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https://api.github.com/repos/huggingface/datasets/issues/5508
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1,573,290,359
I_kwDODunzps5dxoF3
5,508
Saving a dataset after setting format to torch doesn't work, but only if filtering
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2023-02-06T21:08:58
2023-02-06T21:08:58
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NONE
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### Describe the bug Saving a dataset after setting format to torch doesn't work, but only if filtering ### Steps to reproduce the bug ``` a = Dataset.from_dict({"b": [1, 2]}) a.set_format('torch') a.save_to_disk("test_save") # saves successfully a.filter(None).save_to_disk("test_save_filter") # does not >> [.....
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1,572,667,036
I_kwDODunzps5dvP6c
5,507
Optimise behaviour in respect to indices mapping
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2023-02-06T14:25:55
2023-02-06T14:25:55
null
CONTRIBUTOR
null
_Originally [posted](https://huggingface.slack.com/archives/C02V51Q3800/p1675443873878489?thread_ts=1675418893.373479&cid=C02V51Q3800) on Slack_ Considering all this, perhaps for Datasets 3.0, we can do the following: * have `continuous=True` by default in `.shard` (requested in the survey and makes more sense for...
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1,571,838,641
I_kwDODunzps5dsFqx
5,506
IterableDataset and Dataset return different batch sizes when using Trainer with multiple GPUs
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2023-02-06T03:26:03
2023-02-06T03:26:03
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NONE
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### Describe the bug I am training a Roberta model using 2 GPUs and the `Trainer` API with a batch size of 256. Initially I used a standard `Dataset`, but had issues with slow data loading. After reading [this issue](https://github.com/huggingface/datasets/issues/2252), I swapped to loading my dataset as contiguous...
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1,571,720,814
I_kwDODunzps5dro5u
5,505
PyTorch BatchSampler still loads from Dataset one-by-one
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2023-02-06T01:14:55
2023-02-06T01:14:55
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### Describe the bug In [the docs here](https://huggingface.co/docs/datasets/use_with_pytorch#use-a-batchsampler), it mentions the issue of the Dataset being read one-by-one, then states that using a BatchSampler resolves the issue. I'm not sure if this is a mistake in the docs or the code, but it seems that the on...
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1,569,257,240
I_kwDODunzps5diPcY
5,500
WMT19 custom download checksum error
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2023-02-03T05:45:37
2023-02-03T05:52:56
2023-02-03T05:52:56
NONE
null
### Describe the bug I use the following scripts to download data from WMT19: ```python import datasets from datasets import inspect_dataset, load_dataset_builder from wmt19.wmt_utils import _TRAIN_SUBSETS,_DEV_SUBSETS ## this is a must due to: https://discuss.huggingface.co/t/load-dataset-hangs-with-local-fi...
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1,568,937,026
I_kwDODunzps5dhBRC
5,499
`load_dataset` has ~4 seconds of overhead for cached data
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2023-02-02T23:34:50
2023-02-02T23:34:50
null
NONE
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### Feature request When loading a dataset that has been cached locally, the `load_dataset` function takes a lot longer than it should take to fetch the dataset from disk (or memory). This is particularly noticeable for smaller datasets. For example, wikitext-2, comparing `load_data` (once cached) and `load_from_disk...
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1,568,190,529
I_kwDODunzps5deLBB
5,498
TypeError: 'bool' object is not iterable when filtering a datasets.arrow_dataset.Dataset
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2023-02-02T14:46:49
2023-02-04T17:19:37
2023-02-04T17:19:36
NONE
null
### Describe the bug Hi, Thanks for the amazing work on the library! **Describe the bug** I think I might have noticed a small bug in the filter method. Having loaded a dataset using `load_dataset`, when I try to filter out empty entries with `batched=True`, I get a TypeError. ### Steps to reproduce the ...
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1,567,301,765
I_kwDODunzps5dayCF
5,496
Add a `reduce` method
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2023-02-02T04:30:22
2023-02-03T14:11:32
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NONE
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### Feature request Right now the `Dataset` class implements `map()` and `filter()`, but leaves out the third functional idiom popular among Python users: `reduce`. ### Motivation A `reduce` method is often useful when calculating dataset statistics, for example, the occurrence of a particular n-gram or the average...
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1,566,803,452
I_kwDODunzps5dY4X8
5,495
to_tf_dataset fails with datetime UTC columns even if not included in columns argument
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2023-02-01T20:47:33
2023-02-04T01:56:55
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NONE
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### Describe the bug There appears to be some eager behavior in `to_tf_dataset` that runs against every column in a dataset even if they aren't included in the columns argument. This is problematic with datetime UTC columns due to them not working with zero copy. If I don't have UTC information in my datetime column...
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1,566,655,348
I_kwDODunzps5dYUN0
5,494
Update audio installation doc page
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2023-02-01T19:07:50
2023-02-02T13:11:58
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CONTRIBUTOR
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Our [installation documentation page](https://huggingface.co/docs/datasets/installation#audio) says that one can use Datasets for mp3 only with `torchaudio<0.12`. `torchaudio>0.12` is actually supported too but requires a specific version of ffmpeg which is not easily installed on all linux versions but there is a cust...
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I_kwDODunzps5dYHu4
5,492
Push_to_hub in a pull request
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2023-02-01T18:32:14
2023-02-01T18:40:46
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MEMBER
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Right now `ds.push_to_hub()` can push a dataset on `main` or on a new branch with `branch=`, but there is no way to open a pull request. Even passing `branch=refs/pr/x` doesn't seem to work: it tries to create a branch with that name cc @nateraw It should be possible to tweak the use of `huggingface_hub` in `pus...
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1,565,025,262
I_kwDODunzps5dSGPu
5,488
Error loading MP3 files from CommonVoice
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2023-01-31T21:25:33
2023-02-01T15:28:56
null
NONE
null
### Describe the bug When loading a CommonVoice dataset with `datasets==2.9.0` and `torchaudio>=0.12.0`, I get an error reading the audio arrays: ```python --------------------------------------------------------------------------- LibsndfileError Traceback (most recent call last) ~/.l...
