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1,991,514,079
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6,407
Loading the dataset from private S3 bucket gives "TypeError: cannot pickle '_contextvars.Context' object"
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[ "I have encountered the same problem with `datasets-2.20.0`. \r\n\r\nI found the following workaround for this issue (including the fix from #6598):\r\n1. specify the AWS profile name in the `storage_options` instead of passing an existing session object\r\n2. use a custom `DownloadConfig` object to fix #6598\r\n3....
2023-11-13T21:27:43Z
2024-07-30T12:35:09Z
null
NONE
null
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### Describe the bug I'm trying to read the parquet file from the private s3 bucket using the `load_dataset` function, but I receive `TypeError: cannot pickle '_contextvars.Context' object` error I'm working on a machine with `~/.aws/credentials` file. I can't give credentials and the path to a file in a private bu...
null
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CI Build PR Documentation is broken: ImportError: cannot import name 'TypeAliasType' from 'typing_extensions'
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2023-11-13T11:36:10Z
2023-11-14T10:05:36Z
2023-11-14T10:05:36Z
MEMBER
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Our CI Build PR Documentation is broken. See: https://github.com/huggingface/datasets/actions/runs/6799554060/job/18486828777?pr=6390 ``` ImportError: cannot import name 'TypeAliasType' from 'typing_extensions' ```
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6,405
ConfigNamesError on a simple CSV file
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[ "The viewer is working now. \r\n\r\nBased on the repo commit history, the bug was due to the incorrect format of the `features` field in the README YAML (`Value` requires `dtype`, e.g., `Value(\"string\")`, but it was not specified)", "Feel free to close the issue", "Oh, OK! Thanks. So, there was no reason to o...
2023-11-13T10:28:29Z
2023-11-13T20:01:24Z
2023-11-13T20:01:24Z
COLLABORATOR
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See https://huggingface.co/datasets/Nguyendo1999/mmath/discussions/1 ``` Error code: ConfigNamesError Exception: TypeError Message: __init__() missing 1 required positional argument: 'dtype' Traceback: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runn...
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6,404
Support pyarrow 14.0.1 and fix vulnerability CVE-2023-47248
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-11-13T09:15:39Z
2023-11-14T10:29:48Z
2023-11-14T10:23:29Z
MEMBER
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Support `pyarrow` 14.0.1 and fix vulnerability [CVE-2023-47248](https://github.com/advisories/GHSA-5wvp-7f3h-6wmm). Fix #6396.
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Cannot import datasets on google colab (python 3.10.12)
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[ "You are most likely using an outdated version of `datasets` in the notebook, which can be verified with the `!datasets-cli env` command. You can run `!pip install -U datasets` to update the installation.", "okay, it works! thank you so much! 😄 " ]
2023-11-13T08:14:43Z
2023-11-16T05:04:22Z
2023-11-16T05:04:21Z
NONE
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### Describe the bug I'm trying A full colab demo notebook of zero-shot-distillation from https://github.com/huggingface/transformers/tree/main/examples/research_projects/zero-shot-distillation but i got this type of error when importing datasets on my google colab (python version is 3.10.12) ![image](https://gith...
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Update torch_formatter.py
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6402). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2023-11-11T19:40:41Z
2024-03-15T11:31:53Z
2024-03-15T11:25:37Z
CONTRIBUTOR
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Ensure PyTorch images are converted to (C, H, W) instead of (H, W, C). See #6394 for motivation.
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dataset = load_dataset("Hyperspace-Technologies/scp-wiki-text") not working
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[ "Seems like it's a problem with the dataset, since in the [README](https://huggingface.co/datasets/Hyperspace-Technologies/scp-wiki-text/blob/main/README.md) the validation is not specified. Try cloning the dataset, removing the README (or validation split), and loading it locally/ ", "@VarunNSrivastava thanks br...
2023-11-11T04:09:07Z
2023-11-20T17:45:20Z
2023-11-20T17:45:20Z
NONE
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### Describe the bug ``` (datasets) mruserbox@guru-X99:/media/10TB_HHD/_LLM_DATASETS$ python dataset.py Downloading readme: 100%|███████████████████████████████████| 360/360 [00:00<00:00, 2.16MB/s] Downloading data: 100%|█████████████████████████████████| 65.1M/65.1M [00:19<00:00, 3.38MB/s] Downloading data: 100...
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Safely load datasets by disabling execution of dataset loading script
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[ "great idea IMO\r\n\r\nthis could be a `trust_remote_code=True` flag like in transformers. We could also default to loading the Parquet conversion rather than executing code (for dataset repos that have both)", "@julien-c that would be great!", "We added the `trust_remote_code` argument to `load_dataset()` in `...
2023-11-10T23:48:29Z
2024-06-13T15:56:13Z
2024-06-13T15:56:13Z
NONE
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### Feature request Is there a way to disable execution of dataset loading script using `load_dataset`? This is a security vulnerability that could lead to arbitrary code execution. Any suggested workarounds are welcome as well. ### Motivation This is a security vulnerability that could lead to arbitrary code e...
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TypeError: Cannot convert pyarrow.lib.ChunkedArray to pyarrow.lib.Array
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[ "Seconding encountering this issue." ]
2023-11-10T20:48:46Z
2024-06-22T00:13:48Z
null
NONE
null
null
null
null
### Describe the bug Hi, I am preprocessing a large custom dataset with numpy arrays. I am running into this TypeError during writing in a dataset.map() function. I've tried decreasing writer batch size, but this error persists. This error does not occur for smaller datasets. Thank you! ### Steps to repro...
null
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6,398
Remove redundant condition in builders
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-11-10T14:56:43Z
2023-11-14T10:49:15Z
2023-11-14T10:43:00Z
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Minor refactoring to remove redundant condition.
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6,397
Raise a different exception for inexisting dataset vs files without known extension
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2023-11-10T13:22:14Z
2023-11-22T15:12:34Z
2023-11-22T15:12:34Z
COLLABORATOR
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See https://github.com/huggingface/datasets-server/issues/2082#issuecomment-1805716557 We have the same error for: - https://huggingface.co/datasets/severo/a_dataset_that_does_not_exist: a dataset that does not exist - https://huggingface.co/datasets/severo/test_files_without_extension: a dataset with files withou...
