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https://api.github.com/repos/huggingface/datasets/issues/7054
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2418548995
PR_kwDODunzps514T1f
7054
Add batching to `IterableDataset`
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[ "Cool ! Thanks for diving into it :)\r\n\r\nYour implementation is great and indeed supports shuffling and batching, you just need to additionally account for state_dict (for dataset [checkpointing+resuming](https://huggingface.co/docs/datasets/main/en/use_with_pytorch#checkpoint-and-resume))\r\n\r\nThat being said...
2024-07-19T10:11:47
2024-07-19T15:10:51
NaT
NONE
nan
1.0
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I've taken a try at implementing a batched `IterableDataset` as requested in issue #6279. This PR adds a new `BatchedExamplesIterable` class and a `.batch()` method to the `IterableDataset` class. The main changes are: 1. A new `BatchedExamplesIterable` that groups examples into batches. 2. A `.batch()` method for...
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2416423791
I_kwDODunzps6QB7Nv
7053
Datasets.datafiles resolve_pattern `TypeError: can only concatenate tuple (not "str") to tuple`
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[ "Hi,\r\n\r\nThis issue was fixed in `datasets` 2.15.0:\r\n- #6105\r\n\r\nYou will need to update your `datasets`:\r\n```\r\npip install -U datasets\r\n```", "Duplicate of:\r\n- #6100" ]
2024-07-18T13:42:35
2024-07-18T15:17:42
2024-07-18 15:16:18+00:00
NONE
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### Describe the bug in data_files.py, line 332, `fs, _, _ = get_fs_token_paths(pattern, storage_options=storage_options)` If we run the code on AWS, as fs.protocol will be a tuple like: `('file', 'local')` So, `isinstance(fs.protocol, str) == False` and `protocol_prefix = fs.protocol + "://" if fs.protocol != ...
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2411682730
PR_kwDODunzps51iuop
7052
Adding `Music` feature for symbolic music modality (MIDI, abc)
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2024-07-16T17:26:04
2024-07-16T17:26:04
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⚠️ (WIP) ⚠️ ### What this PR does This PR adds a `Music` feature for the symbolic music modality, in particular [MIDI](https://en.wikipedia.org/wiki/Musical_Instrument_Digital_Interface) and [abc](https://en.wikipedia.org/wiki/ABC_notation) files. ### Motivations These two file formats are widely used in th...
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2409353929
I_kwDODunzps6Pm9LJ
7051
How to set_epoch with interleave_datasets?
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[ "This is not possible right now afaik :/\r\n\r\nMaybe we could have something like this ? wdyt ?\r\n\r\n```python\r\nds = interleave_datasets(\r\n [shuffled_dataset_a, dataset_b],\r\n probabilities=probabilities,\r\n stopping_strategy='all_exhausted',\r\n reshuffle_each_iteration=True,\r\n)", "That wo...
2024-07-15T18:24:52
2024-07-19T17:51:05
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Let's say I have dataset A which has 100k examples, and dataset B which has 100m examples. I want to train on an interleaved dataset of A+B, with stopping_strategy='all_exhausted' so dataset B doesn't repeat any examples. But every time A is exhausted I want it to be reshuffled (eg. calling set_epoch) Of course I...
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2409048733
PR_kwDODunzps51Z1Yp
7050
add checkpoint and resume title in docs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7050). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-07-15T15:38:04
2024-07-15T16:06:15
2024-07-15 15:59:56+00:00
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(minor) just to make it more prominent in the docs page for the soon-to-be-released new torchdata
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2408514366
I_kwDODunzps6PjwM-
7049
Save nparray as list
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[ "In addition, when I use `set_format ` and index the ds, the following error occurs:\r\nthe code\r\n```python\r\nds.set_format(type=\"np\", colums=\"pixel_values\")\r\n```\r\nerror\r\n<img width=\"918\" alt=\"image\" src=\"https://github.com/user-attachments/assets/b28bbff2-20ea-4d28-ab62-b4ed2d944996\">\r\n", ">...
2024-07-15T11:36:11
2024-07-18T11:33:34
2024-07-18 11:33:34+00:00
NONE
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### Describe the bug When I use the `map` function to convert images into features, datasets saves nparray as a list. Some people use the `set_format` function to convert the column back, but doesn't this lose precision? ### Steps to reproduce the bug the map function ```python def convert_image_to_features(inst, ...
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2408487547
I_kwDODunzps6Pjpp7
7048
ImportError: numpy.core.multiarray when using `filter`
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[ "Could you please check your `numpy` version?", "I got this issue while using numpy version 2.0. \r\n\r\nI solved it by switching back to numpy 1.26.0 :) ", "We recently added support for numpy 2.0, but it is not released yet.", "Ok I see, thanks! I think we can close this issue for now as switching back to v...
