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Delta Tables usage using Datasets Library
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2022-11-18T10:22:25Z
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### Feature request Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well. ### Motivation We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library...
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### Feature request Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well. ### Motivation We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library...
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Reword E2E training and inference tips in the vision guides
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Reference: https://github.com/huggingface/datasets/pull/5188#discussion_r1012148730
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save_elasticsearch_index
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2022-11-08T23:06:52Z
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Hi, I am new to Dataset and elasticsearch. I was wondering is there any equivalent approach to save elasticsearch index as of save_faiss_index locally for later use, to remove the need to re-index a dataset?
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Add support for different configs with `push_to_hub`
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will solve #5151 @lhoestq @albertvillanova @mariosasko This is still a super draft so please ignore code issues but I want to discuss some conceptually important things. I suggest a way to do `.push_to_hub("repo_id", "config_name")` with pushing parquet files to directories named as `config_name` (inside `data...
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Fix CI require_beam maximum compatible dill version
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A previous commit to main branch introduced an additional requirement on maximum compatible `dill` version with `apache-beam` in our CI `require_beam`: - d7c942228b8dcf4de64b00a3053dce59b335f618 - ec222b220b79f10c8d7b015769f0999b15959feb This PR fixes the maximum compatible `dill` version with `apache-beam`, which...
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Update Overview.ipynb google colab
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- removed metrics stuff - added image example - added audio example (with ffmpeg instructions) - updated the "add a new dataset" section
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Tweaked some paragraphs mentioning the modalities we support + added a paragraph on security
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Implement ability to define splits in metadata section of dataset card
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### Feature request If you go here: https://huggingface.co/datasets/inria-soda/tabular-benchmark/tree/main you will see bunch of folders that has various CSV files. I’d like dataset viewer to show these files instead of only one dataset like it currently does. (and also people to be able to load them as splits inste...
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Refactor CI hub fixtures to use monkeypatch instead of patch
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Minor refactoring of CI to use `pytest` `monkeypatch` instead of `unittest` `patch`.
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5,207
Connection error of the HuggingFace's dataset Hub due to SSLError with proxy
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2022-11-07T06:56:23Z
2022-11-12T15:31:58Z
No information
NONE
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### Describe the bug It's weird. I could not normally connect the dataset Hub of HuggingFace due to a SSLError in my office. Even when I try to connect using my company's proxy address (e.g., http_proxy and https_proxy), I'm getting the SSLError issue. What should I do to download the datanet stored in Hugg...
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1,437,223,894
I_kwDODunzps5VqkvW
5,206
Use logging instead of printing to console
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2022-11-05T23:48:02Z
2022-11-06T00:06:00Z
2022-11-06T00:05:59Z
NONE
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### Describe the bug Some logs ([here](https://github.com/huggingface/datasets/blob/4a6e1fe2735505efc7e3a3dbd3e1835da0702575/src/datasets/builder.py#L778), [here](https://github.com/huggingface/datasets/blob/4a6e1fe2735505efc7e3a3dbd3e1835da0702575/src/datasets/builder.py#L786), and [here](https://github.com/huggingfa...
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5,205
Add missing `DownloadConfig.use_auth_token` value
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2022-11-05T23:36:36Z
2022-11-08T08:13:00Z
2022-11-07T16:20:24Z
CONTRIBUTOR
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False
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This PR solves https://github.com/huggingface/datasets/issues/5204 Now the `token` is propagated so that `DownloadConfig.use_auth_token` value is set before trying to download private files from existing datasets in the Hub.
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1,437,221,259
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5,204
`push_to_hub` not propagating `token` through `DownloadConfig`
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2022-11-05T23:32:20Z
2022-11-08T10:12:09Z
2022-11-08T10:12:08Z
CONTRIBUTOR
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No information
No information
### Describe the bug When trying to upload a new 🤗 Dataset to the Hub via Python, and providing the `token` as a parameter to the `Dataset.push_to_hub` function, it just works for the first time, assuming that the dataset didn't exist before. But when trying to run `Dataset.push_to_hub` again over the same dataset...
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PR_kwDODunzps5CPlnW
5,203
Update canonical links to Hub links
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2022-11-04T22:50:50Z
2022-11-07T18:43:05Z
2022-11-07T18:40:19Z
MEMBER
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This PR updates some of the canonical dataset links to their corresponding links on the Hub; closes #5200.