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1,564,480,121
I_kwDODunzps5dQBJ5
5,487
Incorrect filepath for dill module
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2023-01-31T15:01:08
2023-02-02T07:07:55
null
NONE
null
### Describe the bug I installed the `datasets` package and when I try to `import` it, I get the following error: ``` Traceback (most recent call last): File "/var/folders/jt/zw5g74ln6tqfdzsl8tx378j00000gn/T/ipykernel_3805/3458380017.py", line 1, in <module> import datasets File "/Users/avivbrokman/...
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1,564,059,749
I_kwDODunzps5dOahl
5,486
Adding `sep` to TextConfig
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2023-01-31T10:39:53
2023-01-31T14:50:18
null
NONE
null
I have a local a `.txt` file that follows the `CONLL2003` format which I need to load using `load_script`. However, by using `sample_by='line'`, one can only split the dataset into lines without splitting each line into columns. Would it be reasonable to add a `sep` argument in combination with `sample_by='paragraph'` ...
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1,560,894,690
I_kwDODunzps5dCVzi
5,483
Unable to upload dataset
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2023-01-28T15:18:26
2023-01-29T08:09:49
2023-01-29T08:09:49
NONE
null
### Describe the bug Uploading a simple dataset ends with an exception ### Steps to reproduce the bug I created a new conda env with python 3.10, pip installed datasets and: ```python >>> from datasets import load_dataset, load_from_disk, Dataset >>> d = Dataset.from_dict({"text": ["hello"] * 2}) >>> d.pus...
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1,560,853,137
I_kwDODunzps5dCLqR
5,482
Reload features from Parquet metadata
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2023-01-28T13:12:31
2023-02-05T18:09:54
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MEMBER
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The idea would be to allow this : ```python ds.to_parquet("my_dataset/ds.parquet") reloaded = load_dataset("my_dataset") assert ds.features == reloaded.features ``` And it should also work with Image and Audio types (right now they're reloaded as a dict type) This can be implemented by storing and reading th...
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1,560,468,195
I_kwDODunzps5dAtrj
5,481
Load a cached dataset as iterable
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2023-01-27T21:43:51
2023-02-01T16:28:48
null
MEMBER
null
The idea would be to allow something like ```python ds = load_dataset("c4", "en", as_iterable=True) ``` To be used to train models. It would load an IterableDataset from the cached Arrow files. Cc @stas00 Edit : from the discussions we may load from cache when streaming=True
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1,560,357,590
I_kwDODunzps5dASrW
5,479
audiofolder works on local env, but creates empty dataset in a remote one, what dependencies could I be missing/outdated
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2023-01-27T20:01:22
2023-01-29T05:23:14
2023-01-29T05:23:14
NONE
null
### Describe the bug I'm using a custom audio dataset (400+ audio files) in the correct format for audiofolder. Although loading the dataset with audiofolder works in one local setup, it doesn't in a remote one (it just creates an empty dataset). I have both ffmpeg and libndfile installed on both computers, what cou...
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1,559,909,892
I_kwDODunzps5c-lYE
5,477
Unpin sqlalchemy once issue is fixed
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2023-01-27T15:01:55
2023-01-27T15:01:55
null
MEMBER
null
Once the source issue is fixed: - pandas-dev/pandas#51015 we should revert the pin introduced in: - #5476
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1,559,030,149
I_kwDODunzps5c7OmF
5,475
Dataset scan time is much slower than using native arrow
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2023-01-27T01:32:25
2023-01-30T16:17:11
2023-01-30T16:17:11
CONTRIBUTOR
null
### Describe the bug I'm basically running the same scanning experiment from the tutorials https://huggingface.co/course/chapter5/4?fw=pt except now I'm comparing to a native pyarrow version. I'm finding that the native pyarrow approach is much faster (2 orders of magnitude). Is there something I'm missing that exp...
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1,558,827,155
I_kwDODunzps5c6dCT
5,474
Column project operation on `datasets.Dataset`
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2023-01-26T21:47:53
2023-02-01T16:44:09
null
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### Feature request There is no operation to select a subset of columns of original dataset. Expected API follows. ```python a = Dataset.from_dict({ 'int': [0, 1, 2] 'char': ['a', 'b', 'c'], 'none': [None] * 3, }) b = a.project('int', 'char') # usually, .select() print(a.column_names) # std...
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1,558,066,625
I_kwDODunzps5c3jXB
5,468
Allow opposite of remove_columns on Dataset and DatasetDict
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2023-01-26T12:28:09
2023-01-31T10:48:56
null
NONE
null
### Feature request In this blog post https://huggingface.co/blog/audio-datasets, I noticed the following code: ```python COLUMNS_TO_KEEP = ["text", "audio"] all_columns = gigaspeech["train"].column_names columns_to_remove = set(all_columns) - set(COLUMNS_TO_KEEP) gigaspeech = gigaspeech.remove_columns(column...
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5,465
audiofolder creates empty dataset even though the dataset passed in follows the correct structure
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2023-01-26T01:45:45
2023-01-26T08:48:45
2023-01-26T08:48:45
NONE
null
### Describe the bug The structure of my dataset folder called "my_dataset" is : data metadata.csv The data folder consists of all mp3 files and metadata.csv consist of file locations like 'data/...mp3 and transcriptions. There's 400+ mp3 files and corresponding transcriptions for my dataset. When I run the follo...
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1,557,462,104
I_kwDODunzps5c1PxY
5,464
NonMatchingChecksumError for hendrycks_test
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2023-01-26T00:43:23
2023-01-27T05:44:31
2023-01-26T07:41:58
NONE
null
### Describe the bug The checksum of the file has likely changed on the remote host. ### Steps to reproduce the bug `dataset = nlp.load_dataset("hendrycks_test", "anatomy")` ### Expected behavior no error thrown ### Environment info - `datasets` version: 2.2.1 - Platform: macOS-13.1-arm64-arm-64bit - Pyt...
