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https://api.github.com/repos/huggingface/datasets/issues/3966
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1,173,883,084
PR_kwDODunzps40rBNE
3,966
Create metric card for BERTScore
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-03-18T18:21:56
2022-03-22T13:35:28
2022-03-22T13:30:56
CONTRIBUTOR
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Proposing a metric card for BERTScore
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1,070,454,913
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3,375
Support streaming zipped dataset repo by passing only repo name
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[ "I just tested and I think this only opens one file ? If there are several files in the ZIP, only the first one is opened. To open several files from a ZIP, one has to call `open` several times.\r\n\r\nWhat about updating the CSV loader to make it `download_and_extract` zip files, and open each extracted file ?", ...
2021-12-03T10:43:05
2021-12-16T18:03:32
2021-12-16T18:03:31
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Proposed solution: - I have added the method `iter_files` to DownloadManager and StreamingDownloadManager - I use this in modules: "csv", "json", "text" - I test for CSV/JSONL/TXT zipped (and non-zipped) files, both in streaming and non-streaming modes Fix #3373.
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7,705
Can Not read installed dataset in dataset.load(.)
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[ "You can download the dataset locally using [huggingface_hub.snapshot_download](https://huggingface.co/docs/huggingface_hub/v0.34.3/en/package_reference/file_download#huggingface_hub.snapshot_download) and then do\n\n```python\ndataset = load_dataset(local_directory_path)\n```", "> You can download the dataset lo...
2025-07-28T09:43:54
2025-08-05T01:24:32
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Hi, folks, I'm newbie in huggingface dataset api. As title, i'm facing the issue that the dataset.load api can not connect to the installed dataset. code snippet : <img width="572" height="253" alt="Image" src="https://github.com/user-attachments/assets/10f48aaf-d6ca-4239-b1cf-145d74f125d1" /> data path : "/xxx/jose...
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I_kwDODunzps5Oo28N
4,750
Easily create loading script for benchmark comprising multiple huggingface datasets
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[ "Hi ! I think the simplest is to copy paste the `_split_generators` code from the other datasets and do a bunch of if-else, as in the glue dataset: https://huggingface.co/datasets/glue/blob/main/glue.py#L467", "Ok, I see. Thank you" ]
2022-07-27T10:13:38
2022-07-27T13:58:07
2022-07-27T13:58:07
CONTRIBUTOR
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Hi, I would like to create a loading script for a benchmark comprising multiple huggingface datasets. The function _split_generators needs to return the files for the respective dataset. However, the files are not always in the same location for each dataset. I want to just make a wrapper dataset that provides a si...
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1,382,851,096
I_kwDODunzps5SbKIY
5,012
Force JSON format regardless of file naming on S3
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[ "Hi ! Support for URIs like `s3://...` is not implemented yet in `data_files=`. You can use the HTTP URL instead if your data is public in the meantime", "Hi,\r\nI want to make sure I understand this response. I have a set of files on S3 that are private for security reasons. Because they are not public files I ...
2022-09-22T18:28:15
2023-08-16T09:58:36
2023-08-16T09:58:36
NONE
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I have a file on S3 created by Data Version Control, it looks like `s3://dvc/ac/badff5b134382a0f25248f1b45d7b2` but contains a json file. If I run ```python dataset = load_dataset( "json", data_files='s3://dvc/ac/badff5b134382a0f25248f1b45d7b2' ) ``` It gives me ``` InvalidSchema: No connection adap...
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3,187
Add ChrF(++) (as implemented in sacrebleu)
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2021-10-31T08:53:58
2021-11-02T14:50:50
2021-11-02T14:31:26
CONTRIBUTOR
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Similar to my [PR for TER](https://github.com/huggingface/datasets/pull/3153), it feels only right to also include ChrF and friends. These are present in Sacrebleu and are therefore very similar to implement as TER and sacrebleu. I tested the implementation with sacrebleu's tests to verify. You can try this below for y...
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Add yoruba text c3
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[ "looks like this PR includes changes about other datasets\r\n", "Thanks for the review. I'm a bit confused how to remove the files. Every time I add a new branch name using the following commands:\r\n\r\ngit fetch upstream\r\ngit rebase upstream/master\r\ngit checkout -b a-descriptive-name-for-my-changes\r\n\r\na...
2020-12-09T13:16:03
2020-12-13T18:45:12
2020-12-13T18:37:33
CONTRIBUTOR
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Added Yoruba texts for training embeddings and language models based on the paper https://www.aclweb.org/anthology/2020.lrec-1.335/
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6,849
fix webdataset filename split
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[ "Hi ! This was fixed recently in https://github.com/huggingface/datasets/pull/6904 and https://github.com/huggingface/datasets/pull/6931" ]
2024-04-29T10:57:18
2024-06-04T12:54:04
2024-06-04T12:54:04
NONE
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use `os.path.splitext` to parse field_name. fix filename which has dot. like: ``` a.b.jpeg a.b.txt ```
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339
Add dataset.export() to TFRecords
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[ "Really cool @jarednielsen !\r\nDo you think we can make it work with dataset with nested features like `squad` ?\r\n\r\nI just did a PR to fix `.set_format` for datasets with nested features, but as soon as it's merged we could try to make the conversion work on a dataset like `squad`.", "For datasets with neste...
2020-07-02T19:26:27
2020-07-22T09:16:12
2020-07-22T09:16:12
CONTRIBUTOR
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Fixes https://github.com/huggingface/nlp/issues/337 Some design decisions: - Simplified the function API to not handle sharding. It writes the entire dataset as a single TFRecord file. This simplifies the function logic and users can use other functions (`select`, `shard`, etc) to handle custom sharding or splitt...
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Host multi_news data on the Hub instead of Google Drive
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2022-06-28T09:32:06
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Host data files of multi_news dataset on the Hub. They were on Google Drive. Fix #4580.
