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https://api.github.com/repos/huggingface/datasets/issues/6839
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2263761062
PR_kwDODunzps5tvC1c
6839
Remove token arg from CLI examples
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6839). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-04-25T14:36:58
2024-04-26T17:03:51
2024-04-26 16:57:40+00:00
MEMBER
nan
Remove token arg from CLI examples. Fix #6838. CC: @Wauplin
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2263674843
I_kwDODunzps6G7O_b
6838
Remove token arg from CLI examples
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2024-04-25T14:00:38
2024-04-26T16:57:41
2024-04-26 16:57:41+00:00
MEMBER
nan
As suggested by @Wauplin, see: https://github.com/huggingface/datasets/pull/6831#discussion_r1579492603 > I would not advertise the --token arg in the example as this shouldn't be the recommended way (best to login with env variable or huggingface-cli login)
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2263273983
I_kwDODunzps6G5tH_
6837
Cannot use cached dataset without Internet connection (or when servers are down)
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[ "There are 2 workarounds, tho:\r\n1. Download datasets from web and just load them locally\r\n2. Use metadata directly (temporal solution, since metadata can change)\r\n```\r\nimport datasets\r\nfrom datasets.data_files import DataFilesDict, DataFilesList\r\n\r\ndata_files_list = DataFilesList(\r\n [\r\n ...
2024-04-25T10:48:20
2024-04-26T14:27:15
NaT
NONE
nan
### Describe the bug I want to be able to use cached dataset from HuggingFace even when I have no Internet connection (or when HuggingFace servers are down, or my company has network issues). The problem why I can't use it: `data_files` argument from `datasets.load_dataset()` function get it updates from the serve...
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2262249919
I_kwDODunzps6G1zG_
6836
ExpectedMoreSplits error on load_dataset when upgrading to 2.19.0
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[ "Get same error on same datasets too.", "+1", "same error" ]
2024-04-24T21:52:35
2024-05-14T04:08:19
NaT
NONE
nan
### Describe the bug Hi there, thanks for the great library! We have been using it a lot in torchtune and it's been a huge help for us. Regarding the bug: the same call to `load_dataset` errors with `ExpectedMoreSplits` in 2.19.0 after working fine in 2.18.0. Full details given in the repro below. ### Steps to re...
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2261079263
PR_kwDODunzps5tl2fc
6835
Support pyarrow LargeListType
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6835). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Fixed the conversion from `pyarrow` to `python` `Sequence` features. \r\n\r\nThere is s...
2024-04-24T11:34:24
2024-07-01T08:46:11
NaT
CONTRIBUTOR
nan
Fixes #6834
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2261078104
I_kwDODunzps6GxVBY
6834
largelisttype not supported (.from_polars())
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2024-04-24T11:33:43
2024-07-01T12:48:15
NaT
CONTRIBUTOR
nan
### Describe the bug The following code fails because LargeListType is not supported. This is especially a problem for .from_polars since polars uses LargeListType. ### Steps to reproduce the bug ```python import datasets import polars as pl df = pl.DataFrame({"list": [[]]}) datasets.Dataset.from_pola...
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2259731274
I_kwDODunzps6GsMNK
6833
Super slow iteration with trivial custom transform
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[ "Similar issue in text process \r\n\r\n```python\r\n\r\ntokenizer=AutoTokenizer.from_pretrained(model_dir[args.model])\r\ntrain_dataset=datasets.load_from_disk(dataset_dir[args.dataset],keep_in_memory=True)['train']\r\ntrain_dataset=train_dataset.map(partial(dname2func[args.dataset],tokenizer=tokenizer),batched=Tru...
2024-04-23T20:40:59
2024-05-04T11:24:37
NaT
NONE
nan
### Describe the bug Dataset is 10X slower when applying trivial transforms: ``` import time import numpy as np from datasets import Dataset, Features, Array2D a = np.zeros((800, 800)) a = np.stack([a] * 1000) features = Features({"a": Array2D(shape=(800, 800), dtype="uint8")}) ds1 = Dataset.from_dict({"...
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2258761447
PR_kwDODunzps5teFoJ
6832
Support downloading specific splits in `load_dataset`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6832). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-04-23T12:32:27
2024-04-30T08:55:28
NaT
COLLABORATOR
nan
This PR builds on https://github.com/huggingface/datasets/pull/6639 to support downloading only the specified splits in `load_dataset`. For this to work, a builder's `_split_generators` need to be able to accept the requested splits (as a list) via a `splits` argument to avoid processing the non-requested ones. Also, t...
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6831
Add docs about the CLI
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2024-04-23T10:41:03
2024-04-26T16:51:09
2024-04-25 10:44:10+00:00
MEMBER
nan
Add docs about the CLI. Close #6830. CC: @severo
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6830
Add a doc page for the convert_to_parquet CLI
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2024-04-23T09:49:04
2024-04-25T10:44:11
2024-04-25 10:44:11+00:00
CONTRIBUTOR
nan
Follow-up to https://github.com/huggingface/datasets/pull/6795. Useful for https://github.com/huggingface/dataset-viewer/issues/2742. cc @albertvillanova
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2258424577
I_kwDODunzps6GnNMB
6829
Load and save from/to disk no longer accept pathlib.Path
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2024-04-23T09:44:45
2024-04-23T09:44:46
NaT
MEMBER
nan
Reported by @vttrifonov at https://github.com/huggingface/datasets/pull/6704#issuecomment-2071168296: > This change is breaking in > https://github.com/huggingface/datasets/blob/f96e74d5c633cd5435dd526adb4a74631eb05c43/src/datasets/arrow_dataset.py#L1515 > when the input is `pathlib.Path`. The issue is that `url_to...
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2258420421
PR_kwDODunzps5tc55y
6828
Support PathLike input in save_to_disk / load_from_disk
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2024-04-23T09:42:38
2024-04-23T11:05:52
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2254011833
I_kwDODunzps6GWX25
6827
Loading a remote dataset fails in the last release (v2.19.0)
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2024-04-19T21:11:58
2024-04-19T21:13:42
NaT
NONE
nan
While loading a dataset with multiple splits I get an error saying `Couldn't find file at <URL>` I am loading the dataset like so, nothing out of the ordinary. This dataset needs a token to access it. ``` token="hf_myhftoken-sdhbdsjgkhbd" load_dataset("speechcolab/gigaspeech", "test", cache_dir=f"gigaspeech/test...