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I_kwDODunzps5ct4uv
5,461
Discrepancy in `nyu_depth_v2` dataset
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2023-01-24T19:15:46
2023-02-06T20:52:00
null
CONTRIBUTOR
null
### Describe the bug I think there is a discrepancy between depth map of `nyu_depth_v2` dataset [here](https://huggingface.co/docs/datasets/main/en/depth_estimation) and actual depth map. Depth values somehow got **discretized/clipped** resulting in depth maps that are different from actual ones. Here is a side-by-sid...
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1,555,054,737
I_kwDODunzps5csECR
5,458
slice split while streaming
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2023-01-24T14:08:17
2023-01-24T15:11:47
2023-01-24T15:11:47
NONE
null
### Describe the bug When using the `load_dataset` function with streaming set to True, slicing splits is apparently not supported. Did I miss this in the documentation? ### Steps to reproduce the bug `load_dataset("lhoestq/demo1",revision=None, streaming=True, split="train[:3]")` causes ValueError: Bad split:...
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1,554,171,264
I_kwDODunzps5cosWA
5,457
prebuilt dataset relies on `downloads/extracted`
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2023-01-24T02:09:32
2023-01-24T18:14:10
null
MEMBER
null
### Describe the bug I pre-built the dataset: ``` python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing ``` and it can be used just fine. now I wipe out `downloads/extracted` and it no longer works. ``` rm -r ~/.cache/huggingface...
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1,552,890,419
I_kwDODunzps5cjzoz
5,454
Save and resume the state of a DataLoader
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2023-01-23T10:58:54
2023-01-24T01:45:48
null
MEMBER
null
It would be nice when using `datasets` with a PyTorch DataLoader to be able to resume a training from a DataLoader state (e.g. to resume a training that crashed) What I have in mind (but lmk if you have other ideas or comments): For map-style datasets, this requires to have a PyTorch Sampler state that can be sav...
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I_kwDODunzps5chsWs
5,451
ImageFolder BadZipFile: Bad offset for central directory
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2023-01-22T23:50:12
2023-01-23T17:25:56
null
NONE
null
### Describe the bug I'm getting the following exception: ``` lib/python3.10/zipfile.py:1353 in _RealGetContents │ │ │ │ 1350 │ │ # self.start_dir: Position of start of central directory ...
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1,551,109,365
I_kwDODunzps5cdAz1
5,450
to_tf_dataset with a TF collator causes bizarrely persistent slowdown
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2023-01-20T16:08:37
2023-01-23T18:54:09
null
MEMBER
null
### Describe the bug This will make more sense if you take a look at [a Colab notebook that reproduces this issue.](https://colab.research.google.com/drive/1rxyeciQFWJTI0WrZ5aojp4Ls1ut18fNH?usp=sharing) Briefly, there are several datasets that, when you iterate over them with `to_tf_dataset` **and** a data colla...
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1,550,618,514
I_kwDODunzps5cbI-S
5,448
Support fsspec 2023.1.0 in CI
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2023-01-20T10:26:31
2023-01-20T13:26:05
2023-01-20T13:26:05
MEMBER
null
Once we find out the root cause of: - #5445 we should revert the temporary pin on fsspec introduced by: - #5447
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5,445
CI tests are broken: AttributeError: 'mappingproxy' object has no attribute 'target'
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2023-01-20T10:03:10
2023-01-20T10:28:44
2023-01-20T10:28:44
MEMBER
null
CI tests are broken, raising `AttributeError: 'mappingproxy' object has no attribute 'target'`. See: https://github.com/huggingface/datasets/actions/runs/3966497597/jobs/6797384185 ``` ... ERROR tests/test_streaming_download_manager.py::TestxPath::test_xpath_rglob[mock://top_level-date=2019-10-0[1-4]/*-expected_path...
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5,444
info messages logged as warnings
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2023-01-20T01:19:18
2023-01-25T15:43:22
null
NONE
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### Describe the bug Code in `datasets` is using `logger.warning` when it should be using `logger.info`. Some of these are probably a matter of opinion, but I think anything starting with `logger.warning(f"Loading chached` clearly falls into the info category. Definitions from the Python docs for reference: * I...
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1,550,084,450
I_kwDODunzps5cZGli
5,442
OneDrive Integrations with HF Datasets
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2023-01-19T23:12:08
2023-01-20T18:05:52
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NONE
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### Feature request First of all , I would like to thank all community who are developed DataSet storage and make it free available How to integrate our Onedrive account or any other possible storage clouds (like google drive,...) with the **HF** datasets section. For example, if I have **50GB** on my **Onedrive*...
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5,439
[dataset request] Add Common Voice 12.0
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2023-01-18T13:07:05
2023-01-25T18:38:53
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### Feature request Please add the common voice 12_0 datasets. Apart from English, a significant amount of audio-data has been added to the other minor-language datasets. ### Motivation The dataset link: https://commonvoice.mozilla.org/en/datasets
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5,437
Can't load png dataset with 4 channel (RGBA)
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2023-01-17T18:22:27
2023-01-18T20:20:15
2023-01-18T20:20:15
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I try to create dataset which contains about 9000 png images 64x64 in size, and they are all 4-channel (RGBA). When trying to use load_dataset() then a dataset is created from only 2 images. What exactly interferes I can not understand.![Screenshot_20230117_212213.jpg](https://user-images.githubusercontent.com/41611046...
