preprocessing_num_workers, load_from_cache_file=not args.ove...
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6,236
Support buffer shuffle for to_tf_dataset
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2023-09-13T03:19:44Z
2023-09-18T01:11:21Z
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### Feature request I'm using to_tf_dataset to convert a large dataset to tf.data.Dataset and use Keras fit to train model. Currently, to_tf_dataset only supports full size shuffle, which can be very slow on large dataset. tf.data.Dataset support buffer shuffle by default. shuffle( buffer_size, seed=None, r...
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1,893,337,083
I_kwDODunzps5w2gf7
6,235
Support multiprocessing for download/extract nestedly
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2023-09-12T21:51:08Z
2023-09-12T21:51:08Z
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### Feature request Current multiprocessing for download/extract is not done nestedly. For example, when processing SlimPajama, there is only 3 processes (for train/test/val), while there are many files inside these 3 folders ``` Downloading data files #0: 0%| | 0/1 [00:00<?, ?obj/s] Downloading data f...
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6,233
Update README.md
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2023-09-12T06:53:06Z
2023-09-13T18:20:50Z
2023-09-13T18:10:04Z
CONTRIBUTOR
null
fixed a typo
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6,232
Improve error message for missing function parameters
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2023-09-11T19:11:58Z
2023-09-15T18:07:56Z
2023-09-15T17:59:02Z
CONTRIBUTOR
null
The error message in the fingerprint module was missing the f-string 'f' symbol, so the error message returned by fingerprint.py, line 469 was literally "function {func} is missing parameters {fingerprint_names} in signature." This has been fixed.
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6,231
Overwrite legacy default config name in `dataset_infos.json` in packaged datasets
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2023-09-11T16:27:09Z
2023-09-26T11:19:36Z
null
CONTRIBUTOR
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Currently if we push data as default config with `.push_to_hub` to a repo that has a legacy `dataset_infos.json` file containing a legacy default config name like `{username}--{dataset_name}`, new key `"default"` is added to `dataset_infos.json` along with the legacy one. I think the legacy one should be dropped in thi...
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6,230
Don't skip hidden files in `dl_manager.iter_files` when they are given as input
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2023-09-11T13:29:19Z
2023-09-13T18:21:28Z
2023-09-13T18:12:09Z
CONTRIBUTOR
null
Required for `load_dataset(<format>, data_files=["path/to/.hidden_file"])` to work as expected
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6,229
Apply inference on all images in the dataset
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2023-09-10T08:36:12Z
2023-09-20T16:11:53Z
2023-09-20T16:11:52Z
NONE
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### Describe the bug ``` --------------------------------------------------------------------------- NotImplementedError Traceback (most recent call last) Cell In[14], line 11 9 for idx, example in enumerate(dataset['train']): 10 image_path = example['image'] ---> 11 mask...
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6,228
Remove RGB -> BGR image conversion in Object Detection tutorial
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2023-09-08T16:09:13Z
2023-09-08T18:02:49Z
2023-09-08T17:52:16Z
CONTRIBUTOR
null
Fix #6225
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Add push_to_hub with multiple configs docs
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Conversion from RGB to BGR in Object Detection tutorial
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2023-09-08T06:49:19Z
2023-09-08T17:52:18Z
2023-09-08T17:52:17Z
NONE
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The [tutorial](https://huggingface.co/docs/datasets/main/en/object_detection) mentions the necessity of conversion the input image from BGR to RGB > albumentations expects the image to be in BGR format, not RGB, so you’ll have to convert the image before applying the transform. [Link to tutorial](https://github.c...
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6,224
Ignore `dataset_info.json` in data files resolution
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2023-09-07T14:43:51Z
2023-09-07T15:46:10Z
2023-09-07T15:37:20Z
CONTRIBUTOR
null
`save_to_disk` creates this file, but also [`HugginFaceDatasetSever`](https://github.com/gradio-app/gradio/blob/26fef8c7f85a006c7e25cdbed1792df19c512d02/gradio/flagging.py#L214), so this is needed to avoid issues such as [this one](https://discord.com/channels/879548962464493619/1149295819938349107/1149295819938349107)...
