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https://api.github.com/repos/huggingface/datasets/issues/7277 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7277/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7277/comments | https://api.github.com/repos/huggingface/datasets/issues/7277/events | https://github.com/huggingface/datasets/pull/7277 | 2,632,459,184 | PR_kwDODunzps6AyB7O | 7,277 | Add link to video dataset | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7277). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
] | 2024-11-04T10:45:12Z | 2024-11-04T17:05:06Z | 2024-11-04T17:05:06Z | CONTRIBUTOR | null | null | null | This PR updates https://huggingface.co/docs/datasets/loading to also link to the new video loading docs.
cc @mfarre | {
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https://api.github.com/repos/huggingface/datasets/issues/7026 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7026/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7026/comments | https://api.github.com/repos/huggingface/datasets/issues/7026/events | https://github.com/huggingface/datasets/pull/7026 | 2,390,983,889 | PR_kwDODunzps50c8Mf | 7,026 | Fix check_library_imports | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7026). 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>... | 2024-07-04T14:18:38Z | 2024-07-04T14:28:36Z | 2024-07-04T14:20:02Z | MEMBER | null | null | null | move it to after the `trust_remote_code` check
Note that it only affects local datasets that already exist on disk, not datasets loaded from HF directly | {
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https://api.github.com/repos/huggingface/datasets/issues/7025 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7025/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7025/comments | https://api.github.com/repos/huggingface/datasets/issues/7025/events | https://github.com/huggingface/datasets/pull/7025 | 2,390,488,546 | PR_kwDODunzps50bSyD | 7,025 | feat: support non streamable arrow file binary format | {
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"requesting review - @albertvillanova @lhoestq ",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7025). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"@lhoestq rebased the PR, It would b... | 2024-07-04T10:11:12Z | 2024-07-31T06:15:50Z | 2024-07-31T06:09:31Z | CONTRIBUTOR | null | null | null | Support Arrow files (`.arrow`) that are in non streamable binary file formats. | {
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https://api.github.com/repos/huggingface/datasets/issues/5644 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5644/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5644/comments | https://api.github.com/repos/huggingface/datasets/issues/5644/events | https://github.com/huggingface/datasets/pull/5644 | 1,626,204,046 | PR_kwDODunzps5MJHUi | 5,644 | Allow direct cast from binary to Audio/Image | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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... | 2023-03-15T20:02:54Z | 2023-03-16T14:20:44Z | 2023-03-16T14:12:55Z | COLLABORATOR | null | null | null | To address https://github.com/huggingface/datasets/discussions/5593.
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https://api.github.com/repos/huggingface/datasets/issues/7067 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7067/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7067/comments | https://api.github.com/repos/huggingface/datasets/issues/7067/events | https://github.com/huggingface/datasets/issues/7067 | 2,425,460,168 | I_kwDODunzps6QkZXI | 7,067 | Convert_to_parquet fails for datasets with multiple configs | {
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"Many users have encountered the same issue, which has caused inconvenience.\r\n\r\nhttps://discuss.huggingface.co/t/convert-to-parquet-fails-for-datasets-with-multiple-configs/86733\r\n",
"Thanks for reporting.\r\n\r\nI will make the code more robust.",
"I have opened an issue in the huggingface-hub repo:\r\n-... | 2024-07-23T15:09:33Z | 2024-07-30T10:51:02Z | 2024-07-30T10:51:02Z | NONE | null | null | {
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} | If the dataset has multiple configs, when using the `datasets-cli convert_to_parquet` command to avoid issues with the data viewer caused by loading scripts, the conversion process only successfully converts the data corresponding to the first config. When it starts converting the second config, it throws an error:
... | {
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https://api.github.com/repos/huggingface/datasets/issues/5284 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5284/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5284/comments | https://api.github.com/repos/huggingface/datasets/issues/5284/events | https://github.com/huggingface/datasets/issues/5284 | 1,461,519,733 | I_kwDODunzps5XHQV1 | 5,284 | Features of IterableDataset set to None by remove column | {
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"Related to https://github.com/huggingface/datasets/issues/5245",
"#self-assign",
"Thanks @lhoestq and @alvarobartt!\r\n\r\nThis would be extremely helpful to have working for the Whisper fine-tuning event - we're **only** training using streaming mode, so it'll be quite important to have this feature working t... | 2022-11-23T10:54:59Z | 2025-02-07T11:36:41Z | 2022-11-28T12:53:24Z | CONTRIBUTOR | null | null | {
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} | ### Describe the bug
The `remove_column` method of the IterableDataset sets the dataset features to None.
### Steps to reproduce the bug
```python
from datasets import Audio, load_dataset
# load LS in streaming mode
dataset = load_dataset("librispeech_asr", "clean", split="validation", streaming=True)
... | {
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https://api.github.com/repos/huggingface/datasets/issues/6432 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6432/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6432/comments | https://api.github.com/repos/huggingface/datasets/issues/6432/events | https://github.com/huggingface/datasets/issues/6432 | 1,999,258,140 | I_kwDODunzps53KkIc | 6,432 | load_dataset does not load all of the data in my input file | {
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"You should use `datasets.load_dataset` instead of `nlp.load_dataset`, as the `nlp` package is outdated.\r\n\r\nIf switching to `datasets.load_dataset` doesn't fix the issue, sharing the JSON file (feel free to replace the data with dummy data) would be nice so that we can reproduce it ourselves."
