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https://api.github.com/repos/huggingface/datasets/issues/5257
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https://github.com/huggingface/datasets/pull/5257
1,452,656,891
PR_kwDODunzps5DFENm
5,257
remove an unused statement
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2022-11-17T04:00:50
2022-11-17T04:00:50
null
NONE
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remove the unused statement: `input_pairs = list(zip())`
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1,452,652,586
PR_kwDODunzps5DFDY0
5,256
fix wrong print
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2022-11-17T03:54:26
2022-11-17T03:54:26
null
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print `encoded_dataset.column_names` not `dataset.column_names`
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1,452,631,517
I_kwDODunzps5WlWXd
5,255
Add a Depth Estimation dataset - DIODE / NYUDepth / KITTI
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[ "Also cc @mariosasko and @lhoestq " ]
2022-11-17T03:22:22
2022-11-17T05:56:34
null
CONTRIBUTOR
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### Name NYUDepth ### Paper http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pdf ### Data https://cs.nyu.edu/~silberman/datasets/nyu_depth_v2.html ### Motivation Depth estimation is an important problem in computer vision. We have a couple of Depth Estimation models on Hub as well: * [GLPN...
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5,254
typo
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2022-11-17T02:39:57
2022-11-17T02:39:57
null
NONE
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2022-11-17T02:22:58
2022-11-17T02:22:58
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NONE
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1,451,765,838
PR_kwDODunzps5DCI1U
5,252
Support for decoding Image/Audio types in map when format type is not default one
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5252). All of your documentation changes will be reflected on that endpoint.", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5252). All of your documentation changes will be reflected on...
2022-11-16T15:02:13
2022-11-16T18:06:50
null
CONTRIBUTOR
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Add support for decoding (lazily) the `Image`/`Audio` types in `map` for the formats (Numpy, TF, Jax, PyTorch) other than the default one (Python). Additional improvements: * make `Dataset`'s "iter" API cleaner by removing `_iter` and replacing `_iter_batches` with `iter(batch_size)` (also implemented for `Iterab...
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1,451,761,321
I_kwDODunzps5WiB6p
5,251
Docs are not generated after latest release
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[ "After a discussion with @mishig25:\r\n- He said that this action should be triggered if we call our release branch according to the regex `v*-release`, as transformers does\r\n- I said that our procedure is different: our release branch is *temporary* and it is deleted just after the release PR is merged to main\r...
2022-11-16T14:59:31
2022-11-16T16:08:35
null
MEMBER
null
null
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After the latest `datasets` release version 0.7.0, the docs were not generated. As we have changed the release procedure (so that now we do not push directly to main branch), maybe we should also change the corresponding GitHub action: https://github.com/huggingface/datasets/blob/edf1902f954c5568daadebcd8754bdad4...
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PR_kwDODunzps5DB-1y
5,250
Change release procedure to use only pull requests
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2022-11-16T14:35:32
2022-11-16T18:25:20
null
MEMBER
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This PR changes the release procedure so that: - it only make changes to main branch via pull requests - it is no longer necessary to directly commit/push to main branch Close #5251.
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1,451,692,247
I_kwDODunzps5WhxDX
5,249
Protect the main branch from inadvertent direct pushes
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2022-11-16T14:19:03
2022-11-16T14:36:14
null
MEMBER
null
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We have decided to implement a protection mechanism in this repository, so that nobody (not even administrators) can inadvertently push accidentally directly to the main branch. See context here: - d7c942228b8dcf4de64b00a3053dce59b335f618 To do: - [x] Protect main branch - Settings > Branches > Branch protec...
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1,451,338,676
PR_kwDODunzps5DAqwt
5,248
Complete doc migration
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5248). All of your documentation changes will be reflected on that endpoint.", "Thanks for the fix @mishig25.\r\n\r\nI guess this is the reason why the docs are not generated for the latest release version 2.7.0? https://huggin...
2022-11-16T10:41:04
2022-11-16T15:06:50
2022-11-16T10:41:10
CONTRIBUTOR
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Reverts huggingface/datasets#5214 Everything is handled on the doc-builder side now 😊
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PR_kwDODunzps5DAhto
5,247
Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5247). All of your documentation changes will be reflected on that endpoint." ]
2022-11-16T10:17:31
2022-11-16T10:22:20
2022-11-16T10:17:50
MEMBER
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Release: 2.7.0
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5,245
Unable to rename columns in streaming dataset
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[ "Hi @peregilk this bug is directly related to https://github.com/huggingface/datasets/issues/3888, and still not fixed... But I'll try to have a look!", "Thanks @alvarobartt. It is great if you are able to fix it, but when reading the explanation it seems like it is possible to work around it.\r\n\r\nWe also trie...