2024-07-15T11:21:04
2024-07-16T10:11:25
2024-07-16 10:11:25+00:00
NONE
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### Describe the bug I can't apply the filter method on my dataset. ### Steps to reproduce the bug The following snippet generates a bug: ```python from datasets import load_dataset ami = load_dataset('kamilakesbi/ami', 'ihm') ami['train'].filter( lambda example: example["file_name"] == 'EN2001a' ...
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2406495084
I_kwDODunzps6PcDNs
7047
Save Dataset as Sharded Parquet
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[ "To anyone else who finds themselves in this predicament, it's possible to read the parquet file in the same way that datasets writes it, and then manually break it into pieces. Although, you need a couple of magic options (`thrift_*`) to deal with the huge metadata, otherwise pyarrow immediately crashes.\r\n```pyt...
2024-07-12T23:47:51
2024-07-17T12:07:08
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### Feature request `to_parquet` currently saves the dataset as one massive, monolithic parquet file, rather than as several small parquet files. It should shard large datasets automatically. ### Motivation This default behavior makes me very sad because a program I ran for 6 hours saved its results using `to_...
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2405485582
PR_kwDODunzps51N05n
7046
Support librosa and numpy 2.0 for Python 3.10
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7046). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-07-12T12:42:47
2024-07-12T13:04:40
2024-07-12 12:58:17+00:00
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Support librosa and numpy 2.0 for Python 3.10 by installing soxr 0.4.0b1 pre-release: - https://github.com/dofuuz/python-soxr/releases/tag/v0.4.0b1 - https://github.com/dofuuz/python-soxr/issues/28
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PR_kwDODunzps51Nsie
7045
Fix tensorflow min version depending on Python version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7045). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-07-12T12:20:23
2024-07-12T12:38:53
2024-07-12 12:33:00+00:00
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Fix tensorflow min version depending on Python version. Related to: - #6991
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PR_kwDODunzps51MLbh
7044
Mark tests that require librosa
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Mark tests that require `librosa`. Note that `librosa` is an optional dependency (installed with `audio` option) and we should be able to test environments without that library installed. This is the case if we want to test Numpy 2.0, which is currently incompatible with `librosa` due to its dependency on `soxr`: -...
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7043
Add decorator as explicit test dependency
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Add decorator as explicit test dependency. We use `decorator` library in our CI test since PR: - #4845 However we did not add it as an explicit test requirement, and we depended on it indirectly through other libraries' dependencies. I discovered this while testing Numpy 2.0 and removing incompatible librarie...
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PR_kwDODunzps51K8CM
7042
Improved the tutorial by adding a link for loading datasets
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2024-07-12T03:49:54
2024-07-12T03:49:54
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Improved the tutorial by letting readers know about loading datasets with common files and including a link. I left the local files section alone because the methods were already listed with code snippets.
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I_kwDODunzps6PUusm
7041
`sort` after `filter` unreasonably slow
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2024-07-12T03:29:27
2024-07-12T03:29:27
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### Describe the bug as the tittle says ... ### Steps to reproduce the bug `sort` seems to be normal. ```python from datasets import Dataset import random nums = [{"k":random.choice(range(0,1000))} for _ in range(100000)] ds = Dataset.from_list(nums) print("start sort") ds = ds.sort("k") print("f...
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2402918335
I_kwDODunzps6POZ-_
7040
load `streaming=True` dataset with downloaded cache
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[ "When you pass `streaming=True`, the cache is ignored. The remote data URL is used instead and the data is streamed from the remote server.", "Thanks for your reply! So is there any solution to get my expected behavior besides clone the whole repo ? Or could I adjust my script to load the downloaded arrow files a...
2024-07-11T11:14:13
2024-07-11T14:11:56
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### Describe the bug We build a dataset which contains several hdf5 files and write a script using `h5py` to generate the dataset. The hdf5 files are large and the processed dataset cache takes more disk space. So we hope to try streaming iterable dataset. Unfortunately, `h5py` can't convert a remote URL into a hdf5 f...
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7039
Fix export to JSON when dataset larger than batch size
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2024-07-11T06:52:22
2024-07-11T07:27:58
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Fix export to JSON (`files=False`) when dataset larger than batch size. Fix #7037.
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7038
Yes, can definitely elaborate:
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[ "This is the `datasets` repository, and the issue should be opened in the `transformers` repo instead." ]
2024-07-11T02:22:30
2024-07-11T05:28:39
2024-07-11 05:28:39+00:00
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Yes, can definitely elaborate: Say I want to use HF Trainer with an arbitrary PyTorch optimizer (`AdamW` here just as an example). Then I should intuitively extend `Trainer` like: ```python class CustomOptimizerTrainer(Trainer): @staticmethod def get_optimizer_cls_and_kwargs(args: HfTrain...
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7037
A bug of Dataset.to_json() function
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[ "Thanks for reporting, @LinglingGreat.\r\n\r\nI confirm this is a bug." ]
2024-07-10T09:11:22
2024-07-10T13:07:44
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### Describe the bug When using the Dataset.to_json() function, an unexpected error occurs if the parameter is set to lines=False. The stored data should be in the form of a list, but it actually turns into multiple lists, which causes an error when reading the data again. The reason is that to_json() writes to the f...
