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https://api.github.com/repos/huggingface/datasets/issues/4446
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https://github.com/huggingface/datasets/pull/4446
1,260,028,995
PR_kwDODunzps45E1Qb
4,446
Add missing kwargs to docstrings
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-06-03T15:10:27
2022-06-03T16:10:09
2022-06-03T16:01:29
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https://api.github.com/repos/huggingface/datasets/issues/4030
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1,182,157,056
PR_kwDODunzps41FxjE
4,030
Use a constant for the articles regex in SQuAD v2
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2022-03-26T23:06:30
2022-04-12T16:30:45
2022-04-12T11:00:24
CONTRIBUTOR
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The main reason for doing this is to be able to change the articles list if using another language, for example. It's not the most elegant solution but at least it makes the metric more extensible with no drawbacks. BTW, what could be the best way to make this more generic (i.e., SQuAD in other languages)? Maybe rec...
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https://api.github.com/repos/huggingface/datasets/issues/1728
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1,728
Add an entry to an arrow dataset
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[ "Hi @ameet-1997,\r\nI think what you are looking for is the `concatenate_datasets` function: https://huggingface.co/docs/datasets/processing.html?highlight=concatenate#concatenate-several-datasets\r\n\r\nFor your use case, I would use the [`map` method](https://huggingface.co/docs/datasets/processing.html?highlight...
2021-01-12T18:01:47
2021-01-18T19:15:32
2021-01-18T19:15:32
NONE
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Is it possible to add an entry to a dataset object? **Motivation: I want to transform the sentences in the dataset and add them to the original dataset** For example, say we have the following code: ``` python from datasets import load_dataset # Load a dataset and print the first examples in the training s...
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[Manual data] improve error message for manual data in general
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2020-05-20T18:10:45
2020-05-20T18:18:52
2020-05-20T18:18:50
CONTRIBUTOR
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`nlp.load("xsum")` now leads to the following error message: ![Screenshot from 2020-05-20 20-05-28](https://user-images.githubusercontent.com/23423619/82481825-3587ea00-9ad6-11ea-9ca2-5794252c6ac7.png) I guess the manual download instructions for `xsum` can also be improved.
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https://api.github.com/repos/huggingface/datasets/issues/2453
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2,453
Keep original features order
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[ "The arrow writer was supposing that the columns were always in the sorted order. I just pushed a fix to reorder the arrays accordingly to the schema. It was failing for many datasets like squad", "and obviously it broke everything", "Feel free to revert my commit. I can investigate this in the coming days", ...
2021-06-07T16:26:38
2021-06-15T18:05:36
2021-06-15T15:43:48
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When loading a Dataset from a JSON file whose column names are not sorted alphabetically, we should get the same column name order, whether we pass features (in the same order as in the file) or not. I found this issue while working on #2366.
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https://api.github.com/repos/huggingface/datasets/issues/3229
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1,046,706,425
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3,229
Fix URL in CITATION file
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2021-11-07T10:04:35
2021-11-07T10:04:46
2021-11-07T10:04:45
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Currently the BibTeX citation parsed from the CITATION file has wrong URL (it shows the repo URL instead of the proceedings paper URL): ``` @inproceedings{Lhoest_Datasets_A_Community_2021, author = {Lhoest, Quentin and Villanova del Moral, Albert and von Platen, Patrick and Wolf, Thomas and Šaško, Mario and Jernite,...
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Include license file in source distribution
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2020-12-02T15:17:43
2020-12-02T17:58:05
2020-12-02T17:58:05
CONTRIBUTOR
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It would be helpful to include the license file in the source distribution.
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Add multimodal datasets
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2021-12-02T07:24:04
2023-02-28T16:29:22
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Epic issue to track the addition of multimodal datasets: - [ ] #2526 - [x] #1842 - [ ] #1810 Instructions to add a new dataset can be found [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md). @VictorSanh feel free to add and sort by priority any interesting dataset. I have added the...
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Segmentation fault
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[ "I downloaded the jsonl file and extract it manually. \r\nThe issue seems to be related to pyarrow.json \r\n\r\n\r\n\r\npython3 -q -X faulthandler -c \"from datasets import load_dataset; load_dataset('json', data_files='/Users/scampion/Downloads/1998-09.jsonl')\"\r\nGenerating train split: 0 examples [00:00, ? exa...
2024-05-02T08:28:49
2024-05-03T08:43:21
2024-05-03T08:42:36
NONE
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### Describe the bug Using various version for datasets, I'm no more longer able to load that dataset without a segmentation fault. Several others files are also concerned. ### Steps to reproduce the bug # Create a new venv python3 -m venv venv_test source venv_test/bin/activate # Install the latest versio...