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RONEC v2
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[ "@lhoestq Thanks for the review. I totally understand what you are saying. Normally, I would definitely agree with you, but in this particular case, the quality of v1 is poor, and the dataset itself is small (at the time we created v1 it was the only RO NER dataset, and its size was limited by the available resourc...
2021-10-30T10:50:03
2021-11-02T16:02:23
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Hi, as we've recently finished with the new RONEC (Romanian Named Entity Corpus), we'd like to update the dataset here as well. It's actually essential as links to V1 are no longer valid. In reality we'd like to replace completely v1, as v2 is a full re-annotation of v1 with additional data (up to 2x size vs v1). ...
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Update swiss judgment prediction
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I forgot to add the new citation.
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CommonSenseQA has missing and inconsistent field names
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[ "Thanks for reporting, @vblagoje.\r\n\r\nI'm opening a PR to address this. " ]
2022-05-04T05:38:59
2022-05-04T11:41:18
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## Describe the bug In short, CommonSenseQA implementation is inconsistent with the original dataset. More precisely, we need to: 1. Add the dataset matching "id" field. The current dataset, instead, regenerates monotonically increasing id. 2. The [“question”][“stem”] field is flattened into "question". We sh...
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No module named "distributed"
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[ "The error ModuleNotFoundError: No module named 'datasets.distributed' means your installed datasets library is too old or incompatible with the version of Library you are using(in my case it was BEIR). The datasets.distributed module was removed in recent versions of the datasets library.\n\nDowngrade datasets to ...
2025-07-17T09:32:35
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### Describe the bug hello, when I run the command "from datasets.distributed import split_dataset_by_node", I always met the bug "No module named 'datasets.distributed" in different version like 4.0.0, 2.21.0 and so on. How can I solve this? ### Steps to reproduce the bug 1. pip install datasets 2. from datasets.di...
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Fix germeval url
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Continuation of #593 but without the dummy data hack
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Fail to load "stas/c4-en-10k" dataset since 2.16 version
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[ "I am not able to reproduce the error with datasets 2.19.1:\r\n```python\r\nIn [1]: from datasets import load_dataset; ds = load_dataset(\"stas/c4-en-10k\", streaming=True); item = next(iter(ds[\"train\"])); item\r\nOut[1]: {'text': 'Beginners BBQ Class Taking Place in Missoula!\\nDo you want to get better at makin...
2024-05-20T02:43:59
2024-05-24T10:58:09
2024-05-24T10:58:09
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### Describe the bug When update datasets library to version 2.16+ ( I test it on 2.16, 2.19.0 and 2.19.1), using the following code to load stas/c4-en-10k dataset ```python from datasets import load_dataset, Dataset dataset = load_dataset('stas/c4-en-10k') ``` and then it raise UnicodeDecodeError like ...
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IterableDataset missing column_names, differs from Dataset interface
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[ "Another example is that `IterableDataset.map` does not have `fn_kwargs`, among other arguments. It makes it harder to convert code from Dataset to IterableDataset.", "Hi! `fn_kwargs` was added to `IterableDataset.map` in `datasets 2.5.0`, so please update your installation (`pip install -U datasets`) to use it.\...
2022-12-22T05:27:02
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### Describe the bug The documentation on [Stream](https://huggingface.co/docs/datasets/v1.18.2/stream.html) seems to imply that IterableDataset behaves just like a Dataset. However, examples like ``` dataset.map(augment_data, batched=True, remove_columns=dataset.column_names, ...) ``` will not work because `.colu...
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enriched webnlg dataset rebase
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[ "I've removed the `en` within `de` and reciprocally; but I don't think I will be able to thin it more than this. (Edit: ignore the close, I missclicked !)" ]
2020-12-07T17:05:45
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Rebase of #1206 !
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datasets doesn't support # in data paths
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[ "`datasets` doesn't seem to urlencode the directory names here\r\n\r\nhttps://github.com/huggingface/datasets/blob/7feeb5648a63b6135a8259dedc3b1e19185ee4c7/src/datasets/utils/file_utils.py#L109-L111\r\n\r\nfor example we should have\r\n```python\r\nfrom datasets.utils.file_utils import hf_hub_url\r\n\r\nurl = hf_hu...
2022-10-11T10:05:32
2022-10-13T13:14:20
2022-10-13T13:14:20
NONE
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## Describe the bug dataset files with `#` symbol their paths aren't read correctly. ## Steps to reproduce the bug The data in folder `c#`of this [dataset](https://huggingface.co/datasets/loubnabnl/bigcode_csharp) can't be loaded. While the folder `c_sharp` with the same data is loaded properly ```python ds = lo...
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Update README.md
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2022-01-04T23:39:41
2022-01-05T00:23:50
2022-01-05T00:23:50
CONTRIBUTOR
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Adding licensing information.
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894
Allow several tags sets
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[ "Closing since we don't need to update the tags of those three datasets (for each one of them there is only one tag set)" ]
2020-11-26T17:04:13
2021-05-05T18:24:17
2020-11-27T20:15:49
MEMBER
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Hi ! Currently we have three dataset cards : snli, cnn_dailymail and allocine. For each one of those datasets a set of tag is defined. The set of tags contains fields like `multilinguality`, `task_ids`, `licenses` etc. For certain datasets like `glue` for example, there exist several configurations: `sst2`, `mnl...
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Temporarily pin pyarrow < 14.0.0
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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==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 | rea...
2023-11-02T09:48:58
2023-11-02T10:22:33
2023-11-02T10:11:19
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Temporarily pin `pyarrow` < 14.0.0 until permanent solution is found. Hot fix #6374.
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cifar10 initial commit
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[ "Yee a Computer Vision dataset!", "Yep, the first one ! Thank @czabo " ]
2020-12-21T11:18:50
2020-12-22T10:18:05
2020-12-22T10:11:28
CONTRIBUTOR
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CIFAR-10 dataset. Didn't add the tagging since there are no vision related tags.