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Update README.md
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2023-09-07T11:33:20Z
2023-09-13T22:32:31Z
2023-09-13T22:23:42Z
CONTRIBUTOR
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fixed a few typos
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fix typo in Audio dataset documentation
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2023-09-06T23:17:24Z
2023-10-03T14:18:41Z
2023-09-07T15:39:09Z
CONTRIBUTOR
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There is a typo in the section of the documentation dedicated to creating an audio dataset. The Dataset is incorrectly suffixed with a `Config` https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia/blob/main/librivox-indonesia.py#L59
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Support saving datasets with custom formatting
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2023-09-06T16:03:32Z
2023-09-06T18:32:07Z
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Requested in https://discuss.huggingface.co/t/using-set-transform-on-a-dataset-leads-to-an-exception/53036. I am not sure if supporting this is the best idea for the following reasons: >For this to work, we would have to pickle a custom transform, which means the transform and the objects it references need to be...
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Set dev version
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Release: 2.14.5
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Rename old push_to_hub configs to "default" in dataset_infos
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2023-09-06T10:40:05Z
2023-09-07T08:31:29Z
2023-09-06T11:23:56Z
MEMBER
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Fix ```python from datasets import load_dataset_builder b = load_dataset_builder("lambdalabs/pokemon-blip-captions", "default") print(b.info) ``` which should return ``` DatasetInfo( features={'image': Image(decode=True, id=None), 'text': Value(dtype='string', id=None)}, dataset_name='pokemon-bli...
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1,883,614,607
I_kwDODunzps5wRa2P
6,217
`Dataset.to_dict()` ignore `decode=True` with Image feature
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2023-09-06T09:26:16Z
2023-09-08T17:08:52Z
null
MEMBER
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### Describe the bug `Dataset.to_dict` seems to ignore the decoding instruction passed in features. ### Steps to reproduce the bug ```python import datasets import numpy as np from PIL import Image img = np.random.randint(0, 256, (5, 5, 3), dtype=np.uint8) img = Image.fromarray(img) features = datasets.Fea...
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Release: 2.13.2
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2023-09-06T08:15:32Z
2023-09-06T08:52:18Z
2023-09-06T08:22:43Z
MEMBER
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Fix checking patterns to infer packaged builder
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2023-09-05T15:10:47Z
2023-09-06T10:34:00Z
2023-09-06T10:25:00Z
CONTRIBUTOR
null
Don't ignore results of pattern resolving if `self.data_files` is not None. Otherwise lines 854 and 1037 make no sense.
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6,214
Unpin fsspec < 2023.9.0
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2023-09-05T11:02:58Z
2023-09-26T15:32:52Z
2023-09-26T15:32:52Z
MEMBER
null
Once root issue is fixed, remove temporary pin of fsspec < 2023.9.0 introduced by: - #6210 Related to issue: - #6209 After investigation, I think the root issue is related to the new glob behavior with double asterisk `**` they have introduced in: - https://github.com/fsspec/filesystem_spec/pull/1329
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6,213
Better list array values handling in cast/embed storage
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2023-09-04T16:21:23Z
2024-01-11T06:32:20Z
2023-10-05T15:24:34Z
CONTRIBUTOR
null
Use [`array.flatten`](https://arrow.apache.org/docs/python/generated/pyarrow.ListArray.html#pyarrow.ListArray.flatten) that takes `.offset` into account instead of `array.values` in array cast/embed.
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6,212
Tilde (~) is not supported for data_files
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2023-09-04T14:23:49Z
2023-09-05T08:28:39Z
null
NONE
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### Describe the bug Attempting to `load_dataset` from a path starting with `~` (as a shorthand for the user's home directory) seems not to be fully working - at least as far as the `parquet` dataset builder is concerned. (the same file can be loaded correctly if providing its absolute path instead) I think that...
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6,211
Fix empty splitinfo json
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2023-09-04T13:13:53Z
2023-09-04T14:58:34Z
2023-09-04T14:47:17Z
MEMBER
null
If a split is empty, then the JSON split info should mention num_bytes = 0 and num_examples = 0. Until now they were omited because the JSON dumps ignore the fields that are equal to the default values. This is needed in datasets-server since we parse this information to the viewer
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2023-09-04T07:07:07Z
2023-09-04T07:40:23Z
2023-09-04T07:30:00Z
MEMBER
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Temporarily pin fsspec < 2023.9.0 until permanent solution is found. Hot fix #6209.
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CI is broken with AssertionError: 3 failed, 12 errors
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2023-09-04T06:47:05Z
2023-09-04T07:30:01Z
2023-09-04T07:30:01Z
MEMBER
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Our CI is broken: 3 failed, 12 errors See: https://github.com/huggingface/datasets/actions/runs/6069947111/job/16465138041 ``` =========================== short test summary info ============================ FAILED tests/test_load.py::ModuleFactoryTest::test_LocalDatasetModuleFactoryWithoutScript_with_data_dir - ...