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1,536,099,300
I_kwDODunzps5bjwPk
5,435
Wrong statement in "Load a Dataset in Streaming mode" leads to data leakage
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2023-01-17T10:04:16
2023-01-19T09:56:03
2023-01-19T09:56:03
NONE
null
### Describe the bug In the [Split your dataset with take and skip](https://huggingface.co/docs/datasets/v1.10.2/dataset_streaming.html#split-your-dataset-with-take-and-skip), it states: > Using take (or skip) prevents future calls to shuffle from shuffling the dataset shards order, otherwise the taken examples cou...
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1,536,090,042
I_kwDODunzps5bjt-6
5,434
sample_dataset module not found
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2023-01-17T09:57:54
2023-01-19T13:52:12
2023-01-19T07:55:11
NONE
null
null
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1,536,017,901
I_kwDODunzps5bjcXt
5,433
Support latest Docker image in CI benchmarks
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2023-01-17T09:06:08
2023-01-18T06:29:08
2023-01-18T06:29:08
MEMBER
null
Once we find out the root cause of: - #5431 we should revert the temporary pin on the Docker image version introduced by: - #5432
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CI benchmarks are broken: Unknown arguments: runnerPath, path
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2023-01-17T06:49:57
2023-01-18T06:33:24
2023-01-17T08:51:18
MEMBER
null
Our CI benchmarks are broken, raising `Unknown arguments` error: https://github.com/huggingface/datasets/actions/runs/3932397079/jobs/6724905161 ``` Unknown arguments: runnerPath, path ``` Stack trace: ``` 100%|██████████| 500/500 [00:01<00:00, 338.98ba/s] Updating lock file 'dvc.lock' To track the changes ...
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1,535,856,503
I_kwDODunzps5bi093
5,430
Support Apache Beam >= 2.44.0
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2023-01-17T06:42:12
2023-01-17T16:12:18
null
MEMBER
null
Once we find out the root cause of: - #5426 we should revert the temporary pin on apache-beam introduced by: - #5429
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1,535,166,139
I_kwDODunzps5bgMa7
5,428
Load/Save FAISS index using fsspec
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2023-01-16T16:08:12
2023-01-19T16:34:34
null
CONTRIBUTOR
null
### Feature request From what I understand `faiss` already support this [link](https://github.com/facebookresearch/faiss/wiki/Index-IO,-cloning-and-hyper-parameter-tuning#generic-io-support) I would like to use a stream as input to `Dataset.load_faiss_index` and `Dataset.save_faiss_index`. ### Motivation In...
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1,535,162,889
I_kwDODunzps5bgLoJ
5,427
Unable to download dataset id_clickbait
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2023-01-16T16:05:36
2023-01-18T09:51:28
2023-01-18T09:25:19
NONE
null
### Describe the bug I tried to download dataset `id_clickbait`, but receive this error message. ``` FileNotFoundError: Couldn't find file at https://md-datasets-cache-zipfiles-prod.s3.eu-west-1.amazonaws.com/k42j7x2kpn-1.zip ``` When i open the link using browser, i got this XML data. ```xml <?xml versi...
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1,535,158,555
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CI tests are broken: SchemaInferenceError
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2023-01-16T16:02:07
2023-01-17T07:17:12
2023-01-16T16:49:04
MEMBER
null
CI is broken, raising a `SchemaInferenceError`: see https://github.com/huggingface/datasets/actions/runs/3930901593/jobs/6721492004 ``` FAILED tests/test_beam.py::BeamBuilderTest::test_download_and_prepare_sharded - datasets.arrow_writer.SchemaInferenceError: Please pass `features` or at least one example when writin...
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1,534,581,850
I_kwDODunzps5bd9xa
5,425
Sort on multiple keys with datasets.Dataset.sort()
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2023-01-16T09:22:26
2023-02-03T13:42:23
null
NONE
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### Feature request From discussion on forum: https://discuss.huggingface.co/t/datasets-dataset-sort-does-not-preserve-ordering/29065/1 `sort()` does not preserve ordering, and it does not support sorting on multiple columns, nor a key function. The suggested solution: > ... having something similar to panda...
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When applying `ReadInstruction` to custom load it's not DatasetDict but list of Dataset?
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2023-01-16T06:54:28
2023-01-19T15:09:14
null
NONE
null
### Describe the bug I am loading datasets from custom `tsv` files stored locally and applying split instructions for each split. Although the ReadInstruction is being applied correctly and I was expecting it to be `DatasetDict` but instead it is a list of `Dataset`. ### Steps to reproduce the bug Steps to reproduc...
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Datasets load error for saved github issues
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2023-01-14T17:29:38
2023-01-16T13:10:30
null
NONE
null
### Describe the bug Loading a previously downloaded & saved dataset as described in the HuggingFace course: issues_dataset = load_dataset("json", data_files="issues/datasets-issues.jsonl", split="train") Gives this error: datasets.builder.DatasetGenerationError: An error occurred while generating the dataset...
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1,532,278,307
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5,421
Support case-insensitive Hub dataset name in load_dataset
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2023-01-13T13:07:07
2023-01-13T20:12:32
2023-01-13T20:12:32
CONTRIBUTOR
null
### Feature request The dataset name on the Hub is case-insensitive (see https://github.com/huggingface/moon-landing/pull/2399, internal issue), i.e., https://huggingface.co/datasets/GLUE redirects to https://huggingface.co/datasets/glue. Ideally, we could load the glue dataset using the following: ``` from d...
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I_kwDODunzps5bUHZq
5,419
label_column='labels' in datasets.TextClassification and 'label' or 'label_ids' in transformers.DataColator
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2023-01-13T09:40:07
2023-01-19T15:46:51
null
NONE
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### Describe the bug When preparing a dataset for a task using `datasets.TextClassification`, the output feature is named `labels`. When preparing the trainer using the `transformers.DataCollator` the default column name is `label` if binary or `label_ids` if multi-class problem. It is required to rename the column...