2022-11-15T21:04:41
2022-11-16T17:20:20
null
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### Describe the bug Trying to rename column in a streaming datasets, destroys the features object. ### Steps to reproduce the bug The following code illustrates the error: ``` from datasets import load_dataset dataset = load_dataset('mc4', 'en', streaming=True, split='train') dataset.info.features # {'text':...
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I_kwDODunzps5WbYmZ
5,244
Allow dataset streaming from private a private source when loading a dataset with a dataset loading script
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2022-11-15T16:02:10
2022-11-15T16:03:09
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### Feature request Add arguments to the function _get_authentication_headers_for_url_ like custom_endpoint and custom_token in order to add flexibility when downloading files from a private source. It should also be possible to provide these arguments from the dataset loading script, maybe giving them to the dl_...
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1,449,523,962
I_kwDODunzps5WZfr6
5,243
Download only split data
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[ "Hi @capsabogdan! Unfortunately, it's hard to implement because quite often datasets data is being hosted in a single archive for all splits :( So we have to download the whole archive to split it into splits. This is the case for CommonVoice too. \r\n\r\nHowever, for cases when data is distributed in separate arch...
2022-11-15T10:15:54
2022-11-15T20:12:24
null
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### Feature request Is it possible to download only the data that I am requesting and not the entire dataset? I run out of disk spaceas it seems to download the entire dataset, instead of only the part needed. common_voice["test"] = load_dataset("mozilla-foundation/common_voice_11_0", "en", split="test", ...
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5,242
Failed Data Processing upon upload with zip file full of images
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[ "cc @abhishekkrthakur @SBrandeis " ]
2022-11-15T02:47:52
2022-11-15T17:59:23
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I went to autotrain and under image classification arrived where it was time to prepare my dataset. Screenshot below ![image](https://user-images.githubusercontent.com/82735473/201814099-3cc5ff8a-88dc-4f5f-8140-f19560641d83.png) I chose the method 2 option. I have a csv file with two columns. ~23,000 files. I...
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5,241
Support hfh rc version
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2022-11-14T18:05:47
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otherwise the code doesn't work for hfh 0.11.0rc0 following #5237
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Cleaner error tracebacks for dataset script errors
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lhoestq Good catch! This currently leads to an AttributeError (due to `writer` being None) on this line:\r\nhttps://github.com/huggingface/datasets/blob/fed1628d49a91f9ae259ddf6edbb252c7972d9a3/src/datasets/builder.py#L1552\r\n" ]
2022-11-14T17:42:02
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Make the traceback of the errors raised in `_generate_examples` cleaner for easier debugging. Additionally, initialize the `writer` in the for-loop to avoid the `ValueError` from `ArrowWriter.finalize` raised in the `finally` block when no examples are yielded before the `_generate_examples` error. <details> <s...
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5,239
Add num_proc to from_csv/generator/json/parquet/text
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5239). All of your documentation changes will be reflected on that endpoint." ]
2022-11-14T14:53:00
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Allow multiprocessing to from_* methods
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Make `Version` hashable
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2022-11-14T14:52:55
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Add `__hash__` to the `Version` class to make it hashable (and remove the unneeded methods), as `Version("0.0.0")` is the default value of `BuilderConfig.version` and the default fields of a dataclass need to be hashable in Python 3.11. Fix https://github.com/huggingface/datasets/issues/5230
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Encode path only for old versions of hfh
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Next version of `huggingface-hub` 0.11 does encode the `path`, and we don't want to encode twice
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Handle ArrowNotImplementedError caused by try_type being Image or Audio in cast
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Not sure how we can have a test that is relevant for this though - feel free to add one if you have ideas\r\n\r\nYes, this was my reasoning for not adding a test. This change is pretty simple, so I think it's OK not to have a test ...
2022-11-14T14:38:59
2022-11-14T16:04:29
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Handle the `ArrowNotImplementedError` thrown when `try_type` is `Image` or `Audio` and the input array cannot be converted to their storage formats. Reproducer: ```python from datasets import Dataset from PIL import Image import requests ds = Dataset.from_dict({"image": [Image.open(requests.get("https://uploa...
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PR_kwDODunzps5C1pjc
5,235
Pin `typer` version in tests to <0.5 to fix Windows CI
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2022-11-14T13:17:02
2022-11-14T15:43:01
2022-11-14T13:41:12
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Otherwise `click` fails on Windows: ``` Traceback (most recent call last): File "C:\hostedtoolcache\windows\Python\3.7.9\x64\lib\runpy.py", line 193, in _run_module_as_main "__main__", mod_spec) File "C:\hostedtoolcache\windows\Python\3.7.9\x64\lib\runpy.py", line 85, in _run_code exec(code, run_glob...