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7036
Fix doc generation when NamedSplit is used as parameter default value
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2024-07-10T07:58:46
2024-07-10T08:01:00
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Fix doc generation when `NamedSplit` is used as parameter default value. Fix #7035.
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7035
Docs are not generated when a parameter defaults to a NamedSplit value
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2024-07-10T07:51:24
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While generating the docs, we get an error when some parameter defaults to a `NamedSplit` value, like: ```python def call_function(split=Split.TRAIN): ... ``` The error is: ValueError: Equality not supported between split train and <class 'inspect._empty'> See: https://github.com/huggingface/datasets/action...
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7034
chore: fix typos in docs
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2397419768
I_kwDODunzps6O5bj4
7033
`from_generator` does not allow to specify the split name
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[ "Thanks for reporting, @pminervini.\r\n\r\nI agree we should give the option to define the split name.\r\n\r\nIndeed, there is a PR that addresses precisely this issue:\r\n- #7015\r\n\r\nI am reviewing it." ]
2024-07-09T07:47:58
2024-07-09T08:05:23
NaT
CONTRIBUTOR
nan
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### Describe the bug I'm building train, dev, and test using `from_generator`; however, in all three cases, the logger prints `Generating train split:` It's not possible to change the split name since it seems to be hardcoded: https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/generator/g...
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2395531699
PR_kwDODunzps50sJTq
7032
Register `.zstd` extension for zstd-compressed files
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7032). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@albertvillanova hm I don't know tbh, it's just that \"mlfoundations/dclm-baseline-1.0\...
2024-07-08T12:39:50
2024-07-12T15:07:03
2024-07-12 15:07:03+00:00
CONTRIBUTOR
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For example, https://huggingface.co/datasets/mlfoundations/dclm-baseline-1.0 dataset files have `.zstd` extension which is currently ignored (only `.zst` is registered).
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2395401692
I_kwDODunzps6Oxu3c
7031
CI quality is broken: use ruff check instead
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2024-07-08T11:42:24
2024-07-08T11:47:29
2024-07-08 11:47:29+00:00
MEMBER
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CI quality is broken: https://github.com/huggingface/datasets/actions/runs/9838873879/job/27159697027 ``` error: `ruff <path>` has been removed. Use `ruff check <path>` instead. ```
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2393411631
I_kwDODunzps6OqJAv
7030
Add option to disable progress bar when reading a dataset ("Loading dataset from disk")
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[ "You can disable progress bars for all of `datasets` with `disable_progress_bars`. [Link](https://huggingface.co/docs/datasets/en/package_reference/utilities#datasets.enable_progress_bars)\r\n\r\nSo you could do something like:\r\n\r\n```python\r\nfrom datasets import load_from_disk, enable_progress_bars, disable_p...
2024-07-06T05:43:37
2024-07-13T14:35:59
2024-07-13 14:35:59+00:00
NONE
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### Feature request Add an option in load_from_disk to disable the progress bar even if the number of files is larger than 16. ### Motivation I am reading a lot of datasets that it creates lots of logs. <img width="1432" alt="image" src="https://github.com/huggingface/datasets/assets/57996478/8d4bbf03-6b89-...
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2391366696
I_kwDODunzps6OiVwo
7029
load_dataset on AWS lambda throws OSError(30, 'Read-only file system') error
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[ "hi ! can you share the full stack trace ? this should help locate what files is not written in the cache_dir" ]
2024-07-04T19:15:16
2024-07-17T12:44:03
NaT
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### Describe the bug I'm using AWS lambda to run a python application. I run the `load_dataset` function with cache_dir="/tmp" and is still throws the OSError(30, 'Read-only file system') error. Is even updated all the HF envs to point to /tmp dir but the issue still persists. I can confirm that the I can write to /...
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PR_kwDODunzps50dQ1w
7028
Fix ci
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2024-07-04T15:11:08
2024-07-04T15:26:35
2024-07-04 15:19:16+00:00
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...after last pr errors
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7027
Missing line from previous pr
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2024-07-04T14:34:29
2024-07-04T14:40:46
2024-07-04 14:34:36+00:00
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7026
Fix check_library_imports
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2024-07-04T14:18:38
2024-07-04T14:28:36
2024-07-04 14:20:02+00:00
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move it to after the `trust_remote_code` check Note that it only affects local datasets that already exist on disk, not datasets loaded from HF directly
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PR_kwDODunzps50bSyD
7025
feat: support non streamable arrow file binary format
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2024-07-04T10:11:12
2024-07-17T17:16:13
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Support Arrow files (`.arrow`) that are in non streamable binary file formats.
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I_kwDODunzps6Odqq6
7024
Streaming dataset not returning data
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2024-07-04T07:21:47
2024-07-04T07:21:47
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### Describe the bug I'm deciding to post here because I'm still not sure what the issue is, or if I am using IterableDatasets wrongly. I'm following the guide on here https://huggingface.co/learn/cookbook/en/fine_tuning_code_llm_on_single_gpu pretty much to a tee and have verified that it works when I'm fine-tuning ...