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Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6653). 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>...
2024-02-09T10:12:02
2024-02-09T10:18:20
2024-02-09T10:12:12
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5,756
Calling shuffle on a IterableDataset with streaming=True, gives "ValueError: cannot reshape array"
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[ "Hi! I've merged a PR on the Hub with a fix: https://huggingface.co/datasets/fashion_mnist/discussions/3", "Thanks, this appears to have fixed the issue.\r\n\r\nI've created a PR for the same change in the mnist dataset: https://huggingface.co/datasets/mnist/discussions/3/files" ]
2023-04-16T04:59:47
2023-04-18T03:40:56
2023-04-18T03:40:56
NONE
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### Describe the bug When calling shuffle on a IterableDataset with streaming=True, I get the following error: ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/administrator/Documents/Projects/huggingface/jax-diffusers-sprint-consistency-models/virtualenv/lib/python3.1...
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Docs are not generated after latest release
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[ "After a discussion with @mishig25:\r\n- He said that this action should be triggered if we call our release branch according to the regex `v*-release`, as transformers does\r\n- I said that our procedure is different: our release branch is *temporary* and it is deleted just after the release PR is merged to main\r...
2022-11-16T14:59:31
2022-11-22T16:27:50
2022-11-22T16:27:50
MEMBER
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After the latest `datasets` release version 0.7.0, the docs were not generated. As we have changed the release procedure (so that now we do not push directly to main branch), maybe we should also change the corresponding GitHub action: https://github.com/huggingface/datasets/blob/edf1902f954c5568daadebcd8754bdad4...
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Add yoruba ner corpus
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2020-12-08T17:54:00
2020-12-08T23:11:12
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Add a GROUP BY operator
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[ "Hi ! At the moment you can use `to_pandas()` to get a pandas DataFrame that supports `group_by` operations (make sure your dataset fits in memory though)\r\n\r\nWe use Arrow as a back-end for `datasets` and it doesn't have native group by (see https://github.com/apache/arrow/issues/2189) unfortunately.\r\n\r\nI ju...
2022-01-27T16:57:54
2025-01-28T11:39:48
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**Is your feature request related to a problem? Please describe.** Using batch mapping, we can easily split examples. However, we lack an appropriate option for merging them back together by some key. Consider this example: ```python # features: # { # "example_id": datasets.Value("int32"), # "text": datas...
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Refactor Hub tests
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-07-21T14:43:13
2022-07-22T15:09:49
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This PR refactors `test_upstream_hub` by removing unittests and using the following pytest Hub fixtures: - `ci_hub_config` - `set_ci_hub_access_token`: to replace setUp/tearDown - `temporary_repo` context manager: to replace `try... finally` - `cleanup_repo`: to delete repo accidentally created if one of the tests ...
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Update Curiosity dialogs DatasetCard There are some entries in the data fields section yet to be filled. There is little information regarding those fields.
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metric = metric_cls( TypeError: 'NoneType' object is not callable
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[ "Hi @klyuhang9,\r\n\r\nI'm sorry but I can't reproduce your problem:\r\n```python\r\nIn [2]: metric = load_metric('glue', 'rte')\r\nDownloading builder script: 5.76kB [00:00, 2.40MB/s]\r\n```\r\n\r\nCould you please, retry to load the metric? Sometimes there are temporary connectivity issues.\r\n\r\nFeel free to re...
2022-03-29T07:43:08
2022-03-29T14:06:01
2022-03-29T14:06:01
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Hi, friend. I meet a problem. When I run the code: `metric = load_metric('glue', 'rte')` There is a problem raising: `metric = metric_cls( TypeError: 'NoneType' object is not callable ` I don't know why. Thanks for your help!
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replaced PathLike as a variable for save_to_disk for dataset_path wit…
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2023-09-11T04:17:17
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…h str like that of load_from_disk
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Reload features from Parquet metadata
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[ "Thanks a lot for your help @lhoestq. I've simplified what turned out to be a simple fix and added the unit test.\r\n\r\nDoes this look ready to be merged or is there anything I'm still missing?", "Cool ! I think you just need to remove the unused import in `io/parquet.py`\r\n```\r\nsrc/datasets/io/parquet.py:4:1...
2023-02-09T10:52:15
2023-02-12T16:00:00
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Resolves #5482. Attaches feature metadata to parquet files serialised using `Dataset.to_parquet`. This allows retrieving data with "rich" feature types (e.g., `datasets.features.image.Image` or `datasets.features.audio.Audio`) from parquet files without cumbersome casting (for an example, see #5482). @lhoest...
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datasets.load_dataset raises FileNotFoundError for datasets==2.16.0
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[ "Hi ! Thanks for reporting\r\n\r\nThis is a bug in 2.16.0 for some datasets when `cache_dir` is a relative path. I opened https://github.com/huggingface/datasets/pull/6543 to fix this", "We just released 2.16.1 with a fix:\r\n\r\n```\r\npip install -U datasets\r\n```" ]
2023-12-27T03:15:48
2023-12-30T18:58:04
2023-12-30T15:54:00
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### Describe the bug Seems `datasets.load_dataset` raises FileNotFoundError for some hub datasets with the latest `datasets==2.16.0` ### Steps to reproduce the bug For example `pip install datasets==2.16.0` then ```python import datasets datasets.load_dataset("wentingzhao/anthropic-hh-first-prompt", cache_di...
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Remove a reference to the open Arrow file when deleting a TF dataset created with to_tf_dataset
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[ "@lhoestq The test passes even without the try/except block!", "Hey, I'm a little late because I was caught up in the course work, but I double-checked this and it looks great. Thanks for fixing!" ]
2021-10-02T17:44:09
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This [comment](https://github.com/huggingface/datasets/issues/2934#issuecomment-922970919) explains the issue. This PR fixes that with a `weakref` callback, and additionally: * renames `TensorflowDatasetMixIn` to `TensorflowDatasetMixin` for consistency * correctly indents `TensorflowDatasetMixin`'s docstring * repl...