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2252445242
PR_kwDODunzps5tJMZh
6826
Set dev version
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2024-04-19T08:51:42
2024-04-19T09:05:25
2024-04-19 08:52:14+00:00
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PR_kwDODunzps5tJEMw
6825
Release: 2.19.0
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2024-04-19T08:29:02
2024-05-04T12:23:26
2024-04-19 08:44:57+00:00
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2251076197
I_kwDODunzps6GLLJl
6824
Winogrande does not seem to be compatible with datasets version of 1.18.0
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[ "Hi ! Do you mean 2.18 ? Can you try to update `fsspec` and `huggingface_hub` ?\r\n\r\n```\r\npip install -U fsspec huggingface_hub\r\n```", "Yes I meant 2.18, and it works after updating `fsspec` and `huggingface_hub`. Thanks!" ]
2024-04-18T16:11:04
2024-04-19T09:53:15
2024-04-19 09:52:33+00:00
NONE
nan
### Describe the bug I get the following error when simply running `load_dataset('winogrande','winogrande_xl')`. I do not have such an issue in the 1.17.0 version. ```Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/usr/local/lib/python3.10/dist-packages/datasets/load.py", line...
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2250775569
I_kwDODunzps6GKBwR
6823
Loading problems of Datasets with a single shard
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2024-04-18T13:59:00
2024-04-18T17:51:08
NaT
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### Describe the bug When saving a dataset on disk and it has a single shard it is not loaded as when it is saved in multiple shards. I installed the latest version of datasets via pip. ### Steps to reproduce the bug The code below reproduces the behavior. All works well when the range of the loop is 10000 bu...
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6822
Fix parquet export infos
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2024-04-18T10:21:41
2024-04-18T11:15:41
2024-04-18 11:09:13+00:00
MEMBER
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Don't use the parquet export infos when USE_PARQUET_EXPORT is False. Otherwise the `datasets-server` might reuse erroneous data when re-running a job this follows https://github.com/huggingface/datasets/pull/6714
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6820
Allow deleting a subset/config from a no-script dataset
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2024-04-17T14:41:12
2024-05-02T07:31:03
2024-04-30 09:44:24+00:00
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TODO: - [x] Add docs - [x] Delete token arg from CLI example - See: #6839 Close #6810.
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2248043797
I_kwDODunzps6F_m0V
6819
Give more details in `DataFilesNotFoundError` when getting the config names
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2024-04-17T11:19:47
2024-04-17T11:19:47
NaT
CONTRIBUTOR
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### Feature request After https://huggingface.co/datasets/cis-lmu/Glot500/commit/39060e01272ff228cc0ce1d31ae53789cacae8c3, the dataset viewer gives the following error: ``` { "error": "Cannot get the config names for the dataset.", "cause_exception": "DataFilesNotFoundError", "cause_message": "No (support...
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6817
Support indexable objects in `Dataset.__getitem__`
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2024-04-16T17:41:27
2024-04-16T18:27:44
2024-04-16 18:17:29+00:00
COLLABORATOR
nan
As discussed in https://github.com/huggingface/datasets/pull/6816, this is needed to support objects that implement `__index__` such as `np.int64` in `Dataset.__getitem__`.
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6816
Improve typing of Dataset.search, matching definition
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6816). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Hi! This is a breaking change. A better solution is to check for \"indexable\" types in...
2024-04-16T14:53:39
2024-04-16T15:54:10
2024-04-16 15:54:10+00:00
CONTRIBUTOR
nan
Previously, the output of `score, indices = Dataset.search(...)` would be numpy arrays. The definition in `SearchResult` is a `List[int]` so this PR now matched the expected type. The previous behavior is a bit annoying as `Dataset.__getitem__` doesn't support `numpy.int64` which forced me to convert `indices` to...
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2246197070
PR_kwDODunzps5sz9eC
6815
Remove `os.path.relpath` in `resolve_patterns`
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2024-04-16T14:23:13
2024-04-16T16:06:48
2024-04-16 15:58:22+00:00
COLLABORATOR
nan
... to save a few seconds when resolving repos with many data files.
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2245857902
I_kwDODunzps6F3RJu
6814
`map` with `num_proc` > 1 leads to OOM
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[ "Hi ! You can try to reduce `writer_batch_size`. It corresponds to the number of samples that stay in RAM before being flushed to disk" ]
2024-04-16T11:56:03
2024-04-19T11:53:41
NaT
CONTRIBUTOR
nan
### Describe the bug When running `map` on parquet dataset loaded from local machine, the RAM usage increases linearly eventually leading to OOM. I was wondering if I should I save the `cache_file` after every n steps in order to prevent this? ### Steps to reproduce the bug ``` ds = load_dataset("parquet", data...
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2245626870
PR_kwDODunzps5sx-9V
6813
Add Dataset.take and Dataset.skip
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2024-04-16T09:53:42
2024-04-16T14:12:14
2024-04-16 14:06:07+00:00
MEMBER
nan
...to be aligned with IterableDataset.take and IterableDataset.skip
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2244898824
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6812
Run CI
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[ "(Sorry, meant to open this against my own fork. I'm attempting to debug this issue (https://github.com/astral-sh/uv/issues/1921#issuecomment-2058056192) reported by `huggingface/datasets` on the uv repo.)" ]
2024-04-16T01:12:36
2024-04-16T01:14:16
2024-04-16 01:12:41+00:00
NONE
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PR_kwDODunzps5srOtR
6811
add allow_primitive_to_str and allow_decimal_to_str instead of allow_number_to_str
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2024-04-15T13:14:38
2024-07-03T14:59:42
2024-04-16 17:03:17+00:00
CONTRIBUTOR
nan
Fix #6805
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2242968745
I_kwDODunzps6FsPyp
6810
Allow deleting a subset/config from a no-script dataset
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[ "Probably best to implement this as a CLI command?", "Thanks for your comment, @mariosasko. Or maybe both (in Python and as CLI command)? The Python command would be just the reverse of `push_to_hub`...\r\n\r\nI am working on a draft implementation, so we can discuss about the API and UX." ]
2024-04-15T07:53:26
2024-04-30T09:44:25
2024-04-30 09:44:25+00:00
MEMBER
nan
As proposed by @BramVanroy, it would be neat to have this functionality through the API.
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6809
Make convert_to_parquet CLI command create script branch
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2024-04-15T07:47:26
2024-04-17T08:44:26
2024-04-17 08:38:18+00:00
MEMBER
nan
Make convert_to_parquet CLI command create a "script" branch and keep the script file on it. This PR proposes the simplest UX approach: whenever `--revision` is not explicitly passed (i.e., when the script is in the main branch), try to create a "script" branch from the "main" branch; if the "script" branch exists a...
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6808
Make convert_to_parquet CLI command create script branch
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2024-04-15T06:46:07
2024-04-17T08:38:19
2024-04-17 08:38:19+00:00
MEMBER
nan
As proposed by @severo, maybe we should add this functionality as well to the CLI command to convert a script-dataset to Parquet. See: https://github.com/huggingface/datasets/pull/6795#discussion_r1562819168 > When providing support, we sometimes suggest that users store their script in a script branch. What do you th...
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6806
Fix hf-internal-testing/dataset_with_script commit SHA in CI test
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2024-04-12T08:47:50
2024-04-12T09:08:23
2024-04-12 09:02:12+00:00
MEMBER
nan
Fix test using latest commit SHA in hf-internal-testing/dataset_with_script dataset: https://huggingface.co/datasets/hf-internal-testing/dataset_with_script/commits/refs%2Fconvert%2Fparquet Fix #6796.
