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1,526,904,861
RuntimeError: Sharding is ambiguous for this dataset
### 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) ...
closed
5,415
[]
false
2023-01-10 07:36:11
2023-01-18 14:09:04
MEMBER
albertvillanova
8,515,462
User
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https://api.github.com/repos/huggingface/datasets/issues/5415
https://github.com/huggingface/datasets/issues/5415
null
false
1,525,733,818
Sharding error with Multilingual LibriSpeech
### 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/...
closed
5,414
[ "Thanks for reporting, @Nithin-Holla.\r\n\r\nThis is a known issue for multiple datasets and we are investigating it:\r\n- See e.g.: https://huggingface.co/datasets/ami/discussions/3", "Main issue:\r\n- #5415", "@albertvillanova Thanks! As a workaround for now, can I use the dataset in streaming mode?", "Yes,...
false
2023-01-09 14:45:31
2023-01-18 14:09:04
NONE
Nithin-Holla
19,574,344
User
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https://github.com/huggingface/datasets/issues/5414
null
false
1,524,591,837
concatenate_datasets fails when two dataset with shards > 1 and unequal shard numbers
### 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...
closed
5,413
[ "Hi ! Thanks for reporting :)\r\n\r\nI managed to reproduce the hub using\r\n```python\r\n\r\nfrom datasets import concatenate_datasets, Dataset, load_from_disk\r\n\r\nDataset.from_dict({\"a\": range(9)}).save_to_disk(\"tmp/ds1\")\r\nds1 = load_from_disk(\"tmp/ds1\")\r\nds1 = concatenate_datasets([ds1, ds1])\r\n\r\...
false
2023-01-08 17:01:52
2023-01-26 09:27:21
NONE
ZeguanXiao
38,279,341
User
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https://github.com/huggingface/datasets/issues/5413
null
false
1,524,250,269
load_dataset() cannot find dataset_info.json with multiple training runs in parallel
### 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 ...
closed
5,412
[ "Hi ! It fails because the dataset is already being prepared by your first run. I'd encourage you to prepare your dataset before using it for multiple trainings.\r\n\r\nYou can also specify another cache directory by passing `cache_dir=` to `load_dataset()`.", "Thank you! What do you mean by prepare it beforehand...
false
2023-01-08 00:44:32
2023-01-19 20:28:43
NONE
mtoles
7,139,344
User
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null
false
1,523,297,786
Update docs of S3 filesystem with async aiobotocore
[s3fs has migrated to all async calls](https://github.com/fsspec/s3fs/commit/0de2c6fb3d87c08ea694de96dca0d0834034f8bf). Updating documentation to use `AioSession` while using s3fs for download manager as well as working with datasets
closed
5,411
[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
false
2023-01-06 23:19:17
2023-01-18 11:18:59
CONTRIBUTOR
maheshpec
5,677,912
User
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https://github.com/huggingface/datasets/pull/5411
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true
1,521,168,032
Map-style Dataset to IterableDataset
Added `ds.to_iterable()` to get an iterable dataset from a map-style arrow dataset. It also has a `num_shards` argument to split the dataset before converting to an iterable dataset. Sharding is important to enable efficient shuffling and parallel loading of iterable datasets. TODO: - [x] tests - [x] docs Fi...
closed
5,410
[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
false
2023-01-05 18:12:17
2023-02-01 18:11:45
MEMBER
lhoestq
42,851,186
User
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true
1,520,374,219
Fix deprecation warning when use_auth_token passed to download_and_prepare
The `DatasetBuilder.download_and_prepare` argument `use_auth_token` was deprecated in: - #5302 However, `use_auth_token` is still passed to `download_and_prepare` in our built-in `io` readers (csv, json, parquet,...). This PR fixes it, so that no deprecation warning is raised. Fix #5407.
closed
5,409
[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
false
2023-01-05 09:10:58
2023-01-06 11:06:16
MEMBER
albertvillanova
8,515,462
User
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true
1,519,890,752
dataset map function could not be hash properly
### 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_...
closed
5,408
[ "Hi ! On macos I tried with\r\n- py 3.9.11\r\n- datasets 2.8.0\r\n- transformers 4.25.1\r\n- dill 0.3.4\r\n\r\nand I was able to hash `prepare_dataset` correctly:\r\n```python\r\nfrom datasets.fingerprint import Hasher\r\nHasher.hash(prepare_dataset)\r\n```\r\n\r\nWhat version of transformers do you have ? Can you ...
false
2023-01-05 01:59:59
2023-01-06 13:22:19
NONE
Tungway1990
68,179,274
User
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1,519,797,345
Datasets.from_sql() generates deprecation warning
### 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 ...
closed
5,407
[ "Thanks for reporting @msummerfield. We are fixing it." ]
false
2023-01-05 00:43:17
2023-01-06 10:59:14
NONE
msummerfield
21,002,157
User
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null
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1,519,140,544
[2.6.1][2.7.0] Upgrade `datasets` to fix `TypeError: can only concatenate str (not "int") to str`
`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...
open
5,406
[ "I still get this error on 2.9.0\r\n<img width=\"1925\" alt=\"image\" src=\"https://user-images.githubusercontent.com/7208470/215597359-2f253c76-c472-4612-8099-d3a74d16eb29.png\">\r\n", "Hi ! I just tested locally and or colab and it works fine for 2.9 on `sst2`.\r\n\r\nAlso the code that is shown in your stack t...
false
2023-01-04 15:10:04
2023-06-21 18:45:38
MEMBER
lhoestq
42,851,186
User
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null
false
1,517,879,386
size_in_bytes the same for all splits
### Describe the bug Hi, it looks like whenever you pull a dataset and get size_in_bytes, it returns the same size for all splits (and that size is the combined size of all splits). It seems like this shouldn't be the intended behavior since it is misleading. Here's an example: ``` >>> from datasets import load_da...
open
5,405
[ "Hi @Breakend,\r\n\r\nIndeed, the attribute `size_in_bytes` refers to the size of the entire dataset configuration, for all splits (size of downloaded files + Arrow files), not the specific split.\r\nThis is also the case for `download_size` (downloaded files) and `dataset_size` (Arrow files).\r\n\r\nThe size of th...
false
2023-01-03 20:25:48
2023-01-04 09:22:59
NONE
Breakend
1,609,857
User
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null
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1,517,566,331
Better integration of BIG-bench
### Feature request Ideally, it would be nice to have a maintained PyPI package for `bigbench`. ### Motivation We'd like to allow anyone to access, explore and use any task. ### Your contribution @lhoestq has opened an issue in their repo: - https://github.com/google/BIG-bench/issues/906
open
5,404
[ "Hi, I made my version : https://huggingface.co/datasets/tasksource/bigbench" ]
false
2023-01-03 15:37:57
2023-02-09 20:30:26
MEMBER
albertvillanova
8,515,462
User
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1,517,466,492
Replace one letter import in docs
This PR updates a code example for consistency across the docs based on [feedback from this comment](https://github.com/huggingface/transformers/pull/20925/files/9fda31634d203a47d3212e4e8d43d3267faf9808#r1058769500): "In terms of style we usually stay away from one-letter imports like this (even if the community use...
closed
5,403
[ "_The documentation is not available anymore as the PR was closed or merged._", "> Thanks for the docs fix for consistency.\r\n> \r\n> Again for consistency, it would be nice to make the same fix across all the docs, e.g.\r\n> \r\n> https://github.com/huggingface/datasets/blob/310cdddd1c43f9658de172b85b6509d07d5e...