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Issue with pyarrow 14.0.1
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[ "Looks like we should stop using `PyExtensionType` and use `ExtensionType` instead\r\n\r\nsee https://github.com/apache/arrow/commit/f14170976372436ec1d03a724d8d3f3925484ecf", "https://github.com/huggingface/datasets-server/pull/2089#pullrequestreview-1724449532\r\n\r\n> Yes, I understand now: they have disabled ...
2023-11-10T10:02:12Z
2025-08-19T18:13:30Z
2023-11-14T10:23:30Z
COLLABORATOR
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See https://github.com/huggingface/datasets-server/pull/2089 for reference ``` from datasets import (Array2D, Dataset, Features) feature_type = Array2D(shape=(2, 2), dtype="float32") content = [[0.0, 0.0], [0.0, 0.0]] features = Features({"col": feature_type}) dataset = Dataset.from_dict({"col": [content]}, fea...
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6,395
Add ability to set lock type
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[ "We've replaced our filelock implementation with the `filelock` package, so their repo is the right place to request this feature.\r\n\r\nIn the meantime, the following should work: \r\n```python\r\nimport filelock\r\nfilelock.FileLock = filelock.SoftFileLock\r\n\r\nimport datasets\r\n...\r\n```" ]
2023-11-09T22:12:30Z
2023-11-23T18:50:00Z
2023-11-23T18:50:00Z
NONE
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### Feature request Allow setting file lock type, maybe from an environment variable Currently, it only depends on whether fnctl is available: https://github.com/huggingface/datasets/blob/12ebe695b4748c5a26e08b44ed51955f74f5801d/src/datasets/utils/filelock.py#L463-L470C16 ### Motivation In my environment...
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I_kwDODunzps52XyXs
6,394
TorchFormatter images (H, W, C) instead of (C, H, W) format
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[ "Here's a PR for that. https://github.com/huggingface/datasets/pull/6402\r\n\r\nIt's not backward compatible, unfortunately. ", "Just ran into this working on data lib that's attempting to achieve common interfaces across hf datasets, webdataset, native torch style datasets. The defacto standards for image tensor...
2023-11-09T16:02:15Z
2024-04-11T12:40:16Z
2024-04-11T12:40:16Z
CONTRIBUTOR
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### Describe the bug Using .set_format("torch") leads to images having shape (H, W, C), the same as in numpy. However, pytorch normally uses (C, H, W) format. Maybe I'm missing something but this makes the format a lot less useful as I then have to permute it anyways. If not using the format it is possible to ...
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I_kwDODunzps52T19r
6,393
Filter occasionally hangs
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[ "It looks like I may not be the first to encounter this: https://github.com/huggingface/datasets/issues/3172", "Adding some more information, it seems to occur more frequently with large (millions of samples) datasets.", "More information. My code is structured as (1) load (2) map (3) filter (4) filter. It was ...
2023-11-09T06:18:30Z
2025-02-22T00:49:19Z
2025-02-22T00:49:19Z
CONTRIBUTOR
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### Describe the bug A call to `.filter` occasionally hangs (after the filter is complete, according to tqdm) There is a trace produced ``` Exception ignored in: <function Dataset.__del__ at 0x7efb48130c10> Traceback (most recent call last): File "/usr/lib/python3/dist-packages/datasets/arrow_dataset.py", l...
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6,392
`push_to_hub` is not robust to hub closing connection
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[ "Hi! We made some improvements to `push_to_hub` to make it more robust a couple of weeks ago but haven't published a release in the meantime, so it would help if you could install `datasets` from `main` (`pip install https://github.com/huggingface/datasets`) and let us know if this improved version of `push_to_hub`...
2023-11-08T20:44:53Z
2023-12-20T07:28:24Z
2023-12-01T17:51:34Z
NONE
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### Describe the bug Like to #6172, `push_to_hub` will crash if Hub resets the connection and raise the following error: ``` Pushing dataset shards to the dataset hub: 32%|███▏ | 54/171 [06:38<14:23, 7.38s/it] Traceback (most recent call last): File "/admin/home-piraka9011/.virtualenvs/w2v2/lib/python3.8/...
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6,391
Webdataset dataset builder
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I added an error message if the first examples don't appear to be in webdataset format\r\n```\r\n\"The TAR archives of the dataset should be in Webdataset format, \"\r\n\"but the files in the archive don't share the same prefix or th...
2023-11-08T17:31:59Z
2024-05-22T16:51:08Z
2023-11-28T16:33:10Z
MEMBER
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Allow `load_dataset` to support the Webdataset format. It allows users to download/stream data from local files or from the Hugging Face Hub. Moreover it will enable the Dataset Viewer for Webdataset datasets on HF. ## Implementation details - I added a new Webdataset builder - dataset with TAR files are n...
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6,390
handle future deprecation argument
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-11-08T14:21:25Z
2023-11-21T02:10:24Z
2023-11-14T15:15:59Z
CONTRIBUTOR
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getting this error: ``` /root/miniconda3/envs/py3.10/lib/python3.10/site-packages/datasets/table.py:1387: FutureWarning: promote has been superseded by mode='default'. return cls._concat_blocks(pa_tables_to_concat_vertically, axis=0) ``` Since datasets supports arrow greater than 8.0.0, we need to handle both ...
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1,983,545,744
I_kwDODunzps52OoGQ
6,389
Index 339 out of range for dataset of size 339 <-- save_to_file()
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[ "Hi! Can you make the above reproducer self-contained by adding code that generates the data?", "I managed a workaround eventually but I don't know what it was (I made a lot of changes to seq2seq). I'll try to include generating code in the future. (If I close, I don't know if you see it. Feel free to close; I'l...
2023-11-08T12:52:09Z
2023-11-24T09:14:13Z
null
NONE
null
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### Describe the bug When saving out some Audio() data. The data is audio recordings with associated 'sentences'. (They use the audio 'bytes' approach because they're clips within audio files). Code is below the traceback (I can't upload the voice audio/text (it's not even me)). ``` Traceback (most recent call ...
null
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1,981,136,093
I_kwDODunzps52Fbzd
6,388
How to create 3d medical imgae dataset?
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2023-11-07T11:27:36Z
2023-11-07T11:28:53Z
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### Feature request I am newer to huggingface, after i look up `datasets` docs, I can't find how to create the dataset contains 3d medical image (ends with '.mhd', '.dcm', '.nii') ### Motivation help us to upload 3d medical dataset to huggingface! ### Your contribution I'll submit a PR if I find a way to...
null
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1,980,224,020
I_kwDODunzps52B9IU
6,387
How to load existing downloaded dataset ?