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CI fails after bulk edit of canonical datasets
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2022-11-04T10:51:20Z
2022-11-04T10:51:37Z
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``` ______ test_get_dataset_config_info[paws-labeled_final-expected_splits2] _______ [gw0] linux -- Python 3.7.15 /opt/hostedtoolcache/Python/3.7.15/x64/bin/python path = 'paws', config_name = 'labeled_final' expected_splits = ['train', 'test', 'validation'] @pytest.mark.parametrize( "path, config...
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5,201
Do not sort splits in dataset info
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2022-11-04T10:47:21Z
2022-11-04T14:47:37Z
2022-11-04T14:45:09Z
CONTRIBUTOR
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I suggest not to sort splits by their names in dataset_info in README so that they are displayed in the order specified in the loading script. Otherwise `test` split is displayed first, see this repo: https://huggingface.co/datasets/paws What do you think? But I added sorting in tests to fix CI (for the same datase...
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Some links to canonical datasets in the docs are outdated
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2022-11-04T10:06:21Z
2022-11-07T18:40:20Z
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CONTRIBUTOR
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As we don't have canonical datasets in the github repo anymore, some old links to them doesn't work. I don't know how many of them are there, I found link to SuperGlue here: https://huggingface.co/docs/datasets/dataset_script#multiple-configurations, probably there are more of them. These links should be replaced by li...
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Deprecate dummy data generation command
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2022-11-03T15:05:54Z
2022-11-04T14:01:50Z
2022-11-04T13:59:47Z
CONTRIBUTOR
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Deprecate the `dummy_data` CLI command.
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Add note about the name of a dataset script
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2022-11-03T13:51:32Z
2022-11-04T12:47:59Z
2022-11-04T12:46:01Z
CONTRIBUTOR
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Add note that a dataset script should has the same name as a repo/dir, a bit related to this issue https://github.com/huggingface/datasets/issues/5193 also fixed two minor issues in audio docs (broken links)
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5,197
[zstd] Use max window log size
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2022-11-03T13:35:58Z
2022-11-03T13:45:19Z
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ZstdDecompressor has a parameter `max_window_size` to limit max memory usage when decompressing zstd files. The default `max_window_size` is not enough when files are compressed by `zstd --ultra` flags. Change `max_window_size` to the zstd's max window size. NOTE, the `zstd.WINDOWLOG_MAX` is the log_2 value of the m...
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PR_kwDODunzps5CH439
5,196
Use hfh hf_hub_url function
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2022-11-03T10:08:09Z
2022-11-21T15:54:17Z
2022-11-09T07:15:12Z
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Small refactoring to use `hf_hub_url` function from `huggingface_hub`. This PR also creates the `hub` module that will contain all `huggingface_hub` functionalities relevant to `datasets`. This is a necessary stage before implementing the use of the `hfh` caching system (which uses its `hf_hub_url` under the hood...
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[wip testing docs]
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PR_kwDODunzps5CHPNY
5,194
Fix docs about dataset_info in YAML
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This PR fixes some misalignment in the docs after we transferred the dataset_info from `dataset_infos.json` to YAML in the dataset card: - #4926 Related to: - #5193
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"One or several metadata. were found, but not in the same directory or in a parent directory"
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2022-11-02T22:46:25Z
2022-11-03T13:39:16Z
2022-11-03T13:35:44Z
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### Describe the bug When loading my own dataset, on loading it I get an error. Here is my dataset link: https://huggingface.co/datasets/corentinm7/MyoQuant-SDH-Data And the error after loading with: ```python from datasets import load_dataset load_dataset("corentinm7/MyoQuant-SDH-Data") ``` ```python Downlo...
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1,433,199,790
PR_kwDODunzps5CD2BQ
5,192
Drop labels in Image and Audio folders if files are on different levels in directory or if there is only one label
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2022-11-02T14:01:41Z
2022-11-15T16:32:53Z
2022-11-15T16:31:07Z
CONTRIBUTOR
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Will close https://github.com/huggingface/datasets/issues/5153 Drop labels by default (`drop_labels=None`) when: * there are files on different levels of directory hierarchy by checking their path depth * all files are in the same directory (=only one label was inferred) First one fixes cases like this: ``` r...
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Make torch.Tensor and spacy models cacheable
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2022-11-02T13:56:18Z
2022-11-02T17:20:48Z
2022-11-02T17:18:42Z
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Override `Pickler.save` to implement deterministic reduction (lazily registered; inspired by https://github.com/uqfoundation/dill/blob/master/dill/_dill.py#L343) functions for `torch.Tensor` and spaCy models. Fix https://github.com/huggingface/datasets/issues/5170, fix https://github.com/huggingface/datasets/issues/...