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6805
Batched mapping of existing string column casts boolean to string
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[ "This seems to be hardcoded behavior in table.py `array_cast`.\r\n```python\r\nif (\r\n not allow_number_to_str\r\n and pa.types.is_string(pa_type)\r\n and (pa.types.is_floating(array.type) or pa.types.is_integer(array.type))\r\n ):\r\n raise TypeError(\r\n ...
2024-04-12T04:21:41
2024-07-03T15:00:07
2024-07-03 15:00:07+00:00
NONE
nan
### Describe the bug Let the dataset contain a column named 'a', which is of the string type. If 'a' is converted to a boolean using batched mapping, the mapper automatically casts the boolean to a string (e.g., True -> 'true'). It only happens when the original column and the mapped column name are identical. Th...
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2238035124
PR_kwDODunzps5sYJFF
6804
Fix --repo-type order in cli upload docs
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2024-04-11T15:39:09
2024-04-11T16:24:57
2024-04-11 16:18:47+00:00
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6803
#6791 Improve type checking around FAISS
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2024-04-11T14:54:30
2024-04-11T15:44:09
2024-04-11 15:38:04+00:00
CONTRIBUTOR
nan
Fixes #6791 Small PR to raise a better error when a dataset is not embedded properly.
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6802
Fix typo in docs (upload CLI)
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2024-04-11T10:05:05
2024-04-11T16:19:00
2024-04-11 13:19:43+00:00
CONTRIBUTOR
nan
Related to https://huggingface.slack.com/archives/C04RG8YRVB8/p1712643948574129 (interal) Positional args must be placed before optional args. Feel free to merge whenever it's ready.
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2236911556
I_kwDODunzps6FVI_E
6801
got fileNotFound
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[ "Hi! I'll open a PR on the Hub to fix this, but please use the Hub's [Community tab](https://huggingface.co/datasets/nyanko7/danbooru2023/discussions) to report such issues in the future.", "I've opened a [PR](https://huggingface.co/datasets/nyanko7/danbooru2023/discussions/8) in the repo, so let's continue the d...
2024-04-11T04:57:41
2024-04-12T16:47:43
2024-04-12 16:47:43+00:00
NONE
nan
### Describe the bug When I use load_dataset to load the nyanko7/danbooru2023 data set, the cache is read in the form of a symlink. There may be a problem with the arrow_dataset initialization process and I get FileNotFoundError: [Errno 2] No such file or directory: '2945000.jpg' ### Steps to reproduce the bug #code...
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2236431288
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6800
High overhead when loading lots of subsets from the same dataset
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[ "Hi !\r\n\r\nIt's possible to multiple files at once:\r\n\r\n```python\r\ndata_files = \"data/*.jsonl\"\r\n# Or pass a list of files\r\nlangs = ['ka-ml', 'br-sr', 'ka-pt', 'id-ko', ..., 'fi-ze_zh', 'he-kk', 'ka-tr']\r\ndata_files = [f\"data/{lang}.jsonl\" for lang in langs]\r\nds = load_dataset(\"loicmagne/open-sub...
2024-04-10T21:08:57
2024-04-24T13:48:05
NaT
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nan
### Describe the bug I have a multilingual dataset that contains a lot of subsets. Each subset corresponds to a pair of languages, you can see here an example with 250 subsets: [https://hf.co/datasets/loicmagne/open-subtitles-250-bitext-mining](). As part of the MTEB benchmark, we may need to load all the subsets of t...
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PR_kwDODunzps5sRk_r
6799
fix `DatasetBuilder._split_generators` incomplete type annotation
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2024-04-10T17:46:08
2024-04-11T15:41:06
2024-04-11 15:34:58+00:00
CONTRIBUTOR
nan
solve #6798: add missing `StreamingDownloadManager` type annotation to the `dl_manager` argument of the `DatasetBuilder._split_generators` function
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6798
`DatasetBuilder._split_generators` incomplete type annotation
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[ "Good catch! Feel free to open a PR with the suggested fix :).", "There is also the [`MockDownloadManager`](https://github.com/JonasLoos/datasets/blob/main/src/datasets/download/mock_download_manager.py#L33), which seems like it might get passed here too. However, to me, it doesn't really seem relevant to the use...
2024-04-10T14:38:50
2024-04-11T15:34:59
2024-04-11 15:34:59+00:00
CONTRIBUTOR
nan
### Describe the bug The [`DatasetBuilder._split_generators`](https://github.com/huggingface/datasets/blob/0f27d7b77c73412cfc50b24354bfd7a3e838202f/src/datasets/builder.py#L1449) function has currently the following signature: ```python class DatasetBuilder: def _split_generators(self, dl_manager: DownloadMan...
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6797
Fix CI test_load_dataset_distributed_with_script
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2024-04-10T06:57:48
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Fix #6796.
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CI is broken due to hf-internal-testing/dataset_with_script
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[ "Finally:\r\n- the initial issue seems it was temporary\r\n- there is a different issue now: https://github.com/huggingface/datasets/actions/runs/8627153993/job/23646584590?pr=6797\r\n```\r\nFAILED tests/test_load.py::ModuleFactoryTest::test_HubDatasetModuleFactoryWithParquetExport - datasets.utils._dataset_viewer....
2024-04-10T06:56:02
2024-04-12T09:02:13
2024-04-12 09:02:13+00:00
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CI is broken for test_load_dataset_distributed_with_script. See: https://github.com/huggingface/datasets/actions/runs/8614926216/job/23609378127 ``` FAILED tests/test_load.py::test_load_dataset_distributed_with_script[None] - assert False + where False = all(<generator object test_load_dataset_distributed_with_scr...
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6795
Add CLI function to convert script-dataset to Parquet
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2024-04-17T08:41:23
2024-04-12 15:27:04+00:00
MEMBER
nan
Close #6690.
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6794
Multithreaded downloads
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6794). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "CI is failing because of the missing parquet export of one test dataset, PR to fix this...
2024-04-09T11:13:19
2024-04-15T21:24:13
2024-04-15 21:18:08+00:00
MEMBER
nan
...for faster dataset download when there are many many small files (e.g. imagefolder, audiofolder) ### Behcnmark for example on [lhoestq/tmp-images-writer_batch_size](https://hf.co/datasets/lhoestq/tmp-images-writer_batch_size) (128 images) | | duration of the download step in `load_dataset()` | |--| ----...
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2231400200
I_kwDODunzps6FAHcI
6793
Loading just one particular split is not possible for imagenet-1k
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2024-04-08T14:39:14
2024-04-08T14:39:14
NaT
NONE
nan
### Describe the bug I'd expect the following code to download just the validation split but instead I get all data on my disk (train, test and validation splits) ` from datasets import load_dataset dataset = load_dataset("imagenet-1k", split="validation", trust_remote_code=True) ` Is it expected to work li...