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[ "Feel free to use `dataset.save_to_disk(...)`, then scp the directory containing the saved dataset and reload it on your other machine using `dataset = load_from_disk(...)`" ]
2023-11-06T22:51:44Z
2023-11-16T18:07:01Z
2023-11-16T18:07:01Z
NONE
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Hi @mariosasko @lhoestq @katielink Thanks for your contribution and hard work. ### Feature request First, I download a dataset as normal by: ``` from datasets import load_dataset dataset = load_dataset('username/data_name', cache_dir='data') ``` The dataset format in `data` directory will be: ``` ...
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1,979,878,014
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6,386
Formatting overhead
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[ "Ah I think the `line-profiler` log is off-by-one and it is in fact the `extract_batch` method that's taking forever. Will investigate further.", "I tracked it down to a quirk of my setup. Apologies." ]
2023-11-06T19:06:38Z
2023-11-06T23:56:12Z
2023-11-06T23:56:12Z
NONE
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### Describe the bug Hi! I very recently noticed that my training time is dominated by batch formatting. Using Lightning's profilers, I located the bottleneck within `datasets.formatting.formatting` and then narrowed it down with `line-profiler`. It turns out that almost all of the overhead is due to creating new inst...
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Get an error when i try to concatenate the squad dataset with my own dataset
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[ "The `answers.text` field in the JSON dataset needs to be a list of strings, not a string.\r\n\r\nSo, here is the fixed code:\r\n```python\r\nfrom huggingface_hub import notebook_login\r\nfrom datasets import load_dataset\r\n\r\n\r\n\r\nnotebook_login(\"mymailadresse\", \"mypassword\")\r\nsquad = load_dataset(\"squ...
2023-11-06T14:29:22Z
2023-11-06T16:50:45Z
2023-11-06T16:50:45Z
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### Describe the bug Hello, I'm new here and I need to concatenate the squad dataset with my own dataset i created. I find the following error when i try to do it: Traceback (most recent call last): Cell In[9], line 1 concatenated_dataset = concatenate_datasets([train_dataset, dataset1]) File ~\ana...
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6,384
Load the local dataset folder from other place
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[ "Solved" ]
2023-11-06T13:07:04Z
2023-11-19T05:42:06Z
2023-11-19T05:42:05Z
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This is from https://github.com/huggingface/diffusers/issues/5573
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1,978,189,389
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imagenet-1k downloads over and over
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[ "Have you solved this problem?" ]
2023-11-06T02:58:58Z
2024-06-12T13:15:00Z
2023-11-06T06:02:39Z
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### Describe the bug What could be causing this? ``` $ python3 Python 3.8.13 (default, Mar 28 2022, 11:38:47) [GCC 7.5.0] :: Anaconda, Inc. on linux Type "help", "copyright", "credits" or "license" for more information. >>> from datasets import load_dataset >>> load_dataset("imagenet-1k") Downloading builder ...
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6,382
Add CheXpert dataset for vision
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[ "Hey @SauravMaheshkar ! Just responded to your email.\r\n\r\n_For transparency, copying part of my response here:_\r\nI agree, it would be really great to have this and other BenchMD datasets easily accessible on the hub.\r\n\r\nI think the main limiting factor is that the ChexPert dataset is currently hosted on th...
2023-11-04T15:36:11Z
2024-01-10T11:53:52Z
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### Feature request ### Name **CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison** ### Paper https://arxiv.org/abs/1901.07031 ### Data https://stanfordaimi.azurewebsites.net/datasets/8cbd9ed4-2eb9-4565-affc-111cf4f7ebe2 ### Motivation CheXpert is one of the fund...
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Add my dataset
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[ "Hi! We do not host datasets in this repo. Instead, you should use `dataset.push_to_hub` to upload the dataset to the HF Hub.", "@mariosasko could you provide me proper guide to push data on HF hub ", "You can find this info here: https://huggingface.co/docs/datasets/upload_dataset. Also, check https://huggingf...
2023-11-02T20:59:52Z
2023-11-08T14:37:46Z
2023-11-06T15:50:14Z
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## medical data **Description:** This dataset, named "medical data," is a collection of text data from various sources, carefully curated and cleaned for use in natural language processing (NLP) tasks. It consists of a diverse range of text, including articles, books, and online content, covering topics from scienc...
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Fix for continuation behaviour on broken dataset archives due to starving download connections via HTTP-GET
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2023-11-02T17:28:23Z
2023-11-02T17:31:19Z
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This PR proposes a (slightly hacky) fix for an Issue that can occur when downloading large dataset parts over unstable connections. The underlying issue is also being discussed in https://github.com/huggingface/datasets/issues/5594. Issue Symptoms & Behaviour: - Download of a large archive file during dataset down...
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Avoid redundant warning when encoding NumPy array as `Image`
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-11-02T16:37:58Z
2023-11-06T17:53:27Z
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Avoid a redundant warning in `encode_np_array` by removing the identity check as NumPy `dtype`s can be equal without having identical `id`s. Additionally, fix "unreachable" checks in `encode_np_array`.
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Support pyarrow 14.0.0
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Support `pyarrow` 14.0.0. Fix #6377 and fix #6374 (root cause). This fix is analog to a previous one: - #6175
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Support pyarrow 14.0.0
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Support pyarrow 14.0.0 by fixing the root cause of: - #6374 and revert: - #6375
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Caching problem when deleting a dataset
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[ "Thanks for reporting! Can you also share the error message printed in step 5?", "I did not store it at the time but I'll try to re-do a mwe next week to get it again", "I haven't managed to reproduce this issue using a [notebook](https://colab.research.google.com/drive/1m6eduYun7pFTkigrCJAFgw0BghlbvXIL?usp=sha...
2023-11-02T10:15:58Z
2023-12-04T16:53:34Z
2023-12-04T16:53:33Z
MEMBER
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### Describe the bug Pushing a dataset with n + m features to a repo which was deleted, but contained n features, will fail. ### Steps to reproduce the bug 1. Create a dataset with n features per row 2. `dataset.push_to_hub(YOUR_PATH, SPLIT, token=TOKEN)` 3. Go on the hub, delete the repo at `YOUR_PATH` 4. Update...
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Temporarily pin pyarrow < 14.0.0
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
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Temporarily pin `pyarrow` < 14.0.0 until permanent solution is found. Hot fix #6374.