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Do not filter out .zip extensions from no-script datasets
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2023-09-04T06:07:12Z
2023-09-04T09:22:19Z
2023-09-04T09:13:32Z
MEMBER
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This PR is a hotfix of: - #6207 That PR introduced the filtering out of `.zip` extensions. This PR reverts that. Hot fix #6207. Maybe we should do patch releases: the bug was introduced in 2.13.1. CC: @lhoestq
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No-script datasets with ZIP files do not load
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2023-09-04T05:50:27Z
2023-09-04T09:13:33Z
2023-09-04T09:13:33Z
MEMBER
null
While investigating an issue on a Hub dataset, I have discovered the no-script datasets containing ZIP files do not load. For example, that no-script dataset containing ZIP files, raises NonMatchingSplitsSizesError: ```python In [2]: ds = load_dataset("sidovic/LearningQ-qg") NonMatchingSplitsSizesError: [ { ...
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I_kwDODunzps5wBn5R
6,206
When calling load_dataset, raise error: pyarrow.lib.ArrowInvalid: offset overflow while concatenating arrays
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2023-09-04T04:14:00Z
2023-09-04T06:05:50Z
2023-09-04T06:05:49Z
NONE
null
### Describe the bug When calling load_dataset, raise error ``` Traceback (most recent call last): File "/home/aihao/miniconda3/envs/torch/lib/python3.11/site-packages/datasets/builder.py", line 1694, in _pre pare_split_single ...
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1,877,491,602
I_kwDODunzps5v6D-S
6,203
Support loading from a DVC remote repository
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2023-09-01T14:04:52Z
2023-09-15T15:11:27Z
2023-09-15T15:11:27Z
NONE
null
### Feature request Adding support for loading a file from a DVC repository, tracked remotely on a SCM. ### Motivation DVC is a popular version control system to version and manage datasets. The files are stored on a remote object storage platform, but they are tracked using Git. Integration with DVC is possible thr...
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6,202
avoid downgrading jax version
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2023-09-01T02:57:57Z
2023-10-12T16:28:59Z
2023-10-12T16:28:59Z
NONE
null
### Feature request Whenever I `pip install datasets[jax]` it downgrades jax to version 0.3.25. I seem to be able to install this library first then upgrade jax back to version 0.4.13. ### Motivation It would be nice to not overwrite currently installed version of jax if possible. ### Your contribution I...
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6,201
Fix to_json ValueError and remove pandas pin
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2023-08-31T10:38:08Z
2023-09-05T11:07:07Z
2023-09-05T10:58:21Z
MEMBER
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This PR fixes the root cause of the issue: - #6197 This PR also removes the temporary pin of `pandas` introduced by: - #6200 Note that for orient in ['records', 'values'], index value is ignored but - in `pandas` < 2.1.0, a ValueError is raised if not index and orient not in ['split', 'table'] - for orien...
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Temporarily pin pandas < 2.1.0
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2023-08-31T09:45:17Z
2023-08-31T10:33:24Z
2023-08-31T10:24:38Z
MEMBER
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Temporarily pin `pandas` < 2.1.0 until permanent solution is found. Hot fix #6197.
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6,199
Use load_dataset for local json files, but it not works
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2023-08-31T09:42:34Z
2023-08-31T19:05:07Z
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### Describe the bug when I use load_dataset to load my local datasets,it always goes to Hugging Face to download the data instead of loading the local dataset. ### Steps to reproduce the bug `raw_datasets = load_dataset( ‘json’, data_files=data_files)` ### Expected behavior ![image](https://gi...
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Preserve split order in DataFilesDict
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2023-08-31T09:00:26Z
2023-08-31T13:57:31Z
2023-08-31T13:48:42Z
MEMBER
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After investigation, I have found that this copy forces the splits to be sorted alphabetically: https://github.com/huggingface/datasets/blob/029227a116c14720afca71b9b22e78eb2a1c09a6/src/datasets/builder.py#L556 This PR removes the alphabetically sort of `DataFilesDict` keys. - Note that for a `dict`, the order of k...