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1,530,111,184
I_kwDODunzps5bM6TQ
5,418
Add ProgressBar for `to_parquet`
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2023-01-12T05:06:20
2023-01-24T18:18:24
2023-01-24T18:18:24
CONTRIBUTOR
null
### Feature request Add a progress bar for `Dataset.to_parquet`, similar to how `to_json` works. ### Motivation It's a bit frustrating to not know how long a dataset will take to write to file and if it's stuck or not without a progress bar ### Your contribution Sure I can help if needed
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5,415
RuntimeError: Sharding is ambiguous for this dataset
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2023-01-10T07:36:11
2023-01-18T14:09:04
2023-01-18T14:09:03
MEMBER
null
### Describe the bug When loading some datasets, a RuntimeError is raised. For example, for "ami" dataset: https://huggingface.co/datasets/ami/discussions/3 ``` .../huggingface/datasets/src/datasets/builder.py in _prepare_split(self, split_generator, check_duplicate_keys, file_format, num_proc, max_shard_size) ...
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1,525,733,818
I_kwDODunzps5a8Nm6
5,414
Sharding error with Multilingual LibriSpeech
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2023-01-09T14:45:31
2023-01-18T14:09:04
2023-01-18T14:09:04
NONE
null
### Describe the bug Loading the German Multilingual LibriSpeech dataset results in a RuntimeError regarding sharding with the following stacktrace: ``` Downloading and preparing dataset multilingual_librispeech/german to /home/nithin/datadrive/cache/huggingface/datasets/facebook___multilingual_librispeech/german/...
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1,524,591,837
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5,413
concatenate_datasets fails when two dataset with shards > 1 and unequal shard numbers
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2023-01-08T17:01:52
2023-01-26T09:27:21
2023-01-26T09:27:21
NONE
null
### Describe the bug When using `concatenate_datasets([dataset1, dataset2], axis = 1)` to concatenate two datasets with shards > 1, it fails: ``` File "/home/xzg/anaconda3/envs/tri-transfer/lib/python3.9/site-packages/datasets/combine.py", line 182, in concatenate_datasets return _concatenate_map_style_data...
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5,412
load_dataset() cannot find dataset_info.json with multiple training runs in parallel
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2023-01-08T00:44:32
2023-01-19T20:28:43
2023-01-19T20:28:43
NONE
null
### Describe the bug I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code throws this error. If there is a workaround to ignore the cache I think that would ...
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dataset map function could not be hash properly
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2023-01-05T01:59:59
2023-01-06T13:22:19
2023-01-06T13:22:18
NONE
null
### Describe the bug I follow the [blog post](https://huggingface.co/blog/fine-tune-whisper#building-a-demo) to finetune a Cantonese transcribe model. When using map function to prepare dataset, following warning pop out: `common_voice = common_voice.map(prepare_dataset, remove_...
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5,407
Datasets.from_sql() generates deprecation warning
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2023-01-05T00:43:17
2023-01-06T10:59:14
2023-01-06T10:59:14
NONE
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### Describe the bug Calling `Datasets.from_sql()` generates a warning: `.../site-packages/datasets/builder.py:712: FutureWarning: 'use_auth_token' was deprecated in version 2.7.1 and will be removed in 3.0.0. Pass 'use_auth_token' to the initializer/'load_dataset_builder' instead.` ### Steps to reproduce the ...
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[2.6.1][2.7.0] Upgrade `datasets` to fix `TypeError: can only concatenate str (not "int") to str`
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2023-01-04T15:10:04
2023-02-02T13:03:14
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MEMBER
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`datasets` 2.6.1 and 2.7.0 started to stop supporting datasets like IMDB, ConLL or MNIST datasets. When loading a dataset using 2.6.1 or 2.7.0, you may this error when loading certain datasets: ```python TypeError: can only concatenate str (not "int") to str ``` This is because we started to update the metadat...
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Saving a dataset after setting format to torch doesn't work, but only if filtering
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2023-02-06T21:08:58
2023-02-06T21:08:58
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### Describe the bug Saving a dataset after setting format to torch doesn't work, but only if filtering ### Steps to reproduce the bug ``` a = Dataset.from_dict({"b": [1, 2]}) a.set_format('torch') a.save_to_disk("test_save") # saves successfully a.filter(None).save_to_disk("test_save_filter") # does not >> [.....
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5,507
Optimise behaviour in respect to indices mapping
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2023-02-06T14:25:55
2023-02-06T14:25:55
null
CONTRIBUTOR
null
_Originally [posted](https://huggingface.slack.com/archives/C02V51Q3800/p1675443873878489?thread_ts=1675418893.373479&cid=C02V51Q3800) on Slack_ Considering all this, perhaps for Datasets 3.0, we can do the following: * have `continuous=True` by default in `.shard` (requested in the survey and makes more sense for...
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1,571,838,641
I_kwDODunzps5dsFqx
5,506
IterableDataset and Dataset return different batch sizes when using Trainer with multiple GPUs
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2023-02-06T03:26:03
2023-02-06T03:26:03
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NONE
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### Describe the bug I am training a Roberta model using 2 GPUs and the `Trainer` API with a batch size of 256. Initially I used a standard `Dataset`, but had issues with slow data loading. After reading [this issue](https://github.com/huggingface/datasets/issues/2252), I swapped to loading my dataset as contiguous...
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1,571,720,814
I_kwDODunzps5dro5u
5,505
PyTorch BatchSampler still loads from Dataset one-by-one
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2023-02-06T01:14:55
2023-02-06T01:14:55
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### Describe the bug In [the docs here](https://huggingface.co/docs/datasets/use_with_pytorch#use-a-batchsampler), it mentions the issue of the Dataset being read one-by-one, then states that using a BatchSampler resolves the issue. I'm not sure if this is a mistake in the docs or the code, but it seems that the on...