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2231318682
PR_kwDODunzps5sBEyn
6792
Fix cache conflict in `_check_legacy_cache2`
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2024-04-08T14:05:42
2024-04-09T11:34:08
2024-04-09 11:27:58+00:00
MEMBER
nan
It was reloading from the wrong cache dir because of a bug in `_check_legacy_cache2`. This function should not trigger if there are config_kwars like `sample_by=` fix https://github.com/huggingface/datasets/issues/6758
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2230102332
I_kwDODunzps6E7Kk8
6791
`add_faiss_index` raises ValueError: not enough values to unpack (expected 2, got 1)
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[ "I realized I was passing a string column to this instead of float. Is it possible to add a warning or error to prevent users from falsely believing there's a bug?", "Hello!\r\n\r\nI agree that we could add some safeguards around the type of `ds[column]`. At least for FAISS, we need the column to be made of embed...
2024-04-08T01:57:03
2024-04-11T15:38:05
2024-04-11 15:38:05+00:00
NONE
nan
### Describe the bug Calling `add_faiss_index` on a `Dataset` with a column argument raises a ValueError. The following is the trace ```python 214 def replacement_add(self, x): 215 """Adds vectors to the index. 216 The index must be trained before vectors can be added to it. 217 Th...
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2229915236
I_kwDODunzps6E6c5k
6790
PyArrow 'Memory mapping file failed: Cannot allocate memory' bug
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2024-04-07T19:25:39
2024-04-07T20:00:54
NaT
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nan
### Describe the bug Hello, I've been struggling with a problem using Huggingface datasets caused by PyArrow memory allocation. I finally managed to solve it, and thought to document it since similar issues have been raised here before (https://github.com/huggingface/datasets/issues/5710, https://github.com/huggi...
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2229527001
I_kwDODunzps6E4-HZ
6789
Issue with map
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[ "Default `writer_batch_size `is set to 1000 (see [map](https://huggingface.co/docs/datasets/v2.16.1/en/package_reference/main_classes#datasets.Dataset.map)).\r\nThe \"tmp1335llua\" is probably the temp file it creates while writing to disk.\r\nMaybe try lowering the `writer_batch_size`.\r\n\r\nFor multi-processing ...
2024-04-07T02:52:06
2024-06-18T00:00:09
NaT
NONE
nan
### Describe the bug Map has been taking extremely long to preprocess my data. It seems to process 1000 examples (which it does really fast in about 10 seconds), then it hangs for a good 1-2 minutes, before it moves on to the next batch of 1000 examples. It also keeps eating up my hard drive space for some reaso...
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2229207521
I_kwDODunzps6E3wHh
6788
A Question About the Map Function
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[ "All data is saved in the arrow format on disk.\r\nIf you return a tensor it gets converted to arrow before saving to disk when using map.\r\n\r\nTo get a tensor when you access data elements you can use `dataset.set_format(\"pt\")`.\r\nNote that this just changes how the data is loaded, not how it is stored.", "...
2024-04-06T11:45:23
2024-04-11T05:29:35
2024-04-11 05:29:35+00:00
NONE
nan
### Describe the bug Hello, I have a question regarding the map function in the Hugging Face datasets. The situation is as follows: when I load a jsonl file using load_dataset(..., streaming=False), and then utilize the map function to process it, I specify that the returned example should be of type Torch.ten...
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2229103264
I_kwDODunzps6E3Wqg
6787
TimeoutError in map
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[ "From my current understanding, this timeout is only used when we need to get the results.\r\n\r\nOne of:\r\n1. All tasks are done\r\n2. One worker died\r\n\r\nYour function should work fine and it's definitely a bug if it doesn't.", "When one of the `map`'s worker processes crashes, the linked code re-raises an ...
2024-04-06T06:25:39
2024-04-13T06:34:59
NaT
CONTRIBUTOR
nan
### Describe the bug ```python from datasets import Dataset def worker(example): while True: continue example['a'] = 100 return example data = Dataset.from_list([{"a": 1}, {"a": 2}]) data = data.map(worker) print(data[0]) ``` I'm implementing a worker function whose runtime will de...
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2228463776
PR_kwDODunzps5r3kWg
6786
Make Image cast storage faster
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6786). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Hi ! Thanks for diving into this, this conversion to python lists is indeed quite slow....
2024-04-05T17:00:46
2024-06-26T14:01:07
NaT
CONTRIBUTOR
nan
PR for issue #6782. Makes `cast_storage` of the `Image` class faster by removing the slow call to `.pylist`. Instead directly convert each `ListArray` item to either `Array2DExtensionType` or `Array3DExtensionType`. This also preserves the `dtype` removing the warning if the array is already `uint8`.
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2228429852
PR_kwDODunzps5r3dCw
6785
rename datasets-server to dataset-viewer
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6785). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-04-05T16:37:05
2024-04-08T12:41:13
2024-04-08 12:35:02+00:00
CONTRIBUTOR
nan
See https://github.com/huggingface/dataset-viewer/issues/2650 Tell me if it's OK, or if it's a breaking change that must be handled differently. Also note that the docs page is still https://huggingface.co/docs/datasets-server/, so I didn't change it. And the API URL is still https://datasets-server.huggingfac...
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2228390504
PR_kwDODunzps5r3UTj
6784
Extract data on the fly in packaged builders
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6784). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "CI failures are unrelated, so this is ready for the review", "<details>\n<summary>Sho...
2024-04-05T16:12:25
2024-04-16T16:37:47
2024-04-16 16:31:29+00:00
COLLABORATOR
nan
Instead of waiting for data files to be extracted in the packaged builders, we can prepend the compression prefix and extract them as they are being read (using `fsspec`). This saves disk space (deleting extracted archives is not set by default) and slightly speeds up dataset generation (less disk reads)
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2228179466
I_kwDODunzps6Ez1IK
6783
AttributeError: module 'numpy' has no attribute 'object'. in Kaggle Notebook
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[ "Hi! You can fix this by updating the `datasets` package with `pip install -U datasets` and restarting the notebook.\r\n", "Kaggle removed the problematic `datasets==2.1.0` pin last week, so I'm closing this issue (now it pre-installs the latest version)." ]
2024-04-05T14:31:48
2024-04-11T17:18:53
2024-04-11 17:18:53+00:00
NONE
nan
### Describe the bug # problem I can't resample audio dataset in Kaggle Notebook. It looks like some code in `datasets` library use aliases that were deprecated in NumPy 1.20. ## code for resampling ``` from datasets import load_dataset, Audio from transformers import AutoFeatureExtractor from transformers imp...
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2228081955
I_kwDODunzps6EzdUj
6782
Image cast_storage very slow for arrays (e.g. numpy, tensors)
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[ "This may be a solution that only changes `cast_storage` of `Image`.\r\nHowever, I'm not totally sure that the assumptions hold that are made about the `ListArray`.\r\n\r\n```python\r\nelif pa.types.is_list(storage.type):\r\n from .features import Array3DExtensionType\r\n\r\n def get_shapes(arr):\r\n s...