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ValueError: 'index=True' is only valid when 'orient' is 'split', 'table', 'index', or 'columns'
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2023-08-31T08:51:50Z
2023-09-01T10:35:10Z
2023-08-31T10:24:40Z
NONE
null
### Describe the bug Saving a dataset `.to_json()` fails with a `ValueError` since the latest `pandas` [release](https://pandas.pydata.org/docs/dev/whatsnew/v2.1.0.html) (`2.1.0`) In their latest release we have: > Improved error handling when using [DataFrame.to_json()](https://pandas.pydata.org/docs/dev/refere...
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Split order is not preserved
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2023-08-31T08:47:16Z
2023-08-31T13:48:43Z
2023-08-31T13:48:43Z
MEMBER
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I have noticed that in some cases the split order is not preserved. For example, consider a no-script dataset with configs: ```yaml configs: - config_name: default data_files: - split: train path: train.csv - split: test path: test.csv ``` - Note the defined split order is [train, test] On...
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6,195
Force to reuse cache at given path
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2023-08-30T18:44:54Z
2023-11-03T10:14:21Z
2023-08-30T19:00:45Z
NONE
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### Describe the bug I have run the official example of MLM like: ```bash python run_mlm.py \ --model_name_or_path roberta-base \ --dataset_name togethercomputer/RedPajama-Data-1T \ --dataset_config_name arxiv \ --per_device_train_batch_size 10 \ --preprocessing_num_workers 20 ...
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6,194
Support custom fingerprinting with `Dataset.from_generator`
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2023-08-29T22:43:13Z
2024-02-29T03:46:54Z
null
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### Feature request When using `Dataset.from_generator`, the generator is hashed when building the fingerprint. Similar to `.map`, it would be interesting to let the user bypass this hashing by accepting a `fingerprint` argument to `.from_generator`. ### Motivation Using the `.from_generator` constructor with ...
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6,193
Dataset loading script method does not work with .pyc file
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2023-08-29T19:35:06Z
2023-08-31T19:47:29Z
null
NONE
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### Describe the bug The huggingface dataset library specifically looks for ‘.py’ file while loading the dataset using loading script approach and it does not work with ‘.pyc’ file. While deploying in production, it becomes an issue when we are restricted to use only .pyc files. Is there any work around for this ? #...
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6,192
Set minimal fsspec version requirement to 2023.1.0
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2023-08-29T15:23:41Z
2023-08-30T14:01:56Z
2023-08-30T13:51:32Z
CONTRIBUTOR
null
Fix https://github.com/huggingface/datasets/issues/6141 Colab installs 2023.6.0, so we should be good 🙂
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6,191
Add missing `revision` argument
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2023-08-29T13:05:04Z
2023-09-04T06:38:17Z
2023-08-31T13:50:00Z
MEMBER
null
I've noticed that when you're not working on the main branch, there are sometimes errors in the files returned. After some investigation, I realized that the revision was not properly passed everywhere. This PR proposes a fix.
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6,190
`Invalid user token` even when correct user token is passed!
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2023-08-29T12:37:03Z
2023-08-29T13:01:10Z
2023-08-29T13:01:09Z
MEMBER
null
### Describe the bug I'm working on a dataset which comprises other datasets on the hub. URL: https://huggingface.co/datasets/open-asr-leaderboard/datasets-test-only Note: Some of the sub-datasets in this metadataset require explicit access. All the other datasets work fine, except, `common_voice`. ### Steps t...
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6,189
Don't alter input in Features.from_dict
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2023-08-29T12:29:47Z
2023-08-29T13:04:59Z
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MEMBER
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6,188
[Feature Request] Check the length of batch before writing so that empty batch is allowed
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2023-08-29T06:37:34Z
2023-09-19T21:55:38Z
2023-09-19T21:55:37Z
NONE
null
### Use Case I use `dataset.map(process_fn, batched=True)` to process the dataset, with data **augmentations or filtering**. However, when all examples within a batch is filtered out, i.e. **an empty batch is returned**, the following error will be thrown: ``` ValueError: Schema and number of arrays unequal `...
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6,187
Couldn't find a dataset script at /content/tsv/tsv.py or any data file in the same directory
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2023-08-29T05:49:56Z
2023-08-29T16:21:45Z
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NONE
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### Describe the bug ``` --------------------------------------------------------------------------- FileNotFoundError Traceback (most recent call last) [<ipython-input-48-6a7b3e847019>](https://localhost:8080/#) in <cell line: 7>() 5 } 6 ----> 7 csv_datasets_reloaded = load_...