false
2023-01-03 14:26:32
2023-01-03 15:06:18
CONTRIBUTOR
MKhalusova
1,065,417
User
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https://api.github.com/repos/huggingface/datasets/issues/5403
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true
1,517,409,429
Missing state.json when creating a cloud dataset using a dataset_builder
### Describe the bug Using `load_dataset_builder` to create a builder, run `download_and_prepare` do upload it to S3. However when trying to load it, there are missing `state.json` files. Complete example: ```python from aiobotocore.session import AioSession as Session from datasets import load_from_disk, load_da...
open
5,402
[ "`load_from_disk` must be used on datasets saved using `save_to_disk`: they correspond to fully serialized datasets including their state.\r\n\r\nOn the other hand, `download_and_prepare` just downloads the raw data and convert them to arrow (or parquet if you want). We are working on allowing you to reload a datas...
false
2023-01-03 13:39:59
2023-01-04 17:23:57
NONE
danielfleischer
22,022,514
User
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1,517,160,935
Support Dataset conversion from/to Spark
This PR implements Spark integration by supporting `Dataset` conversion from/to Spark `DataFrame`.
open
5,401
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5401). All of your documentation changes will be reflected on that endpoint.", "Cool thanks !\r\n\r\nSpark DataFrame are usually quite big, and I believe here `from_spark` would load everything in the driver node's RAM, which i...
false
2023-01-03 09:57:40
2023-01-05 14:21:33
MEMBER
albertvillanova
8,515,462
User
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true
1,517,032,972
Support streaming datasets with os.path.exists and Path.exists
Support streaming datasets with `os.path.exists` and `pathlib.Path.exists`.
closed
5,400
[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
false
2023-01-03 07:42:37
2023-01-06 10:42:44
MEMBER
albertvillanova
8,515,462
User
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true
1,515,548,427
Got disconnected from remote data host. Retrying in 5sec [2/20]
### Describe the bug While trying to upload my image dataset of a CSV file type to huggingface by running the below code. The dataset consists of a little over 100k of image-caption pairs ### Steps to reproduce the bug ``` df = pd.read_csv('x.csv', encoding='utf-8-sig') features = Features({ 'link': Ima...
closed
5,399
[]
false
2023-01-01 13:00:11
2023-01-02 07:21:52
NONE
alhuri
46,427,957
User
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null
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1,514,425,231
Unpin pydantic
Once `pydantic` fixes their issue in their 1.10.3 version, unpin it. See issue: - #5394 See temporary fix: - #5395
closed
5,398
[]
false
2022-12-30 10:37:31
2022-12-30 10:43:41
MEMBER
albertvillanova
8,515,462
User
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null
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1,514,412,246
Unpin pydantic test dependency
Once pydantic-1.10.3 has been yanked, we can unpin it: https://pypi.org/project/pydantic/1.10.3/ See reply by pydantic team https://github.com/pydantic/pydantic/issues/4885#issuecomment-1367819807 ``` v1.10.3 has been yanked. ``` in response to spacy request: https://github.com/pydantic/pydantic/issues/4885#issu...
closed
5,397
[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
false
2022-12-30 10:22:09
2022-12-30 10:53:11
MEMBER
albertvillanova
8,515,462
User
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https://api.github.com/repos/huggingface/datasets/issues/5397
https://github.com/huggingface/datasets/pull/5397
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true
1,514,002,934
Fix checksum verification
Expected checksum was verified against checksum dict (not checksum).
closed
5,396
[ "Hi ! If I'm not mistaken both `expected_checksums[url]` and `recorded_checksums[url]` are dictionaries with keys \"checksum\" and \"num_bytes\". So we need to check whether `expected_checksums[url] != recorded_checksums[url]` (or simply `expected_checksums[url][\"checksum\"] != recorded_checksums[url][\"checksum\"...
false
2022-12-29 19:45:17
2023-02-13 11:11:22
CONTRIBUTOR
daskol
9,336,514
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5396
https://github.com/huggingface/datasets/pull/5396
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true
1,513,997,335
Temporarily pin pydantic test dependency
Temporarily pin `pydantic` until a permanent solution is found. Fix #5394.
closed
5,395
[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
false
2022-12-29 19:34:19
2022-12-30 06:36:57
MEMBER
albertvillanova
8,515,462
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5395
https://github.com/huggingface/datasets/pull/5395
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true
1,513,976,229
CI error: TypeError: dataclass_transform() got an unexpected keyword argument 'field_specifiers'
### Describe the bug While installing the dependencies, the CI raises a TypeError: ``` Traceback (most recent call last): File "/opt/hostedtoolcache/Python/3.7.15/x64/lib/python3.7/runpy.py", line 183, in _run_module_as_main mod_name, mod_spec, code = _get_module_details(mod_name, _Error) File "/opt/hoste...
closed
5,394
[ "I still getting the same error :\r\n\r\n`python -m spacy download fr_core_news_lg\r\n`.\r\n`import spacy`", "@MFatnassi, this issue and the corresponding fix only affect our Continuous Integration testing environment.\r\n\r\nNote that `datasets` does not depend on `spacy`." ]
false
2022-12-29 18:58:44
2022-12-30 10:40:51
MEMBER
albertvillanova
8,515,462
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5394
https://github.com/huggingface/datasets/issues/5394
null
false
1,512,908,613
Finish deprecating the fs argument
See #5385 for some discussion on this The `fs=` arg was depcrecated from `Dataset.save_to_disk` and `Dataset.load_from_disk` in `2.8.0` (to be removed in `3.0.0`). There are a few other places where the `fs=` arg was still used (functions/methods in `datasets.info` and `datasets.load`). This PR adds a similar beha...
closed
5,393
[ "_The documentation is not available anymore as the PR was closed or merged._", "> Thanks for the deprecation. Some minor suggested fixes below...\r\n> \r\n> Also note that the corresponding tests should be updated as well.\r\n\r\nThanks for the suggestions/typo fixes. I updated the failing test - passing locall...
false
2022-12-28 15:33:17
2023-01-18 12:42:33
CONTRIBUTOR
dconathan
15,098,095
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5393
https://github.com/huggingface/datasets/pull/5393
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true
1,512,712,529
Fix Colab notebook link
Fix notebook link to open in Colab.
closed
5,392
[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
false
2022-12-28 11:44:53
2023-01-03 15:36:14
MEMBER
albertvillanova
8,515,462
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5392
https://github.com/huggingface/datasets/pull/5392
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true
1,510,350,400
Whisper Event - RuntimeError: The size of tensor a (504) must match the size of tensor b (448) at non-singleton dimension 1 100% 1000/1000 [2:52:21<00:00, 10.34s/it]
Done in a VM with a GPU (Ubuntu) following the [Whisper Event - PYTHON](https://github.com/huggingface/community-events/tree/main/whisper-fine-tuning-event#python-script) instructions. Attempted using [RuntimeError: he size of tensor a (504) must match the size of tensor b (448) at non-singleton dimension 1 100% 1...
closed
5,391
[ "Hey @catswithbats! Super sorry for the late reply! This is happening because there is data with label length (504) that exceeds the model's max length (448). \r\n\r\nThere are two options here:\r\n1. Increase the model's `max_length` parameter: \r\n```python\r\nmodel.config.max_length = 512\r\n```\r\n2. Filter dat...
false
2022-12-25 15:17:14
2023-07-21 14:29:47
NONE
catswithbats
12,885,107
User
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https://api.github.com/repos/huggingface/datasets/issues/5391
https://github.com/huggingface/datasets/issues/5391
null
false
1,509,357,553
Error when pushing to the CI hub
### Describe the bug Note that it's a special case where the Hub URL is "https://hub-ci.huggingface.co", which does not appear if we do the same on the Hub (https://huggingface.co). The call to `dataset.push_to_hub(` fails: ``` Pushing dataset shards to the dataset hub: 100%|██████████████████████████████████...