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PR_kwDODunzps50TDot
7023
Remove dead code for pyarrow < 15.0.0
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2024-07-03T09:05:03
2024-07-03T09:24:46
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Remove dead code for pyarrow < 15.0.0. Code is dead since the merge of: - #6892 Fix #7022.
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7022
There is dead code after we require pyarrow >= 15.0.0
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There are code lines specific for pyarrow versions < 15.0.0. However, we require pyarrow >= 15.0.0 since the merge of PR: - #6892 Those code lines are now dead code and should be removed.
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7021
Fix casting list array to fixed size list
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Fix casting list array to fixed size list. This bug was introduced in [datasets-2.17.0](https://github.com/huggingface/datasets/releases/tag/2.17.0) by PR: https://github.com/huggingface/datasets/pull/6283/files#diff-1cb2b66aa9311d729cfd83013dad56cf5afcda35b39dfd0bfe9c3813a049eab0R1899 - #6283 Fix #7020.
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7020
Casting list array to fixed size list raises error
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When trying to cast a list array to fixed size list, an AttributeError is raised: > AttributeError: 'pyarrow.lib.FixedSizeListType' object has no attribute 'length' Steps to reproduce the bug: ```python import pyarrow as pa from datasets.table import array_cast arr = pa.array([[0, 1]]) array_cast(arr, pa.lis...
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7019
Support pyarrow large_list
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2024-07-19T09:23:40
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Allow Polars round trip by supporting pyarrow large list. Fix #6834, fix #6984. Supersede and close #4800, close #6835, close #6986.
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7018
`load_dataset` fails to load dataset saved by `save_to_disk`
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2024-07-01T12:19:19
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### Describe the bug This code fails to load the dataset it just saved: ```python from datasets import load_dataset from transformers import AutoTokenizer MODEL = "google-bert/bert-base-cased" tokenizer = AutoTokenizer.from_pretrained(MODEL) dataset = load_dataset("yelp_review_full") def tokenize_functi...
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Support fsspec 2024.6.1
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Support fsspec 2024.6.1.
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7016
`drop_duplicates` method
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2024-07-01T09:01:06
2024-07-02T13:54:48
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### Feature request `drop_duplicates` method for huggingface datasets (similiar in simplicity to the `pandas` one) ### Motivation Ease of use ### Your contribution I don't think i am good enough to help
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7015
add split argument to Generator
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## Actual When creating a multi-split dataset using generators like ```python datasets.DatasetDict({ "val": datasets.Dataset.from_generator( generator=generator_val, features=features ), "test": datasets.Dataset.from_generator( generator=generator_test, features=features, ...
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7014
Skip faiss tests on Windows to avoid running CI for 360 minutes
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Skip faiss tests on Windows to avoid running CI for 360 minutes. Fix #7013. Revert once the underlying issue is fixed.
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CI is broken for faiss tests on Windows: node down: Not properly terminated
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Faiss tests on Windows make the CI run indefinitely until maximum execution time (360 minutes) is reached. See: https://github.com/huggingface/datasets/actions/runs/9712659783 ``` test (integration, windows-latest, deps-minimum) The job running on runner GitHub Actions 60 has exceeded the maximum execution time o...
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Raise an error when a nested object is expected to be a mapping that displays the object
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2024-06-28T18:10:59
2024-07-11T02:06:16
2024-07-11 02:06:16+00:00
NONE
nan
0.0
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2379785262
PR_kwDODunzps5z27Fs
7011
Re-enable raising error from huggingface-hub FutureWarning in CI
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2024-06-28T07:28:32
2024-06-28T12:25:25
2024-06-28 12:19:28+00:00
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Re-enable raising error from huggingface-hub FutureWarning in tests, once that the fix in transformers - https://github.com/huggingface/transformers/pull/31007 was just released yesterday in transformers-4.42.0: https://github.com/huggingface/transformers/releases/tag/v4.42.0 Fix #7010.
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I_kwDODunzps6N2IXI
7010
Re-enable raising error from huggingface-hub FutureWarning in CI
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2024-06-28T07:23:40
2024-06-28T12:19:30
2024-06-28 12:19:29+00:00
MEMBER
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Re-enable raising error from huggingface-hub FutureWarning in CI, which was disabled by PR: - #6876 Note that this can only be done once transformers releases the fix: - https://github.com/huggingface/transformers/pull/31007
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PR_kwDODunzps5z2Xe6
7009
Support ruff 0.5.0 in CI
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2024-06-28T05:37:36
2024-06-28T07:17:26
2024-06-28 07:11:17+00:00
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Support ruff 0.5.0 in CI and revert: - #7007 Fix #7008.