] | 2023-11-17T14:28:50Z | 2023-11-22T17:34:58Z | null | NONE | null | null | {
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} | ### Describe the bug
I have 127 elements in my input dataset. When I do a len on the dataset after loaded, it is only 124 elements.
### Steps to reproduce the bug
train_dataset = nlp.load_dataset(data_args.dataset_path, name=data_args.qg_format, split=nlp.Split.TRAIN)
valid_dataset = nlp.load_dataset(data_... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6697 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6697/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6697/comments | https://api.github.com/repos/huggingface/datasets/issues/6697/events | https://github.com/huggingface/datasets/issues/6697 | 2,157,322,224 | I_kwDODunzps6Alh_w | 6,697 | Unable to Load Dataset in Kaggle | {
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"FWIW, I run `load_dataset(\"llm-blender/mix-instruct\")` and it ran successfully.\r\nCan you clear your cache and try again?\r\n\r\n\r\n### Environment Info\r\n\r\n- `datasets` version: 2.17.0\r\n- Platform: Linux-6.2.6-76060206-generic-x86_64-with-glibc2.35\r\n- Python version: 3.9.13\r\n- `huggingface_hub` versi... | 2024-02-27T18:19:34Z | 2024-02-29T17:32:42Z | 2024-02-29T17:32:41Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
Having installed the latest versions of transformers==4.38.1 and datasets==2.17.1 Unable to load the dataset in a kaggle notebook.
Get this Error:
```
---------------------------------------------------------------------------
ValueError Traceback (most recen... | {
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https://api.github.com/repos/huggingface/datasets/issues/4735 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4735/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4735/comments | https://api.github.com/repos/huggingface/datasets/issues/4735/events | https://github.com/huggingface/datasets/pull/4735 | 1,314,501,641 | PR_kwDODunzps477CuP | 4,735 | Pin rouge_score test dependency | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-07-22T07:18:21Z | 2022-07-22T07:58:14Z | 2022-07-22T07:45:18Z | MEMBER | null | null | null | Temporarily pin `rouge_score` (to avoid latest version 0.7.0) until the issue is fixed.
Fix #4734 | {
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https://api.github.com/repos/huggingface/datasets/issues/6649 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6649/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6649/comments | https://api.github.com/repos/huggingface/datasets/issues/6649/events | https://github.com/huggingface/datasets/pull/6649 | 2,124,940,213 | PR_kwDODunzps5mXRo8 | 6,649 | Minor multi gpu doc improvement | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6649). 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>... | 2024-02-08T11:17:24Z | 2024-02-08T11:23:35Z | 2024-02-08T11:17:35Z | MEMBER | null | null | null | just added torch.no_grad and eval() | {
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https://api.github.com/repos/huggingface/datasets/issues/6614 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6614/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6614/comments | https://api.github.com/repos/huggingface/datasets/issues/6614/events | https://github.com/huggingface/datasets/issues/6614 | 2,098,884,520 | I_kwDODunzps59Gm-o | 6,614 | `datasets/downloads` cleanup tool | {
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} | ### Feature request
Splitting off https://github.com/huggingface/huggingface_hub/issues/1997 - currently `huggingface-cli delete-cache` doesn't take care of cleaning `datasets` temp files
e.g. I discovered having millions of files under `datasets/downloads` cache, I had to do:
```
sudo find /data/huggingface/... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4554 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4554/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4554/comments | https://api.github.com/repos/huggingface/datasets/issues/4554/events | https://github.com/huggingface/datasets/pull/4554 | 1,283,369,453 | PR_kwDODunzps46Sv_f | 4,554 | Fix WMT dataset loading issue and docs update (Re-opened) | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-06-24T07:26:16Z | 2022-07-08T15:39:20Z | 2022-07-08T15:27:44Z | CONTRIBUTOR | null | null | null | This PR is a fix for #4354
Changes are made for `wmt14`, `wmt15`, `wmt16`, `wmt17`, `wmt18`, `wmt19` and `wmt_t2t`. And READMEs are updated for the corresponding datasets.
Let me know, if any additional changes are required.
Thanks | {
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https://api.github.com/repos/huggingface/datasets/issues/4785 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4785/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4785/comments | https://api.github.com/repos/huggingface/datasets/issues/4785/events | https://github.com/huggingface/datasets/pull/4785 | 1,327,225,826 | PR_kwDODunzps48k8y4 | 4,785 | Require torchaudio<0.12.0 in docs | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-08-03T13:32:00Z | 2022-08-03T15:07:43Z | 2022-08-03T14:52:16Z | MEMBER | null | null | null | This PR adds to docs the requirement of torchaudio<0.12.0 to avoid RuntimeError.