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PR_kwDODunzps5C1diq
5,234
fix: dataset path should be absolute
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2022-11-14T12:47:40
2022-11-14T12:47:40
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cache_file_name depends on dataset's path. A simple way where this could cause a problem: ``` import os import datasets def add_prefix(example): example["text"] = "Review: " + example["text"] return example ds = datasets.load_from_disk("a/relative/path") os.chdir("/tmp") ds_1 = ds.map(add_...
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PR_kwDODunzps5C1JVh
5,233
Fix shards in IterableDataset.from_generator
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-14T11:42:09
2022-11-14T14:16:03
2022-11-14T14:13:22
MEMBER
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Allow to define a sharded iterable dataset
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1,446,294,165
I_kwDODunzps5WNLKV
5,232
Incompatible dill versions in datasets 2.6.1
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[ "Thanks for reporting, @vinaykakade.\r\n\r\nWe are discussing about making a release early this week.\r\n\r\nPlease note that in the meantime, in your specific case (as we also pointed out here: https://github.com/huggingface/datasets/issues/5162#issuecomment-1291720293), you can circumvent the issue by pinning `mu...
2022-11-12T06:46:23
2022-11-14T08:24:43
2022-11-14T08:07:59
NONE
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### Describe the bug datasets version 2.6.1 has a dependency on dill<0.3.6. This causes a conflict with dill>=0.3.6 used by multiprocess dependency in datasets 2.6.1 This issue is already fixed in https://github.com/huggingface/datasets/pull/5166/files, but not yet been released. Please release a new version of the...
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1,445,883,267
I_kwDODunzps5WLm2D
5,231
Using `set_format(type='torch', columns=columns)` makes Array2D/3D columns stop formatting correctly
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[ "In case others find this, the problem was not with set_format, but my usages of `to_pandas()` and `from_pandas()` which I was using during dataset splitting; somewhere in the chain of converting to and from pandas the `Array2D/Array3D` types get converted to series of `Sequence()` types" ]
2022-11-11T18:54:36
2022-11-11T20:42:29
2022-11-11T18:59:50
NONE
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I have a Dataset with two Features defined as follows: ``` 'image': Array3D(dtype="int64", shape=(3, 224, 224)), 'bbox': Array2D(dtype="int64", shape=(512, 4)), ``` On said dataset, if I `dataset.set_format(type='torch')` and then use the dataset in a dataloader, these columns are correctly cast to Tensors of ...
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1,445,507,580
I_kwDODunzps5WKLH8
5,230
dataclasses error when importing the library in python 3.11
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[ "I opened [this issue](https://github.com/python/cpython/issues/99401).\r\nPython's maintainers say that the issue is caused by [this change](https://docs.python.org/3.11/whatsnew/3.11.html#dataclasses).\r\nI believe adding a `__hash__` method to `datasets.utils.version.Version` should solve (at least partially) th...
2022-11-11T13:53:49
2022-11-14T20:51:44
2022-11-14T15:27:37
NONE
null
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### Describe the bug When I import datasets using python 3.11 the dataclasses standard library raises the following error: `ValueError: mutable default <class 'datasets.utils.version.Version'> for field version is not allowed: use default_factory` When I tried to import the library using the following jupyter note...
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1,445,121,028
I_kwDODunzps5WIswE
5,229
Type error when calling `map` over dataset containing 0-d tensors
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2022-11-11T08:27:28
2022-11-11T10:28:16
null
NONE
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### Describe the bug 0-dimensional tensors in a dataset lead to `TypeError: iteration over a 0-d array` when calling `map`. It is easy to generate such tensors by using `.with_format("...")` on the whole dataset. ### Steps to reproduce the bug ``` ds = datasets.Dataset.from_list([{"a": 1}, {"a": 1}]).with_fo...
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1,444,763,105
I_kwDODunzps5WHVXh
5,228
Loading a dataset from the hub fails if you happen to have a folder of the same name
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[ "`load_dataset` first checks for a local directory before checking for the Hub.\r\n\r\nTo make it explicit that it has to fetch the Hub, we could support the `hffs` syntax:\r\n```python\r\nload_dataset(\"hf://datasets/glue\")\r\n```\r\n\r\nwould that work for you ? Also cc @mariosasko who's leading the `hffs` proje...
