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https://api.github.com/repos/huggingface/datasets/issues/5763
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1,670,476,302
PR_kwDODunzps5OcMI7
5,763
fix typo: "mow" -> "now"
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2023-04-17T06:03:44Z
2023-04-17T15:01:53Z
2023-04-17T14:54:46Z
CONTRIBUTOR
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I noticed a typo as I was reading the datasets documentation. This PR contains a trivial fix changing "mow" to "now."
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I_kwDODunzps5jjyjG
5,762
Not able to load the pile
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2023-04-17T03:09:10Z
2023-04-17T09:37:27Z
2023-04-17T09:37:27Z
NONE
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### Describe the bug Got this error when I am trying to load the pile dataset ``` TypeError: Couldn't cast array of type struct<file: string, id: string> to {'id': Value(dtype='string', id=None)} ``` ### Steps to reproduce the bug Please visit the following sample notebook https://colab.research.goo...
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I_kwDODunzps5jirSW
5,761
One or several metadata.jsonl were found, but not in the same directory or in a parent directory
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2023-04-16T16:21:55Z
2023-04-19T11:53:24Z
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### Describe the bug An attempt to generate a dataset from a zip archive using imagefolder and metadata.jsonl does not lead to the expected result. Tried all possible locations of the json file: the file in the archive is ignored (generated dataset contains only images), the file next to the archive like [here](http...
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1,670,028,072
I_kwDODunzps5jipso
5,760
Multi-image loading in Imagefolder dataset
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2023-04-16T16:01:05Z
2024-12-01T11:16:09Z
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### Feature request Extend the `imagefolder` dataloading script to support loading multiple images per dataset entry. This only really makes sense if a metadata file is present. Currently you can use the following format (example `metadata.jsonl`: ``` {'file_name': 'path_to_image.png', 'metadata': ...} ... `...
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5,759
Can I load in list of list of dict format?
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2023-04-16T13:50:14Z
2023-04-19T12:04:36Z
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### Feature request my jsonl dataset has following format: ``` [{'input':xxx, 'output':xxx},{'input:xxx,'output':xxx},...] [{'input':xxx, 'output':xxx},{'input:xxx,'output':xxx},...] ``` I try to use `datasets.load_dataset('json', data_files=path)` or `datasets.Dataset.from_json`, it raises ``` File "site-p...
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Fixes #5757
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2023-04-16T11:56:01Z
2023-04-20T15:37:49Z
2023-04-20T15:30:48Z
CONTRIBUTOR
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Fixes the bug #5757
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Tilde (~) is not supported
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2023-04-16T11:48:10Z
2023-04-20T15:30:51Z
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CONTRIBUTOR
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### Describe the bug It seems that `~` is not recognized correctly in local paths. Whenever I try to use it I get an exception ### Steps to reproduce the bug ```python load_dataset("imagefolder", data_dir="~/data/my_dataset") ``` Will generate the following error: ``` EmptyDatasetError: The directory at ...
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Calling shuffle on a IterableDataset with streaming=True, gives "ValueError: cannot reshape array"
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2023-04-16T04:59:47Z
2023-04-18T03:40:56Z
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### Describe the bug When calling shuffle on a IterableDataset with streaming=True, I get the following error: ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/administrator/Documents/Projects/huggingface/jax-diffusers-sprint-consistency-models/virtualenv/lib/python3.1...
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ImportError: cannot import name 'DeprecatedEnum' from 'datasets.utils.deprecation_utils'
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2023-04-14T23:28:54Z
2023-04-14T23:36:19Z
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### Describe the bug The module moved to new place? ### Steps to reproduce the bug in the import step, ```python from datasets.utils.deprecation_utils import DeprecatedEnum ``` error: ``` ImportError: cannot import name 'DeprecatedEnum' from 'datasets.utils.deprecation_utils' ``` ### Expected behavior...
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5,754
Minor tqdm fixes
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`GeneratorBasedBuilder`'s TQDM bars were not used as context managers. This PR fixes that (missed these bars in https://github.com/huggingface/datasets/pull/5560). Also, this PR modifies the single-proc `save_to_disk` to fix the issue with the TQDM bar not accumulating the progress in the multi-shard setting (again...