Subsequent to PR:
- #4777 | {
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https://api.github.com/repos/huggingface/datasets/issues/5702 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5702/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5702/comments | https://api.github.com/repos/huggingface/datasets/issues/5702/events | https://github.com/huggingface/datasets/issues/5702 | 1,653,104,720 | I_kwDODunzps5iiGBQ | 5,702 | Is it possible or how to define a `datasets.Sequence` that could potentially be either a dict, a str, or None? | {
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"Hi ! `datasets` uses Apache Arrow as backend to store the data, and it requires each column to have a fixed type. Therefore a column can't have a mix of dicts/lists/strings.\r\n\r\nThough it's possible to have one (nullable) field for each type:\r\n```python\r\nfeatures = Features({\r\n \"text_alone\": Value(\"... | 2023-04-04T03:20:43Z | 2023-04-05T14:15:18Z | 2023-04-05T14:15:17Z | NONE | null | null | {
"completed": 0,
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} | ### Feature request
Hello! Apologies if my question sounds naive:
I was wondering if it’s possible, or how one would go about defining a 'datasets.Sequence' element in datasets.Features that could potentially be either a dict, a str, or None?
Specifically, I’d like to define a feature for a list that contains 18... | {
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https://api.github.com/repos/huggingface/datasets/issues/7449 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7449/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7449/comments | https://api.github.com/repos/huggingface/datasets/issues/7449/events | https://github.com/huggingface/datasets/issues/7449 | 2,916,235,092 | I_kwDODunzps6t0jdU | 7,449 | Cannot load data with different schemas from different parquet files | {
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"Hi ! `load_dataset` expects all the data_files to have the same schema.\n\nMaybe you can try enforcing certain `features` using:\n\n```python\nfeatures = Features({\"conversations\": {'content': Value('string'), 'role': Value('string',)}})\nds = load_dataset(..., features=features)\n```",
"Thanks! It works if I ... | 2025-03-13T08:14:49Z | 2025-03-17T07:27:48Z | 2025-03-17T07:27:46Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
Cannot load samples with optional fields from different files. The schema cannot be correctly derived.
### Steps to reproduce the bug
When I place two samples with an optional field `some_extra_field` within a single parquet file, it can be loaded via `load_dataset`.
```python
import pandas as ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6312 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6312/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6312/comments | https://api.github.com/repos/huggingface/datasets/issues/6312/events | https://github.com/huggingface/datasets/pull/6312 | 1,950,128,416 | PR_kwDODunzps5dKWDF | 6,312 | docs: resolving namespace conflict, refactored variable | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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... | 2023-10-18T16:10:59Z | 2023-10-19T16:31:59Z | 2023-10-19T16:23:07Z | CONTRIBUTOR | null | null | null | In docs of about_arrow.md, in the below example code
The variable name 'time' was being used in a way that could potentially lead to a namespace conflict with Python's built-in 'time' module. It is not a good conven... | {
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https://api.github.com/repos/huggingface/datasets/issues/5478 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5478/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5478/comments | https://api.github.com/repos/huggingface/datasets/issues/5478/events | https://github.com/huggingface/datasets/pull/5478 | 1,560,357,583 | PR_kwDODunzps5ItXQG | 5,478 | Tip for recomputing metadata | {
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"_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... | 2023-01-27T20:01:22Z | 2023-01-30T19:22:21Z | 2023-01-30T19:15:26Z | MEMBER | null | null | null | From this [feedback](https://discuss.huggingface.co/t/nonmatchingsplitssizeserror/30033) on the forum, thought I'd include a tip for recomputing the metadata numbers if it is your own dataset. | {
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https://api.github.com/repos/huggingface/datasets/issues/5290 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5290/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5290/comments | https://api.github.com/repos/huggingface/datasets/issues/5290/events | https://github.com/huggingface/datasets/pull/5290 | 1,462,716,766 | PR_kwDODunzps5DnQsS | 5,290 | fix error where reading breaks when batch missing an assigned column feature | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5290). All of your documentation changes will be reflected on that endpoint."
] | 2022-11-24T03:53:46Z | 2022-11-25T03:21:54Z | null | CONTRIBUTOR | null | null | null | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6918 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6918/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6918/comments | https://api.github.com/repos/huggingface/datasets/issues/6918/events | https://github.com/huggingface/datasets/issues/6918 | 2,315,322,738 | I_kwDODunzps6KAQVy | 6,918 | NonMatchingSplitsSizesError when using data_dir | {
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"Thanks for reporting, @srehaag.\r\n\r\nWe are investigating this issue.",
"I confirm there is a bug for data-based Hub datasets when the user passes `data_dir`, which was introduced by PR:\r\n- #6714"
] | 2024-05-24T12:43:39Z | 2024-05-31T17:10:38Z | 2024-05-31T17:10:38Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
Loading a dataset from with a data_dir argument generates a NonMatchingSplitsSizesError if there are multiple directories in the dataset.
This appears to happen because the expected split is calculated based on the data in all the directories whereas the recorded split is calculated based on t... | {
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https://api.github.com/repos/huggingface/datasets/issues/4984 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4984/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4984/comments | https://api.github.com/repos/huggingface/datasets/issues/4984/events | https://github.com/huggingface/datasets/pull/4984 | 1,375,690,330 | PR_kwDODunzps4_FhTm | 4,984 | docs: ✏️ add links to the Datasets API | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"OK, thanks @lhoestq. I'll close this PR, and come back to it with @stevhliu once we work on https://github.com/huggingface/datasets-server/issues/568"
] | 2022-09-16T09:34:12Z | 2022-09-16T13:10:14Z | 2022-09-16T13:07:33Z | COLLABORATOR | null | null | null | I added some links to the Datasets API in the docs. See https://github.com/huggingface/datasets-server/pull/566 for a companion PR in the datasets-server. The idea is to improve the discovery of the API through the docs.
