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Instead of importing `apache_beam` at the module level, import it in the method `_build_pcollection`. Fix #4779.
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## Describe the bug When loading "natural_questions", the package "apache_beam" is required: ``` ImportError: To be able to use natural_questions, you need to install the following dependency: apache_beam. Please install it using 'pip install apache_beam' for instance' ``` This requirement is unnecessary, once ...
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This PR clarifies the local loading script section to include how to load a dataset after you've modified the local loading script (closes #4732).
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Update local loading script docs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4778). All of your documentation changes will be reflected on that endpoint.", "I would rather have a section in the docs that explains how to modify the script of an existing dataset (`inspect_dataset` + modification + `load_d...
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Related to: - https://github.com/huggingface/transformers/issues/18379 Fix partially #4776.
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Require torchaudio<0.12.0 to avoid RuntimeError
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Current version of `torchaudio` (0.12.0) raises a RuntimeError when trying to use `sox_io` backend but non-Python dependency `sox` is not installed: https://github.com/pytorch/audio/blob/2e1388401c434011e9f044b40bc8374f2ddfc414/torchaudio/backend/sox_io_backend.py#L21-L29 ```python def _fail_load( filepath: str...
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RuntimeError when using torchaudio 0.12.0 to load MP3 audio file
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[ "Requiring torchaudio<0.12.0 isn't really a viable solution because that implies torch<0.12.0 which means no sm_86 CUDA support which means no RTX 3090 support in PyTorch.\r\n\r\nBut in my case, the error only occurs if `_fallback_load` resolves to `_fail_load` inside torchaudio 0.12.0 which is only the case if FFM...
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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Streaming not supported in Theivaprakasham/wildreceipt
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[ "Thanks for reporting @NitishkKarra.\r\n\r\nThe root source of the issue is that streaming mode is not supported out-of-the-box for that dataset, because it contains a TAR file.\r\n\r\nWe have opened a discussion in the corresponding Hub dataset page, pointing out this issue: https://huggingface.co/datasets/Theivap...
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## Describe the bug I use load_dataset() (I tried with [wiki](https://huggingface.co/datasets/wikipedia) and my own json data) and use set_transform/with_transform for preprocessing. But it hangs at the end of the 1st epoch if dataloader_num_workers>=1. No problem with single worker. ## Steps to reproduce the bu...
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Training hangs at the end of epoch, with set_transform/with_transform+multiple workers
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This PR describes loading a dataset from the Hub by specifying a relative path in `data_dir` or `data_files` in `load_dataset` (see #4757).
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## Describe the bug An incorrect `AssertionError` is raised when using `label_cols` in `to_tf_dataset` and the label's key name is `label`. The assertion is in this line: https://github.com/huggingface/datasets/blob/2.4.0/src/datasets/arrow_dataset.py#L475 ## Steps to reproduce the bug ```python from datasets...
2022-09-12T11:24:46Z
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[ "cc @Rocketknight1 ", "Hi @lehrig, this is caused by the data collator renaming \"label\" to \"labels\". If you set `label_cols=[\"labels\"]` in the call it will work correctly. However, I agree that the cause of the bug is not obvious, so I'll see if I can make a PR to clarify things when the collator renames co...
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This PR removes instructions to generate dummy data since that is no longer necessary for datasets that are uploaded to the Hub instead of our GitHub repo. Close #4744
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By defaul -> By default
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fix typo
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2022-07-29T16:02:07Z
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PR_kwDODunzps48UEBT
[ "good catch thanks ! Can you check if the same typo is also present in `add_elasticsearch_index` ? It has a very similar signature", "> good catch thanks ! Can you check if the same typo is also present in `add_elasticsearch_index` ? It has a very similar signature\r\n\r\nfixed" ]
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## Describe the bug datasets fail to process SQuADv1.1 with max_seq_length=128, doc_stride=96 when calling datasets["train"].train_dataset.map(). ## Steps to reproduce the bug I used huggingface[ TF2 question-answering examples](https://github.com/huggingface/transformers/tree/main/examples/tensorflow/question-a...
2022-07-29T11:18:24Z
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2022-07-29T11:18:24Z
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Fail to process SQuADv1.1 datasets with max_seq_length=128, doc_stride=96.
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Once `rouge-score` has made the 0.1.2 release to fix their issue https://github.com/google-research/google-research/issues/1212, we can unpin it. Related to: - #4735
2022-07-29T16:42:28Z
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2022-07-29T08:17:40Z
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Unpin rouge_score test dependency
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2022-07-29T16:29:17Z
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Add 2.4.0 version added to docstrings
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2022-07-29T11:03:58Z
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After latest release, `map_nested` docstring needs being updated with the right version for versionchanged and versionadded.
2022-07-29T11:51:25Z
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Fix version in map_nested docstring
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2022-07-29T11:38:36Z
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Replace the old CircleCI badge with a new one for GH Actions.
2022-07-29T11:36:37Z
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Update CI badge
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2022-07-29T11:23:51Z
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`tf.data` needs to know the shape of tensors emitted from a `tf.data.Dataset`. Although `None` dimensions are possible, overusing them can cause problems - Keras uses the dataset tensor spec at compile-time, and so saying that a dimension is `None` when it's actually constant can hurt performance, or even cause trainin...
2022-09-08T19:17:54Z
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More rigorous shape inference in to_tf_dataset
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2022-09-08T19:15:41Z
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`IterableDataset._resolve_features` was returning the features sorted alphabetically by column name, which is not consistent with non-streaming. I changed this and used the order of columns from the data themselves. It was causing some inconsistencies in the dataset viewer as well. I also fixed `interleave_datasets`...
2022-09-09T17:17:39Z
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2022-07-28T17:28:11Z
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Improve features resolution in streaming
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2022-09-09T17:15:30Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Just took your comment into account @mariosasko , let me know if it's good for you now :)" ]
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While I notice that `add_faiss_index` has supported assigning multiple GPUs, I am still confused about how it works. Does the `search-batch` function automatically parallelizes the input queries to different gpus?https://github.com/huggingface/datasets/blob/d76599bdd4d186b2e7c4f468b05766016055a0a5/src/datasets/sea...