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I_kwDODunzps6N1a3l
7008
Support ruff 0.5.0 in CI
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2024-06-28T05:11:26
2024-06-28T07:11:18
2024-06-28 07:11:18+00:00
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Support ruff 0.5.0 in CI. Also revert: - #7007
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2379588676
PR_kwDODunzps5z2Q68
7007
Fix CI by temporarily pinning ruff < 0.5.0
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As a hotfix for CI, temporarily pin ruff upper version < 0.5.0. Fix #7006. Revert once root cause is fixed.
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I_kwDODunzps6N1Yhn
7006
CI is broken after ruff-0.5.0: E721
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2024-06-28T05:03:28
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After ruff-0.5.0 release (https://github.com/astral-sh/ruff/releases/tag/0.5.0), our CI is broken due to E721 rule. See: https://github.com/huggingface/datasets/actions/runs/9707641618/job/26793170961?pr=6983 > src/datasets/features/features.py:844:12: E721 Use `is` and `is not` for type comparisons, or `isinstanc...
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2378424349
I_kwDODunzps6Nw-Ad
7005
EmptyDatasetError: The directory at /metadata.jsonl doesn't contain any data files
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[ "Hi ! `data_dir=` is for directories, can you try using `data_files=` instead ?", "If you are trying to load your image dataset from a local folder, you should replace \"data_dir=path/to/jsonl/metadata.jsonl\" with the real folder path in your computer.\r\n\r\nhttps://huggingface.co/docs/datasets/en/image_load#im...
2024-06-27T15:08:26
2024-06-28T09:56:19
2024-06-28 09:56:19+00:00
NONE
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### Describe the bug while trying to load custom dataset from jsonl file, I get the error: "metadata.jsonl doesn't contain any data files" ### Steps to reproduce the bug This is my [metadata_v2.jsonl](https://github.com/user-attachments/files/16016011/metadata_v2.json) file. I have this file in the folder with all ...
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PR_kwDODunzps5zrIYR
7004
Fix WebDatasets KeyError for user-defined Features when a field is missing in an example
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2024-06-26T18:58:05
2024-06-29T00:15:49
2024-06-28 09:30:12+00:00
CONTRIBUTOR
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Fixes: https://github.com/huggingface/datasets/issues/6900 Not sure if this needs any addition stuff before merging
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7003
minor fix for bfloat16
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7002
Fix dump of bfloat16 torch tensor
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7002). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-06-25T15:38:09
2024-06-25T16:10:16
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close https://github.com/huggingface/datasets/issues/7000
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I_kwDODunzps6NcA0_
7001
Datasetbuilder Local Download FileNotFoundError
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[ "Ok it seems the solution is to use the directory string without the trailing \"/\" which in my case as: \r\n\r\n`parquet_dir = \"~/data/Parquet\" `\r\n\r\nStill i think this is a weird behavior... " ]
2024-06-25T15:02:34
2024-06-25T15:21:19
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### Describe the bug So I was trying to download a dataset and save it as parquet and I follow the [tutorial](https://huggingface.co/docs/datasets/filesystems#download-and-prepare-a-dataset-into-a-cloud-storage) of Huggingface. However, during the excution I face a FileNotFoundError. I debug the code and it seems...
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2372887585
I_kwDODunzps6Nb2Qh
7000
IterableDataset: Unsupported ScalarType BFloat16
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[ "@lhoestq Thank you for merging #6607, but unfortunately the issue persists for `IterableDataset` :pensive: ", "Hi ! I opened https://github.com/huggingface/datasets/pull/7002 to fix this bug", "Amazing, thank you so much @lhoestq! :pray:" ]
2024-06-25T14:43:26
2024-06-25T16:04:00
2024-06-25 15:51:53+00:00
NONE
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### Describe the bug `IterableDataset.from_generator` crashes when using BFloat16: ``` File "/usr/local/lib/python3.11/site-packages/datasets/utils/_dill.py", line 169, in _save_torchTensor args = (obj.detach().cpu().numpy(),) ^^^^^^^^^^^^^^^^^^^^^^^^^^ TypeError: Got unsupported ScalarType ...
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6999
Remove tasks
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2024-06-25T09:06:16
2024-07-03T12:01:42
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Remove tasks, as part of the 3.0 release.
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6998
Fix tests using hf-internal-testing/librispeech_asr_dummy
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Fix tests using hf-internal-testing/librispeech_asr_dummy once that dataset has been converted to Parquet. Fix #6997.
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6997
CI is broken for tests using hf-internal-testing/librispeech_asr_dummy
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CI is broken: https://github.com/huggingface/datasets/actions/runs/9657882317/job/26637998686?pr=6996 ``` FAILED tests/test_inspect.py::test_get_dataset_config_names[hf-internal-testing/librispeech_asr_dummy-expected4] - AssertionError: assert ['clean'] == ['clean', 'other'] Right contains one more item: 'othe...