closed
5,390
[ "Hmmm, git bisect tells me that the behavior is the same since https://github.com/huggingface/datasets/commit/67e65c90e9490810b89ee140da11fdd13c356c9c (3 Oct), i.e. https://github.com/huggingface/datasets/pull/4926", "Maybe related to the discussions in https://github.com/huggingface/datasets/pull/5196", "Maybe...
false
2022-12-23 13:36:37
2022-12-23 20:29:02
COLLABORATOR
severo
1,676,121
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5390
https://github.com/huggingface/datasets/issues/5390
null
false
1,509,348,626
Fix link in `load_dataset` docstring
Fix https://github.com/huggingface/datasets/issues/5387, fix https://github.com/huggingface/datasets/issues/4566
closed
5,389
[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
false
2022-12-23 13:26:31
2023-01-25 19:00:43
COLLABORATOR
mariosasko
47,462,742
User
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https://api.github.com/repos/huggingface/datasets/issues/5389
https://github.com/huggingface/datasets/pull/5389
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true
1,509,042,348
Getting Value Error while loading a dataset..
### Describe the bug I am trying to load a dataset using Hugging Face Datasets load_dataset method. I am getting the value error as show below. Can someone help with this? I am using Windows laptop and Google Colab notebook. ``` WARNING:datasets.builder:Using custom data configuration default-a1d9e8eaedd958cd ---...
closed
5,388
[ "Hi! I can't reproduce this error locally (Mac) or in Colab. What version of `datasets` are you using?", "Hi [mariosasko](https://github.com/mariosasko), the datasets version is '2.8.0'.", "@valmetisrinivas you get that error because you imported `datasets` (and thus `fsspec`) before installing `zstandard`.\r\n...
false
2022-12-23 08:16:43
2022-12-29 08:36:33
NONE
valmetisrinivas
51,160,232
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5388
https://github.com/huggingface/datasets/issues/5388
null
false
1,508,740,177
Missing documentation page : improve-performance
### Describe the bug Trying to access https://huggingface.co/docs/datasets/v2.8.0/en/package_reference/cache#improve-performance, the page is missing. The link is in here : https://huggingface.co/docs/datasets/v2.8.0/en/package_reference/loading_methods#datasets.load_dataset.keep_in_memory ### Steps to reproduce t...
closed
5,387
[ "Hi! Our documentation builder does not support links to sections, hence the bug. This is the link it should point to https://huggingface.co/docs/datasets/v2.8.0/en/cache#improve-performance." ]
false
2022-12-23 01:12:57
2023-01-24 16:33:40
NONE
astariul
43,774,355
User
[]
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null
false
1,508,592,918
`max_shard_size` in `datasets.push_to_hub()` breaks with large files
### Describe the bug `max_shard_size` parameter for `datasets.push_to_hub()` works unreliably with large files, generating shard files that are way past the specified limit. In my private dataset, which contains unprocessed images of all sizes (up to `~100MB` per file), I've encountered cases where `max_shard_siz...
closed
5,386
[ "Hi! \r\n\r\nThis behavior stems from the fact that we don't always embed image bytes in the underlying arrow table, which can lead to bad size estimation (we use the first 1000 table rows to [estimate](https://github.com/huggingface/datasets/blob/9a7272cd4222383a5b932b0083a4cc173fda44e8/src/datasets/arrow_dataset....
false
2022-12-22 21:50:58
2022-12-26 23:45:51
NONE
salieri
1,086,393
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5386
https://github.com/huggingface/datasets/issues/5386
null
false
1,508,535,532
Is `fs=` deprecated in `load_from_disk()` as well?
### Describe the bug The `fs=` argument was deprecated from `Dataset.save_to_disk` and `Dataset.load_from_disk` in favor of automagically figuring it out via fsspec: https://github.com/huggingface/datasets/blob/9a7272cd4222383a5b932b0083a4cc173fda44e8/src/datasets/arrow_dataset.py#L1339-L1340 Is there a reason the...
closed
5,385
[ "Hi! Yes, we should deprecate the `fs` param here. Would you be interested in submitting a PR? ", "> Hi! Yes, we should deprecate the `fs` param here. Would you be interested in submitting a PR?\r\n\r\nYeah I can do that sometime next week. Should the storage_options be a new arg here? I’ll look around for anywh...
false
2022-12-22 21:00:45
2023-01-23 10:50:05
CONTRIBUTOR
dconathan
15,098,095
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5385
https://github.com/huggingface/datasets/issues/5385
null
false
1,508,152,598
Handle 0-dim tensors in `cast_to_python_objects`
Fix #5229
closed
5,384
[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
false
2022-12-22 16:15:30
2023-01-13 16:10:15
COLLABORATOR
mariosasko
47,462,742
User
[]
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https://api.github.com/repos/huggingface/datasets/issues/5384
https://github.com/huggingface/datasets/pull/5384
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true
1,507,293,968
IterableDataset missing column_names, differs from Dataset interface
### Describe the bug The documentation on [Stream](https://huggingface.co/docs/datasets/v1.18.2/stream.html) seems to imply that IterableDataset behaves just like a Dataset. However, examples like ``` dataset.map(augment_data, batched=True, remove_columns=dataset.column_names, ...) ``` will not work because `.colu...
closed
5,383
[ "Another example is that `IterableDataset.map` does not have `fn_kwargs`, among other arguments. It makes it harder to convert code from Dataset to IterableDataset.", "Hi! `fn_kwargs` was added to `IterableDataset.map` in `datasets 2.5.0`, so please update your installation (`pip install -U datasets`) to use it.\...
false
2022-12-22 05:27:02
2023-03-13 19:03:33
NONE
iceboundflame
933,687
User
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null
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1,504,788,691
Raise from disconnect error in xopen
this way we can know the cause of the disconnect related to https://github.com/huggingface/datasets/issues/5374
closed
5,382
[ "_The documentation is not available anymore as the PR was closed or merged._", "Could you review this small PR @albertvillanova ? :)", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric...
false
2022-12-20 15:52:44
2023-01-26 09:51:13
MEMBER
lhoestq
42,851,186
User
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https://api.github.com/repos/huggingface/datasets/issues/5382
https://github.com/huggingface/datasets/pull/5382
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true
1,504,498,387
Wrong URL for the_pile dataset
### Describe the bug When trying to load `the_pile` dataset from the library, I get a `FileNotFound` error. ### Steps to reproduce the bug Steps to reproduce: Run: ``` from datasets import load_dataset dataset = load_dataset("the_pile") ``` I get the output: "name": "FileNotFoundError", "message...
closed
5,381
[ "Hi! This error can happen if there is a local file/folder with the same name as the requested dataset. And to avoid it, rename the local file/folder.\r\n\r\nSoon, it will be possible to explicitly request a Hub dataset as follows:https://github.com/huggingface/datasets/issues/5228#issuecomment-1313494020" ]
false
2022-12-20 12:40:14
2023-02-15 16:24:57
NONE
LeoGrin
45,738,728
User
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null
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1,504,404,043
Improve dataset `.skip()` speed in streaming mode
### Feature request Add extra information to the `dataset_infos.json` file to include the number of samples/examples in each shard, for example in a new field `num_examples` alongside `num_bytes`. The `.skip()` function could use this information to ignore the download of a shard when in streaming mode, which AFAICT...
open
5,380
[ "Hi! I agree `skip` can be inefficient to use in the current state.\r\n\r\nTo make it fast, we could use \"statistics\" stored in Parquet metadata and read only the chunks needed to form a dataset. \r\n\r\nAnd thanks to the \"datasets-server\" project, which aims to store the Parquet versions of the Hub datasets (o...
false
2022-12-20 11:25:23
2023-03-08 10:47:12
CONTRIBUTOR
versae
173,537
User
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1,504,010,639
feat: depth estimation dataset guide.