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6,186
Feature request: add code example of multi-GPU processing
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2023-08-28T10:00:59Z
2024-03-21T09:52:15Z
2023-11-22T15:42:20Z
CONTRIBUTOR
null
### Feature request Would be great to add a code example of how to do multi-GPU processing with 🤗 Datasets in the documentation. cc @stevhliu Currently the docs has a small [section](https://huggingface.co/docs/datasets/v2.3.2/en/process#map) on this saying "your big GPU call goes here", however it didn't work f...
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6,185
Error in saving the PIL image into *.arrow files using datasets.arrow_writer
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2023-08-26T12:15:57Z
2023-08-29T14:49:58Z
null
NONE
null
### Describe the bug I am using the ArrowWriter from datasets.arrow_writer to save a json-style file as arrow files. Within the dictionary, it contains a feature called "image" which is a list of PIL.Image objects. I am saving the json using the following script: ``` def save_to_arrow(path,temp): with ArrowWri...
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6,184
Map cache does not detect function changes in another module
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2023-08-25T22:59:14Z
2023-08-29T20:57:07Z
2023-08-29T20:56:49Z
NONE
null
```python # dataset.py import os import datasets if not os.path.exists('/tmp/test.json'): with open('/tmp/test.json', 'w') as file: file.write('[{"text": "hello"}]') def transform(example): text = example['text'] # text += ' world' return {'text': text} data = datasets.load_dataset('json', ...
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6,183
Load dataset with non-existent file
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2023-08-25T22:21:22Z
2023-08-29T13:26:22Z
2023-08-29T13:26:22Z
NONE
null
### Describe the bug When load a dataset from datasets and pass a wrong path to json with the data, error message does not contain something abount "wrong path" or "file do not exist" - ```SchemaInferenceError: Please pass `features` or at least one example when writing data``` ### Steps to reproduce the bug ...
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6,182
Loading Meteor metric in HF evaluate module crashes due to datasets import issue
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2023-08-25T14:54:06Z
2023-09-04T16:41:11Z
2023-08-31T14:38:23Z
NONE
null
### Describe the bug When using python3.9 and ```evaluate``` module loading Meteor metric crashes at a non-existent import from ```datasets.config``` in ```datasets v2.14``` ### Steps to reproduce the bug ``` from evaluate import load meteor = load("meteor") ``` produces the following error: ``` from d...
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6,181
Fix import in `image_load` doc
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2023-08-25T13:12:19Z
2023-08-25T16:12:46Z
2023-08-25T16:02:24Z
CONTRIBUTOR
null
Reported on [Discord](https://discord.com/channels/879548962464493619/1144295822209581168/1144295822209581168)
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Use `hf-internal-testing` repos for hosting test dataset repos
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2023-08-25T13:10:26Z
2023-08-25T16:58:02Z
2023-08-25T16:46:22Z
CONTRIBUTOR
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Use `hf-internal-testing` for hosting instead of the maintainers' dataset repos.
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6,179
Map cache with tokenizer
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2023-08-25T12:55:18Z
2023-08-31T15:17:24Z
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Similar issue to https://github.com/huggingface/datasets/issues/5985, but across different sessions rather than two calls in the same session. Unlike that issue, explicitly calling tokenizer(my_args) before the map() doesn't help, because the tokenizer was created with a different hash to begin with... setup ```...
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6,178
'import datasets' throws "invalid syntax error"
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2023-08-25T08:35:14Z
2023-09-27T17:33:39Z
2023-09-27T17:33:39Z
NONE
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### Describe the bug Hi, I have been trying to import the datasets library but I keep gtting this error. `Traceback (most recent call last): File /opt/local/jupyterhub/lib64/python3.9/site-packages/IPython/core/interactiveshell.py:3508 in run_code exec(code_obj, self.user_global_ns, self.user_ns) ...
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6,177
Use object detection images from `huggingface/documentation-images`
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2023-08-24T16:16:09Z
2023-08-25T16:30:00Z
2023-08-25T16:21:17Z
CONTRIBUTOR
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6,176
how to limit the size of memory mapped file?
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2023-08-24T05:33:45Z
2023-10-11T06:00:10Z
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### Describe the bug Huggingface datasets use memory-mapped file to map large datasets in memory for fast access. However, it seems like huggingface will occupy all the memory for memory-mapped files, which makes a troublesome situation since we cluster will distribute a small portion of memory to me (once it's over ...