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[IterableDatasets] Add column followed by interleave datasets gives bogus outputs
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### Describe the bug If we add a new column to our iterable dataset using the hack described in #5752, when we then interleave datasets the new column is pinned to one value. ### Steps to reproduce the bug What we're going to do here is: 1. Load an iterable dataset in streaming mode (`original_dataset`) 2. A...
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Streaming dataset looses `.feature` method after `.add_column`
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### Describe the bug After appending a new column to a streaming dataset using `.add_column`, we can no longer access the list of dataset features using the `.feature` method. ### Steps to reproduce the bug ```python from datasets import load_dataset original_dataset = load_dataset("librispeech_asr", "clean", sp...
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Consistent ArrayXD Python formatting + better NumPy/Pandas formatting
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Return a list of lists instead of a list of NumPy arrays when converting the variable-shaped `ArrayXD` to Python. Additionally, improve the NumPy conversion by returning a numeric NumPy array when the offsets are equal or a NumPy object array when they aren't, and allow converting the variable-shaped `ArrayXD` to Panda...
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Fail to create datasets from a generator when using Google Big Query
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### Describe the bug Creating a dataset from a generator using `Dataset.from_generator()` fails if the generator is the [Google Big Query Python client](https://cloud.google.com/python/docs/reference/bigquery/latest). The problem is that the Big Query client is not pickable. And the function `create_config_id` tries t...
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AttributeError: 'Version' object has no attribute 'match'
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### Describe the bug When I run from datasets import load_dataset data = load_dataset("visual_genome", 'region_descriptions_v1.2.0') AttributeError: 'Version' object has no attribute 'match' ### Steps to reproduce the bug from datasets import load_dataset data = load_dataset("visual_genome", 'region_descripti...
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[BUG FIX] Issue 5739
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A fix for https://github.com/huggingface/datasets/issues/5739
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[WIP] Add Dataset.to_spark
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Fix link in docs
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Fixes a broken link in the use_with_pytorch docs
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[BUG FIX] Issue 5744
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A temporal fix for https://github.com/huggingface/datasets/issues/5744.
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[BUG] With Pandas 2.0.0, `load_dataset` raises `TypeError: read_csv() got an unexpected keyword argument 'mangle_dupe_cols'`
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The `load_dataset` function with Pandas `1.5.3` has no issue (just a FutureWarning) but crashes with Pandas `2.0.0`. For your convenience, I opened a draft Pull Request to fix it quickly: https://github.com/huggingface/datasets/pull/5745 --- * The FutureWarning mentioned above: ``` FutureWarning: the 'mangle_...
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dataclass.py in virtual environment is overriding the stdlib module "dataclasses"
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2023-04-17T12:23:18Z
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### Describe the bug "e:\Krish_naik\FSDSRegression\venv\Lib\dataclasses.py" is overriding the stdlib module "dataclasses" ### Steps to reproduce the bug module issue ### Expected behavior overriding the stdlib module "dataclasses" ### Environment info VS code
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Warning specifying future change in to_tf_dataset behaviour
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2023-04-21T13:18:14Z
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Warning specifying future changes happening to `to_tf_dataset` behaviour when #5602 is merged in
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Fix CI warnings
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Fix warnings in our CI tests.
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Fix CI mock filesystem fixtures
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This PR fixes the fixtures of our CI mock filesystems. Before, we had to pass `clobber=True` to `fsspec.register_implementation` to overwrite the still present previously added "mock" filesystem. That meant that the mock filesystem fixture was not working properly, because the previously added "mock" filesystem, sho...
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weird result during dataset split when data path starts with `/data`
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2023-04-21T14:20:59Z
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### Describe the bug The regex defined here https://github.com/huggingface/datasets/blob/f2607935c4e45c70c44fcb698db0363ca7ba83d4/src/datasets/utils/py_utils.py#L158 will cause a weird result during dataset split when data path starts with `/data` ### Steps to reproduce the bug 1. clone dataset into local path ...
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load_dataset("text","dataset.txt") loads the wrong dataset!
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2023-04-19T12:08:27Z
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### Describe the bug I am trying to load my own custom text dataset using the load_dataset function. My dataset is a bunch of ordered text, think along the lines of shakespeare plays. However, after I load the dataset and I inspect it, the dataset is a table with a bunch of latitude and longitude values! What in th...