I'm a bit shy about pasting a lot of links to the API in the docs, so it's minimal for now. I'm ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6489 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6489/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6489/comments | https://api.github.com/repos/huggingface/datasets/issues/6489/events | https://github.com/huggingface/datasets/issues/6489 | 2,036,743,777 | I_kwDODunzps55Zj5h | 6,489 | load_dataset imageflder for aws s3 path | {
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"completed": 0,
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} | ### Feature request
I would like to load a dataset from S3 using the imagefolder option
something like
`dataset = datasets.load_dataset('imagefolder', data_dir='s3://.../lsun/train/bedroom', fs=S3FileSystem(), streaming=True) `
### Motivation
no need of data_files
### Your contribution
no experience... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5820 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5820/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5820/comments | https://api.github.com/repos/huggingface/datasets/issues/5820/events | https://github.com/huggingface/datasets/issues/5820 | 1,695,892,811 | I_kwDODunzps5lFUVL | 5,820 | Incomplete docstring for `BuilderConfig` | {
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"Thanks for reporting! You are more than welcome to improve `BuilderConfig`'s docstring.\r\n\r\nThis class serves an identical purpose as `tensorflow_datasets`'s `BuilderConfig`, and its docstring is [here](https://github.com/tensorflow/datasets/blob/a95e38b5bb018312c3d3720619c2a8ef83ebf57f/tensorflow_datasets/core... | 2023-05-04T12:14:34Z | 2023-05-05T12:31:56Z | 2023-05-05T12:31:56Z | CONTRIBUTOR | null | null | {
"completed": 0,
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} | Hi guys !
I stumbled upon this docstring while working on a project.
Some of the attributes have missing descriptions.
https://github.com/huggingface/datasets/blob/bc5fef5b6d91f009e4101684adcb374df2c170f6/src/datasets/builder.py#L104-L117 | {
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https://api.github.com/repos/huggingface/datasets/issues/7133 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7133/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7133/comments | https://api.github.com/repos/huggingface/datasets/issues/7133/events | https://github.com/huggingface/datasets/pull/7133 | 2,496,474,495 | PR_kwDODunzps557zng | 7,133 | remove filecheck to enable symlinks | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7133). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"The CI is failing, looks like it breaks imagefolder loading.\r\n\r\nI just checked fssp... | 2024-08-30T07:36:56Z | 2024-12-24T14:25:22Z | 2024-12-24T14:25:22Z | CONTRIBUTOR | null | null | null | Enables streaming from local symlinks #7083
@lhoestq | {
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https://api.github.com/repos/huggingface/datasets/issues/5424 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5424/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5424/comments | https://api.github.com/repos/huggingface/datasets/issues/5424/events | https://github.com/huggingface/datasets/issues/5424 | 1,534,394,756 | I_kwDODunzps5bdQGE | 5,424 | When applying `ReadInstruction` to custom load it's not DatasetDict but list of Dataset? | {
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"Hi! You can get a `DatasetDict` if you pass a dictionary with read instructions as follows:\r\n```python\r\ninstructions = [\r\n ReadInstruction(split_name=\"train\", from_=0, to=10, unit='%', rounding='closest'),\r\n ReadInstruction(split_name=\"dev\", from_=0, to=10, unit='%', rounding='closest'),\r\n R... | 2023-01-16T06:54:28Z | 2023-02-24T16:19:00Z | 2023-02-24T16:19:00Z | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
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} | ### Describe the bug
I am loading datasets from custom `tsv` files stored locally and applying split instructions for each split. Although the ReadInstruction is being applied correctly and I was expecting it to be `DatasetDict` but instead it is a list of `Dataset`.
### Steps to reproduce the bug
Steps to reproduc... | {
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https://api.github.com/repos/huggingface/datasets/issues/6565 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6565/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6565/comments | https://api.github.com/repos/huggingface/datasets/issues/6565/events | https://github.com/huggingface/datasets/issues/6565 | 2,068,939,670 | I_kwDODunzps57UYOW | 6,565 | `drop_last_batch=True` for IterableDataset map function is ignored with multiprocessing DataLoader | {
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"My current workaround this issue is to return `None` in the second element and then filter out samples which have `None` in them.\r\n\r\n```python\r\ndef merge_samples(batch):\r\n if len(batch['a']) == 1:\r\n batch['c'] = [batch['a'][0]]\r\n batch['d'] = [None]\r\n else:\r\n batch['c'] ... | 2024-01-07T02:46:50Z | 2025-03-08T09:46:05Z | 2024-01-11T16:10:31Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
Scenario:
- Interleaving two iterable datasets of unequal lengths (`all_exhausted`), followed by a batch mapping with batch size 2 to effectively merge the two datasets and get a sample from each dataset in a single batch, with `drop_last_batch=True` to skip the last batch in case it doesn't ha... | {