2024-04-05T13:46:54
2024-04-10T14:36:13
NaT
CONTRIBUTOR
nan
Update: see comments below ### Describe the bug Operations that save an image from a path are very slow. I believe the reason for this is that the image data (`numpy`) is converted into `pyarrow` format but then back to python using `.pylist()` before being converted to a numpy array again. `pylist` is alread...
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2228026497
PR_kwDODunzps5r2DMe
6781
Remove get_inferred_type from ArrowWriter write_batch
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6781). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Close in favor of #6786." ]
2024-04-05T13:21:05
2024-04-09T07:49:11
2024-04-09 07:49:11+00:00
CONTRIBUTOR
nan
Inferring the type seems to be unnecessary given that the pyarrow array has already been created. Because pyarrow array creation is sometimes extremely slow this doubles the time write_batch takes.
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2226160096
PR_kwDODunzps5rvkyj
6780
Fix CI
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6780). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-04-04T17:45:04
2024-04-04T18:46:04
2024-04-04 18:23:34+00:00
COLLABORATOR
nan
Updates the `wmt_t2t` test to pin the `revision` to the version with a loading script (cc @albertvillanova). Additionally, it replaces the occurrences of the `lhoestq/test` repo id with `hf-internal-testing/dataset_with_script` and re-enables logging checks in the `Dataset.from_sql` tests.
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6779
Install dependencies with `uv` in CI
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6779). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-04-04T17:02:51
2024-04-08T13:34:01
2024-04-08 13:27:44+00:00
COLLABORATOR
nan
`diffusers` (https://github.com/huggingface/diffusers/pull/7116) and `huggingface_hub` (https://github.com/huggingface/huggingface_hub/pull/2072) also use `uv` to install their dependencies, so we can do the same here. It seems to make the "Install dependencies" step in the `ubuntu` jobs 5-8x faster and 1.5-2x in th...
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2226040636
I_kwDODunzps6Erq88
6778
Dataset.to_csv() missing commas in columns with lists
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[ "Hello!\r\n\r\nThis is due to how pandas write numpy arrays to csv. [Source](https://stackoverflow.com/questions/54753179/to-csv-saves-np-array-as-string-instead-of-as-a-list)\r\nTo fix this, you can convert them to list yourselves.\r\n\r\n```python\r\ndf = ds.to_pandas()\r\ndf['int'] = df['int'].apply(lambda arr: ...
2024-04-04T16:46:13
2024-04-08T15:24:41
NaT
NONE
nan
### Describe the bug The `to_csv()` method does not output commas in lists. So when the Dataset is loaded back in the data structure of the column with a list is not correct. Here's an example: Obviously, it's not as trivial as inserting commas in the list, since its a comma-separated file. But hopefully there...
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2224611247
I_kwDODunzps6EmN-v
6777
.Jsonl metadata not detected
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[ "Hi! `metadata.jsonl` (or `metadata.csv`) is the only allowed name for the `imagefolder`'s metadata files.", "@mariosasko hey i tried with metadata.jsonl also and it still doesn't get the right columns", "@mariosasko it says metadata.csv not found\r\n<img width=\"1150\" alt=\"image\" src=\"https://github.com/hu...
2024-04-04T06:31:53
2024-04-05T21:14:48
NaT
NONE
nan
### Describe the bug Hi I have the following directory structure: |--dataset | |-- images | |-- metadata1000.csv | |-- metadata1000.jsonl | |-- padded_images Example of metadata1000.jsonl file {"caption": "a drawing depicts a full shot of a black t-shirt with a triangular pattern on the front there is a white...
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2223457792
I_kwDODunzps6Eh0YA
6775
IndexError: Invalid key: 0 is out of bounds for size 0
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[ "Same problem.", "Hi! You should be able to fix this by passing `remove_unused_columns=False` to the `transformers` `TrainingArguments` as explained in https://github.com/huggingface/peft/issues/1299.\r\n\r\n(I'm not familiar with Vertex AI, but I'd assume `remove_unused_columns` can be passed as a flag to the do...
2024-04-03T17:06:30
2024-04-08T01:24:35
NaT
NONE
nan
### Describe the bug I am trying to fine-tune llama2-7b model in GCP. The notebook I am using for this can be found [here](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/model_garden/model_garden_pytorch_llama2_peft_finetuning.ipynb). When I use the dataset given in the exa...
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2222164316
I_kwDODunzps6Ec4lc
6774
Generating split is very slow when Image format is PNG
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[ "I think this is due to the speed of reading a `png` image using pillow compared to a `jpg` image.\r\nNotably the same is true with `tiff`, it is even faster than `jpg` in my case." ]
2024-04-03T07:47:31
2024-04-10T17:28:17
NaT
NONE
nan
### Describe the bug When I create a dataset, it gets stuck while generating cached data. The image format is PNG, and it will not get stuck when the image format is jpeg. ![image](https://github.com/huggingface/datasets/assets/22740819/3b888fd8-e6d6-488f-b828-95a8f206a152) After debugging, I know that it is b...
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2221049121
I_kwDODunzps6EYoUh
6773
Dataset on Hub re-downloads every time?
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[ "The caching works as expected when I try to reproduce this locally or on Colab...", "hi @mariosasko , Thank you for checking. I also tried running this again just now, and it seems like the `load_dataset()` caches properly (though I'll double check later).\r\n\r\nI think the issue might be in the caching of the ...
2024-04-02T17:23:22
2024-04-08T18:43:45
2024-04-08 18:43:45+00:00
NONE
nan
### Describe the bug Hi, I have a dataset on the hub [here](https://huggingface.co/datasets/manestay/borderlines). It has 1k+ downloads, which I sure is mostly just me and my colleagues working with it. It should have far fewer, since I'm using the same machine with a properly set up HF_HOME variable. However, whene...
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2220851533
PR_kwDODunzps5rdKZ2
6772
`remove_columns`/`rename_columns` doc fixes
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2024-04-02T15:41:28
2024-04-02T16:28:45
2024-04-02 16:17:46+00:00
COLLABORATOR
nan
Use more consistent wording in `remove_columns` to explain why it's faster than `map` and update `remove_columns`/`rename_columns` docstrings to fix in-place calls. Reported in https://github.com/huggingface/datasets/issues/6700
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6771
Datasets FileNotFoundError when trying to generate examples.
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[ "Hi! I've opened a PR in the repo to fix this issue: https://huggingface.co/datasets/RitchieP/VerbaLex_voice/discussions/6", "@mariosasko Thanks for the PR and help! Guess I could close the issue for now. Appreciate the help!" ]
2024-04-02T10:24:57
2024-04-04T14:22:03
2024-04-04 14:22:03+00:00
NONE
nan
### Discussed in https://github.com/huggingface/datasets/discussions/6768 <div type='discussions-op-text'> <sup>Originally posted by **RitchieP** April 1, 2024</sup> Currently, I have a dataset hosted on Huggingface with a custom script [here](https://huggingface.co/datasets/RitchieP/VerbaLex_voice). I'm loa...