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5,190
`path` is `None` when downloading a custom audio dataset from the Hub
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2022-11-02T11:51:25Z
2022-11-02T12:55:02Z
2022-11-02T12:55:02Z
MEMBER
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### Describe the bug I've created an [audio dataset](https://huggingface.co/datasets/lewtun/audio-test-push) using the `audiofolder` feature desribed in the [docs](https://huggingface.co/docs/datasets/audio_dataset#audiofolder) and then pushed it to the Hub. Locally, I can see the `audio.path` feature is of the ...
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5,189
Reduce friction in tabular dataset workflow by eliminating having splits when dataset is loaded
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2022-11-02T09:15:02Z
2022-11-29T14:48:30Z
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CONTRIBUTOR
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### Feature request Sorry for cryptic name but I'd like to explain using code itself. When I want to load a specific dataset from a repository (for instance, this: https://huggingface.co/datasets/inria-soda/tabular-benchmark) ```python from datasets import load_dataset dataset = load_dataset("inria-soda/tabular-b...
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add: segmentation guide.
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2022-11-02T04:34:36Z
2022-11-04T18:25:57Z
2022-11-04T18:23:34Z
CONTRIBUTOR
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Closes #5181 I have opened a PR on Hub (https://huggingface.co/datasets/huggingface/documentation-images/discussions/5) to include the images in our central Hub repository. Once the PR is merged I will edit the image links. I have also prepared a [Colab Notebook](https://colab.research.google.com/drive/1BMDCfOT...
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chore: add notebook links to img cls and obj det.
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2022-11-02T02:30:09Z
2022-11-03T01:52:24Z
2022-11-03T01:49:56Z
CONTRIBUTOR
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False
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Closes https://github.com/huggingface/datasets/issues/5182
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1,432,045,011
I_kwDODunzps5VW0XT
5,186
Incorrect error message when Dataset.from_sql fails and sqlalchemy not installed
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2022-11-01T20:25:51Z
2022-11-15T18:24:39Z
2022-11-15T18:24:39Z
CONTRIBUTOR
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### Describe the bug When calling `Dataset.from_sql` (in my case, with sqlite3), it fails with a message ```ValueError: Please pass `features` or at least one example when writing data``` when I don't have `sqlalchemy` installed. ### Steps to reproduce the bug Make a new sqlite db with `sqlite3` and `pandas` from...
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1,432,021,611
I_kwDODunzps5VWupr
5,185
Allow passing a subset of output features to Dataset.map
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2022-11-01T20:07:20Z
2022-11-01T20:07:34Z
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CONTRIBUTOR
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### Feature request Currently, map does one of two things to the features (if I'm not mistaken): * when you do not pass features, types are assumed to be equal to the input if they can be cast, and inferred otherwise * when you pass a full specification of features, output features are set to this However, so...
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5,183
Loading an external dataset in a format similar to conll2003
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2022-11-01T13:18:29Z
2022-11-02T11:57:50Z
2022-11-02T11:57:50Z
NONE
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I'm trying to load a custom dataset in a Dataset object, it's similar to conll2003 but with 2 columns only (word entity), I used the following script: features = datasets.Features( {"tokens": datasets.Sequence(datasets.Value("string")), "ner_tags": datasets.Sequence( datasets.featu...
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Add notebook / other resource links to the task-specific data loading guides
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2022-11-01T07:57:26Z
2022-11-03T01:49:57Z
2022-11-03T01:49:57Z
CONTRIBUTOR
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Does it make sense to include links to notebooks / scripts that show how to use a dataset for training / fine-tuning a model? For example, here in [https://huggingface.co/docs/datasets/image_classification] we could include a mention of https://github.com/huggingface/notebooks/blob/main/examples/image_classificatio...
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5,181
Add a guide for semantic segmentation
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2
2022-11-01T07:54:50Z
2022-11-04T18:23:36Z
2022-11-04T18:23:36Z
CONTRIBUTOR
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Currently, we have these guides for object detection and image classification: * https://huggingface.co/docs/datasets/object_detection * https://huggingface.co/docs/datasets/image_classification I am proposing adding a similar guide for semantic segmentation. I am happy to contribute a PR for it. Cc: @os...
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5,180
An example or recommendations for creating large image datasets?