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CI is broken: TypeError: Couldn't cast array
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See: https://github.com/huggingface/datasets/actions/runs/6730567226/job/18293518039 ``` FAILED tests/test_table.py::test_cast_sliced_fixed_size_array_to_features - TypeError: Couldn't cast array of type fixed_size_list<item: int32>[3] to Sequence(feature=Value(dtype='int64', id=None), length=3, id=None) ```
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Fix typo in `Dataset.map` docstring
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
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CONTRIBUTOR
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do not try to download from HF GCS for generator
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
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attempt to fix https://github.com/huggingface/datasets/issues/6371
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`Dataset.from_generator` should not try to download from HF GCS
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[ "Indeed, setting `try_from_gcs` to `False` makes sense for `from_generator`.\r\n\r\nWe plan to deprecate and remove `try_from_hf_gcs` soon, as we can use Hub for file hosting now, but this is a good temporary fix.\r\n" ]
2023-11-01T17:36:17Z
2023-11-02T15:52:10Z
2023-11-02T15:52:10Z
CONTRIBUTOR
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### Describe the bug When using [`Dataset.from_generator`](https://github.com/huggingface/datasets/blob/c9c1166e1cf81d38534020f9c167b326585339e5/src/datasets/arrow_dataset.py#L1072) with `streaming=False`, the internal logic will call [`download_and_prepare`](https://github.com/huggingface/datasets/blob/main/src/datas...
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6,370
TensorDataset format does not work with Trainer from transformers
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[ "I figured it out. I found that `Trainer` does not work with TensorDataset even though the document says it uses it. Instead, I ended up creating a dictionary and converting it to a dataset using `dataset.Dataset.from_dict()`.\r\n\r\nI will leave this post open for a while. If someone knows a better approach, pleas...
2023-11-01T10:09:54Z
2023-11-29T16:31:08Z
2023-11-29T16:31:08Z
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### Describe the bug The model was built to do fine tunning on BERT model for relation extraction. trainer.train() returns an error message ```TypeError: vars() argument must have __dict__ attribute``` when it has `train_dataset` generated from `torch.utils.data.TensorDataset` However, in the document, the req...
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6,369
Multi process map did not load cache file correctly
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[ "The inconsistency may be caused by the usage of \"update_fingerprint\" and setting \"trust_remote_code\" to \"True.\"\r\nWhen the tokenizer employs \"trust_remote_code,\" the behavior of the map function varies with each code execution. Even if the remote code of the tokenizer remains the same, the result of \"ash...
2023-11-01T06:36:54Z
2023-11-30T16:04:46Z
2023-11-30T16:04:45Z
NONE
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### Describe the bug When I was training model on Multiple GPUs by DDP, the dataset is tokenized multiple times after main process. ![1698820541284](https://github.com/huggingface/datasets/assets/14285786/0b2fe054-54d8-4e00-96e6-6ca5b69e662b) ![1698820501568](https://github.com/huggingface/datasets/assets/142857...
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Fix python formatting for complex types in `format_table`
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-31T19:48:08Z
2023-11-02T14:42:28Z
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Fix #6366
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Fix time measuring snippet in docs
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-10-31T17:57:17Z
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Fix https://discuss.huggingface.co/t/attributeerror-enter/60509
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with_format() function returns bytes instead of PIL images even when image column is not part of "columns"
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[ "Thanks for reporting! I've opened a PR with a fix." ]
2023-10-31T11:10:48Z
2023-11-02T14:21:17Z
2023-11-02T14:21:17Z
NONE
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### Describe the bug When using the with_format() function on a dataset containing images, even if the image column is not part of the columns provided in the function, its type will be changed to bytes. Here is a minimal reproduction of the bug: https://colab.research.google.com/drive/1hyaOspgyhB41oiR1-tXE3k_gJCdJU...
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6,365
Parquet size grows exponential for categorical data
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2023-10-31T10:29:02Z
2023-10-31T10:49:17Z
2023-10-31T10:49:17Z
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### Describe the bug It seems that when saving a data frame with a categorical column inside the size can grow exponentially. This seems to happen because when we save the categorical data to parquet, we are saving the data + all the categories existing in the original data. This happens even when the categories ar...
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ArrowNotImplementedError: Unsupported cast from string to list using function cast_list
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[ "You can use the following code to load this CSV with the list values preserved:\r\n```python\r\nfrom datasets import load_dataset\r\nimport ast\r\n\r\nconverters = {\r\n \"contexts\" : ast.literal_eval,\r\n \"ground_truths\" : ast.literal_eval,\r\n}\r\n\r\nds = load_dataset(\"csv\", data_files=\"golden_datas...
2023-10-30T20:14:01Z
2023-10-31T19:21:23Z
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Hi, I am trying to load a local csv dataset(similar to explodinggradients_fiqa) using load_dataset. When I try to pass features, I am facing the mentioned issue. CSV Data sample(golden_dataset.csv): Question | Context | answer | groundtruth "what is abc?"...
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dataset.transform() hangs indefinitely while finetuning the stable diffusion XL
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[ "I think the code hangs on the `accelerator.main_process_first()` context manager exit. To verify this, you can append a print statement to the end of the `accelerator.main_process_first()` block. \r\n\r\n\r\nIf the problem is in `with_transform`, it would help if you could share the error stack trace printed when...
2023-10-30T17:34:05Z
2023-11-22T00:29:21Z
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### Describe the bug Multi-GPU fine-tuning the stable diffusion X by following https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/README_sdxl.md hangs indefinitely. ### Steps to reproduce the bug accelerate launch train_text_to_image_sdxl.py --pretrained_model_name_or_path=$MODEL_NAME --...
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Simplify filesystem logic
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
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Simplifies the existing filesystem logic (e.g., to avoid unnecessary if-else as mentioned in https://github.com/huggingface/datasets/pull/6098#issue-1827655071)
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Add support for `Sequence(Audio/Image)` feature in `push_to_hub`
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[ "This issue stems from https://github.com/huggingface/datasets/blob/6d2f2a5e0fea3827eccfd1717d8021c15fc4292a/src/datasets/table.py#L2203-L2205\r\n\r\nI'll address it as part of https://github.com/huggingface/datasets/pull/6283.\r\n\r\nIn the meantime, this should work\r\n\r\n```python\r\nimport pyarrow as pa\r\nfro...