2023-07-21T02:07:10Z
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2022-07-28T14:57:03Z
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parallel searching in multi-gpu setting using faiss
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[ "And I don't see any speed up when increasing the number of GPUs while calling `get_nearest_examples_batch`.", "Hi ! Yes search_batch uses FAISS search which happens in parallel across the GPUs\r\n\r\n> And I don't see any speed up when increasing the number of GPUs while calling get_nearest_examples_batch.\r\n\r...
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## Describe the bug I can't retrieve a cached dataset with offline mode enabled ## Steps to reproduce the bug To reproduce my issue, first, you'll need to run a script that will cache the dataset ```python import os os.environ["HF_DATASETS_OFFLINE"] = "0" import datasets datasets.logging.set_verbosity_i...
2024-03-25T16:24:45Z
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2022-07-28T12:45:14Z
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Issue with offline mode
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2024-01-23T10:58:22Z
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[ "Hi @SaulLu, thanks for reporting.\r\n\r\nI think offline mode is not supported for datasets containing only data files (without any loading script). I'm having a look into this...", "Thanks for your feedback! \r\n\r\nTo give you a little more info, if you don't set the offline mode flag, the script will load the...
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### Link https://huggingface.co/datasets/Toygar/turkish-offensive-language-detection ### Description Status code: 400 Exception: Status400Error Message: The dataset does not exist. Hi, I provided train.csv, test.csv and valid.csv files. However, viewer says dataset does not exist. Should I n...
2022-07-28T13:17:56Z
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2022-07-28T11:21:43Z
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Dataset Viewer issue for Toygar/turkish-offensive-language-detection
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2022-07-28T13:17:48Z
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[ "I refreshed the dataset viewer manually, it's fixed now. Sorry for the inconvenience.\r\n<img width=\"1557\" alt=\"Capture d’écran 2022-07-28 à 09 17 39\" src=\"https://user-images.githubusercontent.com/1676121/181514666-92d7f8e1-ddc1-4769-84f3-f1edfdb902e8.png\">\r\n\r\n" ]
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As discussed with @ydshieh, when passing a relative path as `data_dir` to `load_dataset` of a dataset hosted on the Hub, the relative path is transformed to the corresponding URL of the Hub dataset. Currently, we mention this in our docs here: [Create a dataset loading script > Download data files and organize split...
2022-08-25T18:34:24Z
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2022-07-28T08:46:27Z
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## Describe the bug When using `tokenizer`, we can retrieve the field `overflow_to_sample_mapping`, since long samples will be overflown into multiple token sequences. However, when tokenizing is done via `Dataset.map`, with `n_proc > 1`, the `overflow_to_sample_mapping` field is wrong. This seems to be because ea...
2023-12-13T19:34:43Z
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2022-07-27T14:54:11Z
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Datasets.map causes incorrect overflow_to_sample_mapping when used with tokenizers and small batch size
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[ "I've built a minimal example that shows this bug without `n_proc`. It seems like it's a problem any way of using **tokenizers, `overflow_to_sample_mapping`, and Dataset.map, with a small batch size**:\r\n\r\n```\r\nimport datasets\r\nimport transformers\r\npretrained = 'deepset/tinyroberta-squad2'\r\ntokenizer = t...
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Following https://github.com/huggingface/datasets/pull/4753 there was still a "unknown" langauge tag in `wikipedia` so the job at https://github.com/huggingface/datasets/runs/7542567336?check_suite_focus=true failed for wikipedia
2022-07-27T15:03:00Z
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2022-07-27T14:51:06Z
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Following (internal) https://github.com/huggingface/moon-landing/pull/3509, we need to move the bcp47 tags to `language_bcp47` and keep the `language` tag for iso 639 1-2-3 codes. In particular I made sure that all the tags in `languages` are not longer than 3 characters. I moved the rest to `language_bcp47` and fixed ...
2022-07-27T14:50:03Z
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2022-07-27T13:31:16Z
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2022-07-27T14:37:56Z
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## Describe the bug When running the `datasets-cli test` it would seem that some config properties in a DatasetInfo get mangled, leading to issues, e.g., about the ClassLabel. ## Steps to reproduce the bug In summary, what I want to do is create three configs: - unfiltered: no classlabel, no tasks. Gets data fr...
2022-08-08T18:20:50Z
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2022-07-27T12:04:54Z
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DatasetInfo issue when testing multiple configs: mixed task_templates
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[ "I've narrowed down the issue to the `dataset_module_factory` which already creates a `dataset_infos.json` file down in the `.cache/modules/dataset_modules/..` folder. That JSON file already contains the wrong task_templates for `unfiltered`.", "Ugh. Found the issue: apparently `datasets` was reusing the already ...
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This PR aims to add relevant information like the Description, Language and citation information of the clinic oos dataset card.
2022-07-28T10:53:21Z
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2022-07-27T11:44:28Z
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Added dataset information in clinic oos dataset card
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2022-07-28T10:40:37Z
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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...
2022-07-27T13:58:07Z
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2022-07-27T10:13:38Z
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Easily create loading script for benchmark comprising multiple huggingface datasets
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2022-07-27T13:58:07Z
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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" ]
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This PR follows up on #4710 to separate the object detection and image classification guides. It expands a little more on the original guide to include a more complete example of loading and transforming a whole dataset.
2022-07-27T17:28:21Z
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2022-07-27T00:11:11Z
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Add image classification processing guide
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2022-07-27T17:16:12Z
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Following https://github.com/huggingface/datasets/pull/4724 (needs to be merged first) It's good practice to shard parquet files to enable parallelism with spark/dask/etc. I added the `max_shard_size` parameter to `download_and_prepare` (default to 500MB for parquet, and None for arrow). ```python from datase...