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2218991883
I_kwDODunzps6EQyEL
6770
[Bug Report] `datasets==2.18.0` is not compatible with `fsspec==2023.12.2`
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[ "You should be able to fix this by updating `huggingface_hub` with `pip install -U huggingface_hub`. We use this package under the hood to resolve the Hub's files." ]
2024-04-01T20:17:48
2024-04-11T17:31:44
2024-04-11 17:31:44+00:00
NONE
nan
### Describe the bug `Datasets==2.18.0` is not compatible with `fsspec==2023.12.2`. I have to downgrade fsspec to `fsspec==2023.10.0` to make `Datasets==2.18.0` work properly. ### Steps to reproduce the bug To reproduce the bug: 1. Make sure that `Datasets==2.18.0` and `fsspec==2023.12.2`. 2. Run the following ...
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2218242015
I_kwDODunzps6EN6_f
6769
(Willing to PR) Datasets with custom python objects
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2024-04-01T13:18:47
2024-04-01T13:36:58
NaT
NONE
nan
### Feature request Hi thanks for the library! I would like to have a huggingface Dataset, and one of its column is custom (non-serializable) Python objects. For example, a minimal code: ``` class MyClass: pass dataset = datasets.Dataset.from_list([ dict(a=MyClass(), b='hello'), ]) ``` It gives...
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2217065412
PR_kwDODunzps5rQO9J
6767
fixing the issue 6755(small typo)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6767). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-03-31T16:13:37
2024-04-02T14:14:02
2024-04-02 14:01:18+00:00
CONTRIBUTOR
nan
Fixed the issue #6755 on the typo mistake
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2215933515
I_kwDODunzps6EFHZL
6765
Compatibility issue between s3fs, fsspec, and datasets
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[ "Hi! Instead of running `pip install` separately for each package, you should pass all the packages to a single `pip install` call (in this case, `pip install datasets s3fs`) to let `pip` properly resolve their versions.", "> Hi! Instead of running `pip install` separately for each package, you should pass all th...
2024-03-29T19:57:24
2024-05-05T13:37:14
2024-04-03 14:33:12+00:00
NONE
nan
### Describe the bug Here is the full error stack when installing: ``` ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. datasets 2.18.0 requires fsspec[http]<=2024.2.0,>=2023.1.0, but you ...
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2215767119
I_kwDODunzps6EEexP
6764
load_dataset can't work with symbolic links
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2024-03-29T17:49:28
2024-03-29T17:52:27
NaT
NONE
nan
### Feature request Enable the `load_dataset` function to load local datasets with symbolic links. E.g, this dataset can be loaded: ├── example_dataset/ │ ├── data/ │ │ ├── train/ │ │ │ ├── file0 │ │ │ ├── file1 │ │ ├── dev/ │ │ │ ├── file2 │ │ │ ├── file3 │ ├── metad...
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2213440804
PR_kwDODunzps5rENat
6763
Fix issue with case sensitivity when loading dataset from local cache
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[ "I also need this feature for [\"Cnam-LMSSC/vibravox \"](https://huggingface.co/datasets/Cnam-LMSSC/vibravox)\r\n\r\n\r\nEDIT: Upgrading to `2.19.0` fixed my problem thanks to [this PR](https://github.com/huggingface/datasets/pull/6754)" ]
2024-03-28T14:52:35
2024-04-20T12:16:45
NaT
NONE
nan
When a dataset with upper-cases in its name is first loaded using `load_dataset()`, the local cache directory is created with all lowercase letters. However, upon subsequent loads, the current version attempts to locate the cache directory using the dataset's original name, which includes uppercase letters. This di...
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2213275468
PR_kwDODunzps5rDpBe
6762
Allow polars as valid output type
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6762). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-03-28T13:40:28
2024-05-31T13:20:16
NaT
CONTRIBUTOR
nan
I was trying out polars as an output for a map function and found that it wasn't a valid return type in `validate_function_output`. Thought that we should accommodate this by creating and adding it to the `allowed_processed_input_types` variable.
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2212805108
PR_kwDODunzps5rCAu8
6761
Remove deprecated code
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6761). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Thanks for cleaning this :) I'm also fine with renaming `hf_dataset_url` (and not `get_...
2024-03-28T09:57:57
2024-03-29T13:27:26
2024-03-29 13:18:13+00:00
CONTRIBUTOR
nan
What does this PR do? 1. remove `list_files_info` in favor of `list_repo_tree`. As of `0.23`, `list_files_info` will be removed for good. `datasets` had a utility to support both pre-0.20 and post-0.20 versions. Since `hfh` version is already pinned to `>=0.21.2`, I removed the legacy part. 2. `preupload_lfs_files` h...
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2212288122
I_kwDODunzps6D3NZ6
6760
Load codeparrot/apps raising UnicodeDecodeError in datasets-2.18.0
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[ "The same error with mteb datasets.", "Unfortunately, I'm unable to reproduce this error locally or on Colab.", "Here is the requirements.txt from a clean virtual environment (managed by conda) where I only install `datasets` by \r\n`pip install datasets`. \r\nThe pip list:\r\n```\r\naiohttp==3.9.3\r\naiosignal...
2024-03-28T03:44:26
2024-06-19T07:06:40
NaT
NONE
nan
### Describe the bug This happens with datasets-2.18.0; I downgraded the version to 2.14.6 fixing this temporarily. ``` Traceback (most recent call last): File "/home/xxx/miniconda3/envs/py310/lib/python3.10/site-packages/datasets/load.py", line 2556, in load_dataset builder_instance = load_dataset_builder...
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2208892891
I_kwDODunzps6DqQfb
6759
Persistent multi-process Pool
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2024-03-26T17:35:25
2024-03-26T17:35:25
NaT
NONE
nan
### Feature request Running .map and filter functions with `num_procs` consecutively instantiates several multiprocessing pools iteratively. As instantiating a Pool is very resource intensive it can be a bottleneck to performing iteratively filtering. My ideas: 1. There should be an option to declare `persist...
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2208494302
I_kwDODunzps6DovLe
6758
Passing `sample_by` to `load_dataset` when loading text data does not work
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[ "Thanks for reporting! We are working on a fix." ]
2024-03-26T14:55:33
2024-04-09T11:27:59
2024-04-09 11:27:59+00:00
NONE
nan
### Describe the bug I have a dataset that consists of a bunch of text files, each representing an example. There is an undocumented `sample_by` argument for the `TextConfig` class that is used by `Text` to decide whether to split files into lines, paragraphs or take them whole. Passing `sample_by=“document”` to `load...
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2206280340
PR_kwDODunzps5qr7Li
6757
Test disabling transformers containers in docs CI
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6757). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "On slack it was mentioned that it was actually slower for `datasets`, should we close t...