2023-10-27T14:39:57Z
2024-02-06T19:24:20Z
2024-02-06T19:24:20Z
CONTRIBUTOR
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### Feature request Allow for `Sequence` of `Image` (or `Audio`) to be embedded inside the shards. ### Motivation Currently, thanks to #3685, when `embed_external_files` is set to True (which is the default) in `push_to_hub`, features of type `Image` and `Audio` are embedded inside the arrow/parquet shards, instead ...
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I_kwDODunzps51JUwX
6,359
Stuck in "Resolving data files..."
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[ "Most likely, the data file inference logic is the problem here.\r\n\r\nYou can run the following code to verify this:\r\n```python\r\nimport time\r\nfrom datasets.data_files import get_data_patterns\r\nstart_time = time.time()\r\nget_data_patterns(\"/path/to/img_dir\")\r\nend_time = time.time()\r\nprint(f\"Elapsed...
2023-10-27T12:01:51Z
2025-03-09T02:18:19Z
null
NONE
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### Describe the bug I have an image dataset with 300k images, the size of image is 768 * 768. When I run `dataset = load_dataset("imagefolder", data_dir="/path/to/img_dir", split='train')` in second time, it takes 50 minutes to finish "Resolving data files" part, what's going on in this part? From my understa...
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6,358
Mounting datasets cache fails due to absolute paths.
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[ "You may be able to make it work by tweaking some environment variables, such as [`HF_HOME`](https://huggingface.co/docs/huggingface_hub/main/en/package_reference/environment_variables#hfhome) or [`HF_DATASETS_CACHE`](https://huggingface.co/docs/datasets/cache#cache-directory).", "> You may be able to make it wor...
2023-10-27T08:20:27Z
2024-04-10T08:50:06Z
2023-11-28T14:47:12Z
NONE
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### Describe the bug Creating a datasets cache and mounting this into, for example, a docker container, renders the data unreadable due to absolute paths written into the cache. ### Steps to reproduce the bug 1. Create a datasets cache by downloading some data 2. Mount the dataset folder into a docker contain...
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6,357
Allow passing a multiprocessing context to functions that support `num_proc`
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[ "Are there any updates on this? This is still a problem when using Datasets inside Ray processes." ]
2023-10-27T02:31:16Z
2025-11-07T16:46:51Z
null
CONTRIBUTOR
null
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### Feature request Allow specifying [a multiprocessing context](https://docs.python.org/3/library/multiprocessing.html#contexts-and-start-methods) to functions that support `num_proc` or use multiprocessing pools. For example, the following could be done: ```python dataset = dataset.map(_func, num_proc=2, mp_cont...
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PR_kwDODunzps5d5Jri
6,356
Add `fsspec` version to the `datasets-cli env` command output
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-26T17:19:25Z
2023-10-26T18:42:56Z
2023-10-26T18:32:21Z
COLLABORATOR
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... to make debugging issues easier, as `fsspec`'s releases often introduce breaking changes.
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1,963,979,896
PR_kwDODunzps5d5B2B
6,355
More hub centric docs
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-10-26T16:54:46Z
2024-01-11T06:34:16Z
2023-10-30T17:32:57Z
MEMBER
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Let's have more hub-centric documentation in the datasets docs Tutorials - Add “Configure the dataset viewer” page - Change order: - Overview - and more focused on the Hub rather than the library - Then all the hub related things - and mention how to read/write with other tools like pandas - The...
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6,354
`IterableDataset.from_spark` does not support multiple workers in pytorch `Dataloader`
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[ "I am having issues as well with this. \r\n\r\nHowever, the error I am getting is :\r\n`RuntimeError: It appears that you are attempting to reference SparkContext from a broadcast variable, action, or transformation. SparkContext can only be used on the driver, not in code that it run on workers. For more informati...
2023-10-26T12:43:36Z
2024-12-10T14:06:06Z
null
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### Describe the bug Looks like `IterableDataset.from_spark` does not support multiple workers in pytorch `Dataloader` if I'm not missing anything. Also, returns not consistent error messages, which probably depend on the nondeterministic order of worker executions Some exampes I've encountered: ``` File "/l...
null
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6,353
load_dataset save_to_disk load_from_disk error
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[ "solved.\r\nfsspec version problem", "I'm using the latest datasets and fsspec , but still got this error!\r\n\r\ndatasets : Version: 2.13.0\r\n\r\nfsspec Version: 2023.10.0\r\n\r\n```\r\nFile \"/home/guoby/app/Anaconda3-2021.05/envs/news/lib/python3.8/site-packages/datasets/load.py\", line 1892, in load_from_...
2023-10-26T03:47:06Z
2024-04-03T05:31:01Z
2023-10-26T10:18:04Z
NONE
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### Describe the bug datasets version: 2.10.1 I `load_dataset `and `save_to_disk` sucessfully on windows10( **and I `load_from_disk(/LLM/data/wiki)` succcesfully on windows10**), and I copy the dataset `/LLM/data/wiki` into a ubuntu system, but when I `load_from_disk(/LLM/data/wiki)` on ubuntu, something weird ha...
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Error loading wikitext data raise NotImplementedError(f"Loading a dataset cached in a {type(self._fs).__name__} is not supported.")
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[ "+1 \r\n```\r\nFound cached dataset csv (file:///home/ubuntu/.cache/huggingface/datasets/theSquarePond___csv/theSquarePond--XXXXX-bbf0a8365d693d2c/0.0.0/eea64c71ca8b46dd3f537ed218fc9bf495d5707789152eb2764f5c78fa66d59d)\r\n---------------------------------------------------------------------------\r\nNotImplementedE...
2023-10-25T21:55:31Z
2024-03-19T16:46:22Z
2023-11-07T07:26:54Z
NONE
null
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I was trying to load the wiki dataset, but i got this error traindata = load_dataset('wikitext', 'wikitext-2-raw-v1', split='train') File "/home/aelkordy/.conda/envs/prune_llm/lib/python3.9/site-packages/datasets/load.py", line 1804, in load_dataset ds = builder_instance.as_dataset(split=split, verific...
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6,351
Fix use_dataset.mdx
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-10-25T18:21:08Z
2023-10-26T17:19:49Z
2023-10-26T17:10:27Z
CONTRIBUTOR
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The current example isn't working because it can't find `labels` inside the Dataset object. So I've added an extra step to the process. Tested and working in Colab.
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6,350
Different objects are returned from calls that should be returning the same kind of object.