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6996
Remove deprecated code
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2024-06-25T06:54:40
2024-07-01T12:36:59
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Remove deprecated code, as part of the 3.0 release. First merge: - [x] #6983 - [x] #6987 - [ ] #6999
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ImportError when importing datasets.load_dataset
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[ "What is the version of your installed `huggingface-hub`:\r\n```python\r\nimport huggingface_hub\r\nprint(huggingface_hub.__version__)\r\n```\r\n\r\nIt seems you have a very old version of `huggingface-hub`, where `CommitInfo` was not still implemented. You need to update it:\r\n```\r\npip install -U huggingface-hu...
2024-06-24T17:07:22
2024-07-16T17:51:06
2024-06-25 06:11:37+00:00
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### Describe the bug I encountered an ImportError while trying to import `load_dataset` from the `datasets` module in Hugging Face. The error message indicates a problem with importing 'CommitInfo' from 'huggingface_hub'. ### Steps to reproduce the bug 1. pip install git+https://github.com/huggingface/datasets 2. f...
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6994
Fix incorrect rank value in data splitting
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2024-06-24T15:07:47
2024-06-26T04:37:35
2024-06-25 16:19:17+00:00
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Fix #6990.
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less script docs
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2024-06-27 09:31:21+00:00
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+ mark as legacy in some parts of the docs since we'll not build new features for script datasets
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Dataset with streaming doesn't work with proxy
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[ "Hi ! can you try updating `datasets` and `huggingface_hub` ?\r\n\r\n```\r\npip install -U datasets huggingface_hub\r\n```" ]
2024-06-22T16:12:08
2024-06-25T15:43:05
NaT
NONE
nan
nan
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### Describe the bug I'm currently trying to stream data using dataset since the dataset is too big but it hangs indefinitely without loading the first batch. I use AIMOS which is a supercomputer that uses proxy to connect to the internet. I assume it has to do with the network configurations. I've already set up both...
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PR_kwDODunzps5zPoQs
6991
Unblock NumPy 2.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6991). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@albertvillanova Any chance we could get this in before the next release? Everything d...
2024-06-22T09:19:53
2024-07-12T12:11:18
2024-07-12 12:04:53+00:00
CONTRIBUTOR
nan
0.0
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Fixes https://github.com/huggingface/datasets/issues/6980
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I_kwDODunzps6NEGCx
6990
Problematic rank after calling `split_dataset_by_node` twice
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[ "ah yes good catch ! feel free to open a PR with your suggested fix" ]
2024-06-21T14:25:26
2024-06-25T16:19:19
2024-06-25 16:19:19+00:00
CONTRIBUTOR
nan
nan
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### Describe the bug I'm trying to split `IterableDataset` by `split_dataset_by_node`. But when doing split on a already split dataset, the resulting `rank` is greater than `world_size`. ### Steps to reproduce the bug Here is the minimal code for reproduction: ```py >>> from datasets import load_dataset >>...
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I_kwDODunzps6M_4bh
6989
cache in nfs error
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2024-06-21T02:09:22
2024-06-21T02:12:55
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### Describe the bug - When reading dataset, a cache will be generated to the ~/. cache/huggingface/datasets directory - When using .map and .filter operations, runtime cache will be generated to the /tmp/hf_datasets-* directory - The default is to use the path of tempfile.tempdir - If I modify this path to the N...
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6988
[`feat`] Move dataset card creation to method for easier overriding
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6988). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "`Dataset` objects are not made to be subclassed, so I don't think going in that directi...
2024-06-20T10:47:57
2024-06-21T16:04:58
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Hello! ## Pull Request overview * Move dataset card creation to method for easier overriding ## Details It's common for me to fully automatically download, reformat, and upload a dataset (e.g. see https://huggingface.co/datasets?other=sentence-transformers), but one aspect that I cannot easily automate is the d...
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6987
Remove beam
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2024-06-20T07:27:14
2024-06-26T19:41:55
2024-06-26 19:35:42+00:00
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Remove beam, as part of the 3.0 release.
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6986
Add large_list type support in string_to_arrow
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[ "@albertvillanova @KennethEnevoldsen" ]
2024-06-19T14:54:25
2024-07-18T08:29:17
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add large_list type support in string_to_arrow() and _arrow_to_datasets_dtype() in features.py Fix #6984
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6985
AttributeError: module 'pyarrow.lib' has no attribute 'ListViewType'
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[ "Please note that the error is raised just at import:\r\n```python\r\nimport pyarrow.parquet as pq\r\n```\r\n\r\nTherefore it must be caused by some problem with your pyarrow installation. I would recommend you uninstall and install pyarrow again.\r\n\r\nI also see that it seems you use conda to install pyarrow. Pl...
2024-06-19T13:22:28
2024-06-25T11:28:38
2024-06-25 05:40:51+00:00
NONE
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### Describe the bug I have been struggling with this for two days, any help would be appreciated. Python 3.10 ``` from setfit import SetFitModel from huggingface_hub import login access_token_read = "cccxxxccc" # Authenticate with the Hugging Face Hub login(token=access_token_read) # Load the models fr...