2024-03-25T17:16:11
2024-03-27T16:26:35
NaT
CONTRIBUTOR
nan
Related to https://github.com/huggingface/doc-builder/pull/487 and [internal slack thread](https://huggingface.slack.com/archives/C04F8N7FQNL/p1711384899462349?thread_ts=1711041424.720769&cid=C04F8N7FQNL). There is now a `custom_container` option when building docs in CI. When set to `""` (instead of `"huggingface/tran...
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2205557725
I_kwDODunzps6DdiPd
6756
Support SQLite files?
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[ "You can use `Dataset.from_sql(path_to_sql_file)` already. Though we haven't added the Sql dataset builder to the `_PACKAGED_DATASETS_MODULES` list or in `_EXTENSION_TO_MODULE` to map `.sqlite` to the Sql dataset builder\r\n\r\nThis would allow to load a dataset repository with a `.sqlite` file using `load_dataset`...
2024-03-25T11:48:05
2024-03-26T16:09:32
2024-03-26 16:09:32+00:00
CONTRIBUTOR
nan
### Feature request Support loading a dataset from a SQLite file https://huggingface.co/datasets/severo/test_iris_sqlite/tree/main ### Motivation SQLite is a popular file format. ### Your contribution See discussion on slack: https://huggingface.slack.com/archives/C04L6P8KNQ5/p1702481859117909 (internal) In ...
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2204573289
I_kwDODunzps6DZx5p
6755
Small typo on the documentation
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[ "Thanks for reporting @fostiropoulos! I've edited your comment to fix the link to the problematic line.\r\n", "@mariosasko can i take this up?", "#self-assign" ]
2024-03-24T21:47:52
2024-04-02T14:01:19
2024-04-02 14:01:19+00:00
NONE
nan
### Describe the bug There is a small typo on https://github.com/huggingface/datasets/blob/d5468836fe94e8be1ae093397dd43d4a2503b926/src/datasets/dataset_dict.py#L938 It should be `caching is enabled`. ### Steps to reproduce the bug Please visit https://github.com/huggingface/datasets/blob/d5468836fe94e...
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2204214595
PR_kwDODunzps5qk-nr
6754
Fix cache path to snakecase for `CachedDatasetModuleFactory` and `Cache`
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[ "@lhoestq hi 😃, is there something else I need to do to check this change?", "I added two tests and passed them on my server.\r\n\r\n```\r\npytest tests/packaged_modules/test_cache.py \r\n========================================================================== test session starts ==============================...
2024-03-24T06:59:15
2024-04-15T15:45:44
2024-04-15 15:38:51+00:00
CONTRIBUTOR
nan
Fix https://github.com/huggingface/datasets/issues/6750#issuecomment-2016678729 I didn't find a guideline on how to run the tests, so i just run the following steps to make sure that this bug is fixed. 1. `python test.py`, 2. then `HF_DATASETS_OFFLINE=1 python test.py` The `test.py` is ``` import datasets ...
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2204155091
I_kwDODunzps6DYLzT
6753
Type error when importing datasets on Kaggle
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[ "I have the same problem \r\nIt seems that it only appears when you are using GPU \r\nIt seems to work fine with the 2.17 version though", "Same here.", "> I have the same problem\r\n> It seems that it only appears when you are using GPU\r\n> It seems to work fine with the 2.17 version though\r\n\r\nI downgrade...
2024-03-24T03:01:30
2024-04-04T13:50:35
2024-03-30 00:23:49+00:00
NONE
nan
### Describe the bug When trying to run ``` import datasets print(datasets.__version__) ``` It generates the following error ``` TypeError: expected string or bytes-like object ``` It looks like It cannot find the valid versions of `fsspec` though fsspec version is fine when I checked Via command ...
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2204043839
I_kwDODunzps6DXwo_
6752
Precision being changed from float16 to float32 unexpectedly
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[ "This is because of the formatter (`torch` in this case).\r\nIt defaults to `float32`.\r\n\r\nYou can load it in `float16` using `dataset.set_format(\"torch\", dtype=torch.float16)`." ]
2024-03-23T20:53:56
2024-04-10T15:21:33
NaT
NONE
nan
### Describe the bug I'm loading a HuggingFace Dataset for images. I'm running a preprocessing (map operation) step that runs a few operations, one of them being conversion to float16. The Dataset features also say that the 'img' is of type float16. Whenever I take an image from that HuggingFace Dataset instance...
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2203951501
PR_kwDODunzps5qkKLH
6751
Use 'with' operator for some download functions
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6751). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I was mistaken on the intent of those functions, closing the PR." ]
2024-03-23T16:32:08
2024-03-26T00:40:57
2024-03-26 00:40:57+00:00
NONE
nan
Some functions in `streaming_download_manager.py` are not closing the file they open which lead to `Unclosed file` warnings in our code. This fixes a few of them.
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2203590658
I_kwDODunzps6DWCAC
6750
`load_dataset` requires a network connection for local download?
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[ "Are you using `HF_DATASETS_OFFLINE=1` ?", "> Are you using `HF_DATASETS_OFFLINE=1` ?\r\n\r\nThis doesn't work for me. `datasets=2.18.0`\r\n\r\n`test.py`:\r\n```\r\nimport datasets\r\n\r\ndatasets.utils.logging.set_verbosity_info()\r\n\r\nds = datasets.load_dataset('C-MTEB/AFQMC', revision='b44c3b011063adb25877c1...
2024-03-23T01:06:32
2024-04-15T15:38:52
2024-04-15 15:38:52+00:00
NONE
nan
### Describe the bug Hi all - I see that in the past a network dependency has been mistakenly introduced into `load_dataset` even for local loads. Is it possible this has happened again? ### Steps to reproduce the bug ``` >>> import datasets >>> datasets.load_dataset("hh-rlhf") Repo card metadata block was not ...
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2202310116
PR_kwDODunzps5qeoSk
6749
Fix fsspec tqdm callback
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6749). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-03-22T11:44:11
2024-03-22T14:51:45
2024-03-22 14:45:39+00:00
MEMBER
nan
Following changes at https://github.com/fsspec/filesystem_spec/pull/1497 for `fsspec>=2024.2.0`
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2201517348
I_kwDODunzps6DOH0k
6748
Strange slicing behavior
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[ "As explained in the [docs](https://huggingface.co/docs/datasets/v2.18.0/en/access#slicing), slicing a `Dataset` returns a dictionary that maps its column names to their values. So, `len(dataset[:300])=2` is expected, assuming your dataset has 2 columns (the returned dict has 2 keys, but each value in the dict has ...
2024-03-22T01:49:13
2024-03-22T16:43:57
NaT
NONE
nan
### Describe the bug I have loaded a dataset, and then slice first 300 samples using `:` ops, however, the resulting dataset is not expected, as the output below: ```bash len(dataset)=1050324 len(dataset[:300])=2 len(dataset[0:300])=2 len(dataset.select(range(300)))=300 ``` ### Steps to reproduce the bug loa...
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2201219384
PR_kwDODunzps5qa5L-
6747
chore(deps): bump fsspec
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2024-03-21T21:25:49
2024-03-22T16:40:15
2024-03-22 16:28:40+00:00
CONTRIBUTOR
nan
There were a few fixes released recently, some DVC ecosystem packages require newer version of `fsspec`.