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2022-11-01T07:38:38Z
2022-11-02T10:17:11Z
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CONTRIBUTOR
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I know that Apache Beam and `datasets` have [some connector utilities](https://huggingface.co/docs/datasets/beam). But it's a little unclear what we mean by "But if you want to run your own Beam pipeline with Dataflow, here is how:". What does that pipeline do? As a user, I was wondering if we have this support for...
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5,179
`map()` fails midway due to format incompatibility
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2022-11-01T03:57:59Z
2022-11-08T11:35:26Z
2022-11-08T11:35:26Z
CONTRIBUTOR
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### Describe the bug I am using the `emotion` dataset from Hub for sequence classification. After training the model, I am using it to generate predictions for all the entries present in the `validation` split of the dataset. ```py def get_test_accuracy(model): def fn(batch): inputs = {k:v.to(device...
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Unable to download the Chinese `wikipedia`, the dumpstatus.json not found!
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2022-11-01T03:17:55Z
2022-11-02T08:27:15Z
2022-11-02T08:24:29Z
NONE
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### Describe the bug I tried: `data = load_dataset('wikipedia', '20220301.zh', beam_runner='DirectRunner')` and `data = load_dataset("wikipedia", language="zh", date="20220301", beam_runner='DirectRunner')` but both got: `FileNotFoundError: Couldn't find file at https://dumps.wikimedia.org/zhwiki/20220301/dumpsta...
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Update create image dataset docs
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2022-10-31T17:45:56Z
2022-11-02T17:15:22Z
2022-11-02T17:13:02Z
MEMBER
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Based on @osanseviero and community feedback, it wasn't super clear how to upload a dataset to the Hub after creating something like an image captioning dataset. This PR adds a brief section on how to upload the dataset with `push_to_hub`.
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5,176
prepare dataset for cloud storage doesn't work
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2022-10-31T17:28:57Z
2022-11-09T13:45:16Z
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### Describe the bug Following the [documentation](https://huggingface.co/docs/datasets/filesystems#load-and-save-your-datasets-using-your-cloud-storage-filesystem) and [this PR](https://github.com/huggingface/datasets/pull/4724), I was downloading and storing huggingface dataset to cloud storage. ``` from datasets ...
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5,175
Loading an external NER dataset
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2022-10-30T09:31:55Z
2022-11-01T13:15:49Z
2022-11-01T13:15:49Z
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I need to use huggingface datasets to load a custom dataset similar to conll2003 but with more entities and each the files contain only two columns: word and ner tag. I tried this code snnipet that I found here as an answer to a similar issue: from datasets import Dataset INPUT_COLUMNS = "ID Text NER".split() ...
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5,174
Preserve None in list type cast in PyArrow 10
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2022-10-28T12:48:30Z
2022-10-28T13:15:33Z
2022-10-28T13:13:18Z
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The `ListArray` type in PyArrow 10.0.0 supports the `mask` parameter, which allows us to preserve Nones in nested lists in `cast` instead of replacing them with empty lists. Fix https://github.com/huggingface/datasets/issues/3676
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5,173
Raise ffmpeg warnings only once
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2022-10-27T15:58:33Z
2022-10-28T16:03:05Z
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Our warnings looks nice now. `librosa` warning that was raised at each decoding: ``` /usr/local/lib/python3.7/dist-packages/librosa/core/audio.py:165: UserWarning: PySoundFile failed. Trying audioread instead. warnings.warn("PySoundFile failed. Trying audioread instead.") ``` is suppressed with `filterwarnin...
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5,172
Inconsistency behavior between handling local file protocol and other FS protocols
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### Describe the bug These lines us used during load_from_disk: ``` if is_remote_filesystem(fs): dest_dataset_dict_path = extract_path_from_uri(dataset_dict_path) else: fs = fsspec.filesystem("file") dest_dataset_dict_path = dataset_dict_path ``` If a local FS is given, then it will the URL as th...
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Add PB and TB in convert_file_size_to_int
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[Caching] Deterministic hashing of torch tensors
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2022-11-02T17:18:43Z
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Currently this fails ```python import torch from datasets.fingerprint import Hasher t = torch.tensor([1.]) def func(x): return t + x hash1 = Hasher.hash(func) t = torch.tensor([1.]) hash2 = Hasher.hash(func) assert hash1 == hash2 ``` Also as noticed in https://discuss.huggingface.co/t/dataset-ca...
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Add "ipykernel" to list of `co_filename`s to remove
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2022-11-02T15:46:00Z
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Should resolve #5157
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Fix CI require beam
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This PR: - Fixes the CI `require_beam`: before it was requiring PyTorch instead ```python def require_beam(test_case): if not config.TORCH_AVAILABLE: test_case = unittest.skip("test requires PyTorch")(test_case) return test_case ``` - Fixes a missing `require_beam` in `test_beam_base...