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2362143554
I_kwDODunzps6My3NC
6984
Convert polars DataFrame back to datasets
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[ "Hi ! Thanks for reporting :)\r\n\r\nWe don't support `large_list` yet, though it should be added to `Sequence` IMO (maybe with a parameter `large=True` ?)" ]
2024-06-19T11:38:48
2024-07-01T12:48:18
NaT
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### Feature request This returns error. ```python from datasets import Dataset dsdf = Dataset.from_dict({"x": [[1, 2], [3, 4, 5]], "y": ["a", "b"]}) Dataset.from_polars(dsdf.to_polars()) ``` ValueError: Arrow type large_list<item: int64> does not have a datasets dtype equivalent. ### Motivation When datasets...
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6983
Remove metrics
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2024-06-19T09:08:55
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Remove all metrics, as part of the 3.0 release. Note they are deprecated since 2.5.0 version.
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6982
cannot split dataset when using load_dataset
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[ "it seems the bug will happened in all windows system, I tried it in windows8.1, 10, 11 and all of them failed. But it won't happened in the Linux(Ubuntu and Centos7) and Mac (both my virtual and physical machine). I still don't know what the problem is. May be related to the path? I cannot run the split file in m...
2024-06-19T08:07:16
2024-07-08T06:20:16
2024-07-08 06:20:16+00:00
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### Describe the bug when I use load_dataset methods to load mozilla-foundation/common_voice_7_0, it can successfully download and extracted the dataset but It cannot generating the arrow document, This bug happened in my server, my laptop, so as #6906 , but it won't happen in the google colab. I work for it for da...
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6981
Update docs on trust_remote_code defaults to False
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2024-06-19T07:12:21
2024-06-19T14:32:59
2024-06-19 14:26:37+00:00
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Update docs on trust_remote_code defaults to False. The docs needed to be updated due to this PR: - #6954
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6980
Support NumPy 2.0
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2024-06-18T23:30:22
2024-07-12T12:04:54
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### Feature request Support NumPy 2.0. ### Motivation NumPy introduces the Array API, which bridges the gap between machine learning libraries. Many clients of HuggingFace are eager to start using the Array API. Besides that, NumPy 2 provides a cleaner interface than NumPy 1. ### Tasks NumPy 2.0 was ...
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2360175363
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6979
How can I load partial parquet files only?
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[ "Hello,\r\n\r\nHave you tried loading the dataset in streaming mode? [Documentation](https://huggingface.co/docs/datasets/v2.20.0/stream)\r\n\r\nThis way you wouldn't have to load it all. Also, let's be nice to Parquet, it's a really nice technology and we don't need to be mean :)", "I have downloaded part of it,...
2024-06-18T15:44:16
2024-06-21T17:09:32
2024-06-21 13:32:50+00:00
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I have a HUGE dataset about 14TB, I unable to download all parquet all. I just take about 100 from it. dataset = load_dataset("xx/", data_files="data/train-001*-of-00314.parquet") How can I just using 000 - 100 from a 00314 from all partially? I search whole net didn't found a solution, **this is stupid if the...
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Fix regression for pandas < 2.0.0 in JSON loader
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A regression was introduced for pandas < 2.0.0 in PR: - #6914 As described in pandas docs, the `dtype_backend` parameter was first added in pandas 2.0.0: https://pandas.pydata.org/docs/reference/api/pandas.read_json.html This PR fixes the regression by passing (or not) the `dtype_backend` parameter depending on ...
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6977
load json file error with v2.20.0
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[ "Thanks for reporting, @xiaoyaolangzhi.\r\n\r\nIndeed, we are currently requiring `pandas` >= 2.0.0.\r\n\r\nYou will need to update pandas in your local environment:\r\n```\r\npip install -U pandas\r\n``` ", "Thank you very much." ]
2024-06-18T08:41:01
2024-06-18T10:06:10
2024-06-18 10:06:09+00:00
NONE
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### Describe the bug ``` load_dataset(path="json", data_files="./test.json") ``` ``` Generating train split: 0 examples [00:00, ? examples/s] Traceback (most recent call last): File "/usr/local/lib/python3.10/dist-packages/datasets/packaged_modules/json/json.py", line 132, in _generate_tables pa_table = p...
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6976
Ensure compatibility with numpy 2.0.0
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2024-06-17T11:29:22
2024-06-19T14:30:32
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Following the conversion guide, copy=False is no longer required and will result in an error: https://numpy.org/devdocs/numpy_2_0_migration_guide.html#adapting-to-changes-in-the-copy-keyword. The following fix should resolve the issue. error found during testing on the MTEB repository e.g. [here](https://github.c...
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Set temporary numpy upper version < 2.0.0 to fix CI
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Set temporary numpy upper version < 2.0.0 to fix CI. See: https://github.com/huggingface/datasets/actions/runs/9546031216/job/26308072017 ``` A module that was compiled using NumPy 1.x cannot be run in NumPy 2.0.0 as it may crash. To support both 1.x and 2.x versions of NumPy, modules must be compiled with NumPy 2....