2022-09-15T13:43:55Z
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Shard parquet in `download_and_prepare`
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2022-09-15T13:41:26Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "This is ready for review cc @mariosasko :) please let me know what you think !" ]
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### Link _No response_ ### Description _No response_ ### Owner _No response_
2022-09-08T08:15:22Z
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2022-07-26T16:25:16Z
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Dataset Viewer issue for yanekyuk/wikikey
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2022-09-08T08:15:22Z
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[ "The dataset is empty, as far as I can tell: there are no files in the repository at https://huggingface.co/datasets/yanekyuk/wikikey/tree/main\r\n\r\nMaybe the viewer can display a better message for empty datasets", "OK. Closing as it's not an error. We will work on making the error message a lot clearer." ]
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I am working with a large collection of private datasets, it would be convenient for me to be able to list them. I would envision extending the convention of using `use_auth_token` keyword argument to `list_datasets` function, then calling: ``` list_datasets(use_auth_token="my_token") ``` would return the li...
2023-07-25T15:01:49Z
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2022-07-26T10:16:08Z
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Allow `list_datasets` to include private datasets
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[ "Thanks for opening this issue :)\r\n\r\nIf it can help, I think you can already use `huggingface_hub` to achieve this:\r\n```python\r\n>>> from huggingface_hub import HfApi\r\n>>> [ds_info.id for ds_info in HfApi().list_datasets(use_auth_token=token) if ds_info.private]\r\n['bigscience/xxxx', 'bigscience-catalogue...
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In our docs, we indicate to generate the dummy data: https://huggingface.co/docs/datasets/dataset_script#testing-data-and-checksum-metadata However: - dummy data makes sense only for datasets in our GitHub repo: so that we can test their loading with our CI - for datasets on the Hub: - they do not pass any CI t...
2022-08-02T23:50:30Z
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2022-07-26T07:32:58Z
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Remove instructions to generate dummy data from our docs
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[ "Note that for me personally, conceptually all the dummy data (even for \"canonical\" datasets) should be superseded by `datasets-server`, which performs some kind of CI/CD of datasets (including the canonical ones)", "I totally agree: next step should be rethinking if dummy data makes sense for canonical dataset...
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This PR updates the `map` docs for processing text to include `return_tensors="np"` to make it run faster (see #4676).
2022-07-27T16:22:04Z
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2022-07-25T20:59:35Z
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2022-07-27T16:10:04Z
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## Describe the bug To finalize my dataset, I wanted to create dummy data as per the guide and I ran ```shell datasets-cli dummy_data datasets/hebban-reviews --auto_generate ``` where hebban-reviews is [this repo](https://huggingface.co/datasets/BramVanroy/hebban-reviews). And even though the scripts runs an...
2022-11-04T14:04:24Z
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2022-07-25T19:18:42Z
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2022-11-04T14:04:10Z
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[ "Hi @BramVanroy, thanks for reporting.\r\n\r\nFirst of all, please note that you do not need the dummy data: this was the case when we were adding datasets to the `datasets` library (on this GitHub repo), so that we could test the correct loading of all datasets with our CI. However, this is no longer the case for ...
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Fix #4681
2022-07-25T12:50:36Z
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2022-07-25T10:41:27Z
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Fix to dict conversion of `DatasetInfo`/`Features`
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2022-07-25T12:37:53Z
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As previously discussed: Before, multiprocessing was not used in `map_nested` if `num_proc` was greater than or equal to `len(iterable)`. - Multiprocessing was not used e.g. when passing `num_proc=20` but having 19 files to download - As by default, `DownloadManager` sets `num_proc=16`, before multiprocessing was ...
2022-07-28T10:53:23Z
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Fix multiprocessing in map_nested
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2022-07-28T10:40:31Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lhoestq as a workaround to preserve previous behavior, the parameter `multiprocessing_min_length=16` is passed from `download` to `map_nested`, so that multiprocessing is only used if at least 16 files to be downloaded.\r\n\r\nNote ...
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Deprecate metrics: - deprecate public functions: `load_metric`, `list_metrics` and `inspect_metric`: docstring and warning - test deprecation warnings are issues - deprecate metrics in all docs - remove mentions to metrics in docs and README - deprecate internal functions/classes Maybe we should also stop testi...
2022-07-28T11:44:27Z
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2022-07-25T07:35:55Z
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Deprecate metrics
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2022-07-28T11:32:16Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I mark this as Draft because the deprecated version number needs being updated after the latest release.", "Perhaps now is the time to also update the `inspect_metric` from `evaluate` with the changes introduced in https://github.c...
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This PR: - Implements separate unit/integration tests - A fail in integration tests does not cancel the rest of the jobs - We should implement more robust integration tests: work in progress in a subsequent PR - For the moment, test involving network requests are marked as integration: to be evolved
2022-07-26T20:19:22Z
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2022-07-22T16:48:00Z
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Use CI unit/integration tests
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I think this PR can be merged. Willing to see it in action.\r\n\r\nCC: @lhoestq " ]
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``` from datasets import load_dataset dataset = load_dataset("scene_parse_150", "scene_parsing") FileNotFoundError: Couldn't find file at http://data.csail.mit.edu/places/ADEchallenge/ADEChallengeData2016.zip ```
2022-09-01T15:37:11Z
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2022-07-22T13:28:28Z
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Download error on scene_parse_150
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[ "Hi! The server with the data seems to be down. I've reported this issue (https://github.com/CSAILVision/sceneparsing/issues/34) in the dataset repo. ", "The URL seems to work now, and therefore the script as well." ]
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### Link https://huggingface.co/datasets/deepklarity/huggingface-spaces-dataset/viewer/deepklarity--huggingface-spaces-dataset/train ### Description Hi Team, I'm getting the following error on a uploaded dataset. I'm getting the same status for a couple of hours now. The dataset size is `<1MB` and the format is cs...
2022-07-22T13:46:38Z
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2022-07-22T12:14:18Z
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Dataset Viewer issue for deepklarity/huggingface-spaces-dataset
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2022-07-22T13:46:38Z
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[ "Thanks for reporting. You're right, workers were under-provisioned due to a manual error, and the job queue was full. It's fixed now." ]
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Temporarily pin `rouge_score` (to avoid latest version 0.7.0) until the issue is fixed. Fix #4734
2022-07-22T07:58:14Z
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2022-07-22T07:18:21Z
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Pin rouge_score test dependency
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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## Describe the bug After the today release of `rouge_score-0.0.7` it seems no longer importable. Our CI fails: https://github.com/huggingface/datasets/runs/7463218591?check_suite_focus=true ``` FAILED tests/test_dataset_common.py::LocalDatasetTest::test_builder_class_bigbench FAILED tests/test_dataset_common.py::L...