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Add ffmpeg4 installation instructions in warnings
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2022-10-27T09:01:12Z
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Adds instructions on how to install `ffmpeg=4` on Linux (relevant for Colab users). Looks pretty ugly because I didn't find a way to check `ffmpeg` version from python (without `subprocess.call()`; `ctypes.util.find_library` doesn't work`), so the warning is raised on each decoding. Any suggestions on how to make it...
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Support dill 0.3.6
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2022-10-28T05:41:05Z
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This PR: - ~~Unpins dill to allow installing dill>=0.3.6~~ - ~~Removes the fix on dill for >=0.3.6 because they implemented a deterministic mode (to be confirmed by @anivegesana)~~ - Pins dill<0.3.7 to allow latest dill 0.3.6 - Implements a fix for dill `save_function` for dill 0.3.6 - Additionally had to implemen...
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Memory explosion when trying to access 4d tensors in datasets cast to torch or np
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### Describe the bug When trying to access an item by index, in a datasets.Dataset cast to torch/np using `set_format` or `with_format`, we get a memory explosion if the item contains 4d (or above) tensors. ### Steps to reproduce the bug MWE: ```python from datasets import load_dataset import numpy as np de...
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5,164
WIP: drop labels in Image and Audio folders by default
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2022-10-25T17:21:49Z
2022-11-16T14:21:16Z
2022-11-02T14:03:02Z
CONTRIBUTOR
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True
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will fix https://github.com/huggingface/datasets/issues/5153 and redundant labels displaying for most of the images datasets on the Hub (which are used just to store files) TODO: discuss adding `drop_labels` (and `drop_metadata`) params to yaml
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Reduce default max `writer_batch_size`
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2022-10-25T14:14:52Z
2022-10-27T12:19:27Z
2022-10-27T12:16:47Z
CONTRIBUTOR
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Reduce the default writer_batch_size from 10k to 1k examples. Additionally, align the default values of `batch_size` and `writer_batch_size` in `Dataset.cast` with the values from the corresponding docstring.
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Pip-compile: Could not find a version that matches dill<0.3.6,>=0.3.6
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2022-10-25T13:23:50Z
2022-11-14T08:25:37Z
2022-10-28T05:38:15Z
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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Dataset can’t cache model’s outputs
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2022-10-25T12:19:00Z
2022-11-03T16:12:52Z
2022-11-03T16:12:51Z
NONE
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### Describe the bug Hi, I try to cache some outputs of teacher model( Knowledge Distillation ) by using map function of Dataset library, while every time I run my code, I still recompute all the sequences. I tested Bert Model like this, I got different hash every single run, so any idea to deal with this? ### Ste...
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Automatically add filename for image/audio folder
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2022-10-25T09:56:49Z
2022-10-26T16:51:46Z
No information
MEMBER
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### Feature request When creating a custom audio of image dataset, it would be great to automatically have access to the filename. It should be both: a) Automatically displayed in the viewer b) Automatically added as a column to the dataset when doing `load_dataset` In `diffusers` our test rely quite heavily on i...
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fsspec lock reset in multiprocessing
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2022-10-25T09:41:59Z
2022-11-03T20:51:15Z
2022-11-03T20:48:53Z
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`fsspec` added a clean way of resetting its lock - instead of doing it manually
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Fix language and license tag names in all Hub datasets
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2022-10-25T08:19:29Z
2022-10-25T11:27:26Z
2022-10-25T10:42:19Z
MEMBER
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While working on this: - #5137 we realized there are still many datasets with deprecated "languages" and "licenses" tag names (instead of "language" and "license"). This is a blocking issue: no subsequent PR can be opened to modify their metadata: a ValueError will be thrown. We should fix the "language" and ...
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Consistent caching between python and jupyter
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2022-10-25T01:34:33Z
2022-11-02T15:43:22Z
2022-11-02T15:43:22Z
CONTRIBUTOR
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### Feature request I hope this is not my mistake, currently if I use `load_dataset` from a python session on a custom dataset to do the preprocessing, it will be saved in the cache and in other python sessions it will be loaded from the cache, however calling the same from a jupyter notebook does not work, meaning th...