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Return the line deleted by accident in #3195 while [resolving merge conflicts](https://github.com/huggingface/datasets/pull/3195/commits/8b0ed15be08559056b817836a07d47acda0c4510). Fix #3181 (finally :))
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Make iter_files deterministic
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-24T08:16:27
2022-10-27T09:53:23
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Fix #5145.
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set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7417). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-02-20T17:45:29
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I_kwDODunzps6B88dn
6,729
Support zipfiles that span multiple disks?
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[ "@severo were you able to solve it?", "No. cc @albertvillanova @lhoestq @polinaeterna for an evaluation of what it would take to support this feature.", "The underlying issue issue is that the dataset repository has used split ZIP archive files: https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream...
2024-03-11T21:07:41
2024-06-26T05:08:59
2024-06-26T05:05:28
COLLABORATOR
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See https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream The dataset viewer gives the following error: ``` Error code: ConfigNamesError Exception: BadZipFile Message: zipfiles that span multiple disks are not supported Traceback: Traceback (most recent call last): F...
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Common Voice datasets still need `use_auth_token=True`
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[ "cc @pcuenca as well. \r\n\r\nNot super urgent btw", "The issue commes from the dataset itself and is not related to the `datasets` lib\r\n\r\nsee https://huggingface.co/datasets/mozilla-foundation/common_voice_6_1/blob/2c475b3b88e0f2e5828f830a4b91618a25ff20b7/common_voice_6_1.py#L148-L152", "Let's remove these...
2023-06-20T11:58:37
2023-07-29T16:08:59
2023-07-29T16:08:58
CONTRIBUTOR
null
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### Describe the bug We don't need to pass `use_auth_token=True` anymore to download gated datasets or models, so the following should work if correctly logged in. ```py from datasets import load_dataset load_dataset("mozilla-foundation/common_voice_6_1", "tr", split="train+validation") ``` However it throw...
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1,368,035,159
I_kwDODunzps5Rio9X
4,960
BioASQ AttributeError: 'BuilderConfig' object has no attribute 'schema'
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[ "Following worked:\r\n\r\n```\r\ndata_dir = \"/Users/dlituiev/repos/datasets/bioasq/\"\r\nbioasq_task_b = load_dataset(\"aps/bioasq_task_b\", data_dir=data_dir, name=\"bioasq_9b_source\")\r\n```\r\n\r\nWould maintainers be open to one of the following:\r\n- automating this with a latest default config (e.g. `bioas...
2022-09-09T16:06:43
2022-09-13T08:51:03
null
NONE
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## Describe the bug I am trying to load a dataset from drive and running into an error. ## Steps to reproduce the bug ```python data_dir = "/Users/dlituiev/repos/datasets/bioasq/BioASQ-training9b" bioasq_task_b = load_dataset("aps/bioasq_task_b", data_dir=data_dir) ``` ## Actual results `AttributeError: ...
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2,987
ArrowInvalid: Can only convert 1-dimensional array values
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[ "Hi @NielsRogge, thanks for reporting!\r\n\r\nIn `datasets`, we were handling N-dimensional arrays only when passed as an instance of `np.array`, not when passed as a list of `np.array`s.\r\n\r\nI'm fixing it." ]
2021-09-29T14:18:52
2021-10-01T13:57:45
2021-10-01T13:57:45
CONTRIBUTOR
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## Describe the bug For the ViT and LayoutLMv2 demo notebooks in my [Transformers-Tutorials repo](https://github.com/NielsRogge/Transformers-Tutorials), people reported an ArrowInvalid issue after applying the following function to a Dataset: ``` def preprocess_data(examples): images = [Image.open(path).conve...
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Fix select_columns columns order
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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...
2023-06-27T12:32:46
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Fix the order of the columns in dataset.features when the order changes with `dataset.select_columns()`. I also fixed the same issue for `dataset.flatten()` Close https://github.com/huggingface/datasets/issues/5993
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Add support for `fsspec>=2023.9.0`
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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==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 | rea...
2023-09-15T17:58:25
2023-09-26T15:41:38
2023-09-26T15:32:51
COLLABORATOR
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Fix #6214
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I_kwDODunzps5Jmogo
4,343
Metrics documentation is not accessible in the datasets doc UI
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[ "Hey @fxmarty :) Yes we are working on showing the docs of all the metrics on the Hugging face website. If you want to follow the advancements you can check the [evaluate](https://github.com/huggingface/evaluate) repository cc @lvwerra @sashavor " ]
2022-05-13T07:46:30
2022-06-03T08:50:25
2022-06-03T08:50:25
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** Search for a metric name like "seqeval" yields no results on https://huggingface.co/docs/datasets/master/en/index . One needs to go look in `datasets/metrics/README.md` to find the doc. Even in the `README.md`, it can be hard to understand what the met...
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369
can't load local dataset: pyarrow.lib.ArrowInvalid: straddling object straddles two block boundaries
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[ "I am able to reproduce this with the official SQuAD `train-v2.0.json` file downloaded directly from https://rajpurkar.github.io/SQuAD-explorer/", "I am facing this issue in transformers library 3.0.2 while reading a csv using datasets.\r\nIs this fixed in latest version? \r\nI updated the latest version 4.0.1 bu...
2020-07-09T16:16:53
2020-12-15T23:07:22
2020-07-10T14:52:06
CONTRIBUTOR
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Trying to load a local SQuAD-formatted dataset (from a JSON file, about 60MB): ``` dataset = nlp.load_dataset(path='json', data_files={nlp.Split.TRAIN: ["./path/to/file.json"]}) ``` causes ``` Traceback (most recent call last): File "dataloader.py", line 9, in <module> ["./path/to/file.json"]}) File "/...