2022-11-11T00:51:54
2022-11-14T18:17:34
null
NONE
null
null
null
### Describe the bug I'm not 100% sure this should be considered a bug, but it was certainly annoying to figure out the cause of. And perhaps I am just missing a specific argument needed to avoid this conflict. Basically I had a situation where multiple workers were downloading different parts of the glue dataset and ...
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I_kwDODunzps5WGyc-
5,227
datasets.data_files.EmptyDatasetError: The directory at wikisql doesn't contain any data files
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[ "Fixed. Please close." ]
2022-11-10T21:57:06
2022-11-10T22:05:43
2022-11-10T22:05:43
NONE
null
null
null
### Describe the bug From these lines: from datasets import list_datasets, load_dataset dataset = load_dataset("wikisql","binary") I get error message: datasets.data_files.EmptyDatasetError: The directory at wikisql doesn't contain any data files And yet the 'wikisql' is reported to exist via the list_datas...
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1,444,385,148
I_kwDODunzps5WF5F8
5,226
Q: Memory release when removing the column?
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[ "Hi ! Datasets are memory mapped from your disk, i.e. they're not loaded in RAM. This is possible thanks to the Arrow data format.\r\n\r\nTherefore the column you remove is not in RAM, so removing it doesn't cause the RAM to decrease.", "Thanks for the explanation! @lhoestq \r\nI wonder since it is memory mapped,...
2022-11-10T18:35:27
2022-11-16T13:20:39
null
NONE
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### Describe the bug How do I release memory when I use methods like `.remove_columns()` or `clear()` in notebooks? ```python from datasets import load_dataset common_voice = load_dataset("mozilla-foundation/common_voice_11_0", "ja", use_auth_token=True) # check memory -> RAM Used (GB): 0.704 / Total (GB) 33.670...
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1,444,305,183
I_kwDODunzps5WFlkf
5,225
Add video feature
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2022-11-10T17:36:11
2022-11-10T17:36:53
null
CONTRIBUTOR
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### Feature request Add a `Video` feature to the library so folks can include videos in their datasets. ### Motivation Being able to load Video data would be quite helpful. However, there are some challenges when it comes to videos: 1. Videos, unlike images, can end up being extremely large files 2. Often times ...
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5,224
Seems to freeze when loading audio dataset with wav files from local folder
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[ "I just tried to do the same but changing the `.wav` files to `.mp3` files and that doesn't fix it." ]
2022-11-10T10:29:31
2022-11-10T10:45:29
null
NONE
null
null
null
### Describe the bug I'm following the instructions in [https://huggingface.co/docs/datasets/audio_load#audiofolder-with-metadata](url) to be able to load a dataset from a local folder. I have everything into a folder, into a train folder and then the audios and csv. When I try to load the dataset and run from term...
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1,442,610,658
PR_kwDODunzps5CjT9Z
5,223
Add SQL guide
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5223). All of your documentation changes will be reflected on that endpoint.", "I think we may want more content on this page that's not SQL related. Some of that content probably already lives in the main `load` docs page, but...
2022-11-09T19:10:27
2022-11-15T17:40:25
2022-11-15T17:40:21
MEMBER
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This PR adapts @nateraw's awesome SQL notebook as a guide for the docs!
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1,442,412,507
I_kwDODunzps5V-Xfb
5,222
HuggingFace website is incorrectly reporting that my datasets are pickled
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[ "cc @McPatate maybe you know what's happening ?", "Yes I think I know what is happening. We check in zips for pickles, and the UI must display the pickle jar when a scan has an associated list of imports, even when empty.\r\n~I'll fix ASAP !~", "> I'll fix ASAP !\r\n\r\nActually I'd rather leave it like that f...
2022-11-09T16:41:16
2022-11-09T18:10:46
2022-11-09T18:06:57
NONE
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### Describe the bug HuggingFace is incorrectly reporting that my datasets are pickled. They are not picked, they are simple ZIP files containing PNG images. Hopefully this is the right location to report this bug. ### Steps to reproduce the bug Inspect my dataset respository here: https://huggingface.co/datasets...
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1,442,309,094
I_kwDODunzps5V9-Pm
5,221
Cannot push
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[ "Did you run `huggingface-cli lfs-enable-largefiles` before committing or before adding ? Maybe you can try before adding\r\n\r\nAnyway I'd encourage you to split your data into several TAR archives if possible, this way the dataset can loaded faster using multiprocessing (by giving each process a subset of shards ...
2022-11-09T15:32:05
2022-11-10T18:11:21
2022-11-10T18:11:11
NONE
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### Describe the bug I am facing the issue when I try to push the tar.gz file around 11G to HUB. ``` (venv) ╭─laptop@laptop ~/PersonalProjects/data/ulaanbal_v0 ‹main●› ╰─$ du -sh * 4.0K README.md 13G data 516K test.jsonl 18M train.jsonl 4.0K ulaanbal_v0.py 11G ulaanbal_v0.tar.gz 452K validation.jsonl...