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1,569,257,240
I_kwDODunzps5diPcY
5,500
WMT19 custom download checksum error
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2023-02-03T05:45:37
2023-02-03T05:52:56
2023-02-03T05:52:56
NONE
null
### Describe the bug I use the following scripts to download data from WMT19: ```python import datasets from datasets import inspect_dataset, load_dataset_builder from wmt19.wmt_utils import _TRAIN_SUBSETS,_DEV_SUBSETS ## this is a must due to: https://discuss.huggingface.co/t/load-dataset-hangs-with-local-fi...
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1,568,937,026
I_kwDODunzps5dhBRC
5,499
`load_dataset` has ~4 seconds of overhead for cached data
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2023-02-02T23:34:50
2023-02-02T23:34:50
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NONE
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### Feature request When loading a dataset that has been cached locally, the `load_dataset` function takes a lot longer than it should take to fetch the dataset from disk (or memory). This is particularly noticeable for smaller datasets. For example, wikitext-2, comparing `load_data` (once cached) and `load_from_disk...
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1,568,190,529
I_kwDODunzps5deLBB
5,498
TypeError: 'bool' object is not iterable when filtering a datasets.arrow_dataset.Dataset
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2023-02-02T14:46:49
2023-02-04T17:19:37
2023-02-04T17:19:36
NONE
null
### Describe the bug Hi, Thanks for the amazing work on the library! **Describe the bug** I think I might have noticed a small bug in the filter method. Having loaded a dataset using `load_dataset`, when I try to filter out empty entries with `batched=True`, I get a TypeError. ### Steps to reproduce the ...
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1,567,301,765
I_kwDODunzps5dayCF
5,496
Add a `reduce` method
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2023-02-02T04:30:22
2023-02-03T14:11:32
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NONE
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### Feature request Right now the `Dataset` class implements `map()` and `filter()`, but leaves out the third functional idiom popular among Python users: `reduce`. ### Motivation A `reduce` method is often useful when calculating dataset statistics, for example, the occurrence of a particular n-gram or the average...
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1,566,803,452
I_kwDODunzps5dY4X8
5,495
to_tf_dataset fails with datetime UTC columns even if not included in columns argument
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2023-02-01T20:47:33
2023-02-04T01:56:55
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NONE
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### Describe the bug There appears to be some eager behavior in `to_tf_dataset` that runs against every column in a dataset even if they aren't included in the columns argument. This is problematic with datetime UTC columns due to them not working with zero copy. If I don't have UTC information in my datetime column...
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1,566,655,348
I_kwDODunzps5dYUN0
5,494
Update audio installation doc page
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2023-02-01T19:07:50
2023-02-02T13:11:58
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CONTRIBUTOR
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Our [installation documentation page](https://huggingface.co/docs/datasets/installation#audio) says that one can use Datasets for mp3 only with `torchaudio<0.12`. `torchaudio>0.12` is actually supported too but requires a specific version of ffmpeg which is not easily installed on all linux versions but there is a cust...
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5,492
Push_to_hub in a pull request
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2023-02-01T18:32:14
2023-02-01T18:40:46
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MEMBER
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Right now `ds.push_to_hub()` can push a dataset on `main` or on a new branch with `branch=`, but there is no way to open a pull request. Even passing `branch=refs/pr/x` doesn't seem to work: it tries to create a branch with that name cc @nateraw It should be possible to tweak the use of `huggingface_hub` in `pus...
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5,488
Error loading MP3 files from CommonVoice
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2023-01-31T21:25:33
2023-02-01T15:28:56
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### Describe the bug When loading a CommonVoice dataset with `datasets==2.9.0` and `torchaudio>=0.12.0`, I get an error reading the audio arrays: ```python --------------------------------------------------------------------------- LibsndfileError Traceback (most recent call last) ~/.l...
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5,487
Incorrect filepath for dill module
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2023-01-31T15:01:08
2023-02-02T07:07:55
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### Describe the bug I installed the `datasets` package and when I try to `import` it, I get the following error: ``` Traceback (most recent call last): File "/var/folders/jt/zw5g74ln6tqfdzsl8tx378j00000gn/T/ipykernel_3805/3458380017.py", line 1, in <module> import datasets File "/Users/avivbrokman/...
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1,564,059,749
I_kwDODunzps5dOahl
5,486
Adding `sep` to TextConfig
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2023-01-31T10:39:53
2023-01-31T14:50:18
null
NONE
null
I have a local a `.txt` file that follows the `CONLL2003` format which I need to load using `load_script`. However, by using `sample_by='line'`, one can only split the dataset into lines without splitting each line into columns. Would it be reasonable to add a `sep` argument in combination with `sample_by='paragraph'` ...
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1,560,894,690
I_kwDODunzps5dCVzi
5,483
Unable to upload dataset
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2023-01-28T15:18:26
2023-01-29T08:09:49
2023-01-29T08:09:49
NONE
null
### Describe the bug Uploading a simple dataset ends with an exception ### Steps to reproduce the bug I created a new conda env with python 3.10, pip installed datasets and: ```python >>> from datasets import load_dataset, load_from_disk, Dataset >>> d = Dataset.from_dict({"text": ["hello"] * 2}) >>> d.pus...
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1,560,853,137
I_kwDODunzps5dCLqR
5,482
Reload features from Parquet metadata
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2023-01-28T13:12:31
2023-02-05T18:09:54
null
MEMBER
null
The idea would be to allow this : ```python ds.to_parquet("my_dataset/ds.parquet") reloaded = load_dataset("my_dataset") assert ds.features == reloaded.features ``` And it should also work with Image and Audio types (right now they're reloaded as a dict type) This can be implemented by storing and reading th...