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ClassLabel Error
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2023-04-11T17:14:13Z
2023-04-13T16:49:57Z
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### Describe the bug I still getting the error "call() takes 1 positional argument but 2 were given" even after ensuring that the value being passed to the label object is a single value and that the ClassLabel object has been created with the correct number of label classes ### Steps to reproduce the bug from...
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FORCE_REDOWNLOAD raises "Directory not empty" exception on second run
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2023-11-30T07:16:58Z
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### Describe the bug Running `load_dataset(..., download_mode=datasets.DownloadMode.FORCE_REDOWNLOAD)` twice raises a `Directory not empty` exception on the second run. ### Steps to reproduce the bug I cannot test this on datasets v2.11.0 due to #5711, but this happens in v2.10.1. 1. Set up a script `my_dataset.p...
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Implement sharding on merged iterable datasets
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2023-04-27T16:39:04Z
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This PR allows sharding of merged iterable datasets. Merged iterable datasets with for instance the `interleave_datasets` command are comprised of multiple sub-iterable, one for each dataset that has been merged. With this PR, sharding a merged iterable will result in multiple merged datasets each comprised of sh...
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Remove temporary pin of fsspec
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Once root cause is found and fixed, remove the temporary pin introduced by: - #5731
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In `fsspec--2023.4.0` default value for clobber when registering an implementation was changed from True to False. See: - https://github.com/fsspec/filesystem_spec/pull/1237 This PR recovers previous behavior by passing clobber True when registering mock implementations. This PR also removes the temporary pin in...
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Enwik8 should support the standard split
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2023-04-11T08:38:53Z
2023-04-11T09:28:17Z
2023-04-11T09:28:16Z
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### Feature request The HuggingFace Datasets library currently supports two BuilderConfigs for Enwik8. One config yields individual lines as examples, while the other config yields the entire dataset as a single example. Both support only a monolithic split: it is all grouped as "train". The HuggingFace Datasets l...
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Temporarily pin fsspec
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2023-04-11T08:33:15Z
2023-04-11T08:57:45Z
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Fix #5730.
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CI is broken: ValueError: Name (mock) already in the registry and clobber is False
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2023-04-11T08:29:46Z
2023-04-11T08:47:56Z
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CI is broken for `test_py310`. See: https://github.com/huggingface/datasets/actions/runs/4665326892/jobs/8258580948 ``` =========================== short test summary info ============================ ERROR tests/test_builder.py::test_builder_with_filesystem_download_and_prepare - ValueError: Name (mock) already ...
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Fix nondeterministic sharded data split order
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This PR makes the order of the split names deterministic. Before it was nondeterministic because we were iterating over `set` elements. Fix #5728.
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The order of data split names is nondeterministic
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After this CI error: https://github.com/huggingface/datasets/actions/runs/4639528358/jobs/8210492953?pr=5718 ``` FAILED tests/test_data_files.py::test_get_data_files_patterns[data_file_per_split4] - AssertionError: assert ['random', 'train'] == ['train', 'random'] At index 0 diff: 'random' != 'train' Full diff:...
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load_dataset fails with FileNotFound error on Windows
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2023-04-10T23:21:12Z
2023-07-21T14:08:20Z
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### Describe the bug Although I can import and run the datasets library in a Colab environment, I cannot successfully load any data on my own machine (Windows 10) despite following the install steps: (1) create conda environment (2) activate environment (3) install with: ``conda` install -c huggingface -c conda-...
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Fallback JSON Dataset loading does not load all values when features specified manually
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2023-04-10T15:22:14Z
2023-04-21T06:35:28Z
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### Describe the bug The fallback JSON dataset loader located here: https://github.com/huggingface/datasets/blob/1c4ec00511868bd881e84a6f7e0333648d833b8e/src/datasets/packaged_modules/json/json.py#L130-L153 does not load the values of features correctly when features are specified manually and not all features...
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How to limit the number of examples in dataset, for testing?
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2023-04-10T08:41:43Z
2023-04-21T06:16:24Z
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### Describe the bug I am using this command: `data = load_dataset("json", data_files=data_path)` However, I want to add a parameter, to limit the number of loaded examples to be 10, for development purposes, but can't find this simple parameter. ### Steps to reproduce the bug In the description. ### Expected beh...