2022-07-22T07:45:19Z
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2022-07-22T07:15:05Z
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Package rouge-score cannot be imported
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2022-07-22T07:45:18Z
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I_kwDODunzps5OWZuW
[ "We have added a comment on an existing issue opened in their repo: https://github.com/google-research/google-research/issues/1212#issuecomment-1192267130\r\n- https://github.com/google-research/google-research/issues/1212" ]
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## Describe the bug A clear and concise description of what the bug is. Loading Rouge metric gives error after latest rouge-score==0.0.7 release. Downgrading rougemetric==0.0.4 works fine. ## Steps to reproduce the bug ```python # Sample code to reproduce the bug ``` ## Expected results A clear and concis...
2022-07-22T09:08:02Z
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2022-07-22T07:06:51Z
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rouge metric
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2022-07-22T09:05:35Z
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[ "Fixed by:\r\n- #4735" ]
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As reported by @TrentBrick here https://github.com/huggingface/datasets/issues/4725#issuecomment-1191858596, it could be more clear that loading a dataset by passing its name does not use the (modified) local script of it. What he did: - he installed `datasets` from source - he modified locally `datasets/the_pile/...
2022-08-23T16:32:23Z
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2022-07-22T06:07:31Z
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Document better that loading a dataset passing its name does not use the local script
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MEMBER
2022-08-23T16:32:23Z
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I_kwDODunzps5OV7fu
[ "Thanks for the feedback!\r\n\r\nI think since this issue is closely related to loading, I can add a clearer explanation under [Load > local loading script](https://huggingface.co/docs/datasets/main/en/loading#local-loading-script).", "That makes sense but I think having a line about it under https://huggingface....
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docs: ✏️ fix TranslationVariableLanguages example
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CONTRIBUTOR
2022-07-22T06:48:42Z
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## Describe the bug Loading into memory the validation split of imagenet-1k takes much more RAM than expected. Assuming ImageNet-1k is 150 GB, split is 50000 validation images and 1,281,167 train images, I would expect only about 6 GB loaded in RAM. ## Steps to reproduce the bug ```python from datasets import...
2022-07-21T16:41:04Z
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2022-07-21T15:14:06Z
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Loading imagenet-1k validation split takes much more RAM than expected
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CONTRIBUTOR
2022-07-21T16:41:04Z
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[ "My bad, `482 * 418 * 50000 * 3 / 1000000 = 30221 MB` ( https://stackoverflow.com/a/42979315 ).\r\n\r\nMeanwhile `256 * 256 * 50000 * 3 / 1000000 = 9830 MB`. We are loading the non-cropped images and that is why we take so much RAM." ]
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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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Refactor Hub tests
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2022-07-22T14:56:29Z
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I tried both codes below to download the financial phrasebank dataset (https://huggingface.co/datasets/financial_phrasebank) with the sentences_allagree subset. However, the code gives a 403 error when executed from multiple machines locally or on the cloud. ``` from datasets import load_dataset, DownloadMode load...
2022-08-04T08:32:35Z
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2022-07-21T08:43:32Z
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load_dataset gives "403" error when using Financial Phrasebank
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2022-08-04T08:32:35Z
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[ "Hi @rohitvincent, thanks for reporting.\r\n\r\nUnfortunately I'm not able to reproduce your issue:\r\n```python\r\nIn [2]: from datasets import load_dataset, DownloadMode\r\n ...: load_dataset(path='financial_phrasebank',name='sentences_allagree', download_mode=\"force_redownload\")\r\nDownloading builder script...
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### Link https://huggingface.co/datasets/TheNoob3131/mosquito-data/viewer/TheNoob3131--mosquito-data/test ### Description Dataset preview not showing with large files. Says 'split cache is empty' even though there are train and test splits. ### Owner _No response_
2022-07-21T07:51:56Z
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2022-07-21T05:24:48Z
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Dataset Viewer issue for TheNoob3131/mosquito-data
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2022-07-21T07:45:01Z
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I_kwDODunzps5OPWEP
[ "The preview is working OK:\r\n\r\n![Screenshot from 2022-07-21 09-46-09](https://user-images.githubusercontent.com/8515462/180158929-bd8faad4-6392-4fc1-8d9c-df38aa9f8438.png)\r\n\r\n" ]
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The Markdown link fails to render if it is in the same line as the `<span>`. This PR implements @mishig25's fix by using `<a href=" ">` instead. ![Screen Shot 2022-07-20 at 3 53 05 PM](https://user-images.githubusercontent.com/59462357/180096412-7fbb33be-abb0-4e54-a52d-201b3b58e0f9.png)
2022-07-21T14:33:18Z
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2022-07-20T22:57:27Z
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Fix broken link to the Hub
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2022-07-21T08:00:54Z
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https://github.com/huggingface/datasets/pull/3627 changed the Eleuther AI Pile dataset URL from https://the-eye.eu/ to https://mystic.the-eye.eu/ but the latter is now broken and the former works again. Note that when I git clone the repo and use `pip install -e .` and then edit the URL back the codebase doesn't se...
2022-07-22T06:09:46Z
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2022-07-20T20:57:30Z
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the_pile datasets URL broken.
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2022-07-21T07:38:19Z
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[ "Thanks for reporting, @TrentBrick. We are addressing the change with their data host server.\r\n\r\nOn the meantime, if you would like to work with your fixed local copy of the_pile script, you should use:\r\n```python\r\nload_dataset(\"path/to/your/local/the_pile/the_pile.py\",...\r\n```\r\ninstead of just `load_...
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Download a dataset as Parquet in a cloud storage can be useful for streaming mode and to use with spark/dask/ray. This PR adds support for `fsspec` URIs like `s3://...`, `gcs://...` etc. and ads the `file_format` to save as parquet instead of arrow: ```python from datasets import * cache_dir = "s3://..." build...