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1,441,664,377
I_kwDODunzps5V7g15
5,220
Implicit type conversion of lists in to_pandas
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[ "I think this behavior comes from PyArrow:\r\n```python\r\nimport pyarrow as pa\r\nt = pa.table({\"a\": [[0]]})\r\nt.to_pandas().a.values[0]\r\n# array([0])\r\n```\r\n\r\nI believe this has to do with zero-copy: you can get a pandas DataFrame without copying the buffers from arrow, and therefore end up with numpy a...
2022-11-09T08:40:18
2022-11-10T16:12:26
2022-11-10T16:12:26
CONTRIBUTOR
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### Describe the bug ``` ds = Dataset.from_list([{'a':[1,2,3]}]) ds.to_pandas().a.values[0] ``` Results in `array([1, 2, 3])` -- a rather unexpected conversion of types which made downstream tools expecting lists not happy. ### Steps to reproduce the bug See snippet ### Expected behavior Keep the original typ...
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1,441,255,910
I_kwDODunzps5V59Hm
5,219
Delta Tables usage using Datasets Library
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[ "Hi ! Interesting :) Can you provide concrete examples of cases where it can be useful ?" ]
2022-11-09T02:43:56
2022-11-09T13:34:51
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### Feature request Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well. ### Motivation We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library...
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5,218
Delta Tables usage using Datasets Library
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2022-11-09T02:42:18
2022-11-09T02:42:36
2022-11-09T02:42:36
NONE
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### Feature request Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well. ### Motivation We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library...
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PR_kwDODunzps5CetXs
5,217
Reword E2E training and inference tips in the vision guides
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-09T02:40:01
2022-11-10T01:38:09
2022-11-10T01:36:09
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Reference: https://github.com/huggingface/datasets/pull/5188#discussion_r1012148730
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I_kwDODunzps5V5I4b
5,216
save_elasticsearch_index
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[ "Hi ! I think there exist tools to dump and reload an index in your elastic search but I'm not super familiar with it.\r\n\r\nAnyway after reloading an index in elastic search you can call `ds.load_elasticsearch_index` which will connect the index to the dataset without re-indexing" ]
2022-11-08T23:06:52
2022-11-09T13:16:45
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Hi, I am new to Dataset and elasticsearch. I was wondering is there any equivalent approach to save elasticsearch index as of save_faiss_index locally for later use, to remove the need to re-index a dataset?
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5,214
Update github pr docs actions
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5214). All of your documentation changes will be reflected on that endpoint." ]
2022-11-08T14:43:37
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Add support for different configs with `push_to_hub`
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will solve #5151
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5,212
Fix CI require_beam maximum compatible dill version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5212). All of your documentation changes will be reflected on that endpoint." ]
2022-11-08T07:30:01
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A previous commit to main branch introduced an additional requirement on maximum compatible `dill` version with `apache-beam` in our CI `require_beam`: - d7c942228b8dcf4de64b00a3053dce59b335f618 - ec222b220b79f10c8d7b015769f0999b15959feb This PR fixes the maximum compatible `dill` version with `apache-beam`, which...
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Update Overview.ipynb google colab
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5211). All of your documentation changes will be reflected on that endpoint." ]
2022-11-07T15:23:52
2022-11-07T15:30:01
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- removed metrics stuff - added image example - added audio example (with ffmpeg instructions) - updated the "add a new dataset" section
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Tweak readme
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5210). All of your documentation changes will be reflected on that endpoint.", "Nit: We should also update the `Disclaimers` section to let the dataset owners know they should use Hub discussions rather than GH issues for remov...
2022-11-07T14:51:23
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Tweaked some paragraphs mentioning the modalities we support + added a paragraph on security
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Implement ability to define splits in metadata section of dataset card
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[ "@merveenoyan Do you want different files to be splits or configurations?\r\n\r\nFrom [what you specified in `Readme.md`](https://huggingface.co/datasets/inria-soda/tabular-benchmark/commit/fb4575853772c62a20203bdd6cc0202f5db4ce4e) I hypothesize that you want to have 4 **configs** corresponding to directories: `\"c...
2022-11-07T13:27:16
2022-11-09T17:19:48
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### Feature request If you go here: https://huggingface.co/datasets/inria-soda/tabular-benchmark/tree/main you will see bunch of folders that has various CSV files. I’d like dataset viewer to show these files instead of only one dataset like it currently does. (and also people to be able to load them as splits inste...
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