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1,560,468,195
I_kwDODunzps5dAtrj
5,481
Load a cached dataset as iterable
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10
2023-01-27T21:43:51
2023-02-01T16:28:48
null
MEMBER
null
The idea would be to allow something like ```python ds = load_dataset("c4", "en", as_iterable=True) ``` To be used to train models. It would load an IterableDataset from the cached Arrow files. Cc @stas00 Edit : from the discussions we may load from cache when streaming=True
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1,560,357,590
I_kwDODunzps5dASrW
5,479
audiofolder works on local env, but creates empty dataset in a remote one, what dependencies could I be missing/outdated
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2023-01-27T20:01:22
2023-01-29T05:23:14
2023-01-29T05:23:14
NONE
null
### Describe the bug I'm using a custom audio dataset (400+ audio files) in the correct format for audiofolder. Although loading the dataset with audiofolder works in one local setup, it doesn't in a remote one (it just creates an empty dataset). I have both ffmpeg and libndfile installed on both computers, what cou...
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1,559,909,892
I_kwDODunzps5c-lYE
5,477
Unpin sqlalchemy once issue is fixed
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2023-01-27T15:01:55
2023-01-27T15:01:55
null
MEMBER
null
Once the source issue is fixed: - pandas-dev/pandas#51015 we should revert the pin introduced in: - #5476
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1,559,030,149
I_kwDODunzps5c7OmF
5,475
Dataset scan time is much slower than using native arrow
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2023-01-27T01:32:25
2023-01-30T16:17:11
2023-01-30T16:17:11
CONTRIBUTOR
null
### Describe the bug I'm basically running the same scanning experiment from the tutorials https://huggingface.co/course/chapter5/4?fw=pt except now I'm comparing to a native pyarrow version. I'm finding that the native pyarrow approach is much faster (2 orders of magnitude). Is there something I'm missing that exp...
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1,558,827,155
I_kwDODunzps5c6dCT
5,474
Column project operation on `datasets.Dataset`
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2023-01-26T21:47:53
2023-02-01T16:44:09
null
NONE
null
### Feature request There is no operation to select a subset of columns of original dataset. Expected API follows. ```python a = Dataset.from_dict({ 'int': [0, 1, 2] 'char': ['a', 'b', 'c'], 'none': [None] * 3, }) b = a.project('int', 'char') # usually, .select() print(a.column_names) # std...
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1,558,066,625
I_kwDODunzps5c3jXB
5,468
Allow opposite of remove_columns on Dataset and DatasetDict
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2023-01-26T12:28:09
2023-01-31T10:48:56
null
NONE
null
### Feature request In this blog post https://huggingface.co/blog/audio-datasets, I noticed the following code: ```python COLUMNS_TO_KEEP = ["text", "audio"] all_columns = gigaspeech["train"].column_names columns_to_remove = set(all_columns) - set(COLUMNS_TO_KEEP) gigaspeech = gigaspeech.remove_columns(column...
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5,465
audiofolder creates empty dataset even though the dataset passed in follows the correct structure
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2023-01-26T01:45:45
2023-01-26T08:48:45
2023-01-26T08:48:45
NONE
null
### Describe the bug The structure of my dataset folder called "my_dataset" is : data metadata.csv The data folder consists of all mp3 files and metadata.csv consist of file locations like 'data/...mp3 and transcriptions. There's 400+ mp3 files and corresponding transcriptions for my dataset. When I run the follo...
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1,557,462,104
I_kwDODunzps5c1PxY
5,464
NonMatchingChecksumError for hendrycks_test
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2023-01-26T00:43:23
2023-01-27T05:44:31
2023-01-26T07:41:58
NONE
null
### Describe the bug The checksum of the file has likely changed on the remote host. ### Steps to reproduce the bug `dataset = nlp.load_dataset("hendrycks_test", "anatomy")` ### Expected behavior no error thrown ### Environment info - `datasets` version: 2.2.1 - Platform: macOS-13.1-arm64-arm-64bit - Pyt...
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I_kwDODunzps5ct4uv
5,461
Discrepancy in `nyu_depth_v2` dataset
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37
2023-01-24T19:15:46
2023-02-06T20:52:00
null
CONTRIBUTOR
null
### Describe the bug I think there is a discrepancy between depth map of `nyu_depth_v2` dataset [here](https://huggingface.co/docs/datasets/main/en/depth_estimation) and actual depth map. Depth values somehow got **discretized/clipped** resulting in depth maps that are different from actual ones. Here is a side-by-sid...
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1,555,054,737
I_kwDODunzps5csECR
5,458
slice split while streaming
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2023-01-24T14:08:17
2023-01-24T15:11:47
2023-01-24T15:11:47
NONE
null
### Describe the bug When using the `load_dataset` function with streaming set to True, slicing splits is apparently not supported. Did I miss this in the documentation? ### Steps to reproduce the bug `load_dataset("lhoestq/demo1",revision=None, streaming=True, split="train[:3]")` causes ValueError: Bad split:...
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5,457
prebuilt dataset relies on `downloads/extracted`
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2023-01-24T02:09:32
2023-01-24T18:14:10
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### Describe the bug I pre-built the dataset: ``` python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing ``` and it can be used just fine. now I wipe out `downloads/extracted` and it no longer works. ``` rm -r ~/.cache/huggingface...
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I_kwDODunzps5cjzoz
5,454
Save and resume the state of a DataLoader
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2023-01-23T10:58:54
2023-01-24T01:45:48
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MEMBER
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It would be nice when using `datasets` with a PyTorch DataLoader to be able to resume a training from a DataLoader state (e.g. to resume a training that crashed) What I have in mind (but lmk if you have other ideas or comments): For map-style datasets, this requires to have a PyTorch Sampler state that can be sav...
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1,552,336,300
I_kwDODunzps5chsWs
5,451
ImageFolder BadZipFile: Bad offset for central directory
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2023-01-22T23:50:12
2023-01-23T17:25:56
null
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### Describe the bug I'm getting the following exception: ``` lib/python3.10/zipfile.py:1353 in _RealGetContents │ │ │ │ 1350 │ │ # self.start_dir: Position of start of central directory ...