2022-09-05T17:27:25Z
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Download and prepare as Parquet for cloud storage
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Added some docs for dask and took your comments into account\r\n\r\ncc @philschmid if you also want to take a look :)", "Just noticed that it would be more convenient to pass the output dir to download_and_prepare directly, to bypa...
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Previously, fixture modules `hub_fixtures` and `s3_fixtures`: - were both at the root test directory - were imported using `import *` - as a side effect, the modules `os` and `pytest` were imported from `s3_fixtures` into `conftest` This PR: - puts both fixture modules in a dedicated directory `fixtures` - re...
2022-07-21T14:37:11Z
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Refactor conftest fixtures
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`href="/docs/datasets/quickstart#audio"` implicitly goes to `href="/docs/datasets/{$LATEST_STABLE_VERSION}/quickstart#audio"`. Therefore, https://huggingface.co/docs/datasets/quickstart#audio #audio hashlink does not work since the new docs were not added to v2.3.2 (LATEST_STABLE_VERSION) to preserve the version, it...
2022-07-20T17:02:33Z
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Docs: Fix same-page haslinks
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## Describe the bug I am fine tuning a wav2vec2 model following the script here using my own dataset: https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py Loading my Audio dataset from the hub which was originally generated from disk results in th...
2022-07-22T14:11:47Z
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2022-07-20T01:16:03Z
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PyArrow Dataset error when calling `load_dataset`
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[ "Hi ! It looks like a bug in `pyarrow`. If you manage to end up with only one chunk per parquet file it should workaround this issue.\r\n\r\nTo achieve that you can try to lower the value of `max_shard_size` and also don't use `map` before `push_to_hub`.\r\n\r\nDo you have a minimum reproducible example that we can...
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### Link https://huggingface.co/datasets/shamikbose89/lancaster_newsbooks ### Description Status code: 400 Exception: ValueError Message: Cannot seek streaming HTTP file I am able to use the dataset loading script locally and it also runs when I'm using the one from the hub, but the viewer sti...
2022-09-08T16:47:21Z
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Dataset Viewer issue for shamikbose89/lancaster_newsbooks
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[ "It seems like the list of splits could not be obtained:\r\n\r\n```python\r\n>>> from datasets import get_dataset_split_names\r\n>>> get_dataset_split_names(\"shamikbose89/lancaster_newsbooks\", \"default\")\r\nUsing custom data configuration default\r\nTraceback (most recent call last):\r\n File \"/home/slesage/h...
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![image](https://user-images.githubusercontent.com/53668030/179815591-d75fa7d3-3122-485f-a852-b06a68909066.png) So my dataset is public in the Huggingface Hub, but when I try to load it using the load_dataset command, it shows that it is downloading the files, but throws a ValueError. When I went to my directory to ...
2022-07-20T06:46:57Z
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Issue loading TheNoob3131/mosquito-data dataset
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[ "I am also getting a ValueError: 'Couldn't cast' at the bottom. Is this because of some delimiter issue? My dataset is on the Huggingface Hub. If you could look at it, that would be greatly appreciated.", "Hi @thenerd31, thanks for reporting.\r\n\r\nPlease note that your issue is not caused by the Hugging Face Da...
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This PR: - Makes `Extractor` accept instance of `Path` as input - Removes unnecessary castings of `Path` to `str`
2022-07-22T13:42:27Z
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### Link _No response_ ### Description Unable to view the split data ### Owner _No response_
2022-07-20T08:32:57Z
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Dataset Viewer issue for LawalAfeez/englishreview-ds-mini
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[ "It's currently working, as far as I understand\r\n\r\nhttps://huggingface.co/datasets/LawalAfeez/englishreview-ds-mini/viewer/LawalAfeez--englishreview-ds-mini/train\r\n\r\n<img width=\"1556\" alt=\"Capture d’écran 2022-07-19 à 09 24 01\" src=\"https://user-images.githubusercontent.com/1676121/179761130-2d7980b9...
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Added the "tags" YAML tag, so that users can specify data domain/topics keywords for dataset search
2022-07-20T13:44:50Z
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Support "tags" yaml tag
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[ "_The documentation is not available anymore as the PR was closed or merged._", "IMO `DatasetMetadata` shouldn't crash with attributes that it doesn't know, btw", "Yea this PR is mostly to have a validation that this field contains a list of strings.\r\n\r\nRegarding unknown fields, the tagging app currently re...
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We're now using `part-of-speech` and not `part-of-speech-tagging`, see discussion here: https://github.com/huggingface/datasets/commit/114c09aff2fa1519597b46fbcd5a8e0c0d3ae020#r78794777
2022-07-19T12:54:34Z
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Fix POS tags
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[ "_The documentation is not available anymore as the PR was closed or merged._", "CI failures are about missing content in the dataset cards or bad tags, and this is unrelated to this PR. Merging :)" ]
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This PR: - makes `NamedSplit` sortable: so that `sorted()` can be called on them - removes unnecessary `sorted()` on `dict.keys()`: `dict_keys` view is already like a `set` - removes unnecessary casting of `NamedSplit` to `str`
2022-07-22T09:39:45Z
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Fix named split sorting and remove unnecessary casting
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[ "_The documentation is not available anymore as the PR was closed or merged._", "hahaha what a timing, I added my comment right after you merged x)\r\n\r\nyou can ignore my (nit), it's fine", "Sorry, just too sync... :sweat_smile: " ]
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The `sox` OS package needs being installed manually using the distribution package manager. This PR adds this explanation to the docs.
2022-07-21T08:16:59Z
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Document installation of sox OS dependency for audio
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Highlight that the licence granted by Amazon only covers non-commercial research use.
2022-07-27T16:09:40Z
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Highlight non-commercial license in amazon_reviews_multi dataset card
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2022-07-27T15:57:41Z
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Currently, in our docs for Audio/Vision/Text, we explain how to: - Load data - Process data However we only explain how to *Create a dataset loading script* for text data. I think it would be useful that we add the same for Audio/Vision as these have some specificities different from Text. See, for example: ...