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https://api.github.com/repos/huggingface/datasets/issues/5772 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5772/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5772/comments | https://api.github.com/repos/huggingface/datasets/issues/5772/events | https://github.com/huggingface/datasets/pull/5772 | 1,675,033,510 | PR_kwDODunzps5OreXV | 5,772 | Fix JSON builder when missing keys in first row | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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... | 2023-04-19T14:32:57Z | 2023-04-21T06:45:13Z | 2023-04-21T06:35:27Z | MEMBER | null | null | null | Until now, the JSON builder only considered the keys present in the first element of the list:
- Either explicitly: by passing index 0 in `dataset[0].keys()`
- Or implicitly: `pa.Table.from_pylist(dataset)`, where "schema (default None): If not passed, will be inferred from the first row of the mapping values"
Thi... | {
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https://api.github.com/repos/huggingface/datasets/issues/6641 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6641/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6641/comments | https://api.github.com/repos/huggingface/datasets/issues/6641/events | https://github.com/huggingface/datasets/issues/6641 | 2,116,963,132 | I_kwDODunzps5-Lks8 | 6,641 | unicodedecodeerror: 'utf-8' codec can't decode byte 0xac in position 25: invalid start byte | {
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"Hi @Hughhuh. \r\n\r\nI have formatted the issue because it was not easily readable. Additionally, the environment info is incomplete: it seems you did not run the proposed CLI command `datasets-cli env` and essential information is missing: version of `datasets`, version of `pyarrow`,...\r\n\r\nWith the informatio... | 2024-02-04T08:49:31Z | 2024-02-06T09:26:07Z | 2024-02-06T09:11:45Z | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
"total": 0
} | ### Describe the bug
unicodedecodeerror: 'utf-8' codec can't decode byte 0xac in position 25: invalid start byte
### Steps to reproduce the bug
```
import sys
sys.getdefaultencoding()
'utf-8'
from datasets import load_dataset
print(f"Train dataset size: {len(dataset['train'])}")
print(f"Test datase... | {
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https://api.github.com/repos/huggingface/datasets/issues/5871 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5871/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5871/comments | https://api.github.com/repos/huggingface/datasets/issues/5871/events | https://github.com/huggingface/datasets/issues/5871 | 1,712,573,073 | I_kwDODunzps5mE8qR | 5,871 | data configuration hash suffix depends on uncanonicalized data_dir | {
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"It could even use `os.path.realpath` to resolve symlinks.",
"Indeed, it makes sense to normalize `data_dir`. Feel free to submit a PR (this can be \"fixed\" [here](https://github.com/huggingface/datasets/blob/89f775226321ba94e5bf4670a323c0fb44f5f65c/src/datasets/builder.py#L173))",
"#self-assign"
] | 2023-05-16T18:56:04Z | 2023-06-02T15:52:05Z | 2023-06-02T15:52:05Z | CONTRIBUTOR | null | null | {
"completed": 0,
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} | ### Describe the bug
I am working with the `recipe_nlg` dataset, which requires manual download. Once it's downloaded, I've noticed that the hash in the custom data configuration is different if I add a trailing `/` to my `data_dir`. It took me a while to notice that the hashes were different, and to understand that... | {
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https://api.github.com/repos/huggingface/datasets/issues/6263 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6263/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6263/comments | https://api.github.com/repos/huggingface/datasets/issues/6263/events | https://github.com/huggingface/datasets/issues/6263 | 1,914,951,043 | I_kwDODunzps5yI9WD | 6,263 | CI is broken: ImportError: cannot import name 'context' from 'tensorflow.python' | {
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} | Python 3.10 CI is broken for `test_py310`.
See: https://github.com/huggingface/datasets/actions/runs/6322990957/job/17169678812?pr=6262
```
FAILED tests/test_py_utils.py::TempSeedTest::test_tensorflow - ImportError: cannot import name 'context' from 'tensorflow.python' (/opt/hostedtoolcache/Python/3.10.13/x64/li... | {
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https://api.github.com/repos/huggingface/datasets/issues/4912 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4912/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4912/comments | https://api.github.com/repos/huggingface/datasets/issues/4912/events | https://github.com/huggingface/datasets/issues/4912 | 1,355,078,864 | I_kwDODunzps5QxNzQ | 4,912 | datasets map() handles all data at a stroke and takes long time | {
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"Hi ! Interesting question ;)\r\n\r\n> Which is better? Process in map() or in data-collator\r\n\r\nAs you said, both can be used in practice: map() if you want to preprocess before training, or a data-collator (or the equivalent `dataset.set_transform`) if you want to preprocess on-the-fly during training. Both op... | 2022-08-30T02:25:56Z | 2023-04-06T09:43:58Z | 2022-09-06T09:23:35Z | NONE | null | null | {
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} | **1. Background**
Huggingface datasets package advises using `map()` to process data in batches. In the example code on pretraining masked language model, they use `map()` to tokenize all data at a stroke before the train loop.