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[ "`load_dataset` returns a `DatasetDict` object unless `split` is defined, in which case it returns a `Dataset` (or a list of datasets if `split` is a list). We've discussed dropping `DatasetDict` from the API in https://github.com/huggingface/datasets/issues/5189 to always return the same type in `load_dataset` an...
2023-10-25T17:08:39Z
2023-10-26T21:03:06Z
null
NONE
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### Describe the bug 1. dataset = load_dataset("togethercomputer/RedPajama-Data-1T-Sample", cache_dir=training_args.cache_dir, split='train[:1%]') 2. dataset = load_dataset("togethercomputer/RedPajama-Data-1T-Sample", cache_dir=training_args.cache_dir) The only difference I would expect these cal...
null
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1,961,435,673
I_kwDODunzps506SIZ
6,349
Can't load ds = load_dataset("imdb")
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[ "I'm unable to reproduce this error. The server hosting the files may have been down temporarily, so try again.", "getting the same error", "I am getting the following error:\r\nEnv: Python3.10\r\ndatasets: 2.10.1\r\nLinux: Amazon Linux2\r\n\r\n`Traceback (most recent call last):\r\n File \"<stdin>\", line 1, ...
2023-10-25T13:29:51Z
2024-03-20T15:09:53Z
2023-10-31T19:59:35Z
NONE
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### Describe the bug I did `from datasets import load_dataset, load_metric` and then `ds = load_dataset("imdb")` and it gave me the error: ExpectedMoreDownloadedFiles: {'http://ai.stanford.edu/~amaas/data/sentiment/aclImdb_v1.tar.gz'} I tried doing `ds = load_dataset("imdb",download_mode="force_redownload")` as we...
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6,348
Parquet stream-conversion fails to embed images/audio files from gated repos
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[ "I have created a project to stream audio in the datasets viewer on Hugging Face using Parquet.\n\nhttps://github.com/pr0mila/ParquetToHuggingFace" ]
2023-10-25T12:12:44Z
2025-04-17T12:21:43Z
null
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it seems to be an issue with datasets not passing the token to embed_table_storage when generating a dataset See https://github.com/huggingface/datasets-server/issues/2010
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Incorrect example code in 'Create a dataset' docs
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[ "This was fixed in https://github.com/huggingface/datasets/pull/6247. You can find the fix in the `main` version of the docs", "Ah great, thanks :)" ]
2023-10-24T11:01:21Z
2023-10-25T13:05:21Z
2023-10-25T13:05:21Z
NONE
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### Describe the bug On [this](https://huggingface.co/docs/datasets/create_dataset) page, the example code for loading in images and audio is incorrect. Currently, examples are: ``` python from datasets import ImageFolder dataset = load_dataset("imagefolder", data_dir="/path/to/pokemon") ``` and ``` python...
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Fix UnboundLocalError if preprocessing returns an empty list
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-10-24T08:38:43Z
2023-10-25T17:39:17Z
2023-10-25T16:36:38Z
CONTRIBUTOR
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If this tokenization function is used with IterableDatasets and no sample is as big as the context length, `input_batch` will be an empty list. ``` def tokenize(batch, tokenizer, context_length): outputs = tokenizer( batch["text"], truncation=True, max_length=context_length, r...
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6,345
support squad structure datasets using a YAML parameter
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2023-10-23T17:55:37Z
2023-10-23T17:55:37Z
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### Feature request Since the squad structure is widely used, I think it could be beneficial to support it using a YAML parameter. could you implement automatic data loading of squad-like data using squad JSON format, to read it from JSON files and view it in the correct squad structure. The dataset structure should...
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set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6344). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-10-23T15:13:28Z
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Remove unused argument in `_get_data_files_patterns`
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6340). All of your documentation changes will be reflected on that endpoint." ]
2023-10-23T11:10:22Z
2023-10-23T14:20:46Z
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(wrong release number - I was continuing the 2.14 branch but 2.14.5 was released from `main`)
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minor release step improvement
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-10-23T11:07:04Z
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pin fsspec before it switches to glob.glob
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[ "closing in favor of https://github.com/huggingface/datasets/pull/6337", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6338). All of your documentation changes will be reflected on that endpoint." ]
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Pin supported upper version of fsspec
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
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Pin upper version of `fsspec` to avoid disruptions introduced by breaking changes (and the need of urgent patch releases with hotfixes) on each release on their side. See: - #6331 - #6210 - #5731 - #5617 - #5447 I propose that we explicitly test, introduce fixes and support each new `fsspec` version release. ...
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unpin-fsspec
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6336). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
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Close #6333.
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Support fsspec 2023.10.0
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Fix #6333.
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datasets.filesystems: fix is_remote_filesystems
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Close #6330, close #6333. `fsspec.implementations.LocalFilesystem.protocol` was changed from `str` "file" to `tuple[str,...]` ("file", "local") in `fsspec>=2023.10.0` This commit supports both styles.
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Support fsspec 2023.10.0
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[ "Hi @albertvillanova @lhoestq \r\n\r\nI believe the pull request that pins the fsspec version (https://github.com/huggingface/datasets/pull/6331) was merged by mistake. Another fix for the issue was merged on the same day an hour apart. See https://github.com/huggingface/datasets/pull/6334\r\n\r\nI'm now having an ...
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Once root issue is fixed, remove temporary pin of fsspec < 2023.10.0 introduced by: - #6331 Related to issue: - #6330 As @ZachNagengast suggested, the issue might be related to: - https://github.com/fsspec/filesystem_spec/pull/1381
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Replace deprecated license_file in setup.cfg
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Replace deprecated license_file in `setup.cfg`. See: https://github.com/huggingface/datasets/actions/runs/6610930650/job/17953825724?pr=6331 ``` /tmp/pip-build-env-a51hls20/overlay/lib/python3.8/site-packages/setuptools/config/setupcfg.py:293: _DeprecatedConfig: Deprecated config in `setup.cfg` !! ...
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Temporarily pin fsspec < 2023.10.0
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-10-23T08:51:50Z
2023-10-23T09:26:42Z
2023-10-23T09:17:55Z
MEMBER
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Temporarily pin fsspec < 2023.10.0 until permanent solution is found. Hot fix #6330. See: https://github.com/huggingface/datasets/actions/runs/6610904287/job/17953774987 ``` ... ERROR tests/test_iterable_dataset.py::test_iterable_dataset_from_file - NotImplementedError: Loading a dataset cached in a LocalFileS...