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6973
IndexError during training with Squad dataset and T5-small model
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[ "add remove_unused_columns=False to training_args\r\nhttps://github.com/huggingface/datasets/issues/6535#issuecomment-1874024704", "Closing this issue because it was a reported and fixed in transformers." ]
2024-06-16T07:53:54
2024-07-01T11:25:40
2024-07-01 11:25:40+00:00
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### Describe the bug I am encountering an IndexError while training a T5-small model on the Squad dataset using the transformers and datasets libraries. The error occurs even with a minimal reproducible example, suggesting a potential bug or incompatibility. ### Steps to reproduce the bug 1.Install the required libr...
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Fix webdataset pickling
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...by making tracked iterables picklable. This is important to make streaming datasets compatible with multiprocessing e.g. for parallel data loading
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packaging: Remove useless dependencies
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6971). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@HuggingFaceDocBuilderDev There is no doc for this change. Call a human.", "Haha it w...
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Revert changes in #6396 and #6404. CVE-2023-47248 has been fixed since PyArrow v14.0.1. Meanwhile Python requirements requires `pyarrow>=15.0.0`.
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Set dev version
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Release: 2.20.0
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Use `HF_HUB_OFFLINE` instead of `HF_DATASETS_OFFLINE`
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2024-06-13T17:31:37
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To use `datasets` offline, one can use the `HF_DATASETS_OFFLINE` environment variable. This PR makes `HF_HUB_OFFLINE` the recommended environment variable for offline training. Goal is to be more consistent with the rest of HF ecosystem and have a single config value to set. The changes are backward-compatible meani...
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Method to load Laion400m
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### Feature request Large datasets like Laion400m are provided as embeddings. The provided methods in load_dataset are not straightforward for loading embedding files, i.e. img_emb_XX.npy ; XX = 0 to 99 ### Motivation The trial and experimentation is the key pivot of HF. It would be great if HF can load embeddings...
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Remove underlines between badges
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2024-06-12T14:32:11
2024-06-19T14:16:21
2024-06-19 14:10:11+00:00
CONTRIBUTOR
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## Before: <img width="935" alt="image" src="https://github.com/huggingface/datasets/assets/35881688/93666e72-059b-4180-9e1d-ff176a3d9dac"> ## After: <img width="956" alt="image" src="https://github.com/huggingface/datasets/assets/35881688/75df7c3e-f473-44f0-a872-eeecf6a85fe2">
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Improve skip take shuffling and distributed
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set the right behavior of skip/take depending on whether it's called after or before shuffle/split_by_node
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Fix resuming arrow format
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following https://github.com/huggingface/datasets/pull/6658
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6963
[Streaming] retry on requests errors
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reported in https://discuss.huggingface.co/t/speeding-up-streaming-of-large-datasets-fineweb/90714/6 when training using a streaming a dataloader cc @Wauplin it looks like the retries from `hfh` are not always enough. In this PR I let `datasets` do additional retries (that users can configure in `datasets.config`) ...
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fix(ci): remove unnecessary permissions
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### What does this PR do? Remove unnecessary permissions granted to the actions workflow. Sorry for the mishap.
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6961
Manual downloads should count as downloads
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[ "We're unlikely to add more features/support for datasets with python loading scripts, which include datasets with manual download. Sorry for the inconvenience" ]
2024-06-09T04:52:06
2024-06-13T16:05:00
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### Feature request I would like to request that manual downloads of data files from Hugging Face dataset repositories count as downloads of a dataset. According to the documentation for the Hugging Face Hub, that is currently not the case: https://huggingface.co/docs/hub/en/datasets-download-stats ### Motivation Th...
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feat(ci): add trufflehog secrets detection
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2024-06-07T16:18:23
2024-06-08T14:58:27
2024-06-08 14:52:18+00:00
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### What does this PR do? Adding a GH action to scan for leaked secrets on each commit.
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6959
Better error handling in `dataset_module_factory`
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cc @cakiki who reported it on [slack](https://huggingface.slack.com/archives/C039P47V1L5/p1717754405578539) (private link) This PR updates how errors are handled in `dataset_module_factory` when the `dataset_info` cannot be accessed: 1. Use multiple `except ... as e` instead of using `isinstance(e, ...)` 2. Alway...
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6958
My Private Dataset doesn't exist on the Hub or cannot be accessed
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### Describe the bug ``` File "/root/miniconda3/envs/gino_conda/lib/python3.9/site-packages/datasets/load.py", line 1852, in dataset_module_factory raise DatasetNotFoundError(msg + f" at revision '{revision}'" if revision else msg) datasets.exceptions.DatasetNotFoundError: Dataset 'xxx' doesn't exist on t...
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Fix typos in docs
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Fix typos in docs introduced by: - #6956 Typos: - `comparisions` => `comparisons` - two consecutive sentences both ending in colon - split one sentence into two Sorry, I did not have time to review that PR. CC: @lhoestq
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update docs on N-dim arrays
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Fix small typo
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
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Remove default `trust_remote_code=True`
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TODO: - [x] fix tests
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