The corresponding code:
```
with accelerator.main_process_first():
tokenized_... | {
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https://api.github.com/repos/huggingface/datasets/issues/4834 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4834/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4834/comments | https://api.github.com/repos/huggingface/datasets/issues/4834/events | https://github.com/huggingface/datasets/pull/4834 | 1,336,993,511 | PR_kwDODunzps49FJOu | 4,834 | Fix documentation card of recipe_nlg dataset | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-08-12T09:49:39Z | 2022-08-12T11:28:18Z | 2022-08-12T11:13:40Z | MEMBER | null | null | null | Fix documentation card of recipe_nlg dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/7456 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7456/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7456/comments | https://api.github.com/repos/huggingface/datasets/issues/7456/events | https://github.com/huggingface/datasets/issues/7456 | 2,922,676,278 | I_kwDODunzps6uNIA2 | 7,456 | .add_faiss_index and .add_elasticsearch_index returns ImportError at Google Colab | {
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"I can fix this.\nIt's mainly because faiss-gpu requires python<=3.10 but the default python version in colab is 3.11. We just have to downgrade the CPython version down to 3.10 and it should work fine.\n",
"I think I just had no chance to meet with faiss-cpu.\nIt could be import problem? \n_has_faiss gets its va... | 2025-03-16T00:51:49Z | 2025-03-17T15:57:19Z | null | NONE | null | null | {
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} | ### Describe the bug
At Google Colab
```!pip install faiss-cpu``` works
```import faiss``` no error
but
```embeddings_dataset.add_faiss_index(column='embeddings')```
returns
```
[/usr/local/lib/python3.11/dist-packages/datasets/search.py](https://localhost:8080/#) in init(self, device, string_factory, metric_type, cus... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6344 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6344/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6344/comments | https://api.github.com/repos/huggingface/datasets/issues/6344/events | https://github.com/huggingface/datasets/pull/6344 | 1,957,412,169 | PR_kwDODunzps5diyd5 | 6,344 | set dev version | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6344). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... | 2023-10-23T15:13:28Z | 2023-10-23T15:24:31Z | 2023-10-23T15:13:38Z | MEMBER | null | null | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6872 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6872/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6872/comments | https://api.github.com/repos/huggingface/datasets/issues/6872/events | https://github.com/huggingface/datasets/pull/6872 | 2,280,438,432 | PR_kwDODunzps5unSPA | 6,872 | Release 2.19.1 | {
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https://api.github.com/repos/huggingface/datasets/issues/6401 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6401/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6401/comments | https://api.github.com/repos/huggingface/datasets/issues/6401/events | https://github.com/huggingface/datasets/issues/6401 | 1,988,710,061 | I_kwDODunzps52iU6t | 6,401 | dataset = load_dataset("Hyperspace-Technologies/scp-wiki-text") not working | {
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"Seems like it's a problem with the dataset, since in the [README](https://huggingface.co/datasets/Hyperspace-Technologies/scp-wiki-text/blob/main/README.md) the validation is not specified. Try cloning the dataset, removing the README (or validation split), and loading it locally/ ",
"@VarunNSrivastava thanks br... | 2023-11-11T04:09:07Z | 2023-11-20T17:45:20Z | 2023-11-20T17:45:20Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
```
(datasets) mruserbox@guru-X99:/media/10TB_HHD/_LLM_DATASETS$ python dataset.py
Downloading readme: 100%|███████████████████████████████████| 360/360 [00:00<00:00, 2.16MB/s]
Downloading data: 100%|█████████████████████████████████| 65.1M/65.1M [00:19<00:00, 3.38MB/s]
Downloading data: 100... | {
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https://api.github.com/repos/huggingface/datasets/issues/6369 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6369/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6369/comments | https://api.github.com/repos/huggingface/datasets/issues/6369/events | https://github.com/huggingface/datasets/issues/6369 | 1,971,794,108 | I_kwDODunzps51hzC8 | 6,369 | Multi process map did not load cache file correctly | {
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"The inconsistency may be caused by the usage of \"update_fingerprint\" and setting \"trust_remote_code\" to \"True.\"\r\nWhen the tokenizer employs \"trust_remote_code,\" the behavior of the map function varies with each code execution. Even if the remote code of the tokenizer remains the same, the result of \"ash... | 2023-11-01T06:36:54Z | 2023-11-30T16:04:46Z | 2023-11-30T16:04:45Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
When I was training model on Multiple GPUs by DDP, the dataset is tokenized multiple times after main process.
![1698820501568](https://github.com/huggingface/datasets/assets/142857... | {
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https://api.github.com/repos/huggingface/datasets/issues/5557 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5557/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5557/comments | https://api.github.com/repos/huggingface/datasets/issues/5557/events | https://github.com/huggingface/datasets/pull/5557 | 1,593,545,324 | PR_kwDODunzps5Kbube | 5,557 | Add filter desc | {
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"_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... | 2023-02-21T14:04:42Z | 2023-02-21T14:19:54Z | 2023-02-21T14:12:39Z | MEMBER | null | null | null | Otherwise it would show a `Map` progress bar, since it uses `map` under the hood | {
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https://api.github.com/repos/huggingface/datasets/issues/7088 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7088/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7088/comments | https://api.github.com/repos/huggingface/datasets/issues/7088/events | https://github.com/huggingface/datasets/issues/7088 | 2,447,383,940 | I_kwDODunzps6R4B2E | 7,088 | Disable warning when using with_format format on tensors | {
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] | open | false | null | [] | null | [] | 2024-08-05T00:45:50Z | 2024-08-05T00:45:50Z | null | NONE | null | null | {
"completed": 0,
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} | ### Feature request
If we write this code:
```python
"""Get data and define datasets."""
from enum import StrEnum
from datasets import load_dataset
from torch.utils.data import DataLoader
from torchvision import transforms
class Split(StrEnum):
"""Describes what type of split to use in the dataloa... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5726 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5726/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5726/comments | https://api.github.com/repos/huggingface/datasets/issues/5726/events | https://github.com/huggingface/datasets/issues/5726 | 1,660,944,807 | I_kwDODunzps5jAAGn | 5,726 | Fallback JSON Dataset loading does not load all values when features specified manually | {
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"Thanks for reporting, @myluki2000.\r\n\r\nI am working on a fix."