This PR adds a guide for prepping datasets for depth estimation. PR to add documentation images is up here: https://huggingface.co/datasets/huggingface/documentation-images/discussions/22
closed
5,379
[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for the changes, looks good to me!", "@stevhliu I have pushed some quality improvements both in terms of code and content. Would you be able to re-review? ", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0...
false
2022-12-20 05:32:11
2023-01-13 12:30:31
MEMBER
sayakpaul
22,957,388
User
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https://github.com/huggingface/datasets/pull/5379
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true
1,503,887,508
The dataset "the_pile", subset "enron_emails" , load_dataset() failure
### Describe the bug When run "datasets.load_dataset("the_pile","enron_emails")" failure ![image](https://user-images.githubusercontent.com/52023469/208565302-cfab7b89-0b97-4fa6-a5ba-c11b0b629b1a.png) ### Steps to reproduce the bug Run below code in python cli: >>> import datasets >>> datasets.load_dataset(...
closed
5,378
[ "Thanks for reporting @shaoyuta. We are investigating it.\r\n\r\nWe are transferring the issue to \"the_pile\" Community tab on the Hub: https://huggingface.co/datasets/the_pile/discussions/4" ]
false
2022-12-20 02:19:13
2022-12-20 07:52:54
NONE
shaoyuta
52,023,469
User
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false
1,503,477,833
Add a parallel implementation of to_tf_dataset()
Hey all! Here's a first draft of the PR to add a multiprocessing implementation for `to_tf_dataset()`. It worked in some quick testing for me, but obviously I need to do some much more rigorous testing/benchmarking, and add some proper library tests. The core idea is that we do everything using `multiprocessing` and...
closed
5,377
[ "_The documentation is not available anymore as the PR was closed or merged._", "Failing because the test server uses Py3.7 but the `SharedMemory` features require Py3.8! I forgot we still support 3.7 for another couple of months. I'm not sure exactly how to proceed, whether I should leave this PR until then, or ...
false
2022-12-19 19:40:27
2023-01-25 16:28:44
MEMBER
Rocketknight1
12,866,554
User
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true
1,502,730,559
set dev version
closed
5,376
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5376). All of your documentation changes will be reflected on that endpoint." ]
false
2022-12-19 10:56:56
2022-12-19 11:01:55
MEMBER
lhoestq
42,851,186
User
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true
1,502,720,404
Release: 2.8.0
closed
5,375
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-19 10:48:26
2022-12-19 10:55:43
MEMBER
lhoestq
42,851,186
User
[]
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true
1,501,872,945
Using too many threads results in: Got disconnected from remote data host. Retrying in 5sec
### Describe the bug `streaming_download_manager` seems to disconnect if too many runs access the same underlying dataset 🧐 The code works fine for me if I have ~100 runs in parallel, but disconnects once scaling to 200. Possibly related: - https://github.com/huggingface/datasets/pull/3100 - https://github.com/...
closed
5,374
[ "The data files are hosted on HF at https://huggingface.co/datasets/allenai/c4/tree/main\r\n\r\nYou have 200 runs streaming the same files in parallel. So this is probably a Hub limitation. Maybe rate limiting ? cc @julien-c \r\n\r\nMaybe you can also try to reduce the number of HTTP requests by increasing the bloc...
false
2022-12-18 11:38:58
2023-07-24 15:23:07
CONTRIBUTOR
Muennighoff
62,820,084
User
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https://github.com/huggingface/datasets/issues/5374
null
false
1,501,484,197
Simplify skipping
Was hoping to find a way to speed up the skipping as I'm running into bottlenecks skipping 100M examples on C4 (it takes 12 hours to skip), but didn't find anything better than this small change :( Maybe there's a way to directly skip whole shards to speed it up? 🧐
closed
5,373
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-17 17:23:52
2022-12-18 21:43:31
CONTRIBUTOR
Muennighoff
62,820,084
User
[]
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true
1,501,377,802
Fix streaming pandas.read_excel
This PR fixes `xpandas_read_excel`: - Support passing a path string, besides a file-like object - Support passing `use_auth_token` - First assumes the host server supports HTTP range requests; only if a ValueError is thrown (Cannot seek streaming HTTP file), then it preserves previous behavior (see [#3355](https://g...
closed
5,372
[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
false
2022-12-17 12:58:52
2023-01-06 11:50:58
MEMBER
albertvillanova
8,515,462
User
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true
1,501,369,036
Add a robustness benchmark dataset for vision
### Name ImageNet-C ### Paper Benchmarking Neural Network Robustness to Common Corruptions and Perturbations ### Data https://github.com/hendrycks/robustness ### Motivation It's a known fact that vision models are brittle when they meet with slightly corrupted and perturbed data. This is also corre...
open
5,371
[ "Ccing @nazneenrajani @lvwerra @osanseviero " ]
false
2022-12-17 12:35:13
2022-12-20 06:21:41
MEMBER
sayakpaul
22,957,388
User
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1,500,622,276
Distributed support
To split your dataset across your training nodes, you can use the new [`datasets.distributed.split_dataset_by_node`]: ```python import os from datasets.distributed import split_dataset_by_node ds = split_dataset_by_node(ds, rank=int(os.environ["RANK"]), world_size=int(os.environ["WORLD_SIZE"])) ``` This wor...
closed
5,369
[ "_The documentation is not available anymore as the PR was closed or merged._", "Alright all the tests are passing - this is ready for review", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n...
false
2022-12-16 17:43:47
2023-07-25 12:00:31
MEMBER
lhoestq
42,851,186
User
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true
1,500,322,973
Align remove columns behavior and input dict mutation in `map` with previous behavior
Align the `remove_columns` behavior and input dict mutation in `map` with the behavior before https://github.com/huggingface/datasets/pull/5252.
closed
5,368
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-16 14:28:47
2022-12-16 16:28:08
COLLABORATOR
mariosasko
47,462,742
User
[]
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true
1,499,174,749
Fix remove columns from lazy dict
This was introduced in https://github.com/huggingface/datasets/pull/5252 and causing the transformers CI to break: https://app.circleci.com/pipelines/github/huggingface/transformers/53886/workflows/522faf2e-a053-454c-94f8-a617fde33393/jobs/648597 Basically this code should return a dataset with only one column: `...
closed
5,367
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-15 22:04:12
2022-12-15 22:27:53
MEMBER
lhoestq
42,851,186
User
[]
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true
1,498,530,851
ExamplesIterable fixes
fix typing and ExamplesIterable.shard_data_sources
closed
5,366
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-15 14:23:05
2022-12-15 14:44:47
MEMBER
lhoestq
42,851,186
User
[]
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true
1,498,422,466
fix: image array should support other formats than uint8
Currently images that are provided as ndarrays, but not in `uint8` format are going to loose data. Namely, for example in a depth image where the data is in float32 format, the type-casting to uint8 will basically make the whole image blank. `PIL.Image.fromarray` [does support mode `F`](https://pillow.readthedocs.io/e...
closed
5,365
[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi, thanks for working on this! \r\n\r\nI agree that the current type-casting (always cast to `np.uint8` as Tensorflow Datasets does) is a bit too harsh. However, not all dtypes are supported in `Image.fromarray` (e.g. np.int64), so ...