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Unable to download dataset using Azure Data Lake Gen 2
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2022-10-25T00:43:18Z
2022-11-17T23:37:09Z
2022-11-17T23:37:08Z
NONE
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### Describe the bug When using the DatasetBuilder method with the credentials for the cloud storage Azure Data Lake (adl) Gen2, the following error is showed: ``` Traceback (most recent call last): File "download_hf_dataset.py", line 143, in <module> main() File "download_hf_dataset.py", line 102, in mai...
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TextConfig: added "errors"
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2022-10-24T18:56:52Z
2022-11-03T13:38:13Z
2022-11-03T13:35:35Z
CONTRIBUTOR
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This patch adds the ability to set the `errors` option of `open` for loading text datasets. I needed it because some data I had scraped had bad bytes in it, so I needed `errors='ignore'`.
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Test latest fsspec in CI
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Following the discussion in https://discuss.huggingface.co/t/attributeerror-module-fsspec-has-no-attribute-asyn/19255 I think we need to test the latest fsspec in the CI
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default Image/AudioFolder infers labels when there is no metadata files even if there is only one dir
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2022-10-24T13:28:18Z
2022-11-15T16:31:10Z
2022-11-15T16:31:09Z
CONTRIBUTOR
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### Describe the bug By default FolderBasedBuilder infers labels if there is not metadata files, even if it's meaningless (for example, they are in a single directory or in the root folder, see this repo as an example: https://huggingface.co/datasets/patrickvonplaten/audios As this is a corner case for quick expl...
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refactor FolderBasedBuilder and Image/AudioFolder tests
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2022-10-24T13:11:52Z
2022-10-24T13:11:52Z
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CONTRIBUTOR
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Tests for FolderBasedBuilder, ImageFolder and AudioFolder are mostly duplicating each other. They need to be refactored and Audio/ImageFolder should have only tests specific to the loader.
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Add support to create different configs with `push_to_hub` (+ inferring configs from directories with package managers?)
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2022-10-24T12:59:18Z
2022-11-04T14:55:20Z
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CONTRIBUTOR
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Now one can push only different splits within one default config of a dataset. Would be nice to allow something like: ``` ds.push_to_hub(repo_name, config=config_name) ``` I'm not sure, but this will probably require changes in `data_files.py` patterns. If so, it would also allow to create different configs fo...
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Problems after upgrading to 2.6.1
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2022-10-24T11:32:36Z
2022-11-18T10:37:57Z
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### Describe the bug Loading a dataset_dict from disk with `load_from_disk` is now creating a `KeyError "length"` that was not occurring in v2.5.2. Context: - Each individual dataset in the dict is created with `Dataset.from_pandas` - The dataset_dict is create from a dict of `Dataset`s, e.g., `DatasetDict({"tr...
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Make iter_files deterministic
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2022-10-24T08:16:27Z
2022-10-27T09:53:23Z
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Fix #5145.
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Cannot find the rvl_cdip dataset
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2022-10-24T04:57:42Z
2022-10-24T12:23:47Z
2022-10-24T06:25:28Z
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Hi, I am trying to use load_dataset to load the official "rvl_cdip" dataset but getting an error. dataset = load_dataset("rvl_cdip") Couldn't find 'rvl_cdip' on the Hugging Face Hub either: FileNotFoundError: Couldn't find the file at https://raw.githubusercontent.com/huggingface/datasets/master/datasets/rvl_cdi...
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5,147
Allow ignoring kwargs inside fn_kwargs during dataset.map's fingerprinting
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2022-10-22T21:46:38Z
2022-11-01T22:19:07Z
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### Feature request `dataset.map` accepts a `fn_kwargs` that is passed to `fn`. Currently, the whole `fn_kwargs` is used by `fingerprint_transform` to calculate the new fingerprint. I'd like to be able to inform `fingerprint_transform` which `fn_kwargs` shoud/shouldn't be taken into account during hashing. Of co...
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Delete duplicate issue template file
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2022-10-21T13:18:46Z
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A conflict between two PRs: - #5116 - #5136 was not properly resolved, resulting in a duplicate issue template. This PR removes the duplicate template.
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Dataset order is not deterministic with ZIP archives and `iter_files`
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2022-10-21T09:00:03Z
2022-10-27T09:51:49Z
2022-10-27T09:51:10Z
CONTRIBUTOR
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### Describe the bug For the `beans` dataset (did not try on other), the order of samples is not the same on different machines. Tested on my local laptop, github actions machine, and ec2 instance. The three yield a different order. ### Steps to reproduce the bug In a clean docker container or conda environmen...