] | 2023-04-10T15:22:14Z | 2023-04-21T06:35:28Z | 2023-04-21T06:35:28Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
The fallback JSON dataset loader located here:
https://github.com/huggingface/datasets/blob/1c4ec00511868bd881e84a6f7e0333648d833b8e/src/datasets/packaged_modules/json/json.py#L130-L153
does not load the values of features correctly when features are specified manually and not all features... | {
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https://api.github.com/repos/huggingface/datasets/issues/7283 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7283/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7283/comments | https://api.github.com/repos/huggingface/datasets/issues/7283/events | https://github.com/huggingface/datasets/pull/7283 | 2,642,537,708 | PR_kwDODunzps6BQUgH | 7,283 | Allow for variation in metadata file names as per issue #7123 | {
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Resolves #7123. | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6517 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6517/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6517/comments | https://api.github.com/repos/huggingface/datasets/issues/6517/events | https://github.com/huggingface/datasets/issues/6517 | 2,050,121,588 | I_kwDODunzps56Ml90 | 6,517 | Bug get_metadata_patterns arg error | {
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metadata_patterns = get_metadata_patterns(base_path, download_config=self.download_config) | {
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https://api.github.com/repos/huggingface/datasets/issues/7509 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7509/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7509/comments | https://api.github.com/repos/huggingface/datasets/issues/7509/events | https://github.com/huggingface/datasets/issues/7509 | 2,991,484,542 | I_kwDODunzps6yTm5- | 7,509 | Dataset uses excessive memory when loading files | {
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"small update: I converted the jsons to parquet and it now works well with 32 proc and the same node. \nI still think this needs to be understood, since json is a very popular and easy-to-use format. ",
"Hi ! The JSON loader loads full files in memory, unless they are JSON Lines. In this case it iterates on the J... | 2025-04-13T21:09:49Z | 2025-04-26T15:33:13Z | null | NONE | null | null | {
"completed": 0,
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"total": 0
} | ### Describe the bug
Hi
I am having an issue when loading a dataset.
I have about 200 json files each about 1GB (total about 215GB). each row has a few features which are a list of ints.
I am trying to load the dataset using `load_dataset`.
The dataset is about 1.5M samples
I use `num_proc=32` and a node with 378GB of... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5057 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5057/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5057/comments | https://api.github.com/repos/huggingface/datasets/issues/5057/events | https://github.com/huggingface/datasets/pull/5057 | 1,394,827,216 | PR_kwDODunzps5AD4c6 | 5,057 | Support `converters` in `CsvBuilder` | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-10-03T14:23:21Z | 2022-10-04T11:19:28Z | 2022-10-04T11:17:32Z | COLLABORATOR | null | null | null | Add the `converters` param to `CsvBuilder`, to help in situations like [this one](https://discuss.huggingface.co/t/typeerror-in-load-dataset-related-to-a-sequence-of-strings/23545).
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https://api.github.com/repos/huggingface/datasets/issues/5916 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5916/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5916/comments | https://api.github.com/repos/huggingface/datasets/issues/5916/events | https://github.com/huggingface/datasets/pull/5916 | 1,732,456,392 | PR_kwDODunzps5RskTb | 5,916 | Unpin responses | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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... | 2023-05-30T14:59:48Z | 2023-05-30T18:03:10Z | 2023-05-30T17:53:29Z | COLLABORATOR | null | null | null | Fix #5906 | {
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https://api.github.com/repos/huggingface/datasets/issues/6694 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6694/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6694/comments | https://api.github.com/repos/huggingface/datasets/issues/6694/events | https://github.com/huggingface/datasets/pull/6694 | 2,153,086,984 | PR_kwDODunzps5n23Jz | 6,694 | __add__ for Dataset, IterableDataset | {
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"Hi! You can find a reason why we are against this feature in https://github.com/huggingface/datasets/issues/3449. \r\n\r\n> It's too cumbersome to write this command every time we perform a dataset merging operation\r\n\r\nExplicit is better than implicit, so this isn't a good enough reason. \r\n\r\nThanks for the... | 2024-02-26T01:46:55Z | 2024-02-29T16:52:58Z | null | NONE | null | null | null | It's too cumbersome to write this command every time we perform a dataset merging operation. ```pythonfrom datasets import concatenate_datasets``` We have added a simple `__add__` magic method to each class using `concatenate_datasets.`
```python
from datasets import load_dataset
bookcorpus = load_dataset("bookc... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6748 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6748/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6748/comments | https://api.github.com/repos/huggingface/datasets/issues/6748/events | https://github.com/huggingface/datasets/issues/6748 | 2,201,517,348 | I_kwDODunzps6DOH0k | 6,748 | 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 ... | 2024-03-22T01:49:13Z | 2024-03-22T16:43:57Z | null | NONE | null | null | {
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} | ### 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/7453 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7453/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7453/comments | https://api.github.com/repos/huggingface/datasets/issues/7453/events | https://github.com/huggingface/datasets/pull/7453 | 2,920,719,503 | PR_kwDODunzps6OsxR1 | 7,453 | release: 3.4.0 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7453). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