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2198993949
I_kwDODunzps6DEfwd
6746
ExpectedMoreSplits error when loading C4 dataset
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[ "Hi ! We updated the `allenai/c4` repository to allow people to specify which language to load easily (the the [c4 dataset page](https://huggingface.co/datasets/allenai/c4))\r\n\r\nTo fix this issue **you can update** `datasets` and remove the mention of the legacy configuration name \"allenai--c4\":\r\n\r\n```pyth...
2024-03-21T02:53:04
2024-04-22T16:30:14
NaT
NONE
nan
### Describe the bug I encounter bug when running the example command line ```python python main.py \ --model decapoda-research/llama-7b-hf \ --prune_method wanda \ --sparsity_ratio 0.5 \ --sparsity_type unstructured \ --save out/llama_7b/unstructured/wanda/ ``` The bug occurred ...
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2198541732
I_kwDODunzps6DCxWk
6745
Scraping the whole of github including private repos is bad; kindly stop
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[ "It's not twitter here" ]
2024-03-20T20:54:06
2024-03-21T12:28:04
2024-03-21 10:24:56+00:00
NONE
nan
### Feature request https://github.com/bigcode-project/opt-out-v2 - opt out is not consent. kindly quit this ridiculous nonsense. ### Motivation [EDITED: insults not tolerated] ### Your contribution [EDITED: insults not tolerated]
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2197910168
I_kwDODunzps6DAXKY
6744
Option to disable file locking
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2024-03-20T15:59:45
2024-03-20T15:59:45
NaT
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nan
### Feature request Commands such as `load_dataset` creates file locks with `filelock.FileLock`. It would be good if there was a way to disable this. ### Motivation File locking doesn't work on all file-systems (in my case NFS mounted Weka). If the `cache_dir` only had small files then it would be possible to point ...
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2195481697
PR_kwDODunzps5qHeMZ
6743
Allow null values in dict columns
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2024-03-19T16:54:22
2024-04-08T13:08:42
2024-03-19 20:05:19+00:00
COLLABORATOR
nan
Fix #6738
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2195134854
PR_kwDODunzps5qGSfG
6742
Fix missing download_config in get_data_patterns
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2024-03-19T14:29:25
2024-03-19T18:24:39
2024-03-19 18:15:13+00:00
MEMBER
nan
Reported in https://github.com/huggingface/datasets-server/issues/2607
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2194626108
PR_kwDODunzps5qEiu3
6741
Fix offline mode with single config
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2024-03-19T10:48:32
2024-03-25T16:35:21
2024-03-25 16:23:59+00:00
MEMBER
nan
Reported in https://github.com/huggingface/datasets/issues/4760 The cache was not able to reload a dataset with a single config form the cache if the config name is not specificed For example ```python from datasets import load_dataset, config config.HF_DATASETS_OFFLINE = True load_dataset("openai_human...
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2193172074
I_kwDODunzps6CuSZq
6740
Support for loading geotiff files as a part of the ImageFolder
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2024-03-18T20:00:39
2024-03-27T18:19:48
2024-03-27 18:19:20+00:00
NONE
nan
### Feature request Request for adding rasterio support to load geotiff as a part of ImageFolder, instead of using PIL ### Motivation As of now, there are many datasets in HuggingFace Hub which are predominantly focussed towards RemoteSensing or are from RemoteSensing. The current ImageFolder (if I have understood c...
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2192730134
PR_kwDODunzps5p-Bwe
6739
Transpose images with EXIF Orientation tag
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2024-03-18T16:43:06
2024-03-19T15:35:57
2024-03-19 15:29:42+00:00
COLLABORATOR
nan
Closes https://github.com/huggingface/datasets/issues/6252
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2192386536
I_kwDODunzps6CrSno
6738
Dict feature is non-nullable while nested dict feature is
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[ "It looks like a bug, by default every feature should be nullable.", "I've linked a PR with a fix :)", "@mariosasko awesome thank you!" ]
2024-03-18T14:31:47
2024-03-20T10:24:15
2024-03-19 20:05:20+00:00
CONTRIBUTOR
nan
When i try to create a `Dataset` object with None values inside a dict column, like this: ```python from datasets import Dataset, Features, Value Dataset.from_dict( { "dict": [{"a": 0, "b": 0}, None], }, features=Features( {"dict": {"a": Value("int16"), "b": Value("int16")}} ) ) ...
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2190198425
I_kwDODunzps6Ci8aZ
6737
Invalid pattern: '**' can only be an entire path component
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[ "I couldn't reproduce the issue on my side on MacOS, I guess the issue comes from the recent `fsspec` on Windows.\r\n\r\nCan you try downgrading to `fsspec==2023.9.2` for now ? It would also be great to investigate this and see if we need a fix in `datasets` or `fsspec`", "I had the same issue! \r\nDowngrading t...
2024-03-16T19:28:46
2024-05-13T14:03:18
2024-05-13 11:32:57+00:00
NONE
nan
### Describe the bug ValueError: Invalid pattern: '**' can only be an entire path component when loading any dataset ### Steps to reproduce the bug import datasets ds = datasets.load_dataset("TokenBender/code_instructions_122k_alpaca_style") ### Expected behavior loading the dataset successfully ### Environm...
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2190181422
I_kwDODunzps6Ci4Qu
6736
Mosaic Streaming (MDS) Support
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[ "Hi ! that would be great :) Though note that `datasets` doesn't implement format-specific resuming when streaming, so in general I think it's better if users can use the mosaic-streaming library to read their MDS datasets. I wonder if they support `hf://` paths though...\r\n\r\nAnyway for those interested, the cod...
2024-03-16T18:42:04
2024-03-18T15:13:34
NaT
NONE
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### Feature request I'm a huge fan of the current HF Datasets `webdataset` integration (especially the built-in streaming support). However, I'd love to upload some robotics and multimodal datasets I've processed for use with [Mosaic Streaming](https://docs.mosaicml.com/projects/streaming/en/stable/), specifically the...
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6735
Add `mode` parameter to `Image` feature
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6735). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-03-15T17:21:12
2024-03-18T15:47:48
2024-03-18 15:41:33+00:00
COLLABORATOR
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Fix https://github.com/huggingface/datasets/issues/6675
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6734
Tokenization slows towards end of dataset
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[ "Hi ! First note that if the dataset is not heterogeneous / shuffled, there might be places in the data with shorter texts that are faster to tokenize.\r\n\r\nMoreover, the way `num_proc` works is by slicing the dataset and passing each slice to a process to run the `map()` function. So at the very end of `map()`, ...
2024-03-15T03:27:36
2024-04-11T10:48:07
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### Describe the bug Mapped tokenization slows down substantially towards end of dataset. train set started off very slow, caught up to 20k then tapered off til the end. what's particularly strange is that the tokenization crashed a few times before due to errors with invalid tokens somewhere or corrupted down...
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