false
2022-12-15 13:17:50
2023-01-26 18:46:45
CONTRIBUTOR
vigsterkr
30,353
User
[]
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true
1,498,360,628
Support for writing arrow files directly with BeamWriter
Make it possible to write Arrow files directly with `BeamWriter` rather than converting from Parquet to Arrow, which is sub-optimal, especially for big datasets for which Beam is primarily used.
closed
5,364
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5364). All of your documentation changes will be reflected on that endpoint.", "Deleting `BeamPipeline` and `upload_local_to_remote` would break the existing Beam scripts, so I reverted this change.\r\n\r\nFrom what I understan...
false
2022-12-15 12:38:05
2024-01-11 14:52:33
COLLABORATOR
mariosasko
47,462,742
User
[]
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true
1,498,171,317
Dataset.from_generator() crashes on simple example
closed
5,363
[]
false
2022-12-15 10:21:28
2022-12-15 11:51:33
NONE
villmow
2,743,060
User
[]
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1,497,643,744
Run 'GPT-J' failure due to download dataset fail (' ConnectionError: Couldn't reach http://eaidata.bmk.sh/data/enron_emails.jsonl.zst ' )
### Describe the bug Run model "GPT-J" with dataset "the_pile" fail. The fail out is as below: ![image](https://user-images.githubusercontent.com/52023469/207750127-118d9896-35f4-4ee9-90d4-d0ab9aae9c74.png) Looks like which is due to "http://eaidata.bmk.sh/data/enron_emails.jsonl.zst" unreachable . ### Steps to ...
closed
5,362
[ "Thanks for reporting, @shaoyuta.\r\n\r\nWe have checked and yes, apparently there is an issue with the server hosting the data of the \"enron_emails\" subset of \"the_pile\" dataset: http://eaidata.bmk.sh/data/enron_emails.jsonl.zst\r\nIt seems to be down: The connection has timed out.\r\n\r\nPlease note that at t...
false
2022-12-15 01:23:03
2022-12-15 07:45:54
NONE
shaoyuta
52,023,469
User
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null
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1,497,153,889
How concatenate `Audio` elements using batch mapping
### Describe the bug I am trying to do concatenate audios in a dataset e.g. `google/fleurs`. ```python print(dataset) # Dataset({ # features: ['path', 'audio'], # num_rows: 24 # }) def mapper_function(batch): # to merge every 3 audio # np.concatnate(audios[i: i+3]) for i in range(i, len(batc...
closed
5,361
[ "You can try something like this ?\r\n```python\r\ndef mapper_function(batch):\r\n return {\"concatenated_audio\": [np.concatenate([audio[\"array\"] for audio in batch[\"audio\"]])]}\r\n\r\ndataset = dataset.map(\r\n mapper_function,\r\n batched=True,\r\n batch_size=3,\r\n remove_columns=list(dataset....
false
2022-12-14 18:13:55
2023-07-21 14:30:51
NONE
bayartsogt-ya
43,239,645
User
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null
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1,496,947,177
IterableDataset returns duplicated data using PyTorch DDP
As mentioned in https://github.com/huggingface/datasets/issues/3423, when using PyTorch DDP the dataset ends up with duplicated data. We already check for the PyTorch `worker_info` for single node, but we should also check for `torch.distributed.get_world_size()` and `torch.distributed.get_rank()`
closed
5,360
[ "If you use huggingface trainer, you will find the trainer has wrapped a `IterableDatasetShard` to avoid duplication.\r\nSee:\r\nhttps://github.com/huggingface/transformers/blob/dfd818420dcbad68e05a502495cf666d338b2bfb/src/transformers/trainer.py#L835\r\n", "If you want to support it by datasets natively, maybe w...
false
2022-12-14 16:06:19
2023-06-15 09:51:13
MEMBER
lhoestq
42,851,186
User
[]
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null
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1,495,297,857
Raise error if ClassLabel names is not python list
Checks type of names provided to ClassLabel to avoid easy and hard to debug errors (closes #5332 - see for discussion)
closed
5,359
[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for your proposed fix, @freddyheppell.\r\n\r\nCurrently the CI fails because in a test we pass a `tuple` instead of a `list`. I would say we should accept `tuple` as a valid input type as well...\r\n\r\nWhat about checking for...
false
2022-12-13 23:04:06
2022-12-22 16:35:49
CONTRIBUTOR
freddyheppell
1,475,568
User
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1,495,270,822
Fix `fs.open` resource leaks
Invoking `{load,save}_from_dict` results in resource leak warnings, this should fix. Introduces no significant logic changes.
closed
5,358
[ "_The documentation is not available anymore as the PR was closed or merged._", "@mariosasko Sorry, I didn't check tests/style after doing a merge from the Git UI last week. Thx for fixing. \r\n\r\nFYI I'm getting \"Only those with [write access](https://docs.github.com/articles/what-are-the-different-access-perm...
false
2022-12-13 22:35:51
2023-01-05 16:46:31
CONTRIBUTOR
tkukurin
297,847
User
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true
1,495,029,602
Support torch dataloader without torch formatting
In https://github.com/huggingface/datasets/pull/5084 we make the torch formatting consistent with the map-style datasets formatting: a torch formatted iterable dataset will yield torch tensors. The previous behavior of the torch formatting for iterable dataset was simply to make the iterable dataset inherit from `to...
closed
5,357
[ "_The documentation is not available anymore as the PR was closed or merged._", "Need some more time to fix the tests, especially with pickle", "> And I actually don't quite understand the idea - what's the motivation behind making only IterableDataset compatible with torch DataLoader without setting the format...
false
2022-12-13 19:39:24
2023-01-04 12:45:40
MEMBER
lhoestq
42,851,186
User
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true
1,494,961,609
Clean filesystem and logging docstrings
This PR cleans the `Filesystems` and `Logging` docstrings.
closed
5,356
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-13 18:54:09
2022-12-14 17:25:58
MEMBER
stevhliu
59,462,357
User
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true
1,493,076,860
Clean up Table class docstrings
This PR cleans up the `Table` class docstrings :)
closed
5,355
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-13 00:29:47
2022-12-13 18:17:56
MEMBER
stevhliu
59,462,357
User
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true
1,492,174,125
Consider using "Sequence" instead of "List"
### Feature request Hi, please consider using `Sequence` type annotation instead of `List` in function arguments such as in [`Dataset.from_parquet()`](https://github.com/huggingface/datasets/blob/main/src/datasets/arrow_dataset.py#L1088). It leads to type checking errors, see below. **How to reproduce** ```py ...
open
5,354
[ "Hi! Linking a comment to provide more info on the issue: https://stackoverflow.com/a/39458225. This means we should replace all (most of) the occurrences of `List` with `Sequence` in function signatures.\r\n\r\n@tranhd95 Would you be interested in submitting a PR?", "Hi all! I tried to reproduce this issue and d...
false
2022-12-12 15:39:45
2025-06-21 13:56:58
NONE
tranhd95
15,568,078
User
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1,491,880,500
Support remote file systems for `Audio`
### Feature request Hi there! It would be super cool if `Audio()`, and potentially other features, could read files from a remote file system. ### Motivation Large amounts of data is often stored in buckets. `load_from_disk` is able to retrieve data from cloud storage but to my knowledge actually copies the datas...
closed
5,353
[ "Just seen https://github.com/huggingface/datasets/issues/5281" ]
false
2022-12-12 13:22:13
2022-12-12 13:37:14
NONE
OllieBroadhurst
46,894,149
User
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1,490,796,414
__init__() got an unexpected keyword argument 'input_size'
### Describe the bug I try to define a custom configuration with a input_size attribute following the instructions by "Specifying several dataset configurations" in https://huggingface.co/docs/datasets/v1.2.1/add_dataset.html But when I load the dataset, I got an error "__init__() got an unexpected keyword argument...
open
5,352
[ "Hi @J-shel, thanks for reporting.\r\n\r\nI think the issue comes from your call to `load_dataset`. As first argument, you should pass:\r\n- either the name of your dataset (\"mrf\") if this is already published on the Hub\r\n- or the path to the loading script of your dataset (\"path/to/your/local/mrf.py\").", "...
false
2022-12-12 02:52:03
2022-12-19 01:38:48
NONE
J-shel
82,662,111
User
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1,490,659,504
Do we need to implement `_prepare_split`?