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Latest fsspec==2023.10.0 issue with streaming datasets
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[ "I also encountered a similar error below.\r\nAppreciate the team could shed some light on this issue.\r\n\r\n```\r\n---------------------------------------------------------------------------\r\nNotImplementedError Traceback (most recent call last)\r\n[/home/ubuntu/work/EveryDream2trainer/pre...
2023-10-22T20:57:10Z
2025-06-09T22:00:16Z
2023-10-23T09:17:56Z
CONTRIBUTOR
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### Describe the bug Loading a streaming dataset with this version of fsspec fails with the following error: `NotImplementedError: Loading a streaming dataset cached in a LocalFileSystem is not supported yet.` I suspect the issue is with this PR https://github.com/fsspec/filesystem_spec/pull/1381 ### Steps ...
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شبکه های متن به گفتار ابتدا متن داده شده را به بازنمایی میانی
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شبکه های متن به گفتار ابتدا متن داده شده را به بازنمایی میانی
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2023-10-22T11:07:21Z
2023-10-23T09:22:38Z
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FileNotFoundError when trying to load the downloaded dataset with `load_dataset(..., streaming=True)`
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[ "You can clone the `togethercomputer/RedPajama-Data-1T-Sample` repo and load the dataset with `load_dataset(\"path/to/cloned_repo\")` to use it offline.", "@mariosasko Thank you for your kind reply! I'll try it as a workaround.\r\nDoes that mean that currently it's not supported to simply load with a short name?"...
2023-10-21T12:27:03Z
2023-10-23T18:50:07Z
2023-10-23T18:50:07Z
CONTRIBUTOR
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### Describe the bug Hi, I'm trying to load the dataset `togethercomputer/RedPajama-Data-1T-Sample` with `load_dataset` in streaming mode, i.e., `streaming=True`, but `FileNotFoundError` occurs. ### Steps to reproduce the bug I've downloaded the dataset and save it to the cache dir in advance. My hope is loadi...
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Create battery_analysis.py
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2023-10-21T10:07:48Z
2023-10-23T14:56:20Z
2023-10-23T14:56:20Z
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Create battery_analysis.py
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2023-10-21T10:06:37Z
2023-10-23T14:55:58Z
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Conversion to Arrow fails due to wrong type heuristic
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[ "Unlike Pandas, Arrow is strict with types, so converting the problematic strings to ints (or ints to strings) to ensure all the values have the same type is the only fix. \r\n\r\nJSON support has been requested in Arrow [here](https://github.com/apache/arrow/issues/32538), but I don't expect this to be implemented...
2023-10-20T23:20:58Z
2023-10-23T20:52:57Z
2023-10-23T20:52:57Z
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### Describe the bug I have a list of dictionaries with valid/JSON-serializable values. One key is the denominator for a paragraph. In 99.9% of cases its a number, but there are some occurences of '1a', '2b' and so on. If trying to convert this list to a dataset with `Dataset.from_list()`, I always get `ArrowI...
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Loading dataset from large GCS bucket very slow since 2.14
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[ "I've also encountered this issue recently and want to ask if this has been seen.\r\n\r\n@albertvillanova for visibility - I'm not sure who the right person is to tag, but I noticed you were active recently so perhaps you can direct this to the right person.\r\n\r\nThanks!" ]
2023-10-20T12:59:55Z
2024-09-03T18:42:33Z
null
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### Describe the bug Since updating to >2.14 we have very slow access to our parquet files on GCS when loading a dataset (>30 min vs 3s). Our GCS bucket has many objects and resolving globs is very slow. I could track down the problem to this change: https://github.com/huggingface/datasets/blame/bade7af74437347a76083...
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Fix regex `get_data_files` formatting for base paths
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> The reason why I used the the glob_pattern_to_regex in the entire pattern is because otherwise I got an error for Windows local paths: a base_path like 'C:\\\\Users\\\\runneradmin... made the function string_to_dict raise re.error:...
2023-10-19T19:45:10Z
2023-10-23T14:40:45Z
2023-10-23T14:31:21Z
CONTRIBUTOR
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With this pr https://github.com/huggingface/datasets/pull/6309, it is formatting the entire base path into regex, which results in the undesired formatting error `doesn't match the pattern` because of the line in `glob_pattern_to_regex`: `.replace("//", "/")`: - Input: `hf://datasets/...` - Output: `hf:/datasets/...`...
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Fix typos
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-10-19T16:24:35Z
2023-10-19T17:18:00Z
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Dataset slice splits can't load training and validation at the same time
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[ "The expression \"train+test\" concatenates the splits.\r\n\r\nThe individual splits as separate datasets can be obtained as follows:\r\n```python\r\ntrain_ds, test_ds = load_dataset(\"<dataset_name>\", split=[\"train\", \"test\"])\r\ntrain_10pct_ds, test_10pct_ds = load_dataset(\"<dataset_name>\", split=[\"train[:...
2023-10-19T16:09:22Z
2023-11-30T16:21:15Z
2023-11-30T16:21:15Z
NONE
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### Describe the bug According to the [documentation](https://huggingface.co/docs/datasets/v2.14.5/loading#slice-splits) is should be possible to run the following command: `train_test_ds = datasets.load_dataset("bookcorpus", split="train+test")` to load the train and test sets from the dataset. However ex...
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Datasets.map is severely broken
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[ "Hi! Instead of processing a single example at a time, you should use the batched `map` for the best performance (with `num_proc=1`) - the fast tokenizers can process a batch's samples in parallel in that scenario.\r\n\r\nE.g., the following code in Colab takes an hour to complete:\r\n```python\r\n# !pip install da...
2023-10-19T12:19:33Z
2024-08-08T17:05:08Z
null
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### Describe the bug Regardless of how many cores I used, I have 16 or 32 threads, map slows down to a crawl at around 80% done, lingers maybe until 97% extremely slowly and NEVER finishes the job. It just hangs. After watching this for 27 hours I control-C out of it. Until the end one process appears to be doing s...