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Error after shuffling streaming IterableDatasets with downloaded dataset
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2023-04-09T16:58:44Z
2023-04-20T20:37:30Z
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### Describe the bug I downloaded the C4 dataset, and used streaming IterableDatasets to read it. Everything went normal until I used `dataset = dataset.shuffle(seed=42, buffer_size=10_000)` to shuffle the dataset. Shuffled dataset will throw the following error when it is used by `next(iter(dataset))`: ``` File "/d...
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1,659,837,510
I_kwDODunzps5i7xxG
5,722
Distributed Training Error on Customized Dataset
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2023-04-09T11:04:59Z
2023-07-24T14:50:46Z
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Hi guys, recently I tried to use `datasets` to train a dual encoder. I finish my own datasets according to the nice [tutorial](https://huggingface.co/docs/datasets/v2.11.0/en/dataset_script) Here are my code: ```python class RetrivalDataset(datasets.GeneratorBasedBuilder): """CrossEncoder dataset.""" B...
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1,659,680,682
I_kwDODunzps5i7Leq
5,721
Calling datasets.load_dataset("text" ...) results in a wrong split.
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2023-04-08T23:55:12Z
2023-04-08T23:55:12Z
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### Describe the bug When creating a text dataset, the training split should have the bulk of the examples by default. Currently, testing does. ### Steps to reproduce the bug I have a folder with 18K text files in it. Each text file essentially consists in a document or article scraped from online. Calling the follo...
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5,720
Streaming IterableDatasets do not work with torch DataLoaders
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2023-04-08T18:45:48Z
2025-03-19T14:06:47Z
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### Describe the bug When using streaming datasets set up with train/val split using `.skip()` and `.take()`, the following error occurs when iterating over a torch dataloader: ``` File "/Users/julian/miniconda3/envs/sims/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 363, in __iter__ self....
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I_kwDODunzps5i5W6W
5,719
Array2D feature creates a list of list instead of a numpy array
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2023-04-07T21:04:08Z
2023-04-20T15:34:41Z
2023-04-20T15:34:41Z
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### Describe the bug I'm not sure if this is expected behavior or not. When I create a 2D array using `Array2D`, the data has list type instead of numpy array. I think it should not be the expected behavior especially when I feed a numpy array as input to the data creation function. Why is it converting my array int...
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Reorder default data splits to have validation before test
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2023-04-07T16:01:26Z
2023-04-27T14:43:13Z
2023-04-27T14:35:52Z
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This PR reorders data splits, so that by default validation appears before test. The default order becomes: [train, validation, test] instead of [train, test, validation].
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I_kwDODunzps5i3jWK
5,717
Errror when saving to disk a dataset of images
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2023-04-07T11:59:17Z
2025-07-13T08:27:47Z
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CONTRIBUTOR
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### Describe the bug Hello! I have an issue when I try to save on disk my dataset of images. The error I get is: ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-packages/datasets/arrow_dataset.py", line 1442, in save_...
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1,658,613,092
I_kwDODunzps5i3G1k
5,716
Handle empty audio
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2023-04-07T09:51:40Z
2023-09-27T17:47:08Z
2023-09-27T17:47:08Z
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Some audio paths exist, but they are empty, and an error will be reported when reading the audio path.How to use the filter function to avoid the empty audio path? when a audio is empty, when do resample , it will break: `array, sampling_rate = sf.read(f) array = librosa.resample(array, orig_sr=sampling_rate, target_...
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1,657,479,788
I_kwDODunzps5iyyJs
5,715
Return Numpy Array (fixed length) Mode, in __get_item__, Instead of List
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2023-04-06T13:57:48Z
2023-04-20T17:16:26Z
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### Feature request There are old known issues, but they can be easily forgettable problems in multiprocessing with pytorch-dataloader: Too high usage of RAM or shared-memory in pytorch when we set num workers > 1 and returning type of dataset or dataloader is "List" or "Dict". https://github.com/pytorch/pytorch...
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Fix xnumpy_load for .npz files
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PR: - #5626 implemented support for streaming `.npy` files by using `numpy.load`. However, it introduced a bug when used with `.npz` files, within a context manager: ``` ValueError: seek of closed file ``` or in streaming mode: ``` ValueError: I/O operation on closed file. ``` This PR fixes the bug an...