### Describe the bug I'm not sure this is a bug or if it's just missing in the documentation, or i'm not doing something correctly, but I'm subclassing `DatasetBuilder` and getting the following error because on the `DatasetBuilder` class the `_prepare_split` method is abstract (as are the others we are required to im...
closed
5,351
[ "Hi! `DatasetBuilder` is a parent class for concrete builders: `GeneratorBasedBuilder`, `ArrowBasedBuilder` and `BeamBasedBuilder`. When writing a builder script, these classes are the ones you should inherit from. And since all of them implement `_prepare_split`, you only have to implement the three methods mentio...
false
2022-12-12 01:38:54
2022-12-20 18:20:57
NONE
jmwoloso
7,530,947
User
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null
false
1,487,559,904
Clean up Loading methods docstrings
Clean up for the docstrings in Loading methods!
closed
5,350
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-09 22:25:30
2022-12-12 17:27:20
MEMBER
stevhliu
59,462,357
User
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true
1,487,396,780
Clean up remaining Main Classes docstrings
This PR cleans up the remaining docstrings in Main Classes (`IterableDataset`, `IterableDatasetDict`, and `Features`).
closed
5,349
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-09 20:17:15
2022-12-12 17:27:17
MEMBER
stevhliu
59,462,357
User
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true
1,486,975,626
The data downloaded in the download folder of the cache does not respect `umask`
### Describe the bug For a project on a cluster we are several users to share the same cache for the datasets library. And we have a problem with the permissions on the data downloaded in the cache. Indeed, it seems that the data is downloaded by giving read and write permissions only to the user launching the com...
open
5,348
[ "note, that `datasets` already did some of that umask fixing in the past and also at the hub - the recent work on the hub about the same: https://github.com/huggingface/huggingface_hub/pull/1220\r\n\r\nAlso I noticed that each file has a .json counterpart and the latter always has the correct perms:\r\n\r\n```\r\n-...
false
2022-12-09 15:46:27
2022-12-09 17:21:26
CONTRIBUTOR
SaulLu
55,560,583
User
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null
false
1,486,920,261
Force soundfile to return float32 instead of the default float64
(Fixes issue #5345)
open
5,347
[ "cc @polinaeterna", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5347). All of your documentation changes will be reflected on that endpoint.", "Cool ! Feel free to add a comment in the code to explain that and we can merge :)", "I'm not sure if this is a good change ...
false
2022-12-09 15:10:24
2023-01-17 16:12:49
NONE
qmeeus
25,608,944
User
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true
1,486,884,983
[Quick poll] Give your opinion on the future of the Hugging Face Open Source ecosystem!
Thanks to all of you, Datasets is just about to pass 15k stars! Since the last survey, a lot has happened: the [diffusers](https://github.com/huggingface/diffusers), [evaluate](https://github.com/huggingface/evaluate) and [skops](https://github.com/skops-dev/skops) libraries were born. `timm` joined the Hugging Face...
closed
5,346
[ "As the survey is finished, can we close this issue, @LysandreJik ?", "Yes! I'll post a public summary on the forums shortly.", "Is the summary available? I would be interested in reading your findings." ]
false
2022-12-09 14:48:02
2023-06-02 20:24:44
MEMBER
LysandreJik
30,755,778
User
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null
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1,486,555,384
Wrong dtype for array in audio features
### Describe the bug When concatenating/interleaving different datasets, I stumble into an error because the features can't be aligned. After some investigation, I understood that the audio arrays had different dtypes, namely `float32` and `float64`. Consequently, the datasets cannot be merged. ### Steps to repro...
open
5,345
[ "After some more investigation, this is due to [this line of code](https://github.com/huggingface/datasets/blob/main/src/datasets/features/audio.py#L279). The function `sf.read(file)` should be updated to `sf.read(file, dtype=\"float32\")`\r\n\r\nIndeed, the default value in soundfile is `float64` ([see here](https...
false
2022-12-09 11:05:11
2023-02-10 14:39:28
NONE
qmeeus
25,608,944
User
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null
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1,485,628,319
Clean up Dataset and DatasetDict
This PR cleans up the docstrings for the other half of the methods in `Dataset` and finishes `DatasetDict`.
closed
5,344
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-09 00:02:08
2022-12-13 00:56:07
MEMBER
stevhliu
59,462,357
User
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true
1,485,297,823
T5 for Q&A produces truncated sentence
Dear all, I am fine-tuning T5 for Q&A task using the MedQuAD ([GitHub - abachaa/MedQuAD: Medical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites](https://github.com/abachaa/MedQuAD)) dataset. In the dataset, there are many long answers with thousands of words. I have used pytorch_lightning to...
closed
5,343
[]
false
2022-12-08 19:48:46
2022-12-08 19:57:17
NONE
junyongyou
13,484,072
User
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1,485,244,178
Emotion dataset cannot be downloaded
### Describe the bug The emotion dataset gives a FileNotFoundError. The full error is: `FileNotFoundError: Couldn't find file at https://www.dropbox.com/s/1pzkadrvffbqw6o/train.txt?dl=1`. It was working yesterday (December 7, 2022), but stopped working today (December 8, 2022). ### Steps to reproduce the bug ...
closed
5,342
[ "Hi @cbarond there's already an open issue at https://github.com/dair-ai/emotion_dataset/issues/5, as the data seems to be missing now, so check that issue instead 👍🏻 ", "Thanks @cbarond for reporting and @alvarobartt for pointing to the issue we opened in the author's repo.\r\n\r\nIndeed, this issue was first ...
false
2022-12-08 19:07:09
2023-02-23 19:13:19
NONE
cbarond
78,887,193
User
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1,484,376,644
Remove tasks.json
After discussions in https://github.com/huggingface/datasets/pull/5335 we should remove this file that is not used anymore. We should update https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts instead.
closed
5,341
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-08 11:04:35
2022-12-09 12:26:21
MEMBER
lhoestq
42,851,186
User
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true
1,483,182,158
Clean up DatasetInfo and Dataset docstrings
This PR cleans up the docstrings for `DatasetInfo` and about half of the methods in `Dataset`.
closed
5,340
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-08 00:17:53
2022-12-08 19:33:14
MEMBER
stevhliu
59,462,357
User
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https://github.com/huggingface/datasets/pull/5340
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true
1,482,817,424
Add Video feature, videofolder, and video-classification task
This PR does the following: - Adds `Video` feature (Resolves #5225 ) - Adds `video-classification` task - Adds `videofolder` packaged module for easy loading of local video classification datasets TODO: - [ ] add tests - [ ] add docs
closed
5,339
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5339). All of your documentation changes will be reflected on that endpoint.", "@lhoestq I think I need some serious help with the tests 😅...I started this locally but it got too time consuming.\n\nOne issue I remember running...
false
2022-12-07 20:48:34
2024-01-11 06:30:24
CONTRIBUTOR
nateraw
32,437,151
User
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true
1,482,646,151
`map()` stops every 1000 steps
### Describe the bug I am passing the following `prepare_dataset` function to `Dataset.map` (code is inspired from [here](https://github.com/huggingface/community-events/blob/main/whisper-fine-tuning-event/run_speech_recognition_seq2seq_streaming.py#L454)) ```python3 def prepare_dataset(batch): # load and res...