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3,766
Fix head_qa data URL
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2022-02-21T13:52:50
2022-02-21T14:39:20
2022-02-21T14:39:19
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Fix #3758.
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3,258
Reload dataset that was already downloaded with `load_from_disk` from cloud storage
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2021-11-12T17:14:59
2021-11-12T17:14:59
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MEMBER
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`load_from_disk` downloads the dataset to a temporary directory without checking if the dataset has already been downloaded once. It would be nice to have some sort of caching for datasets downloaded this way. This could leverage the fingerprint of the dataset that was saved in the `state.json` file.
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5,670
Unable to load multi class classification datasets
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[ "Hi ! This sounds related to https://github.com/huggingface/datasets/issues/5406\r\n\r\nUpdating `datasets` fixes the issue ;)", "Thanks @lhoestq!\r\n\r\nI'll close this issue now." ]
2023-03-25T18:06:15
2023-03-27T22:54:56
2023-03-27T22:54:56
NONE
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### Describe the bug I've been playing around with huggingface library, mostly with `datasets` and wanted to download the multi class classification datasets to fine tune BERT on this task. ([link](https://huggingface.co/docs/transformers/training#train-with-pytorch-trainer)). While loading the dataset, I'm getting...
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Reddit dataset card additions
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[ "Hello! I added the tags and created a PR. Just to note, regarding the paperswithcode_id tag, that currently has the value \"reddit\"; the dataset described as reddit in paperswithcode is https://paperswithcode.com/dataset/reddit and it isn't the Webis-tldr-17. I could not find Webis-tldr-17 in paperswithcode neith...
2022-02-23T21:29:16
2022-02-28T18:00:40
2022-02-28T11:21:14
CONTRIBUTOR
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The changes proposed are based on the "TL;DR: Mining Reddit to Learn Automatic Summarization" paper & https://zenodo.org/record/1043504#.YhaKHpbQC38 It is a Reddit dataset indeed, but the name given to the dataset by the authors is Webis-TLDR-17 (corpus), so perhaps it should be modified as well. The task at which t...
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6,009
Fix cast for dictionaries with no keys
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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==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 | rea...
2023-07-06T18:48:14
2023-07-07T14:13:00
2023-07-07T14:01:13
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Fix #5677
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Support webdataset format
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[ "I like the idea of having `webdataset` as an optional dependency to ensure our loader generates web datasets the same way as the main project.", "Webdataset is the one of the most popular dataset formats for large scale computer vision tasks. Upvote for this issue. ", "Any updates on this?", "We haven't had ...
2022-12-07T11:32:25
2024-03-06T14:39:29
2024-03-06T14:39:28
MEMBER
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Webdataset is an efficient format for iterable datasets. It would be nice to support it in `datasets`, as discussed in https://github.com/rom1504/img2dataset/issues/234. In particular it would be awesome to be able to load one using `load_dataset` in streaming mode (either from a local directory, or from a dataset o...
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Cannot create a dataset with relative audio path
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[ "Hello ! when you `cast_column` you need the paths to be absolute paths or relative paths to your working directory, not the original dataset directory.\r\n\r\nThough I'd recommend structuring your dataset as an AudioFolder which automatically links a metadata.jsonl or csv to the audio files via relative paths **wi...
2024-12-09T07:34:20
2025-04-19T07:13:08
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### Describe the bug Hello! I want to create a dataset of parquet files, with audios stored as separate .mp3 files. However, it says "No such file or directory" (see the reproducing code). ### Steps to reproduce the bug Creating a dataset ``` from pathlib import Path from datasets import Dataset, load_datas...
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Fix en subset by modifying dataset_info with correct validation infos
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2021-07-28T13:36:19
2021-07-28T15:22:23
2021-07-28T15:22:23
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- Related to: #2682 We correct the values of `en` subset concerning the expected validation values (both `num_bytes` and `num_examples`. Instead of having: `{"name": "validation", "num_bytes": 828589180707, "num_examples": 364868892, "dataset_name": "c4"}` We replace with correct values: `{"name": "vali...
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3,838
Add a data type for labeled images (image segmentation)
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2022-03-07T09:38:15
2024-05-29T16:50:55
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It might be a mix of Image and ClassLabel, and the color palette might be generated automatically. --- ### Example every pixel in the images of the annotation column (in https://huggingface.co/datasets/scene_parse_150) has a value that gives its class, and the dataset itself is associated with a color palette ...
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5,612
Arrow map type in parquet files unsupported
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[ "I'm attaching a minimal reproducible example:\r\n```python\r\nfrom datasets import load_dataset\r\nimport pyarrow as pa\r\nimport pyarrow.parquet as pq\r\n\r\ntable_with_map = pa.Table.from_pydict(\r\n {\"a\": [1, 2], \"b\": [[(\"a\", 2)], [(\"b\", 4)]]},\r\n schema=pa.schema({\"a\": pa.int32(), \"b\": pa.ma...
2023-03-06T12:03:24
2024-03-15T18:56:12
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CONTRIBUTOR
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### Describe the bug When I try to load parquet files that were processed with Spark, I get the following issue: `ValueError: Arrow type map<string, string ('warc_headers')> does not have a datasets dtype equivalent.` Strangely, loading the dataset with `streaming=True` solves the issue. ### Steps to reproduce ...
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Add env variable for MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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[ "Thank you for clarifying the precedence, @albertvillanova \r\n\r\nIsn't it typically the case where env vars have the highest precedence? \r\n\r\nIn my understanding the point of env vars is to be able to override software w/o needing to touch the code. \r\n\r\nPlease correct me if this is not so in the general ca...
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Add env variable for `MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES`. This will allow to turn off default behavior: loading in memory (and not caching) small datasets. Fix #2387.