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5,144
Inconsistent documentation on map remove_columns
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2022-10-21T08:37:53Z
2022-11-15T14:15:10Z
2022-11-15T14:15:10Z
NONE
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### Describe the bug The page [process](https://huggingface.co/docs/datasets/process) says this about the parameter `remove_columns` of the function `map`: When you remove a column, it is only removed after the example has been provided to the mapped function. So it seems that the `remove_columns` parameter remo...
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5,143
DownloadManager Git LFS support
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2022-10-20T15:29:29Z
2022-10-20T17:17:10Z
2022-10-20T17:17:10Z
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### Feature request Maybe I'm mistaken but the `DownloadManager` does not support extracting git lfs files out of the box right? Using `dl_manager.download()` or `dl_manager.download_and_extract()` still returns lfs files afaict. Is there a good way to write a dataset loading script for a repo with lfs files? ##...
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Deprecate num_proc parameter in DownloadManager.extract
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2022-10-20T09:52:52Z
2022-10-25T18:06:56Z
2022-10-25T15:56:45Z
CONTRIBUTOR
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fixes #5132 : Deprecated the `num_proc` parameter in `DownloadManager.extract` by passing `num_proc` parameter to `map_nested` .
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Raise ImportError instead of OSError
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2022-10-19T19:30:05Z
2022-10-25T15:59:25Z
2022-10-25T15:56:58Z
CONTRIBUTOR
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fixes #5134 : Replaced OSError with ImportError if required extraction library is not installed.
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5,140
Make the KeyHasher FIPS compliant
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2022-10-19T14:25:52Z
2022-11-07T16:20:43Z
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MD5 is not FIPS compliant thus I am proposing this minimal change to make datasets package FIPS compliant
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5,137
Align task tags in dataset metadata
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2022-10-19T09:41:42Z
2022-11-10T05:25:58Z
2022-10-25T06:17:00Z
MEMBER
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## Describe Once we have agreed on a common naming for task tags for all open source projects, we should align on them. ## Steps - [x] Align task tags in canonical datasets - [x] task_categories: 4 datasets - [x] task_ids (by @lhoestq) - [x] Open PRs in community datasets - [x] task_categories: 451 datas...
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Update docs once dataset scripts transferred to the Hub
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2022-10-19T07:58:27Z
2022-10-20T08:12:21Z
2022-10-20T08:10:00Z
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Todo: - [x] Update docs: - [x] Datasets on GitHub (legacy) - [x] Load: offline - [x] About dataset load: - [x] Maintaining integrity - [x] Security - [x] Update docstrings: - [x] Inspect: - [x] get_dataset_config_info - [x] get_dataset_split_names - [x] Load: - [x] dataset_modu...
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Update docs once dataset scripts transferred to the Hub
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2022-10-19T06:58:19Z
2022-10-20T08:10:01Z
2022-10-20T08:10:01Z
MEMBER
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## Describe the bug As discussed in: - https://github.com/huggingface/hub-docs/pull/423#pullrequestreview-1146083701 we should update our docs once dataset scripts have been transferred to the Hub (and removed from GitHub): - #4974 Concretely: - [x] Datasets on GitHub (legacy): https://huggingface.co/docs/dat...
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Raise ImportError instead of OSError if required extraction library is not installed
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2022-10-18T17:53:46Z
2022-10-25T15:56:59Z
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CONTRIBUTOR
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According to the official Python docs, `OSError` should be thrown in the following situations: > This exception is raised when a system function returns a system-related error, including I/O failures such as “file not found” or “disk full” (not for illegal argument types or other incidental errors). Hence, it makes...
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Tensor operation not functioning in dataset mapping
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2022-10-18T17:53:35Z
2022-10-19T04:15:45Z
2022-10-19T04:15:44Z
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## Describe the bug I'm doing a torch.mean() operation in data preprocessing, and it's not working. ## Steps to reproduce the bug ``` from transformers import pipeline import torch import numpy as np from datasets import load_dataset device = 'cuda:0' raw_dataset = load_dataset("glue", "sst2") feature_extra...
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Depracate `num_proc` parameter in `DownloadManager.extract`
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2022-10-18T17:41:05Z
2022-10-25T15:56:46Z
2022-10-25T15:56:46Z
CONTRIBUTOR
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The `num_proc` parameter is only present in `DownloadManager.extract` but not in `StreamingDownloadManager.extract`, making it impossible to support streaming in the dataset scripts that use it (`openwebtext` and `the_pile_stack_exchange`). We can avoid this situation by deprecating this parameter and passing `Download...