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1,660,455,202
I_kwDODunzps5i-Iki
5,725
How to limit the number of examples in dataset, for testing?
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[ "Hi! You can use the `nrows` parameter for this:\r\n```python\r\ndata = load_dataset(\"json\", data_files=data_path, nrows=10)\r\n```", "@mariosasko I get:\r\n\r\n`TypeError: __init__() got an unexpected keyword argument 'nrows'`", "I misread the format in which the dataset is stored - the `nrows` parameter wo...
2023-04-10T08:41:43
2023-04-21T06:16:24
2023-04-21T06:16:24
NONE
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### Describe the bug I am using this command: `data = load_dataset("json", data_files=data_path)` However, I want to add a parameter, to limit the number of loaded examples to be 10, for development purposes, but can't find this simple parameter. ### Steps to reproduce the bug In the description. ### Expected beh...
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4,165
Fix google bleu typos, examples
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-04-13T19:59:54
2022-05-03T12:23:52
2022-05-03T12:16:44
CONTRIBUTOR
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688
Disable tokenizers parallelism in multiprocessed map
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2020-09-30T09:53:34
2020-10-01T08:45:46
2020-10-01T08:45:45
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It was reported in #620 that using multiprocessing with a tokenizers shows this message: ``` The current process just got forked. Disabling parallelism to avoid deadlocks... To disable this warning, please explicitly set TOKENIZERS_PARALLELISM=(true | false) ``` This message is shown when TOKENIZERS_PARALLELISM is...
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Support streaming xtreme dataset for udpos config
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2022-04-08T15:30:49
2022-05-06T08:39:46
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Support streaming xtreme dataset for udpos config.
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1,422,461,112
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5,162
Pip-compile: Could not find a version that matches dill<0.3.6,>=0.3.6
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[ "Thanks for reporting, @Rijgersberg.\r\n\r\nWe were waiting for the release of `dill` 0.3.6, that happened 2 days ago (24 Oct 2022): https://github.com/uqfoundation/dill/releases/tag/dill-0.3.6\r\n- See comment: https://github.com/huggingface/datasets/pull/4397#discussion_r880629543\r\n\r\nAlso `multiprocess` 0.70....
2022-10-25T13:23:50
2022-11-14T08:25:37
2022-10-28T05:38:15
NONE
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### Describe the bug When using `pip-compile` (part of `pip-tools`) to generate a pinned requirements file that includes `datasets`, a version conflict of `dill` appears. It is caused by a transitive dependency conflict between `datasets` and `multiprocess`. ### Steps to reproduce the bug ```bash $ echo "dataset...
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I_kwDODunzps6f-j7W
7,297
wrong return type for `IterableDataset.shard()`
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[ "Oops my bad ! thanks for reporting" ]
2024-11-22T17:25:46
2024-12-03T14:27:27
2024-12-03T14:27:03
NONE
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### Describe the bug `IterableDataset.shard()` has the wrong typing for its return as `"Dataset"`. It should be `"IterableDataset"`. Makes my IDE unhappy. ### Steps to reproduce the bug look at [the source code](https://github.com/huggingface/datasets/blob/main/src/datasets/iterable_dataset.py#L2668)? ### Expected ...
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3,202
Add mIoU metric
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[ "Resolved via https://github.com/huggingface/datasets/pull/3745." ]
2021-11-03T08:42:32
2022-06-01T17:39:05
2022-06-01T17:39:04
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** Recently, some semantic segmentation models were added to HuggingFace Transformers, including [SegFormer](https://huggingface.co/transformers/model_doc/segformer.html) and [BEiT](https://huggingface.co/transformers/model_doc/beit.html). Semantic seg...
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Replace deprecated logging.warn with logging.warning
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2022-06-22T08:32:29
2022-06-22T13:43:23
2022-06-22T12:51:51
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Replace `logging.warn` (deprecated in [Python 2.7, 2011](https://github.com/python/cpython/commit/04d5bc00a219860c69ea17eaa633d3ab9917409f)) with `logging.warning` (added in [Python 2.3, 2003](https://github.com/python/cpython/commit/6fa635df7aa88ae9fd8b41ae42743341316c90f7)). * https://docs.python.org/3/library/log...
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6,202
avoid downgrading jax version
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[ "https://github.com/huggingface/datasets/blob/main/setup.py#L236\r\nCurrently has the highest version at 0.3.25; Not sure if there is any reason for this, other than that was the tested version?" ]
2023-09-01T02:57:57
2023-10-12T16:28:59
2023-10-12T16:28:59
NONE
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### 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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Allow pickling of big in-memory tables
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This should fix issue #2134 Pickling is limited to <4GiB objects, it's not possible to pickle a big arrow table (for multiprocessing for example). For big tables, we have to write them on disk and only pickle the path to the table.