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Support Video
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2024-01-04T13:10:58
2024-08-23T09:51:27
2024-08-23T09:51:27
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### Feature request HF datasets are awesome in supporting text and images. Will be great to see such a support in videos :) ### Motivation Video generation :) ### Your contribution Will probably be limited to raising this feature request ;)
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Tokenization with multiple workers is too slow
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[ "[This](https://huggingface.co/docs/datasets/nlp_process#map) is the most performant way to tokenize a dataset (`batched=True, num_proc=None, return_tensors=\"np\"`) \r\n\r\nIf`tokenizer.is_fast` returns `True`, `num_proc` must be `None/1` to benefit from the fast tokenizers' parallelism (the fast tokenizers are im...
2023-09-13T06:18:34
2023-09-19T21:54:58
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I am trying to tokenize a few million documents with multiple workers but the tokenization process is taking forever. Code snippet: ``` raw_datasets.map( encode_function, batched=False, num_proc=args.preprocessing_num_workers, load_from_cache_file=not args.ove...
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Support streaming cnn_dailymail dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Did you run the `datasets-cli` command before merging to make sure you generate all the examples ?" ]
2022-04-20T14:04:36
2022-05-11T13:39:06
2022-04-20T15:52:49
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Support streaming cnn_dailymail dataset. Fix #3969. CC: @severo
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Ccaligned multilingual translation dataset
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2021-01-20T22:18:44
2021-03-01T10:36:21
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CONTRIBUTOR
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## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - CCAligned consists of parallel or comparable web-document pairs in 137 languages aligned with English. These web-document pairs were constructed by performing language ...
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Fix doc generation when `NamedSplit` is used as parameter default value. Fix #7035.
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Remove unused legacy Beam utils
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This PR removes unused legacy custom `WriteToParquet`, once official Apache Beam includes the patch since version 2.22.0: - Patch PR: https://github.com/apache/beam/pull/11699 - Issue: https://issues.apache.org/jira/browse/BEAM-10022 In relation with: - #204
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Shall we change the hashing to encoding to reduce potential replicated cache files?
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[ "This is an interesting idea !\r\nDo you have ideas about how to approach the decoding and the normalization ?", "@lhoestq\r\nI think we first need to save the transformation chain to a list in `self._fingerprint`. Then we can\r\n- decode all the current saved datasets to see if there is already one that is equiv...
2020-11-30T03:50:46
2020-12-24T05:11:49
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Hi there. For now, we are using `xxhash` to hash the transformations to fingerprint and we will save a copy of the processed dataset to disk if there is a new hash value. However, there are some transformations that are idempotent or commutative to each other. I think that encoding the transformation chain as the finge...
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Fingerprint
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[ "I changed the way I implemented fingerprint updates to use decorator functions.\r\n\r\nI also added a new attribute called `_inplace_history` that stores the in-place history of transforms (like cast_, rename_columns, etc.). This history is useful to replay the changes that were done in-place when unpickling a dat...
2020-08-27T16:27:09
2020-08-31T14:20:40
2020-08-31T14:20:39
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This PR is a continuation of #513 , in which many in-place functions were introduced or updated (cast_, flatten_) etc. However the caching didn't handle these changes. Indeed the caching took into account only the previous cache file name of the table, and not the possible in-place transforms of the table. To fix t...
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Use IndexError instead of ValueError when index out of range
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2020-05-22T10:43:42
2020-05-28T08:31:18
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**`default __iter__ needs IndexError`**. When I want to create a wrapper of arrow dataset to adapt to fastai, I don't know how to initialize it, so I didn't use inheritance but use object composition. I wrote sth like this. ``` clas HF_dataset(): def __init__(self, arrow_dataset): self.dset = arrow_datas...
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Refactor and add metadata to fever dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "But this is somehow fever v3 dataset (see this link https://fever.ai/ under the dropdown menu called Datasets). Our fever dataset already contains v1 and v2 configs. Then, I added this as if v3 config (but named feverous instead of v...
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Related to: #4452 and #3792.
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[ "@mariosasko This is kinda cool! " ]
2021-02-26T14:56:25
2021-03-11T02:18:26
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One thing I've noticed while going through the codebase is the usage of `scripts` in `setup.py`. This [answer](https://stackoverflow.com/a/28119736/14095927) on SO explains it nicely why it's better to use `entry_points` instead of `scripts`. To add cross-platform support to the CLI, this PR replaces `scripts` with `en...
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Faster downloads/uploads with Xet storage
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2025-04-18T14:46:42
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![Image](https://github.com/user-attachments/assets/6e247f4a-d436-4428-a682-fe18ebdc73a9) ## Xet is out ! Over the past few weeks, Hugging Face’s [Xet Team](https://huggingface.co/xet-team) took a major step forward by [migrating the first Model and Dataset repositories off LFS and to Xet storage](https://huggingface...
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Raise error for incorrect JSON serialization
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[ "PTAL @lhoestq @albertvillanova ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7273). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-11-01T11:54:35
2024-11-18T11:25:01
2024-11-18T11:25:01
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Raise error when `lines = False` and `batch_size < Dataset.num_rows` in `Dataset.to_json()`. Issue: #7037 Related PRs: #7039 #7181
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TypeError when using save_to_disk in a dataset loaded with ReadInstruction split
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[ "Hi !\r\nI think this has been fixed recently on `master`.\r\nCan you try again by installing `datasets` from `master` ?\r\n```\r\npip install git+https://github.com/huggingface/datasets.git\r\n```", "Hi!\r\n\r\nUsing that version of the code solves the issue. Thanks!" ]
2021-03-29T18:23:54
2021-03-30T09:12:53
2021-03-30T09:12:53
NONE
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Hi, Loading a dataset with `load_dataset` using a split defined via `ReadInstruction` and then saving it to disk results in the following error: `TypeError: Object of type ReadInstruction is not JSON serializable`. Here is the minimal reproducible example: ```python from datasets import load_dataset from dat...