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ArrowNotImplementedError when loading dataset from the hub
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2023-04-06T10:27:22Z
2023-04-06T13:06:22Z
2023-04-06T13:06:21Z
CONTRIBUTOR
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### Describe the bug Hello, I have created a dataset by using the image loader. Once the dataset is created I try to download it and I get the error: ``` Traceback (most recent call last): File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-packages/datasets/builder.py", line 1860, in _prepare_split_...
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load_dataset in v2.11.0 raises "ValueError: seek of closed file" in np.load()
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2023-04-05T16:47:10Z
2023-04-06T08:32:37Z
2023-04-05T17:17:44Z
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### Describe the bug Hi, I have some `dataset_load()` code of a custom offline dataset that works with datasets v2.10.1. ```python ds = datasets.load_dataset(path=dataset_dir, name=configuration, data_dir=dataset_dir, ...
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load_dataset in v2.11.0 raises "ValueError: seek of closed file" in np.load()
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2023-04-05T16:46:49Z
2023-04-07T09:16:59Z
2023-04-07T09:16:59Z
NONE
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### Describe the bug Hi, I have some `dataset_load()` code of a custom offline dataset that works with datasets v2.10.1. ```python ds = datasets.load_dataset(path=dataset_dir, name=configuration, data_dir=dataset_dir, ...
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OSError: Memory mapping file failed: Cannot allocate memory
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2023-04-05T14:11:26Z
2023-04-20T17:16:40Z
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### Describe the bug Hello, I have a series of datasets each of 5 GB, 600 datasets in total. So together this makes 3TB. When I trying to load all the 600 datasets into memory, I get the above error message. Is this normal because I'm hitting the max size of memory mapping of the OS? Thank you ```te...
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5,709
Manually dataset info made not taken into account
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2023-04-05T11:15:17Z
2023-04-06T08:52:20Z
2023-04-06T08:52:19Z
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### Describe the bug Hello, I'm manually building an image dataset with the `from_dict` approach. I also build the features with the `cast_features` methods. Once the dataset is created I push it on the hub, and a default `dataset_infos.json` file seems to have been automatically added to the repo in same time. Hen...
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Dataset sizes are in MiB instead of MB in dataset cards
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2023-04-05T06:36:03Z
2023-12-21T10:20:28Z
2023-12-21T10:20:27Z
MEMBER
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As @severo reported in an internal discussion (https://github.com/huggingface/moon-landing/issues/5929): Now we show the dataset size: - from the dataset card (in the side column) - from the datasets-server (in the viewer) But, even if the size is the same, we see a mismatch because the viewer shows MB, while t...
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Support categorical data types for Parquet
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2023-04-04T09:45:35Z
2024-06-07T12:20:43Z
2024-06-07T12:20:43Z
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### Feature request Huggingface datasets does not seem to support categorical / dictionary data types for Parquet as of now. There seems to be a `TODO` in the code for this feature but no implementation yet. Below you can find sample code to reproduce the error that is currently thrown when attempting to read a Parq...
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Getting next item from IterableDataset took forever.
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2023-04-04T09:16:17Z
2023-04-05T23:35:41Z
2023-04-05T23:35:41Z
NONE
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### Describe the bug I have a large dataset, about 500GB. The format of the dataset is parquet. I then load the dataset and try to get the first item ```python def get_one_item(): dataset = load_dataset("path/to/datafiles", split="train", cache_dir=".", streaming=True) dataset = dataset.filter(lambda...
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5537 speedup load
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I reimplemented fsspec.spec.glob() in `hffilesystem.py` as `_glob`, used it in `_resolve_single_pattern_in_dataset_repository` only, and saw a 20% speedup in times to load the config, on average. That's not much when usually this step takes only 2-3 seconds for most datasets, but in this particular case, `bigcode...
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[WIP][Test, Please ignore] Investigate performance impact of using multiprocessing only
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2023-04-04T04:37:49Z
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Is it possible or how to define a `datasets.Sequence` that could potentially be either a dict, a str, or None?
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2023-04-04T03:20:43Z
2023-04-05T14:15:18Z
2023-04-05T14:15:17Z
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### Feature request Hello! Apologies if my question sounds naive: I was wondering if it’s possible, or how one would go about defining a 'datasets.Sequence' element in datasets.Features that could potentially be either a dict, a str, or None? Specifically, I’d like to define a feature for a list that contains 18...