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6,175
PyArrow 13 CI fixes
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2023-08-23T15:45:53Z
2023-08-25T13:15:59Z
2023-08-25T13:06:52Z
CONTRIBUTOR
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Fixes: * bumps the PyArrow version check in the `cast_array_to_feature` to avoid the offset bug (still not fixed) * aligns the Pandas formatting tests with the Numpy ones (the current test fails due to https://github.com/apache/arrow/pull/35656, which requires `.to_pandas(coerce_temporal_nanoseconds=True)` to always ...
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Fix CI for pyarrow 13.0.0
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2023-08-23T14:11:20Z
2023-08-25T13:06:53Z
2023-08-25T13:06:53Z
MEMBER
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pyarrow 13.0.0 just came out ``` FAILED tests/test_formatting.py::ArrowExtractorTest::test_pandas_extractor - AssertionError: Attributes of Series are different Attribute "dtype" are different [left]: datetime64[us, UTC] [right]: datetime64[ns, UTC] ``` ``` FAILED tests/test_table.py::test_cast_sliced_fi...
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6,172
Make Dataset streaming queries retryable
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2023-08-23T13:15:38Z
2023-11-06T13:54:16Z
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### Feature request Streaming datasets, as intended, do not load the entire dataset in memory or disk. However, while querying the next data chunk from the remote, sometimes it is possible that the service is down or there might be other issues that may cause the query to fail. In such a scenario, it would be nice to ...
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6,171
Fix typo in about_mapstyle_vs_iterable.mdx
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2023-08-23T09:21:11Z
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6,170
feat: Return the name of the currently loaded file
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2023-08-23T07:08:17Z
2023-08-29T12:41:05Z
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Added an optional parameter return_file_name in the load_dataset function. When it is set to True, the function will include the name of the file corresponding to the current line as a feature in the returned output. I added this here https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/js...
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6,169
Configurations in yaml not working
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2023-08-23T00:13:22Z
2023-08-23T15:35:31Z
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### Dataset configurations cannot be created in YAML/README Hello! I'm trying to follow the docs here in order to create structure in my dataset as added from here (#5331): https://github.com/huggingface/datasets/blob/8b8e6ee067eb74e7965ca2a6768f15f9398cb7c8/docs/source/repository_structure.mdx#L110-L118 I have t...
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6,168
Fix ArrayXD YAML conversion
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2023-08-22T17:02:54Z
2023-12-12T15:06:59Z
2023-12-12T15:00:43Z
CONTRIBUTOR
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Replace the `shape` tuple with a list in the `ArrayXD` YAML conversion. Fix #6112
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Allow hyphen in split name
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2024-01-11T06:31:31Z
2023-08-22T15:38:53Z
CONTRIBUTOR
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To fix https://discuss.huggingface.co/t/error-when-setting-up-the-dataset-viewer-streamingrowserror/51276.
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Document BUILDER_CONFIG_CLASS
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2023-08-22T11:27:41Z
2023-08-23T14:01:25Z
2023-08-23T13:52:36Z
MEMBER
null
Related to https://github.com/huggingface/datasets/issues/6130
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6,165
Fix multiprocessing with spawn in iterable datasets
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2023-08-22T10:07:23Z
2023-08-29T13:27:14Z
2023-08-29T13:18:11Z
CONTRIBUTOR
null
The "Spawn" method is preferred when multiprocessing on macOS or Windows systems, instead of the "Fork" method on linux systems. This causes some methods of Iterable Datasets to break when using a dataloader with more than 0 workers. I fixed the issue by replacing lambda and local methods which are not pickle-abl...
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6,164
Fix: Missing a MetadataConfigs init when the repo has a `datasets_info.json` but no README
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2023-08-21T14:57:54Z
2023-08-21T16:27:05Z
2023-08-21T16:18:26Z
MEMBER
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When I try to push to an arrow repo (can provide the link on Slack), it uploads the files but fails to update the metadata, with ``` File "app.py", line 123, in add_new_eval eval_results[level].push_to_hub(my_repo, token=TOKEN, split=SPLIT) File "blabla_my_env_path/lib/python3.10/site-packages/datasets/arro...
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Error type: ArrowInvalid Details: Failed to parse string: '[254,254]' as a scalar of type int32
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2023-08-19T11:34:40Z
2023-08-21T13:28:16Z
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### Describe the bug I am getting the following error while I am trying to upload the CSV sheet to train a model. My CSV sheet content is exactly same as shown in the example CSV file in the Auto Train page. Attaching screenshot of error for reference. I have also tried converting the index of the answer that are inte...