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2020-12-03T18:32:47
2020-12-03T18:47:16
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Adds `xlrd` package to the test requirements to handle scripts that use `pandas` to load excel files
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[GEM] Add Czech Restaurant data-to-text generation dataset
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2020-10-27T16:00:47
2020-12-03T13:37:44
2020-12-03T13:37:44
MEMBER
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- Paper: https://www.aclweb.org/anthology/W19-8670.pdf - Data: https://github.com/UFAL-DSG/cs_restaurant_dataset - The dataset will likely be part of the GEM benchmark
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7,660
AttributeError: type object 'tqdm' has no attribute '_lock'
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[ "Deleting a class (**not instance**) attribute might be invalid in this case, which is `tqdm` doing in `ensure_lock`.\n\n```python\nfrom tqdm import tqdm as old_tqdm\n\nclass tqdm1(old_tqdm):\n def __delattr__(self, attr):\n try:\n super().__delattr__(attr)\n except AttributeError:\n ...
2025-06-30T15:57:16
2025-07-03T15:14:27
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NONE
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### Describe the bug `AttributeError: type object 'tqdm' has no attribute '_lock'` It occurs when I'm trying to load datasets in thread pool. Issue https://github.com/huggingface/datasets/issues/6066 and PR https://github.com/huggingface/datasets/pull/6067 https://github.com/huggingface/datasets/pull/6068 tried to f...
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Add Jigsaw unintended Bias
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[ "Note that the tests seem to fail because of a bug in an Exception at the moment, see: https://github.com/huggingface/datasets/pull/2936 for the fix", "@lhoestq implemented your changes, I think this might be ready for another look.", "Thanks @lhoestq, implemented the changes, let me know if anything else pops ...
2021-09-17T16:12:31
2021-09-24T10:41:52
2021-09-24T10:41:52
CONTRIBUTOR
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Hi, Here's a first attempt at this dataset. Would be great if it could be merged relatively quickly as it is needed for Bigscience-related stuff. This requires manual download, and I had some trouble generating dummy_data in this setting, so welcoming feedback there.
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164
Add Spanish POR and NER Datasets
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[ "Hello @mrm8488, are these datasets official datasets published in an NLP/CL/ML venue?", "What about this one: https://github.com/ccasimiro88/TranslateAlignRetrieve?" ]
2020-05-18T22:18:21
2020-05-25T16:28:45
2020-05-25T16:28:45
CONTRIBUTOR
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Hi guys, In order to cover multilingual support a little step could be adding standard Datasets used for Spanish NER and POS tasks. I can provide it in raw and preprocessed formats.
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audiofolder creates empty dataset even though the dataset passed in follows the correct structure
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2023-01-26T01:45:45
2023-01-26T08:48:45
2023-01-26T08:48:45
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### Describe the bug The structure of my dataset folder called "my_dataset" is : data metadata.csv The data folder consists of all mp3 files and metadata.csv consist of file locations like 'data/...mp3 and transcriptions. There's 400+ mp3 files and corresponding transcriptions for my dataset. When I run the follo...
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7,721
Bad split error message when using percentages
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[ "I'd like to work on this: add clearer validation/messages for percent-based splits + tests", "The most basic example is this code:\n`load_dataset(\"openslr/librispeech_asr\", split=\"train[10%:20%]\")`\n\nThis results in this ValueError:\n```\n raise ValueError(f'Unknown split \"{split}\". Should be one of {l...
2025-08-04T13:20:25
2025-08-14T14:42:24
null
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### Describe the bug Hi, I'm trying to download a dataset. To not load the entire dataset in memory, I split it as described [here](https://huggingface.co/docs/datasets/v4.0.0/loading#slice-splits) in 10% steps. When doing so, the library returns this error: raise ValueError(f"Bad split: {split}. Available splits...
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863
Add clear_cache parameter in the test command
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2020-11-17T17:52:29
2020-11-18T14:44:25
2020-11-18T14:44:24
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For certain datasets like OSCAR #348 there are lots of different configurations and each one of them can take a lot of disk space. I added a `--clear_cache` flag to the `datasets-cli test` command to be able to clear the cache after each configuration test to avoid filling up the disk. It should enable an easier gen...
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Revert default in-memory for small datasets
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[ "Thank you for this welcome change guys!" ]
2021-06-08T17:14:23
2021-06-08T18:04:14
2021-06-08T17:55:43
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Close #2458
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DatasetDict.filter and Dataset.filter crashes with any "fn_kwargs" argument
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[ "Hi @DrMatters, thanks for reporting.\r\n\r\nThis issue was fixed 14 days ago: #2950.\r\n\r\nCurrently, the fix is only in the master branch and will be made available in our next library release.\r\n\r\nIn the meantime, you can incorporate the fix by installing datasets from the master branch:\r\n```shell\r\npip i...
2021-10-04T00:49:29
2021-10-11T10:18:01
2021-10-04T08:46:13
NONE
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## Describe the bug The ".filter" method of DatasetDict or Dataset objects fails when passing any "fn_kwargs" argument ## Steps to reproduce the bug ```python import datasets example_dataset = datasets.Dataset.from_dict({"a": {1, 2, 3, 4}}) def filter_value(example, value): return example['a'] == value...
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559
Adding the KILT knowledge source and tasks
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[ "Feel free to merge when you are happy with it @yjernite :-)" ]
2020-09-01T20:05:13
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This adds Wikipedia pre-processed for KILT, as well as the task data. Only the question IDs are provided for TriviaQA, but they can easily be mapped back with: ``` import nlp kilt_wikipedia = nlp.load_dataset('kilt_wikipedia') kilt_tasks = nlp.load_dataset('kilt_tasks') triviaqa = nlp.load_dataset('trivia_qa',...
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add allow_primitive_to_str and allow_decimal_to_str instead of allow_number_to_str
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6811). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@mariosasko pytest seems to be missing on windows?", "CI is not behaving well today �...