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I_kwDODunzps5cdAz1
5,450
to_tf_dataset with a TF collator causes bizarrely persistent slowdown
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2023-01-20T16:08:37
2023-01-23T18:54:09
null
MEMBER
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### Describe the bug This will make more sense if you take a look at [a Colab notebook that reproduces this issue.](https://colab.research.google.com/drive/1rxyeciQFWJTI0WrZ5aojp4Ls1ut18fNH?usp=sharing) Briefly, there are several datasets that, when you iterate over them with `to_tf_dataset` **and** a data colla...
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5,448
Support fsspec 2023.1.0 in CI
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2023-01-20T10:26:31
2023-01-20T13:26:05
2023-01-20T13:26:05
MEMBER
null
Once we find out the root cause of: - #5445 we should revert the temporary pin on fsspec introduced by: - #5447
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I_kwDODunzps5cbBsf
5,445
CI tests are broken: AttributeError: 'mappingproxy' object has no attribute 'target'
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2023-01-20T10:03:10
2023-01-20T10:28:44
2023-01-20T10:28:44
MEMBER
null
CI tests are broken, raising `AttributeError: 'mappingproxy' object has no attribute 'target'`. See: https://github.com/huggingface/datasets/actions/runs/3966497597/jobs/6797384185 ``` ... ERROR tests/test_streaming_download_manager.py::TestxPath::test_xpath_rglob[mock://top_level-date=2019-10-0[1-4]/*-expected_path...
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info messages logged as warnings
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2023-01-20T01:19:18
2023-01-25T15:43:22
null
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### Describe the bug Code in `datasets` is using `logger.warning` when it should be using `logger.info`. Some of these are probably a matter of opinion, but I think anything starting with `logger.warning(f"Loading chached` clearly falls into the info category. Definitions from the Python docs for reference: * I...
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1,550,084,450
I_kwDODunzps5cZGli
5,442
OneDrive Integrations with HF Datasets
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2023-01-19T23:12:08
2023-01-20T18:05:52
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### Feature request First of all , I would like to thank all community who are developed DataSet storage and make it free available How to integrate our Onedrive account or any other possible storage clouds (like google drive,...) with the **HF** datasets section. For example, if I have **50GB** on my **Onedrive*...
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5,439
[dataset request] Add Common Voice 12.0
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2023-01-18T13:07:05
2023-01-25T18:38:53
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### Feature request Please add the common voice 12_0 datasets. Apart from English, a significant amount of audio-data has been added to the other minor-language datasets. ### Motivation The dataset link: https://commonvoice.mozilla.org/en/datasets
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5,437
Can't load png dataset with 4 channel (RGBA)
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2023-01-17T18:22:27
2023-01-18T20:20:15
2023-01-18T20:20:15
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I try to create dataset which contains about 9000 png images 64x64 in size, and they are all 4-channel (RGBA). When trying to use load_dataset() then a dataset is created from only 2 images. What exactly interferes I can not understand.![Screenshot_20230117_212213.jpg](https://user-images.githubusercontent.com/41611046...
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Wrong statement in "Load a Dataset in Streaming mode" leads to data leakage
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2023-01-17T10:04:16
2023-01-19T09:56:03
2023-01-19T09:56:03
NONE
null
### Describe the bug In the [Split your dataset with take and skip](https://huggingface.co/docs/datasets/v1.10.2/dataset_streaming.html#split-your-dataset-with-take-and-skip), it states: > Using take (or skip) prevents future calls to shuffle from shuffling the dataset shards order, otherwise the taken examples cou...
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sample_dataset module not found
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2023-01-17T09:57:54
2023-01-19T13:52:12
2023-01-19T07:55:11
NONE
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1,536,017,901
I_kwDODunzps5bjcXt
5,433
Support latest Docker image in CI benchmarks
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2023-01-17T09:06:08
2023-01-18T06:29:08
2023-01-18T06:29:08
MEMBER
null
Once we find out the root cause of: - #5431 we should revert the temporary pin on the Docker image version introduced by: - #5432
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CI benchmarks are broken: Unknown arguments: runnerPath, path
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2023-01-17T06:49:57
2023-01-18T06:33:24
2023-01-17T08:51:18
MEMBER
null
Our CI benchmarks are broken, raising `Unknown arguments` error: https://github.com/huggingface/datasets/actions/runs/3932397079/jobs/6724905161 ``` Unknown arguments: runnerPath, path ``` Stack trace: ``` 100%|██████████| 500/500 [00:01<00:00, 338.98ba/s] Updating lock file 'dvc.lock' To track the changes ...
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1,535,856,503
I_kwDODunzps5bi093
5,430
Support Apache Beam >= 2.44.0
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2023-01-17T06:42:12
2023-01-17T16:12:18
null
MEMBER
null
Once we find out the root cause of: - #5426 we should revert the temporary pin on apache-beam introduced by: - #5429
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1,535,166,139
I_kwDODunzps5bgMa7
5,428
Load/Save FAISS index using fsspec
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2023-01-16T16:08:12
2023-01-19T16:34:34
null
CONTRIBUTOR
null
### Feature request From what I understand `faiss` already support this [link](https://github.com/facebookresearch/faiss/wiki/Index-IO,-cloning-and-hyper-parameter-tuning#generic-io-support) I would like to use a stream as input to `Dataset.load_faiss_index` and `Dataset.save_faiss_index`. ### Motivation In...
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https://api.github.com/repos/huggingface/datasets/issues/5427
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1,535,162,889
I_kwDODunzps5bgLoJ
5,427
Unable to download dataset id_clickbait
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2023-01-16T16:05:36
2023-01-18T09:51:28
2023-01-18T09:25:19
NONE
null
### Describe the bug I tried to download dataset `id_clickbait`, but receive this error message. ``` FileNotFoundError: Couldn't find file at https://md-datasets-cache-zipfiles-prod.s3.eu-west-1.amazonaws.com/k42j7x2kpn-1.zip ``` When i open the link using browser, i got this XML data. ```xml <?xml versi...
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