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load_dataset('json',...) from togethercomputer/RedPajama-Data-1T errors when jsonl rows contains different data fields
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2023-08-18T07:19:39Z
2023-08-18T17:00:35Z
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### Describe the bug When loading some jsonl from redpajama-data-1T github source [togethercomputer/RedPajama-Data-1T](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T) fails due to one row of the file containing an extra field called **symlink_target: string>**. When deleting that line the loading...
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6,161
Fix protocol prefix for Beam
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2023-08-17T22:40:37Z
2024-03-18T17:01:21Z
2024-03-18T17:01:21Z
CONTRIBUTOR
null
Fix #6147
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Fix Parquet loading with `columns`
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2023-08-17T21:58:24Z
2023-08-17T22:44:59Z
2023-08-17T22:36:04Z
CONTRIBUTOR
null
Fix #6149
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6,159
Add `BoundingBox` feature
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2023-08-17T20:49:51Z
2023-08-17T20:49:51Z
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CONTRIBUTOR
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... to make working with object detection datasets easier. Currently, `Sequence(int_or_float, length=4)` can be used to represent this feature optimally (in the storage backend), so I only see this feature being useful if we make it work with the viewer. Also, bounding boxes usually come in 4 different formats (explain...
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[docs] Complete `to_iterable_dataset`
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2023-08-17T17:02:11Z
2023-08-17T19:24:20Z
2023-08-17T19:13:15Z
MEMBER
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Finishes the `to_iterable_dataset` documentation by adding it to the relevant sections in the tutorial and guide.
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DatasetInfo.__init__() got an unexpected keyword argument '_column_requires_decoding'
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2023-08-17T15:48:11Z
2023-09-27T17:36:14Z
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### Describe the bug When I was in load_dataset, it said "DatasetInfo.__init__() got an unexpected keyword argument '_column_requires_decoding'". The second time I ran it, there was no error and the dataset object worked ```python --------------------------------------------------------------------------- TypeErr...
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Why not use self._epoch as seed to shuffle in distributed training with IterableDataset
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2023-08-17T10:58:20Z
2023-08-17T14:33:15Z
2023-08-17T14:33:14Z
CONTRIBUTOR
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### Describe the bug Currently, distributed training with `IterableDataset` needs to pass fixed seed to shuffle to keep each node use the same seed to avoid overlapping. https://github.com/huggingface/datasets/blob/a7f8d9019e7cb104eac4106bdc6ec0292f0dc61a/src/datasets/iterable_dataset.py#L1174-L1177 My question ...
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Raise FileNotFoundError when passing data_files that don't exist
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2023-08-18T13:45:58Z
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e.g. when running `load_dataset("parquet", data_files="doesnt_exist.parquet")`
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6,154
Use yaml instead of get data patterns when possible
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2023-08-17T09:17:05Z
2023-08-17T20:46:25Z
2023-08-17T20:37:19Z
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This would make the data files resolution faster: no need to list all the data files to infer the dataset builder to use. fix https://github.com/huggingface/datasets/issues/6140
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FolderBase Dataset automatically resolves under current directory when data_dir is not specified
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2023-08-16T04:38:09Z
2024-01-22T15:04:51Z
null
CONTRIBUTOR
null
### Describe the bug FolderBase Dataset automatically resolves under current directory when data_dir is not specified. For example: ``` load_dataset("audiofolder") ``` takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:...
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Faster sorting for single key items
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2023-08-15T14:02:31Z
2023-08-21T14:38:26Z
2023-08-21T14:38:25Z
NONE
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### Feature request A faster way to sort a dataset which contains a large number of rows. ### Motivation The current sorting implementations took significantly longer than expected when I was running on a dataset trying to sort by timestamps. **Code snippet:** ```python ds = datasets.load_dataset( "json"...
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Allow dataset implement .take
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2023-08-15T00:17:51Z
2023-08-17T13:49:37Z
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NONE
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### Feature request I want to do: ``` dataset.take(512) ``` but it only works with streaming = True ### Motivation uniform interface to data sets. Really surprising the above only works with streaming = True. ### Your contribution Should be trivial to copy paste the IterableDataset .take to use the local pa...