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ClassLabel Error
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[ "Hi, you can use the `cast_column` function to change the feature type from a `Value(int64)` to `ClassLabel`:\r\n\r\n```py\r\ndataset = dataset.cast_column(\"label\", ClassLabel(names=[\"label_1\", \"label_2\", \"label_3\"]))\r\nprint(dataset.features)\r\n{'text': Value(dtype='string', id=None),\r\n 'label': ClassL...
2023-04-11T17:14:13
2023-04-13T16:49:57
2023-04-13T16:49:57
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### Describe the bug I still getting the error "call() takes 1 positional argument but 2 were given" even after ensuring that the value being passed to the label object is a single value and that the ClassLabel object has been created with the correct number of label classes ### Steps to reproduce the bug from...
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Support streaming datasets with pyarrow.parquet.read_table
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[ "_The documentation is not available anymore as the PR was closed or merged._", "This function reads an entire Arrow table in one go, which is not ideal memory-wise, so I don't think we should encourage using this function, considering we want to keep RAM usage as low as possible in the streaming mode. \r\n\r\n(N...
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Support streaming datasets with `pyarrow.parquet.read_table`. See: https://huggingface.co/datasets/uonlp/CulturaX/discussions/2 CC: @AndreaFrancis
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Avoid stuck map operation when subprocesses crashes
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[ "Hi ! Do you think this can be fixed at the Pool level ? Ideally it should be the Pool responsibility to handle this, not the `map` code. We could even subclass Pool if needed (at least the one from `multiprocess`)", "@lhoestq it makes sense to me. Just pushed a refactoring creating a `class ProcessPool(multiproc...
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I've been using Dataset.map() with `num_proc=os.cpu_count()` to leverage multicore processing for my datasets, but from time to time I get stuck processes waiting forever. Apparently, when one of the subprocesses is abruptly killed (OOM killer, segfault, SIGKILL, etc), the main process keeps waiting for the async task ...
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Fix Colab notebook link
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\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 | rea...
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Fix notebook link to open in Colab.
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Support for pathlib.Path in datasets 2.19.0
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[ "+1 I just noticed this when I tried to update `datasets` today.", "The same issue, I also get error." ]
2024-05-30T12:53:36
2025-01-14T11:50:22
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### Describe the bug After the recent update of `datasets`, Dataset.save_to_disk does not accept a pathlib.Path anymore. It was supported in 2.18.0 and previous versions. Is this intentional? Was it supported before only because of a Python dusk-typing miracle? ### Steps to reproduce the bug ``` from datasets impor...
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Contributing MedMCQA dataset
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[ "@lhoestq Could you please take a look?\r\nThank you!!", "Hi, thank you for the modifications and suggestions. Please check the changes.", "Can you run `make style` to fix the code formatting please ?\r\n\r\nOh and was wrong with the dummy_data.zip file, it must actually be placed at `datasets/medmcqa/dummy/1.1...
2022-03-30T15:42:47
2022-05-06T09:40:40
2022-05-06T08:42:56
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Adding MedMCQA dataset ( https://paperswithcode.com/dataset/medmcqa ) **Name**: MedMCQA **Description**: MedMCQA is a large-scale, Multiple-Choice Question Answering (MCQA) dataset designed to address real-world medical entrance exam questions. MedMCQA has more than 194k high-quality AIIMS & NEET PG entranc...
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add DFKI SmartData Corpus
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2020-12-07T23:03:48
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- **Name:** DFKI SmartData Corpus - **Description:** DFKI SmartData Corpus is a dataset of 2598 German-language documents which has been annotated with fine-grained geo-entities, such as streets, stops and routes, as well as standard named entity types. - **Paper:** https://www.dfki.de/fileadmin/user_upload/import/94...
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Fix string features of xcsr dataset
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2022-09-26T11:55:36
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This PR fixes string features of `xcsr` dataset to avoid character splitting. Fix #5023. CC: @yangxqiao, @yuchenlin
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bug in boolq dataset loading
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[ "I just opened a PR to fix this.\r\nThanks for reporting !" ]
2020-11-22T08:18:34
2020-11-24T10:12:33
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Hi I am trying to load boolq dataset: ``` import datasets datasets.load_dataset("boolq") ``` I am getting the following errors, thanks for your help ``` >>> import datasets 2020-11-22 09:16:30.070332: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda...
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2023-05-11T20:52:13
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### System Info standard env ### Who can help? _No response_ ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [X] My own task or dataset (give details below) ### Reproduction I'm tr...
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Refactorize tests to use Dataset as context manager
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Refactorize Dataset tests to use Dataset as context manager.
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