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https://api.github.com/repos/huggingface/datasets/issues/7051
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2,409,353,929
I_kwDODunzps6Pm9LJ
7,051
How to set_epoch with interleave_datasets?
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2024-07-15T18:24:52
2024-07-15T18:24:52
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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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https://api.github.com/repos/huggingface/datasets/issues/7050
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2,409,048,733
PR_kwDODunzps51Z1Yp
7,050
add checkpoint and resume title in docs
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2024-07-15T15:38:04
2024-07-15T16:06:15
2024-07-15T15:59:56
MEMBER
null
(minor) just to make it more prominent in the docs page for the soon-to-be-released new torchdata
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https://api.github.com/repos/huggingface/datasets/issues/7049
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2,408,514,366
I_kwDODunzps6PjwM-
7,049
Save nparray as list
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2024-07-15T11:36:11
2024-07-15T12:20:52
null
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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https://api.github.com/repos/huggingface/datasets/issues/7048
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2,408,487,547
I_kwDODunzps6Pjpp7
7,048
ImportError: numpy.core.multiarray when using `filter`
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2024-07-15T11:21:04
2024-07-15T11:21:04
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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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2,406,495,084
I_kwDODunzps6PcDNs
7,047
Save Dataset as Sharded Parquet
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2024-07-12T23:47:51
2024-07-13T00:55:24
null
NONE
null
### 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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2,405,485,582
PR_kwDODunzps51N05n
7,046
Support librosa and numpy 2.0 for Python 3.10
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2024-07-12T12:42:47
2024-07-12T13:04:40
2024-07-12T12:58:17
MEMBER
null
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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7,045
Fix tensorflow min version depending on Python version
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2024-07-12T12:20:23
2024-07-12T12:38:53
2024-07-12T12:33:00
MEMBER
null
Fix tensorflow min version depending on Python version. Related to: - #6991
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7,044
Mark tests that require librosa
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2024-07-12T08:06:59
2024-07-12T09:06:32
2024-07-12T09:00:09
MEMBER
null
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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7,043
Add decorator as explicit test dependency
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2024-07-12T07:35:23
2024-07-12T08:12:55
2024-07-12T08:07:10
MEMBER
null
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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7,042
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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2,404,576,038
I_kwDODunzps6PUusm
7,041
`sort` after `filter` unreasonably slow
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2024-07-12T03:29:27
2024-07-12T03:29:27
null
NONE
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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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2,402,918,335
I_kwDODunzps6POZ-_
7,040
load `streaming=True` dataset with downloaded cache
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2024-07-11T11:14:13
2024-07-11T14:11:56
null
NONE
null
### 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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7,039
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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Yes, can definitely elaborate:
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2024-07-11T02:22:30
2024-07-11T05:28:39
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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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7,037
A bug of Dataset.to_json() function
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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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7,036
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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MEMBER
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Fix doc generation when `NamedSplit` is used as parameter default value. Fix #7035.
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7,035
Docs are not generated when a parameter defaults to a NamedSplit value
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2024-07-10T07:51:24
2024-07-10T07:53:08
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MEMBER
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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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7,034
chore: fix typos in docs
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2024-07-09T08:35:05
2024-07-09T13:32:05
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I_kwDODunzps6O5bj4
7,033
`from_generator` does not allow to specify the split name
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2024-07-09T07:47:58
2024-07-09T08:05:23
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CONTRIBUTOR
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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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7,032
Register `.zstd` extension for zstd-compressed files
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2024-07-08T12:39:50
2024-07-12T15:07:03
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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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CI quality is broken: use ruff check instead
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2024-07-08T11:42:24
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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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7,030
Add option to disable progress bar when reading a dataset ("Loading dataset from disk")
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2024-07-06T05:43:37
2024-07-13T14:35:59
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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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7,029
load_dataset on AWS lambda throws OSError(30, 'Read-only file system') error
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2024-07-04T19:15:16
2024-07-04T19:17:46
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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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Fix ci
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2024-07-04T15:11:08
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...after last pr errors
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Missing line from previous pr
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7,026
Fix check_library_imports
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2024-07-04T14:18:38
2024-07-04T14:28:36
2024-07-04T14:20:02
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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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7,025
feat: support non streamable arrow file binary format
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2024-07-04T10:11:12
2024-07-09T17:08:36
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Support Arrow files (`.arrow`) that are in non streamable binary file formats.
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7,024
Streaming dataset not returning data
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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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7,023
Remove dead code for pyarrow < 15.0.0
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2024-07-03T09:05:03
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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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There is dead code after we require pyarrow >= 15.0.0
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2024-07-03T08:52:57
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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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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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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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Allow Polars round trip by supporting pyarrow large list
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2024-07-02T09:52:52
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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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`load_dataset` fails to load dataset saved by `save_to_disk`
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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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`drop_duplicates` method
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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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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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7,014
Skip faiss tests on Windows to avoid running CI for 360 minutes
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2024-07-01T06:45:35
2024-07-01T07:16:36
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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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2024-07-01T06:40:03
2024-07-01T07:10:28
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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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7,012
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
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7,011
Re-enable raising error from huggingface-hub FutureWarning in CI
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2024-06-28T07:28:32
2024-06-28T12:25:25
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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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7,010
Re-enable raising error from huggingface-hub FutureWarning in CI
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2024-06-28T07:23:40
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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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7,009
Support ruff 0.5.0 in CI
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Support ruff 0.5.0 in CI and revert: - #7007 Fix #7008.
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Support ruff 0.5.0 in CI
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Support ruff 0.5.0 in CI. Also revert: - #7007
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7,007
Fix CI by temporarily pinning ruff < 0.5.0
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2024-06-28T05:09:17
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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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CI is broken after ruff-0.5.0: E721
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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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EmptyDatasetError: The directory at /metadata.jsonl doesn't contain any data files
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2024-06-28T09:56:19
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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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7,004
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
2024-06-28T09:30:12
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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2,373,084,132
PR_kwDODunzps5zhRAK
7,003
minor fix for bfloat16
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2024-06-25T16:10:04
2024-06-25T16:16:11
2024-06-25T16:10:10
MEMBER
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2,373,010,351
PR_kwDODunzps5zhBld
7,002
Fix dump of bfloat16 torch tensor
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2024-06-25T15:38:09
2024-06-25T16:10:16
2024-06-25T15:51:52
MEMBER
null
close https://github.com/huggingface/datasets/issues/7000
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2,372,930,879
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7,001
Datasetbuilder Local Download FileNotFoundError
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2024-06-25T15:02:34
2024-06-25T15:21:19
null
NONE
null
### 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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2,372,887,585
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7,000
IterableDataset: Unsupported ScalarType BFloat16
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2024-06-25T14:43:26
2024-06-25T16:04:00
2024-06-25T15:51:53
NONE
null
### 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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6,999
Remove tasks
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2024-06-25T09:06:16
2024-07-03T12:01:42
null
MEMBER
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Remove tasks, as part of the 3.0 release.
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6,998
Fix tests using hf-internal-testing/librispeech_asr_dummy
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2024-06-25T07:59:44
2024-06-25T08:22:38
2024-06-25T08:13:42
MEMBER
null
Fix tests using hf-internal-testing/librispeech_asr_dummy once that dataset has been converted to Parquet. Fix #6997.
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