2023-07-25T16:07:52Z
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Document how to create a dataset loading script for audio/vision
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[ "I'm closing this issue as both the Audio and Image sections now have a \"Create dataset\" page that contains the info about writing the loading script version of a dataset." ]
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The following adds a quick guide on how to process object detection datasets with `albumentations`.
2022-07-21T20:10:35Z
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2022-07-21T19:56:42Z
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## Adding a Dataset - **Name:** WMT21 & WMT22 - **Description:** We are going to have three tracks: two small tasks and a large task. The small tracks evaluate translation between fairly related languages and English (all pairs). The large track uses 101 languages. - **Paper:** / - **Data:** https://statmt.org/wmt...
2023-06-20T09:02:11Z
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WMT21 & WMT22
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[ "Hi ! That would be awesome to have them indeed, thanks for opening this issue\r\n\r\nI just added you to the WMT org on the HF Hub if you're interested in adding those datasets.\r\n\r\nFeel free to create a dataset repository for each dataset and upload the data files there :) preferably in ZIP archives instead of...
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Currently there is a bug in `require_torchaudio` (indeed it is requiring `sox` instead): ```python def require_torchaudio(test_case): if find_spec("sox") is None: ... ``` The bug was introduced by: - #3685 - Commit: https://github.com/huggingface/datasets/pull/3685/commits/b5a3e7122d49c4dcc9333b1d8d18a8...
2022-07-22T06:30:56Z
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2022-07-18T17:24:28Z
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Fix require torchaudio and refactor test requirements
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### Link _No response_ ### Description Getting this error when trying to view dataset preview: Message: 401, message='Unauthorized', url=URL('https://huggingface.co/datasets/TheNoob3131/mosquito-data/resolve/8aceebd6c4a359d216d10ef020868bd9e8c986dd/0_Africa_train.csv') ### Owner _No response_
2022-07-18T19:44:46Z
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2022-07-18T17:07:19Z
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Dataset Viewer issue for TheNoob3131/mosquito-data
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2022-07-18T17:15:50Z
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[ "Thanks for reporting. I refreshed the dataset viewer and it now works as expected.\r\n\r\nhttps://huggingface.co/datasets/TheNoob3131/mosquito-data\r\n\r\n<img width=\"1135\" alt=\"Capture d’écran 2022-07-18 à 13 15 22\" src=\"https://user-images.githubusercontent.com/1676121/179566497-e47f1a27-fd84-4a8d-9d7f-2e...
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As reported in https://huggingface.co/muibk, there are empty examples in xtreme/bucc18.de I applied your fix @mustaszewski I also used a dict to make the dataset generation much faster
2022-07-19T06:41:14Z
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2022-07-18T16:22:46Z
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Fix empty examples in xtreme dataset for bucc18 config
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2022-07-19T06:29:17Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I guess the report link is this instead: https://huggingface.co/datasets/xtreme/discussions/1" ]
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As reported in https://huggingface.co/datasets/crd3/discussions/1#62cc377073b2512b81662794, each split of the dataset was containing the same data. This issues comes from a bug in the dataset script I fixed it and also uploaded the data to hf.co to make the dataset work in streaming mode
2022-07-21T17:18:44Z
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Fix crd3
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Currently, if `zstandard` or `lz4` are not installed, `test_compression_filesystems` and `test_streaming_dl_manager_extract_all_supported_single_file_compression_types` are skipped for all compression format parameters. This PR fixes these tests, so that if `zstandard` or `lz4` are not installed, the tests are skipp...
2022-07-19T13:02:31Z
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Skip tests only for lz4/zstd params if not installed
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Make the cast in `from_pandas` more robust (as it was done for the packaged modules in https://github.com/huggingface/datasets/pull/4364) This should be useful in situations like [this one](https://discuss.huggingface.co/t/loading-custom-audio-dataset-and-fine-tuning-model/8836/4).
2022-07-22T11:17:42Z
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2022-07-18T11:55:49Z
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Make cast in `from_pandas` more robust
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2022-07-22T11:05:24Z
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**Is your feature request related to a problem? Please describe.** ## The problem The datasets hub currently has `8,239` datasets. These datasets span a wide range of different modalities and tasks (currently with a bias towards textual data). There are various ways of identifying datasets that may be releva...
2024-02-12T09:53:43Z
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2022-07-18T11:14:03Z
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Domain specific dataset discovery on the Hugging Face hub
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[ "Hi! I added a link to this issue in our internal request for adding keywords/topics to the Hub, which is identical to the `topic tags` solution. The `collections` solution seems too complex (as you point out). Regarding the `domain tags` solution, we primarily focus on machine learning, so I'm not sure if it's a g...
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Added more information in the README about contributors and encouraged reading the thesis for more infos
2022-07-28T10:33:05Z
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Added more information in the README about contributors of the Arabic Speech Corpus
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2022-07-28T10:33:05Z
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2022-07-18T14:31:47Z
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I fixed a few errors when it occurs while streaming the private dataset on the Huggingface Hub. ``` from datasets import load_dataset dataset = load_dataset(<repo_id>, use_auth_token=<private_token>, streaming=True) for d in dataset['train']: print(d) break # this is for checking ``` This code is an e...
2022-07-20T13:10:44Z
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2022-07-18T08:03:41Z
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Fix Authentification Error while streaming
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2022-07-20T13:10:43Z
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[ "Hi, thanks for working on this, but the fix for this has already been merged in https://github.com/huggingface/datasets/pull/4608." ]
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Fixes #4637
2023-01-19T10:11:38Z
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2022-07-18T07:47:39Z
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Enable streaming dataset to use the "all" split
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4698). All of your documentation changes will be reflected on that endpoint.", "@albertvillanova \r\nAdding the validation split causes these two `assert_called_once` assertions to fail with `AssertionError: Expected 'ArrowWrit...
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### Link https://huggingface.co/datasets/frgfm/imagenette ### Description Hello there :wave: Thanks for the amazing work you've done with HF Datasets! I've just started playing with it, and managed to upload my first dataset. But for the second one, I'm having trouble with the preview since there is some archive...