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Deterministic set hash
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-10-19T12:19:13Z
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Sort the items in a set according to their `datasets.fingerprint.Hasher.hash` hash to get a deterministic hash of sets. This is useful to get deterministic hashes of tokenizers that use a trie based on python sets. reported in https://github.com/huggingface/datasets/issues/3847
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sentiment140 dataset unavailable
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[ "Thanks for reporting. We are investigating the issue.", "We have opened an issue in the corresponding Hub dataset: https://huggingface.co/datasets/sentiment140/discussions/3\r\n\r\nLet's continue the discussion there." ]
2023-10-19T11:25:21Z
2023-10-19T13:04:56Z
2023-10-19T13:04:56Z
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### Describe the bug loading the dataset using load_dataset("sentiment140") returns the following error ConnectionError: Couldn't reach http://cs.stanford.edu/people/alecmgo/trainingandtestdata.zip (error 403) ### Steps to reproduce the bug Run the following code (version should not matter). ``` from data...
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Fix loading Hub datasets with CSV metadata file
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-19T10:21:34Z
2023-10-20T06:23:21Z
2023-10-20T06:14:09Z
MEMBER
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Currently, the reading of the metadata file infers the file extension (.jsonl or .csv) from the passed filename. However, downloaded files from the Hub don't have file extension. For example: - the original file: `hf://datasets/__DUMMY_TRANSFORMERS_USER__/test-dataset-5916a4-16977085077831/metadata.jsonl` - correspon...
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Hub datasets with CSV metadata raise ArrowInvalid: JSON parse error: Invalid value. in row 0
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2023-10-19T10:11:29Z
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When trying to load a Hub dataset that contains a CSV metadata file, it raises an `ArrowInvalid` error: ``` E pyarrow.lib.ArrowInvalid: JSON parse error: Invalid value. in row 0 pyarrow/error.pxi:100: ArrowInvalid ``` See: https://huggingface.co/datasets/lukarape/public_small_papers/discussions/1
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Support creating new branch in push_to_hub
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2023-10-19T09:12:39Z
2023-10-19T09:20:06Z
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This adds support for creating a new branch when pushing a dataset to the hub. Tested both methods locally and branches are created.
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Fix commit message formatting in multi-commit uploads
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
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Currently, the commit message keeps on adding: - `Upload dataset (part 00000-of-00002)` - `Upload dataset (part 00000-of-00002) (part 00001-of-00002)` Introduced in https://github.com/huggingface/datasets/pull/6269 This PR fixes this issue to have - `Upload dataset (part 00000-of-00002)` - `Upload dataset...
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docs: resolving namespace conflict, refactored variable
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-18T16:10:59Z
2023-10-19T16:31:59Z
2023-10-19T16:23:07Z
CONTRIBUTOR
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In docs of about_arrow.md, in the below example code ![image](https://github.com/huggingface/datasets/assets/74114936/fc70e152-e15f-422e-949a-1c4c4c9aa116) The variable name 'time' was being used in a way that could potentially lead to a namespace conflict with Python's built-in 'time' module. It is not a good conven...
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cast_column to Sequence with length=4 occur exception raise in datasets/table.py:2146
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[ "Thanks for reporting! We've spotted the bugs with the `array.values` handling and are fixing them in https://github.com/huggingface/datasets/pull/6283 (should be part of the next release).", "> Thanks for reporting! We've spotted the bugs with the `array.values` handling and are fixing them in #6283 (should be p...
2023-10-18T09:38:05Z
2024-02-06T19:24:20Z
2024-02-06T19:24:20Z
NONE
null
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### Describe the bug i load a dataset from local csv file which has 187383612 examples, then use `map` to generate new columns for test. here is my code : ``` import os from datasets import load_dataset from datasets.features import Sequence, Value def add_new_path(example): example["ais_bbox"] =...
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PR_kwDODunzps5dBPnY
6,310
Add return_file_name in load_dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6310). All of your documentation changes will be reflected on that endpoint.", "> Thanks for the change !\r\n> \r\n> Since `return` in python often refers to what is actually returned by the function (here `load_dataset`), I th...
2023-10-17T13:36:57Z
2024-08-09T11:51:55Z
2024-07-31T13:56:50Z
NONE
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Proposition to fix #5806. Added an optional parameter `return_file_name` in the dataset builder config. When set to `True`, the function will include the file name corresponding to the sample in the returned output. There is a difference between arrow-based and folder-based datasets to return the file name: - fo...
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6,309
Fix get_data_patterns for directories with the word data twice
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-17T09:00:39Z
2023-10-18T14:01:52Z
2023-10-18T13:50:35Z
MEMBER
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Before the fix, `get_data_patterns` inferred wrongly the split name for paths with the word "data" twice: - For the URL path: `hf://datasets/piuba-bigdata/articles_and_comments@f328d536425ae8fcac5d098c8408f437bffdd357/data/train-00001-of-00009.parquet` (note the org name `piuba-bigdata/` ending with `data/`) - The in...
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module 'resource' has no attribute 'error'
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[ "This (Windows) issue was fixed in `fsspec` in https://github.com/fsspec/filesystem_spec/pull/1275. So, to avoid the error, update the `fsspec` installation with `pip install -U fsspec`.", "> This (Windows) issue was fixed in `fsspec` in [fsspec/filesystem_spec#1275](https://github.com/fsspec/filesystem_spec/pul...
2023-10-17T08:08:54Z
2023-10-25T17:09:22Z
2023-10-25T17:09:22Z
NONE
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### Describe the bug just run import: `from datasets import load_dataset` and then: ``` File "C:\ProgramData\anaconda3\envs\py310\lib\site-packages\datasets\__init__.py", line 22, in <module> from .arrow_dataset import Dataset File "C:\ProgramData\anaconda3\envs\py310\lib\site-packages\datasets\arrow...
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Fix typo in code example in docs
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-10-17T02:28:50Z
2023-10-17T12:59:26Z
2023-10-17T06:36:19Z
CONTRIBUTOR
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pyinstaller : OSError: could not get source code
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[ "more information:\r\n``` \r\nFile \"text2vec\\__init__.py\", line 8, in <module>\r\nFile \"<frozen importlib._bootstrap>\", line 1027, in _find_and_load\r\nFile \"<frozen importlib._bootstrap>\", line 1006, in _find_and_load_unlocked\r\nFile \"<frozen importlib._bootstrap>\", line 688, in _load_unlocked\r\nFile \"...
2023-10-17T01:41:51Z
2023-11-02T07:24:51Z
2023-10-18T14:03:42Z
NONE
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### Describe the bug I ran a package with pyinstaller and got the following error: ### Steps to reproduce the bug ``` ... File "datasets\__init__.py", line 52, in <module> File "<frozen importlib._bootstrap>", line 1027, in _find_and_load File "<frozen importlib._bootstrap>", line 1006, in _find_an...
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