closed
5,338
[ "Hi !\r\n\r\n> It starts using all the cores (I am not sure why because I did not pass num_proc)\r\n\r\nThe tokenizer uses Rust code that is multithreaded. And maybe the `feature_extractor` might run some things in parallel as well - but I'm not super familiar with its internals.\r\n\r\n> then progress bar stops at...
false
2022-12-07 19:09:40
2025-02-14 18:10:07
NONE
bayartsogt-ya
43,239,645
User
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1,481,692,156
Support webdataset format
Webdataset is an efficient format for iterable datasets. It would be nice to support it in `datasets`, as discussed in https://github.com/rom1504/img2dataset/issues/234. In particular it would be awesome to be able to load one using `load_dataset` in streaming mode (either from a local directory, or from a dataset o...
closed
5,337
[ "I like the idea of having `webdataset` as an optional dependency to ensure our loader generates web datasets the same way as the main project.", "Webdataset is the one of the most popular dataset formats for large scale computer vision tasks. Upvote for this issue. ", "Any updates on this?", "We haven't had ...
false
2022-12-07 11:32:25
2024-03-06 14:39:29
MEMBER
lhoestq
42,851,186
User
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1,479,649,900
Set `IterableDataset.map` param `batch_size` typing as optional
This PR solves #5325 ~Indeed we're using the typing for optional values as `Union[type, None]` as it's similar to how Python 3.10 handles optional values as `type | None`, instead of using `Optional[type]`.~ ~Do we want to start using `Union[type, None]` for type-hinting optional values or just keep on using `Op...
closed
5,336
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5336). All of your documentation changes will be reflected on that endpoint.", "Hi @mariosasko, @lhoestq I was wondering whether we should include `batched` as a `pytest.mark` param for the functions testing `IterableDataset.ma...
false
2022-12-06 17:08:10
2022-12-07 14:14:56
MEMBER
alvarobartt
36,760,800
User
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true
1,478,890,788
Update tasks.json
Context: * https://github.com/huggingface/datasets/issues/5255#issuecomment-1339107195 Cc: @osanseviero
closed
5,335
[ "_The documentation is not available anymore as the PR was closed or merged._", "I think the only place where we need to add it is here https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts\r\n\r\nAnd I think we can remove tasks.json completely from this repo", "Isn't tasks.json used ...
false
2022-12-06 11:37:57
2023-09-24 10:06:42
MEMBER
sayakpaul
22,957,388
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true
1,477,421,927
Clean up docstrings
As raised by @polinaeterna in #5324, some of the docstrings are a bit of a mess because it has both Markdown and Sphinx syntax. This PR fixes the docstring for `DatasetBuilder`. I'll start working on cleaning up the rest of the docstrings and removing the old Sphinx syntax (let me know if you prefer one big PR with...
closed
5,334
[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks ! Let us know if we can help :)\r\n\r\nSmall pref for having multiple PRs", "Awesome, thanks! Sorry this one is a little big, I'll open some smaller ones next :)" ]
false
2022-12-05 20:56:08
2022-12-09 01:44:25
MEMBER
stevhliu
59,462,357
User
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true
1,476,890,156
fix: 🐛 pass the token to get the list of config names
Otherwise, get_dataset_infos doesn't work on gated or private datasets, even with the correct token.
closed
5,333
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-05 16:06:09
2022-12-06 08:25:17
COLLABORATOR
severo
1,676,121
User
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true
1,476,513,072
Passing numpy array to ClassLabel names causes ValueError
### Describe the bug If a numpy array is passed to the names argument of ClassLabel, creating a dataset with those features causes an error. ### Steps to reproduce the bug https://colab.research.google.com/drive/1cV_es1PWZiEuus17n-2C-w0KEoEZ68IX TLDR: If I define my classes as: ``` my_classes = np.array(['on...
closed
5,332
[ "Should `datasets` allow `ClassLabel` input parameter to be an `np.array` even though internally we need to cast it to a Python list? @lhoestq @mariosasko ", "Hi! No, I don't think so. The `names` parameter is [annotated](https://github.com/huggingface/datasets/blob/582236640b9109988e5f7a16a8353696ffa09a16/src/d...
false
2022-12-05 12:59:03
2022-12-22 16:32:50
CONTRIBUTOR
freddyheppell
1,475,568
User
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1,473,146,738
Support for multiple configs in packaged modules via metadata yaml info
will solve https://github.com/huggingface/datasets/issues/5209 and https://github.com/huggingface/datasets/issues/5151 and many other... Config parameters for packaged builders are parsed from `“builder_config”` field in README.md file (separate firs-level field, not part of “dataset_info”), example: ```yaml --- ...
closed
5,331
[ "_The documentation is not available anymore as the PR was closed or merged._", "feel free to merge `main` into your PR to fix the CI :)", "Let me see if I can fix the pattern thing ^^'", "Hmm I think it would be easier to specify the `data_files` in the end, because having a split pattern like `{split}-...` ...
false
2022-12-02 16:43:44
2023-07-24 15:49:54
CONTRIBUTOR
polinaeterna
16,348,744
User
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true
1,471,999,125
Clarify imagefolder is for small datasets
Based on feedback from [here](https://github.com/huggingface/datasets/issues/5317#issuecomment-1334108824), this PR adds a note to the `imagefolder` loading and creating docs that `imagefolder` is designed for small scale image datasets.
closed
5,329
[ "_The documentation is not available anymore as the PR was closed or merged._", "I think it's also reasonable to add the same note to the AudioFolder decription", "Thank you ! I think \"regular\" is more appropriate than \"small\". It can easily scale to a few thousands of images - just not millions x)", "Rep...
false
2022-12-01 21:47:29
2022-12-06 17:20:04
MEMBER
stevhliu
59,462,357
User
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true
1,471,661,437
Fix docs building for main
This PR reverts the triggering event for building documentation introduced by: - #5250 Fix #5326.
closed
5,328
[ "_The documentation is not available anymore as the PR was closed or merged._", "EDIT\r\nAt least the docs for ~~main~~ PR branch are now built:\r\n- https://github.com/huggingface/datasets/actions/runs/3594847760/jobs/6053620813", "Build documentation for main branch was triggered after this PR being merged: h...
false
2022-12-01 17:07:45
2022-12-02 16:29:00
MEMBER
albertvillanova
8,515,462
User
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true
1,471,657,247
Avoid unwanted behaviour when splits from script and metadata are not matching because of outdated metadata
will fix #5315
open
5,327
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5327). All of your documentation changes will be reflected on that endpoint." ]
false
2022-12-01 17:05:23
2023-01-23 12:48:29
CONTRIBUTOR
polinaeterna
16,348,744
User
[]
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true
1,471,634,168
No documentation for main branch is built
Since: - #5250 - Commit: 703b84311f4ead83c7f79639f2dfa739295f0be6 the docs for main branch are no longer built. The change introduced only triggers the docs building for releases.
closed
5,326
[]
false
2022-12-01 16:50:58
2022-12-02 16:26:01
MEMBER
albertvillanova
8,515,462
User
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1,471,536,822
map(...batch_size=None) for IterableDataset
### Feature request Dataset.map(...) allows batch_size to be None. It would be nice if IterableDataset did too. ### Motivation Although it may seem a bit of a spurious request given that `IterableDataset` is meant for larger than memory datasets, but there are a couple of reasons why this might be nice. One is th...