2022-08-01T15:10:57Z
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2022-07-18T02:51:09Z
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Trouble with streaming frgfm/imagenette vision dataset with TAR archive
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[ "Hi @frgfm, thanks for reporting.\r\n\r\nAs the error message says, streaming mode is not supported out of the box when the dataset contains TAR archive files.\r\n\r\nTo make the dataset streamable, you have to use `dl_manager.iter_archive`.\r\n\r\nThere are several examples in other datasets, e.g. food101: https:/...
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## Describe the bug Cannot load LinCE dataset due to a connection error ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("lince", "ner_spaeng") ``` A notebook with this code and corresponding error can be found at https://colab.research.google.com/drive/1...
2022-07-18T09:20:40Z
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2022-07-17T19:01:54Z
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Cannot load LinCE dataset
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2022-07-18T07:24:22Z
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[ "Hi @finiteautomata, thanks for reporting.\r\n\r\nUnfortunately, I'm not able to reproduce your issue:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n ...: dataset = load_dataset(\"lince\", \"ner_spaeng\")\r\nDownloading builder script: 20.8kB [00:00, 9.09MB/s] ...
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This PR adds MANtIS dataset. Arxiv: [https://arxiv.org/abs/1912.04639](https://arxiv.org/abs/1912.04639) Github: [https://github.com/Guzpenha/MANtIS](https://github.com/Guzpenha/MANtIS) README and dataset tags are WIP.
2022-09-30T14:39:30Z
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2022-07-17T15:53:05Z
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2022-09-30T14:37:16Z
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PR_kwDODunzps47hobQ
[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for your contribution, @bhavitvyamalik. Are you still interested in adding this dataset?\r\n\r\nWe are removing the dataset scripts from this GitHub repo and moving them to the Hugging Face Hub: https://huggingface.co/datasets...
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### Feature request Any documentations for the the `load_dataset(streaming=True)` for (multi-node multi-GPU) DDP training? ### Motivation Given a bunch of data files, it is expected to split them onto different GPUs. Is there a guide or documentation? ### Your contribution Does it requires manually spli...
2023-04-26T18:21:09Z
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2022-07-17T01:29:43Z
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Distributed data parallel training for streaming datasets
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[ "Hi ! According to https://huggingface.co/docs/datasets/use_with_pytorch#stream-data you can use the pytorch DataLoader with `num_workers>0` to distribute the shards across your workers (it uses `torch.utils.data.get_worker_info()` to get the worker ID and select the right subsets of shards to use)\r\n\r\n<s> EDIT:...
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update `samsum` script after #4672 was merged (citation is also updated)
2022-09-23T11:40:11Z
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2022-07-16T11:53:05Z
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update `samsum` script
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2022-09-23T11:37:57Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "We are closing PRs to dataset scripts because we are moving them to the Hub.\r\n\r\nThanks anyway.\r\n\r\n" ]
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## Describe the bug A clear and concise description of what the bug is. When I create a dataset, then add a column to the created dataset through the `dataset.add_column` feature and then try to cast a column of the dataset (this column contains image paths) with `Image()` by using the `cast_column()` feature, I ge...
2022-07-19T13:36:24Z
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2022-07-15T22:56:03Z
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2022-07-19T13:36:24Z
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[ "Hi, thanks for reporting! A PR (https://github.com/huggingface/datasets/pull/4614) has already been opened to address this issue." ]
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### Link https://huggingface.co/datasets/rajistics/indian_food_images/viewer/rajistics--indian_food_images/train ### Description I have a train/test split in my dataset <img width="410" alt="Screen Shot 2022-07-15 at 11 44 42 AM" src="https://user-images.githubusercontent.com/6808012/179293215-7b419ec3-3527-46f2-8...
2022-07-18T15:02:03Z
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2022-07-15T19:03:15Z
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Dataset Viewer issue for rajistics/indian_food_images
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[ "Hi, thanks for reporting. I triggered a refresh of the preview for this dataset, and it works now. I'm not sure what occurred.\r\n<img width=\"1019\" alt=\"Capture d’écran 2022-07-18 à 11 01 52\" src=\"https://user-images.githubusercontent.com/1676121/179541327-f62ecd5e-a18a-4d91-b316-9e2ebde77a28.png\">\r\n\r\n...
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This PR: - Refactors base extractors as subclasses of `BaseExtractor`: - this is an abstract class defining the interface with: - `is_extractable`: abstract class method - `extract`: abstract static method - Implements abstract `MagicNumberBaseExtractor` (as subclass of `BaseExtractor`): - this has a...
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2022-07-15T17:47:48Z
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2022-07-18T08:34:49Z
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This PR: - Adds all compression formats to `test_extractor` - Tests each base extractor for all compression formats Note that all compression formats are tested except "rar".
2022-07-15T17:47:02Z
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2022-07-15T17:35:24Z
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Currently, if `zstandard` is not installed, `test_extractor` is skipped for all compression format parameters. This PR fixes `test_extractor` so that if `zstandard` is not installed, `test_extractor` is skipped only for the `zstd` compression parameter, that is, it is not skipped for all the other compression parame...
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Currently, new CI (on GitHub Actions) is only triggered on pull requests branches when the base branch is main. This PR also triggers the CI when a PR is merged to main branch.
2022-07-15T13:47:21Z
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Fix #2832
2023-09-24T10:05:34Z
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Align logging with Transformers (again)
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2023-07-11T18:29:27Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4686). All of your documentation changes will be reflected on that endpoint.", "I wasn't aware of https://github.com/huggingface/datasets/pull/1845 before opening this PR. This issue seems much more complex now ..." ]
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This PR: - Removes an unused method from `DummyTestFS` - Refactors `mock_fsspec` to make it simpler
2022-07-15T13:05:03Z
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![image](https://user-images.githubusercontent.com/37113676/179149159-bbbda0c8-a661-403c-87ed-dc2b4219cd68.png) Hi, if I want to change some values of the dataset, or add new columns to it, how can I do it? For example, I want to change all the labels of the SST2 dataset to `0`: ```python from datasets import l...