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Dataset.from_parquet cannot load subset of columns
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2023-08-14T23:28:22Z
2023-08-17T22:36:05Z
2023-08-17T22:36:05Z
CONTRIBUTOR
null
### Describe the bug When using `Dataset.from_parquet(path_or_paths, columns=[...])` and a subset of columns, loading fails with a variant of the following ``` ValueError: Couldn't cast a: int64 -- schema metadata -- pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 273 to {'a': V...
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6,148
Ignore parallel warning in map_nested
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2023-08-14T10:43:41Z
2023-08-17T08:54:06Z
2023-08-17T08:43:58Z
MEMBER
null
This warning message was shown every time you pass num_proc to `load_dataset` because of `map_nested` ``` parallel_map is experimental and might be subject to breaking changes in the future ``` This PR removes it for `map_nested`. If someone uses another parallel backend they're already warned when `parallel_ba...
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ValueError when running BeamBasedBuilder with GCS path in cache_dir
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2023-08-14T03:11:34Z
2024-03-18T16:59:15Z
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NONE
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### Describe the bug When running the BeamBasedBuilder with a GCS path specified in the cache_dir, the following ValueError occurs: ``` ValueError: Unable to get filesystem from specified path, please use the correct path or ensure the required dependency is installed, e.g., pip install apache-beam[gcp]. Path spec...
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DatasetGenerationError when load glue benchmark datasets from `load_dataset`
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2023-08-13T05:17:56Z
2023-08-26T22:09:09Z
2023-08-26T22:09:09Z
NONE
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### Describe the bug Package version: datasets-2.14.4 When I run the codes: ``` from datasets import load_dataset dataset = load_dataset("glue", "ax") ``` I got the following errors: --------------------------------------------------------------------------- SchemaInferenceError ...
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custom load dataset to hub
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2023-08-13T04:42:22Z
2023-11-21T11:50:28Z
2023-10-08T17:04:16Z
NONE
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### System Info kaggle notebook i transformed dataset: ``` dataset = load_dataset("Dahoas/first-instruct-human-assistant-prompt") ``` to formatted_dataset: ``` Dataset({ features: ['message_tree_id', 'message_tree_text'], num_rows: 33143 }) ``` but would like to know how to upload to hub ### ...
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6,145
Export to_iterable_dataset to document
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2023-08-12T07:00:14Z
2023-08-15T17:04:01Z
2023-08-15T16:55:24Z
CONTRIBUTOR
null
Fix the export of a missing method of `Dataset`
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NIH exporter file not found
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2023-08-11T19:05:25Z
2023-08-14T23:28:38Z
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### Describe the bug can't use or download the nih exporter pile data. ``` 15 experiment_compute_diveristy_coeff_single_dataset_then_combined_datasets_with_domain_weights() 16 File "/lfs/ampere1/0/brando9/beyond-scale-language-data-diversity/src/diversity/div_coeff.py", line 474, in experiment_compute_diveri...
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the-stack-dedup fails to generate
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2023-08-11T05:10:49Z
2023-08-17T09:26:13Z
2023-08-17T09:26:13Z
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### Describe the bug I'm getting an error generating the-stack-dedup with datasets 2.13.1, and with 2.14.4 nothing happens. ### Steps to reproduce the bug My code: ``` import os import datasets as ds MY_CACHE_DIR = "/home/ubuntu/the-stack-dedup-local" MY_TOKEN="my-token" the_stack_ds = ds.load_dataset("...
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I_kwDODunzps5uCYVh
6,141
TypeError: ClientSession._request() got an unexpected keyword argument 'https'
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2023-08-11T02:40:32Z
2023-08-30T13:51:33Z
2023-08-30T13:51:33Z
NONE
null
### Describe the bug Hello, when I ran the [code snippet](https://huggingface.co/docs/datasets/v2.14.4/en/loading#json) on the document, I encountered the following problem: ``` Python 3.10.9 (main, Mar 1 2023, 18:23:06) [GCC 11.2.0] on linux Type "help", "copyright", "credits" or "license" for more informatio...
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Misalignment between file format specified in configs metadata YAML and the inferred builder
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2023-08-10T15:07:34Z
2023-08-17T20:37:20Z
2023-08-17T20:37:20Z
MEMBER
null
There is a misalignment between the format of the `data_files` specified in the configs metadata YAML (CSV): ```yaml configs: - config_name: default data_files: - split: train path: data.csv ``` and the inferred builder (JSON). Note there are multiple JSON files in the repo, but they do not...
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