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WikiText 103 tokenizer hangs
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2022-10-18T16:44:00Z
2022-10-18T16:44:00Z
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See issue here: https://github.com/huggingface/transformers/issues/19702
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Avoid extra cast in `class_encode_column`
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2022-10-18T15:31:24Z
2022-10-19T11:53:02Z
2022-10-19T11:50:46Z
CONTRIBUTOR
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Pass the updated features to `map` to avoid the `cast` in `class_encode_column`.
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unexpected `cast` or `class_encode_column` result after `rename_column`
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2022-10-19T03:02:26Z
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## Describe the bug When invoke `cast` or `class_encode_column` to a colunm renamed by `rename_column` , it will convert all the variables in this column into one variable. I also run this script in version 2.5.2, this bug does not appear. So I switched to the older version. ## Steps to reproduce the bug ```python...
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Make filename matching more robust
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2022-10-18T08:22:48Z
2022-10-28T13:07:38Z
2022-10-28T13:05:06Z
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Fix #5046
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[WIP] WebDataset export
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I added a first draft of the `IterableDataset.to_wds` method. You can use it to savea dataset loaded in streamign mode as a webdataset locally. The API can be further improved to allow to export to a cloud storage like the HF Hub. I also included sharding with a default max shard size of 500MB (uncompressed), an...
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Fix class name of symbolic link
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2022-10-17T15:11:02Z
2022-11-14T14:40:18Z
2022-11-14T14:40:18Z
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Fix #5098
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Add `pyproject.toml` for `black`
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Add `pyproject.toml` as a config file for the `black` tool to support VS Code's auto-formatting on save (and to be more consistent with the other HF projects).
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Install tensorflow-macos dependency conditionally
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Fix #5118.
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datasets freezes with streaming mode in multiple-gpu
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2022-10-17T03:28:16Z
2022-10-24T16:13:43Z
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## Describe the bug Hi. I am using this dataloader, which is for processing large datasets in streaming mode mentioned in one of examples of huggingface. I am using it to read c4: https://github.com/huggingface/transformers/blob/b48ac1a094e572d6076b46a9e4ed3e0ebe978afc/examples/research_projects/codeparrot/scripts/cod...
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Add warning
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Fixes: #5105 I think removing the directory with warning is a better solution for this issue. Because if we decide to keep existing files in directory, then we should deal with the case providing same directory for several datasets! Which we know is not possible since `dataset_info.json` exists in that directory.
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Bugfix ignore function when creating new_fingerprint for caching
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2022-10-17T12:39:36Z
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maybe fixes: #5109
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5,120
Fix `tqdm` zip bug
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2022-10-16T22:19:18Z
2022-10-23T10:27:53Z
2022-10-19T08:53:17Z
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This PR solves #5117, by wrapping the entire `zip` clause in tqdm. For more information, please checkout this Stack Overflow thread: https://stackoverflow.com/questions/41171191/tqdm-progressbar-and-zip-built-in-do-not-work-together
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PR_kwDODunzps5A4IQp
5,119
[TYPO] Update new_dataset_script.py
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2022-10-19T09:48:19Z
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Installing `datasets` on M1 computers
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2022-10-16T16:50:08Z
2022-10-19T09:10:08Z
2022-10-19T09:10:08Z
CONTRIBUTOR
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## Describe the bug I wanted to install `datasets` dependencies on my M1 (in order to start contributing to the project). However, I got an error regarding `tensorflow`. On M1, `tensorflow-macos` needs to be installed instead. Can we add a conditional requirement, so that `tensorflow-macos` would be installed on M1...
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1,409,571,346
I_kwDODunzps5UBFoS
5,117
Progress bars have color red and never completed to 100%
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2022-10-14T16:12:30Z
2022-10-23T12:58:41Z
2022-10-23T12:58:41Z
NONE
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## Describe the bug Progress bars after transformative operations turn in red and never be completed to 100% ## Steps to reproduce the bug ```python from datasets import load_dataset load_dataset('rotten_tomatoes', split='test').filter(lambda o: True) ``` ## Expected results Progress bar should be 100% an...
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PR_kwDODunzps5A09sk
5,116
Use yaml for issue templates + revamp
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2022-10-14T15:53:13Z
2022-10-19T13:05:49Z
2022-10-19T13:03:22Z
CONTRIBUTOR
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Use YAML instead of markdown (more expressive) for the issue templates. In addition, update their structure/fields to be more aligned with Transformers. PS: also removes the "add_dataset" PR template, as we no longer accept such PRs.
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