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Add Dataset.from_spark
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2023-04-03T23:51:29Z
2023-06-16T16:39:32Z
2023-04-26T15:43:39Z
CONTRIBUTOR
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Adds static method Dataset.from_spark to create datasets from Spark DataFrames. This approach alleviates users of the need to materialize their dataframe---a common use case is that the user loads their dataset into a dataframe, uses Spark to apply some transformation to some of the columns, and then wants to train ...
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fix: fix wrong modification of the 'cache_file_name' -related paramet…
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…ers values in 'train_test_split' + fix bad interaction between 'keep_in_memory' and 'cache_file_name' -related parameters (#5699)
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Issue when wanting to split in memory a cached dataset
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### Describe the bug **In the 'train_test_split' method of the Dataset class** (defined datasets/arrow_dataset.py), **if 'self.cache_files' is not empty**, then, **regarding the input parameters 'train_indices_cache_file_name' and 'test_indices_cache_file_name', if they are None**, we modify them to make them not No...
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Add Qdrant as another search index
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2023-04-03T14:25:19Z
2023-04-11T10:28:40Z
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CONTRIBUTOR
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### Feature request I'd suggest adding Qdrant (https://qdrant.tech) as another search index available, so users can directly build an index from a dataset. Currently, FAISS and ElasticSearch are only supported: https://huggingface.co/docs/datasets/faiss_es ### Motivation ElasticSearch is a keyword-based search syst...
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Raise an error on missing distributed seed
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close https://github.com/huggingface/datasets/issues/5696
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Shuffle a sharded iterable dataset without seed can lead to duplicate data
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As reported in https://github.com/huggingface/datasets/issues/5360 If `seed=None` in `.shuffle()`, shuffled datasets don't use the same shuffling seed across nodes. Because of that, the lists of shards is not shuffled the same way across nodes, and therefore some shards may be assigned to multiple nodes instead o...
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Loading big dataset raises pyarrow.lib.ArrowNotImplementedError
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### Describe the bug Calling `datasets.load_dataset` to load the (publicly available) dataset `theodor1289/wit` fails with `pyarrow.lib.ArrowNotImplementedError`. ### Steps to reproduce the bug Steps to reproduce this behavior: 1. `!pip install datasets` 2. `!huggingface-cli login` 3. This step will throw the e...
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Dataset configuration
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Following discussions from https://github.com/huggingface/datasets/pull/5331 We could have something like `config.json` to define the configuration of a dataset. ```json { "data_dir": "data" "data_files": { "train": "train-[0-9][0-9][0-9][0-9]-of-[0-9][0-9][0-9][0-9][0-9]*.*" } } ``` ...
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[docs] Split pattern search order
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This PR addresses #5681 about the order of split patterns 🤗 Datasets searches for when generating dataset splits.
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pyarrow.lib.ArrowInvalid: Unable to merge: Field <field> has incompatible types
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### Describe the bug When loading the dataset [wikianc-en](https://huggingface.co/datasets/cyanic-selkie/wikianc-en) which I created using [this](https://github.com/cyanic-selkie/wikianc) code, I get the following error: ``` Traceback (most recent call last): File "/home/sven/code/rector/answer-detection/trai...
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[docs] Compress data files
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This PR addresses the comments in #5687 about compressing text file extensions before uploading to the Hub. Also clarified what "too large" means based on the GitLFS [docs](https://docs.github.com/en/repositories/working-with-files/managing-large-files/about-git-large-file-storage).
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Support streaming Beam datasets from HF GCS preprocessed data
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This PR implements streaming Apache Beam datasets that are already preprocessed by us and stored in the HF Google Cloud Storage: - natural_questions - wiki40b - wikipedia This is done by streaming from the prepared Arrow files in HF Google Cloud Storage. This will fix their corresponding dataset viewers. Relat...
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raise AttributeError(f"No {package_name} attribute {name}") AttributeError: No huggingface_hub attribute hf_api
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2023-07-21T14:21:57Z
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### Describe the bug rta.sh Traceback (most recent call last): File "run.py", line 7, in <module> import datasets File "/home/appuser/miniconda3/envs/pt2/lib/python3.8/site-packages/datasets/__init__.py", line 37, in <module> from .builder import ArrowBasedBuilder, BeamBasedBuilder, BuilderConfig, Dat...