closed
5,325
[ "Hi! I agree it makes sense for `IterableDataset.map` to support the `batch_size=None` case. This should be super easy to fix.", "@mariosasko as this is something simple maybe I can include it as part of https://github.com/huggingface/datasets/pull/5311? Let me know :+1:", "#self-assign", "Feel free to close ...
false
2022-12-01 15:43:42
2022-12-07 15:54:43
CONTRIBUTOR
frankier
299,380
User
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1,471,524,512
Fix docstrings and types in documentation that appears on the website
While I was working on https://github.com/huggingface/datasets/pull/5313 I've noticed that we have a mess in how we annotate types and format args and return values in the code. And some of it is displayed in the [Reference section](https://huggingface.co/docs/datasets/package_reference/builder_classes) of the document...
open
5,324
[ "I agree we have a mess with docstrings...", "Ok, I believe we've cleaned up most of the old syntax we were using for the user-facing docs! There are still a couple of `:obj:`'s and `:class:` floating around in the docstrings we don't expose that I'll track down :)", "Hi @polinaeterna @albertvillanova @stevhliu...
false
2022-12-01 15:34:53
2024-01-23 16:21:54
CONTRIBUTOR
polinaeterna
16,348,744
User
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1,471,518,803
Duplicated Keys in Taskmaster-2 Dataset
### Describe the bug Loading certain splits () of the taskmaster-2 dataset fails because of a DuplicatedKeysError. This occurs for the following domains: `'hotels', 'movies', 'music', 'sports'`. The domains `'flights', 'food-ordering', 'restaurant-search'` load fine. Output: ### Steps to reproduce the bug ``` ...
closed
5,323
[ "Thanks for reporting, @liaeh.\r\n\r\nWe are having a look at it. ", "I have transferred the discussion to the Community tab of the dataset: https://huggingface.co/datasets/taskmaster2/discussions/1" ]
false
2022-12-01 15:31:06
2022-12-01 16:26:06
NONE
liaeh
52,380,283
User
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1,471,502,162
Raise error for `.tar` archives in the same way as for `.tar.gz` and `.tgz` in `_get_extraction_protocol`
Currently `download_and_extract` doesn't throw an error when it is used with files with `.tar` extension in streaming mode because `_get_extraction_protocol` doesn't do it (like it does for `tar.gz` and `tgz`). `_get_extraction_protocol` returns formatted url as if we support tar protocol but we don't. That means tha...
closed
5,322
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-01 15:19:28
2022-12-14 16:37:16
CONTRIBUTOR
polinaeterna
16,348,744
User
[]
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true
1,471,430,667
Fix loading from HF GCP cache
As reported in https://discuss.huggingface.co/t/error-loading-wikipedia-dataset/26599/4 it's not possible to download a cached version of Wikipedia from the HF GCP cache I fixed it and added an integration test (runs in 10sec)
closed
5,321
[ "_The documentation is not available anymore as the PR was closed or merged._", "> Do you know why this stopped working?\r\n\r\nIt comes from the changes in https://github.com/huggingface/datasets/pull/5107/files#diff-355ae5c229f95f86895404b72378ecd6e966c41cbeebb674af6fe6e9611bc126" ]
false
2022-12-01 14:39:06
2022-12-01 16:10:09
MEMBER
lhoestq
42,851,186
User
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true
1,471,360,910
[Extract] Place the lock file next to the destination directory
Previously it was placed next to the archive to extract, but the archive can be in a read-only directory as noticed in https://github.com/huggingface/datasets/issues/5295 Therefore I moved the lock location to be next to the destination directory, which is required to have write permissions
closed
5,320
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-01 13:55:49
2022-12-01 15:36:44
MEMBER
lhoestq
42,851,186
User
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https://api.github.com/repos/huggingface/datasets/issues/5320
https://github.com/huggingface/datasets/pull/5320
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true
1,470,945,515
Fix Text sample_by paragraph
Fix #5316.
closed
5,319
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
false
2022-12-01 09:08:09
2022-12-01 15:21:44
MEMBER
albertvillanova
8,515,462
User
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https://api.github.com/repos/huggingface/datasets/issues/5319
https://github.com/huggingface/datasets/pull/5319
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true
1,470,749,750
Origin/fix missing features error
This fixes the problem of when the dataset_load function reads a function with "features" provided but some read batches don't have columns that later show up. For instance, the provided "features" requires columns A,B,C but only columns B,C show. This fixes this by adding the column A with nulls.
closed
5,318
[ "_The documentation is not available anymore as the PR was closed or merged._", "please review :) @lhoestq @ola13 thankoo", "Thanks :) I just updated the test to make sure it works even when there's a column missing, and did a minor change to json.py to add the missing columns for the other kinds of JSON files ...
false
2022-12-01 06:18:39
2022-12-12 19:06:42
CONTRIBUTOR
eunseojo
12,104,720
User
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https://api.github.com/repos/huggingface/datasets/issues/5318
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true
1,470,390,164
`ImageFolder` performs poorly with large datasets
### Describe the bug While testing image dataset creation, I'm seeing significant performance bottlenecks with imagefolders when scanning a directory structure with large number of images. ## Setup * Nested directories (5 levels deep) * 3M+ images * 1 `metadata.jsonl` file ## Performance Degradation Point...
open
5,317
[ "Hi ! ImageFolder is made for small scale datasets indeed. For large scale image datasets you better group your images in TAR archives or Arrow/Parquet files. This is true not just for ImageFolder loading performance, but also because having millions of files is not ideal for your filesystem or when moving the data...
false
2022-12-01 00:04:21
2022-12-01 21:49:26
NONE
salieri
1,086,393
User
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1,470,115,681
Bug in sample_by="paragraph"
### Describe the bug I think [this line](https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/text/text.py#L96) is wrong and should be `batch = f.read(self.config.chunksize)`. Otherwise it will never terminate because even when `f` is finished reading, `batch` will still be truthy from the l...
closed
5,316
[ "Thanks for reporting, @adampauls.\r\n\r\nWe are having a look at it. " ]
false
2022-11-30 19:24:13
2022-12-01 15:19:02
NONE
adampauls
1,243,668
User
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null
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1,470,026,797
Adding new splits to a dataset script with existing old splits info in metadata's `dataset_info` fails
### Describe the bug If you first create a custom dataset with a specific set of splits, generate metadata with `datasets-cli test ... --save_info`, then change your script to include more splits, it fails. That's what happened in https://huggingface.co/datasets/mrdbourke/food_vision_199_classes/discussions/2#6385f...
open
5,315
[ "EDIT:\r\nI think in this case, the metadata files (either README or JSON) should not be read (i.e. `self.info.splits` should be None).\r\n\r\nOne idea: \r\n- I think ideally we should set this behavior when we pass `--save_info` to the CLI `test`\r\n- However, currently, the builder is unaware of this: `save_info`...
false
2022-11-30 18:02:15
2022-12-02 07:02:53
CONTRIBUTOR
polinaeterna
16,348,744
User
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1,469,685,118
Datasets: classification_report() got an unexpected keyword argument 'suffix'
https://github.com/huggingface/datasets/blob/main/metrics/seqeval/seqeval.py > import datasets predictions = [['O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']] references = [['O', 'O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']] seqeval = datasets.load_metri...
closed
5,314
[ "This seems similar to https://github.com/huggingface/datasets/issues/2512 Can you try to update seqeval ? ", "@JonathanAlis also note that the metrics are deprecated in our `datasets` library.\r\n\r\nPlease, use the new library 🤗 Evaluate instead: https://huggingface.co/docs/evaluate" ]
false
2022-11-30 14:01:03
2023-07-21 14:40:31
NONE
JonathanAlis
42,126,634
User
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