2024-04-15T13:14:38
2024-07-03T14:59:42
2024-04-16T17:03:17
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Fix #6805
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ASSIN 2 dataset: replace broken Google Drive _URLS by links on github
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-03-24T10:37:39
2022-03-28T14:01:46
2022-03-28T13:56:39
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Closes #4003 . Fixes checksum error. Replaces Google Drive urls by the files hosted here: [Multilingual Transformer Ensembles for Portuguese Natural Language Tasks](https://github.com/ruanchaves/assin)
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Adding an aggregated dataset for the GEM benchmark
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[ "Nice !" ]
2021-02-02T00:39:53
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This dataset gathers modified versions of several other conditional text generation datasets which together make up the shared task for the Generation Evaluation and Metrics workshop (think GLUE for text generation) The changes from the original datasets are detailed in the Dataset Cards on the GEM website, which ar...
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vivos (Vietnamese speech corpus) dataset not accessible
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[ "If you need an example of a small audio datasets, I just created few hours ago a speech dataset with only 300MB of compressed audio files https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia. It works also with streaming (@albertvillanova helped me adding this functionality) :-)", "@cahya-wirawan om...
2022-09-06T13:17:55
2022-09-21T06:06:02
2022-09-12T07:14:20
CONTRIBUTOR
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## Describe the bug VIVOS data is not accessible anymore, neither of these links work (at least from France): * https://ailab.hcmus.edu.vn/assets/vivos.tar.gz (data) * https://ailab.hcmus.edu.vn/vivos (dataset page) Therefore `load_dataset` doesn't work. ## Steps to reproduce the bug ```python ds = load_dat...
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[TypeError: Couldn't cast array of type] Can only load a subset of the dataset
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[ "Apparently some JSON objects have a `\"labels\"` field. Since this field is not present in every object, you must specify all the fields types in the README.md\r\n\r\nEDIT: actually specifying the feature types doesn’t solve the issue, it raises an error because “labels” is missing in the data", "We've updated t...
2023-03-01T12:53:08
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2023-03-02T11:12:11
NONE
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### Describe the bug I'm trying to load this [dataset](https://huggingface.co/datasets/bigcode-data/the-stack-gh-issues) which consists of jsonl files and I get the following error: ``` casted_values = _c(array.values, feature[0]) File "/opt/conda/lib/python3.7/site-packages/datasets/table.py", line 1839, in wr...
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Support tensorflow 2.12.0 in CI
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2023-03-23T14:37:51
2023-03-23T16:14:54
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Once we find out the root cause of: - #5663 we should revert the temporary pin on tensorflow introduced by: - #5664
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Create README.md
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-03-15T19:16:59
2022-04-04T15:23:15
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Creating a README for IndicGLUE cc @mcmillanmajora for fact checking in terms of languages (also, are there any limitations of the dataset or eval metric that I'm not aware of?)
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2021-07-05T10:39:57
2021-07-05T10:58:48
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This PR adds some missing language tags needed for ASR datasets in #2565
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Add SST-2 dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "on the hub this dataset is referenced as `sst-2` not `sst2` – is there a canonical orthography? If not, could we name it `sst-2`?", "@julien-c, we normally do not use hyphens for dataset names: whenever the original dataset name co...
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Add SST-2 dataset. Currently it is part of GLUE benchmark. This PR adds it as a standalone dataset. CC: @julien-c
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Docs for adding new column on formatted dataset
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[ "Close #1872" ]
2021-02-16T11:45:00
2021-03-30T14:01:03
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As mentioned in #1872 we should add in the documentation how the format gets updated when new columns are added Close #1872
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Fix inferring module for unsupported data files
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I think you can revert the last commit - it should fail if data_files={} IMO", "The validation of non-empty data_files is addressed in this PR:\r\n- #5802", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<det...
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This PR raises a FileNotFoundError instead: ``` FileNotFoundError: No (supported) data files or dataset script found in <dataset_name> ``` Fix #5785.
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Batched mapping of existing string column casts boolean to string
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[ "This seems to be hardcoded behavior in table.py `array_cast`.\r\n```python\r\nif (\r\n not allow_number_to_str\r\n and pa.types.is_string(pa_type)\r\n and (pa.types.is_floating(array.type) or pa.types.is_integer(array.type))\r\n ):\r\n raise TypeError(\r\n ...
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### Describe the bug Let the dataset contain a column named 'a', which is of the string type. If 'a' is converted to a boolean using batched mapping, the mapper automatically casts the boolean to a string (e.g., True -> 'true'). It only happens when the original column and the mapped column name are identical. Th...
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Adding Autshumato South african langages:
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https://repo.sadilar.org/handle/20.500.12185/7/discover?filtertype=database&filter_relational_operator=equals&filter=Multilingual+Text+Corpora%3A+Aligned
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[ "Hey @lhoestq , thanks for the feedback on this! I updated the `_generate_examples` with some comments on the process, and reduced the `dummy_data.zip` down quite a bit as well. \r\n\r\nFor the dummy data, I reduced the text to only three sentences, and aligned the corresponding entity/token/sentence annotations to...
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adding [SOFC-Exp Corpus](https://arxiv.org/abs/2006.03039)
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Fill in dataset card for NCBI disease dataset
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[ "welcome, awesome " ]
2020-12-16T16:28:14
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description added, unnecessary comments removed from .py and readme.md reformated @lhoestq for #1584
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Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError`
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[ "It works if we either remove the `ds = ds.cast_column(\"id\", Value(\"int32\"))` line from the code above, or if instead calling `ds.remove_columns()` we remove the columns inside each mapping as `ds.map(..., remove_columns=[...])` instead of right after the mapping.\r\n\r\nBoth of those solutions seem to fix the ...
2022-05-24T14:41:34
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First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue. ## Describe the bug Calling a certain combination of operations over a 🤗 `Dataset` and then trying to calculate the `faiss` index with `.add...
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