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Wikipedia download_and_prepare for GCS
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2023-03-30T23:43:22Z
2024-03-15T15:59:18Z
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### Describe the bug I am unable to download the wikipedia dataset onto GCS. When I run the script provided the memory firstly gets eaten up, then it crashes. I tried running this on a VM with 128GB RAM and all I got was a two empty files: _data_builder.lock_, _data.incomplete/beam-temp-wikipedia-train-1ab2039a...
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Document to compress data files before uploading
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In our docs to [Share a dataset to the Hub](https://huggingface.co/docs/datasets/upload_dataset), we tell users to upload directly their data files, like CSV, JSON, JSON-Lines, text,... However, these extensions are not tracked by Git LFS by default, as they are not in the `.giattributes` file. Therefore, if they are t...
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set dev version
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Broken Image render on the hub website
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### Describe the bug Hi :wave: Not sure if this is the right place to ask, but I am trying to load a huge amount of datasets on the hub (:partying_face: ) but I am facing a little issue with the `image` type ![image](https://user-images.githubusercontent.com/15908060/228587875-427a37f1-3a31-4e17-8bbe-0f75900391...
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Fix verification_mode when ignore_verifications is passed
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This PR fixes the values assigned to `verification_mode` when passing `ignore_verifications` to `load_dataset`. Related to: - #5303 Fix #5682.
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When passing `ignore_verifications=True` to `load_dataset`, we get a ValueError: ``` ValueError: 'none' is not a valid VerificationMode ```
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Add information about patterns search order to the doc about structuring repo
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CONTRIBUTOR
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Following [this](https://github.com/huggingface/datasets/issues/5650) issue I think we should add a note about the order of patterns that is used to find splits, see [my comment](https://github.com/huggingface/datasets/issues/5650#issuecomment-1488412527). Also we should reference this page in pages about packaged load...
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5,680
Fix a description error for interleave_datasets.
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2023-03-29T09:50:23Z
2023-03-30T13:14:19Z
2023-03-30T13:07:18Z
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There is a description mistake in the annotation of interleave_dataset with "all_exhausted" stopping_strategy. ``` python d1 = Dataset.from_dict({"a": [0, 1, 2]}) d2 = Dataset.from_dict({"a": [10, 11, 12, 13]}) d3 = Dataset.from_dict({"a": [20, 21, 22, 23, 24]}) dataset = interleave_datasets([d1, d2, d3], stopping...
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5,679
Allow load_dataset to take a working dir for intermediate data
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2023-03-29T07:21:09Z
2023-04-12T22:30:25Z
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### Feature request As a user, I can set a working dir for intermediate data creation. The processed files will be moved to the cache dir, like ``` load_dataset(…, working_dir=”/temp/dir”, cache_dir=”/cloud_dir”). ``` ### Motivation This will help the use case for using datasets with cloud storage as cache. It wi...
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I_kwDODunzps5iDPz3
5,678
Add support to create a Dataset from spark dataframe
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2023-03-29T04:36:28Z
2024-08-27T14:43:19Z
2023-07-21T14:15:38Z
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### Feature request Add a new API `Dataset.from_spark` to create a Dataset from Spark DataFrame. ### Motivation Spark is a distributed computing framework that can handle large datasets. By supporting loading Spark DataFrames directly into Hugging Face Datasets, we enable take the advantages of spark to processing t...
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5,677
Dataset.map() crashes when any column contains more than 1000 empty dictionaries
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2023-03-29T00:01:31Z
2023-07-07T14:01:14Z
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### Describe the bug `Dataset.map()` crashes any time any column contains more than `writer_batch_size` (default 1000) empty dictionaries, regardless of whether the column is being operated on. The error does not occur if the dictionaries are non-empty. ### Steps to reproduce the bug Example: ``` import datasets...
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1,641,763,478
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5,675
Filter datasets by language code
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2023-03-27T09:42:28Z
2023-03-30T08:08:15Z
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Hi! I use the language search field on https://huggingface.co/datasets However, some of the datasets tagged by ISO language code are not accessible by this search form. For example, [myv_ru_2022](https://huggingface.co/datasets/slone/myv_ru_2022) is has `myv` language tag but it is not included in Languages search fo...