2023-03-20T15:50:41Z
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[ "Hi! One option is use `map` with a function that overwrites the labels (`dset = dset.map(lamba _: {\"label\": 0}, features=dset.features`)). Or you can use the `remove_column` + `add_column` combination (`dset = dset.remove_columns(\"label\").add_column(\"label\", [0]*len(data)).cast(dset.features)`, but note that...
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This PR proposes removing the [online dataset card creator](https://huggingface.co/datasets/card-creator/) in favor of simply copy/pasting a template and using the [Datasets Tagger app](https://huggingface.co/spaces/huggingface/datasets-tagging) to generate the tags. The Tagger app provides more guidance by showing all...
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I have a dataset online (CloverSearch/cc-news-mutlilingual) that has a bunch of columns, two of which are "score_title_maintext" and "score_title_description". the original files are jsonl formatted. I was trying to iterate through via streaming mode and grab all "score_title_description" values, but I kept getting key...
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weird issue/bug with columns (dataset iterable/stream mode)
https://api.github.com/repos/huggingface/datasets/issues/4682/events
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I_kwDODunzps5NxXz3
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## Describe the bug Loading an image dataset with `imagefolder` throws `IndexError: list index out of range` when the given folder contains a non-image file (like a csv). ## Steps to reproduce the bug Put a csv file in a folder with images and load it: ```python import datasets datasets.load_dataset("imagefold...
2022-07-25T12:37:54Z
4,681
null
https://api.github.com/repos/huggingface/datasets
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2022-07-14T10:57:55Z
https://api.github.com/repos/huggingface/datasets/issues/4681/comments
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https://api.github.com/repos/huggingface/datasets/issues/4681/timeline
IndexError when loading ImageFolder
https://api.github.com/repos/huggingface/datasets/issues/4681/events
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2022-07-25T12:37:54Z
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I_kwDODunzps5NwuIM
[ "Hi, thanks for reporting! If there are no examples in ImageFolder, the `label` column is of type `ClassLabel(names=[])`, which leads to an error in [this line](https://github.com/huggingface/datasets/blob/c15b391942764152f6060b59921b09cacc5f22a6/src/datasets/arrow_writer.py#L387) as `asdict(info)` calls `Features(...
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### Link https://huggingface.co/datasets/codeparrot/xlcost-text-to-code ### Description Error ``` Server Error Status code: 400 Exception: TypeError Message: 'NoneType' object is not iterable ``` Before I did a minor change in the dataset script (removing some comments), the viewer was working but...
2022-07-18T16:37:00Z
4,680
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2022-07-14T09:45:50Z
https://api.github.com/repos/huggingface/datasets/issues/4680/comments
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Dataset Viewer issue for codeparrot/xlcost-text-to-code
https://api.github.com/repos/huggingface/datasets/issues/4680/events
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2022-07-18T16:04:36Z
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I_kwDODunzps5NwZ7y
[ "There seems to be an issue with the `C++-snippet-level` config:\r\n\r\n```python\r\n>>> from datasets import get_dataset_split_names\r\n>>> get_dataset_split_names(\"codeparrot/xlcost-text-to-code\", \"C++-snippet-level\")\r\nTraceback (most recent call last):\r\n File \"/home/slesage/hf/datasets-server/services/...
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Added the ability for a DatasetDict to remove additional nested layers within its features to avoid conflicts when collating. It is meant to accompany [this PR](https://github.com/huggingface/transformers/pull/18119) to resolve the same issue [#15505](https://github.com/huggingface/transformers/issues/15505). @stas0...
2022-07-21T15:55:26Z
4,679
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2022-07-13T21:49:37Z
https://api.github.com/repos/huggingface/datasets/issues/4679/comments
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Added method to remove excess nesting in a DatasetDict
https://api.github.com/repos/huggingface/datasets/issues/4679/events
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2022-07-21T10:55:02Z
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PR_kwDODunzps47XX67
[ "Hi ! I think the issue you linked is closed and suggests to use `remove_columns`.\r\n\r\nMoreover if you end up with a dataset with an unnecessarily nested data, please modify your processing functions to not output nested data, or use `map(..., batched=True)` if you function take batches as input", "Hi @lhoestq...
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## Describe the bug I am trying to pass a streaming version of c4 to a dataloader, but it can't be passed after I call `dataset.take(n)`. Some functions such as `shuffle()` can be applied without breaking the dataloader but not take. ## Steps to reproduce the bug ```python import datasets import torch dset = ...
2022-07-14T13:07:21Z
4,678
null
https://api.github.com/repos/huggingface/datasets
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2022-07-13T17:34:18Z
https://api.github.com/repos/huggingface/datasets/issues/4678/comments
null
https://api.github.com/repos/huggingface/datasets/issues/4678/timeline
Cant pass streaming dataset to dataloader after take()
https://api.github.com/repos/huggingface/datasets/issues/4678/events
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I_kwDODunzps5NtYP4
[ "Hi! Calling `take` on an iterable/streamable dataset makes it not possible to shard the dataset, which in turn disables multi-process loading (attempts to split the workload over the shards), so to go past this limitation, you can either use single-process loading in `DataLoader` (`num_workers=None`) or fetch the ...
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## Describe the bug When pushing a dataset, the client errors randomly with `Bad Request for url:...`. At the next call, a new parquet file is created for each shard. The client may fail at any random shard. ## Steps to reproduce the bug ```python dataset.push_to_hub("ORG/DATASET", private=True, branch="main") ...
2023-02-07T13:54:10Z
4,677
null
https://api.github.com/repos/huggingface/datasets
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2022-07-12T15:56:44Z
https://api.github.com/repos/huggingface/datasets/issues/4677/comments
null
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Random 400 Client Error when pushing dataset
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2023-02-07T13:54:10Z
null
I_kwDODunzps5NnuMI
[ "did you ever fix this? I'm experiencing the same", "I am having the same issue. Even the simple example from the documentation gives me the 400 Error\r\n\r\n\r\n> from datasets import load_dataset\r\n> \r\n> dataset = load_dataset(\"stevhliu/demo\")\r\n> dataset.push_to_hub(\"processed_demo\")\r\n\r\n\r\n`reques...
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