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Stored XSS
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2023-03-26T20:55:58Z
2024-04-30T22:56:41Z
2023-03-27T21:01:55Z
NONE
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Pass down storage options
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2023-03-26T20:09:37Z
2023-03-28T15:03:38Z
2023-03-28T14:54:17Z
CONTRIBUTOR
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Remove implementation-specific kwargs from `file_utils.fsspec_get` and `file_utils.fsspec_head`, instead allowing them to be passed down via `storage_options`. This fixes an issue where s3fs did not recognize a timeout arg as well as fixes an issue mentioned in https://github.com/huggingface/datasets/issues/5281 by all...
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Pushing dataset to hub crash
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2023-03-26T17:42:13Z
2023-03-30T08:11:05Z
2023-03-30T08:11:05Z
NONE
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### Describe the bug Uploading a dataset with `push_to_hub()` fails without error description. ### Steps to reproduce the bug Hey there, I've built a image dataset of 100k images + text pair as described here https://huggingface.co/docs/datasets/image_dataset#imagefolder Now I'm trying to push it to the hub b...
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How to use `load_dataset('glue', 'cola')`
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2023-03-26T09:40:34Z
2023-03-28T07:43:44Z
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### Describe the bug I'm new to use HuggingFace datasets but I cannot use `load_dataset('glue', 'cola')`. - I was stacked by the following problem: ```python from datasets import load_dataset cola_dataset = load_dataset('glue', 'cola') ------------------------------------------------------------------------...
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Unable to load multi class classification datasets
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2023-03-25T18:06:15Z
2023-03-27T22:54:56Z
2023-03-27T22:54:56Z
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### Describe the bug I've been playing around with huggingface library, mostly with `datasets` and wanted to download the multi class classification datasets to fine tune BERT on this task. ([link](https://huggingface.co/docs/transformers/training#train-with-pytorch-trainer)). While loading the dataset, I'm getting...
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Almost identical datasets, huge performance difference
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2023-03-23T18:20:20Z
2023-04-09T18:56:23Z
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CONTRIBUTOR
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### Describe the bug I am struggling to understand (huge) performance difference between two datasets that are almost identical. ### Steps to reproduce the bug # Fast (normal) dataset speed: ```python import cv2 from datasets import load_dataset from torch.utils.data import DataLoader dataset = load_dataset(...
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Support for downloading only provided split
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2023-03-23T17:53:39Z
2023-03-24T06:43:14Z
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1
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We can pass split to `_split_generators()`. But I'm not sure if it's possible to solve cache issues, mostly with `dataset_info.json`
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Jax requires jaxlib
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close https://github.com/huggingface/datasets/issues/5666
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Support tensorflow 2.12.0 in CI
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Once we find out the root cause of: - #5663 we should revert the temporary pin on tensorflow introduced by: - #5664
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Feature request: IterableDataset.push_to_hub
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2023-03-23T09:53:04Z
2025-06-06T16:13:22Z
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### Feature request It'd be great to have a lazy push to hub, similar to the lazy loading we have with `IterableDataset`. Suppose you'd like to filter [LAION](https://huggingface.co/datasets/laion/laion400m) based on certain conditions, but as LAION doesn't fit into your disk, you'd like to leverage streaming: `...
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Fix CI by temporarily pinning tensorflow < 2.12.0
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As a hotfix for our CI, temporarily pin `tensorflow` upper version: - In Python 3.10, tensorflow-2.12.0 also installs `jax` Fix #5663 Until root cause is fixed.
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CI is broken: ModuleNotFoundError: jax requires jaxlib to be installed
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CI test_py310 is broken: see https://github.com/huggingface/datasets/actions/runs/4498945505/jobs/7916194236?pr=5662 ``` FAILED tests/test_arrow_dataset.py::BaseDatasetTest::test_map_jax_in_memory - ModuleNotFoundError: jax requires jaxlib to be installed. See https://github.com/google/jax#installation for installati...
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Fix unnecessary dict comprehension
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After ruff-0.0.258 release, the C416 rule was updated with unnecessary dict comprehensions. See: - https://github.com/charliermarsh/ruff/releases/tag/v0.0.258 - https://github.com/charliermarsh/ruff/pull/3605 This PR fixes one unnecessary dict comprehension in our code: no need to unpack and re-pack the tuple valu...
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CI is broken: Unnecessary `dict` comprehension
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CI check_code_quality is broken: ``` src/datasets/arrow_dataset.py:3267:35: C416 [*] Unnecessary `dict` comprehension (rewrite using `dict()`) Found 1 error. ```
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