] | 2025-03-14T16:30:45Z | 2025-03-14T16:38:10Z | 2025-03-14T16:38:08Z | MEMBER | null | null | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6137 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6137/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6137/comments | https://api.github.com/repos/huggingface/datasets/issues/6137/events | https://github.com/huggingface/datasets/issues/6137 | 1,844,952,312 | I_kwDODunzps5t97z4 | 6,137 | (`from_spark()`) Unable to connect HDFS in pyspark YARN setting | {
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"gi... | [] | open | false | null | [] | null | [] | 2023-08-10T11:03:08Z | 2023-08-10T11:03:08Z | null | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
"total": 0
} | ### Describe the bug
related issue: https://github.com/apache/arrow/issues/37057#issue-1841013613
---
Hello. I'm trying to interact with HDFS storage from a driver and workers of pyspark YARN cluster. Precisely I'm using **huggingface's `datasets`** ([link](https://github.com/huggingface/datasets)) library tha... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4762 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4762/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4762/comments | https://api.github.com/repos/huggingface/datasets/issues/4762/events | https://github.com/huggingface/datasets/pull/4762 | 1,321,261,733 | PR_kwDODunzps48RE56 | 4,762 | Improve features resolution in streaming | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Just took your comment into account @mariosasko , let me know if it's good for you now :)"
] | 2022-07-28T17:28:11Z | 2022-09-09T17:17:39Z | 2022-09-09T17:15:30Z | MEMBER | null | null | null | `IterableDataset._resolve_features` was returning the features sorted alphabetically by column name, which is not consistent with non-streaming. I changed this and used the order of columns from the data themselves. It was causing some inconsistencies in the dataset viewer as well.
I also fixed `interleave_datasets`... | {
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https://api.github.com/repos/huggingface/datasets/issues/6702 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6702/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6702/comments | https://api.github.com/repos/huggingface/datasets/issues/6702/events | https://github.com/huggingface/datasets/issues/6702 | 2,161,938,484 | I_kwDODunzps6A3JA0 | 6,702 | Push samples to dataset on hub without having the dataset locally | {
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{
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"default": true,
"description": "New feature or request",
"id": 1935892871,
"name": "enhancement",
"node_id": "MDU6TGFiZWwxOTM1ODkyODcx",
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] | closed | false | null | [] | null | [
"Hi ! For now I would recommend creating a new Parquet file using `dataset_new.to_parquet()` and upload it to HF using `huggingface_hub` every time you get a new batch of data. You can name the Parquet files `0000.parquet`, `0001.parquet`, etc.\r\n\r\nThough maybe make sure to not upload one file per sample since t... | 2024-02-29T19:17:12Z | 2024-03-08T21:08:38Z | 2024-03-08T21:08:38Z | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
"total": 0
} | ### Feature request
Say I have the following code:
```
from datasets import Dataset
import pandas as pd
new_data = {
"column_1": ["value1", "value2"],
"column_2": ["value3", "value4"],
}
df_new = pd.DataFrame(new_data)
dataset_new = Dataset.from_pandas(df_new)
# add these samples to a remote datase... | {
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https://api.github.com/repos/huggingface/datasets/issues/5821 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5821/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5821/comments | https://api.github.com/repos/huggingface/datasets/issues/5821/events | https://github.com/huggingface/datasets/pull/5821 | 1,696,400,343 | PR_kwDODunzps5PzHLU | 5,821 | IterableDataset Arrow formatting | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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... | 2023-05-04T17:23:43Z | 2023-05-31T09:43:26Z | 2023-05-31T09:36:18Z | MEMBER | null | null | null | Adding an optional `.iter_arrow` to examples iterable. This allows to use Arrow formatting in map/filter.
This will also be useful for torch formatting, since we can reuse the TorchFormatter that converts Arrow data to torch tensors
Related to https://github.com/huggingface/datasets/issues/5793 and https://github... | {
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https://api.github.com/repos/huggingface/datasets/issues/5364 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5364/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5364/comments | https://api.github.com/repos/huggingface/datasets/issues/5364/events | https://github.com/huggingface/datasets/pull/5364 | 1,498,360,628 | PR_kwDODunzps5Fiss1 | 5,364 | Support for writing arrow files directly with BeamWriter | {
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"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... | 2022-12-15T12:38:05Z | 2024-01-11T14:52:33Z | 2024-01-11T14:45:15Z | COLLABORATOR | null | null | null | 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. | {
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https://api.github.com/repos/huggingface/datasets/issues/7291 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7291/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7291/comments | https://api.github.com/repos/huggingface/datasets/issues/7291/events | https://github.com/huggingface/datasets/issues/7291 | 2,662,244,643 | I_kwDODunzps6erqEj | 7,291 | Why return_tensors='pt' doesn't work？ | {
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"Hi ! `datasets` uses Arrow as storage backend which is agnostic to deep learning frameworks like torch. If you want to get torch tensors back, you need to do `dataset = dataset.with_format(\"torch\")`",
"> Hi ! `datasets` uses Arrow as storage backend which is agnostic to deep learning frameworks like torch. If ... | 2024-11-15T15:01:23Z | 2024-11-18T13:47:08Z | null | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
"total": 0
} | ### Describe the bug
I tried to add input_ids to dataset with map(), and I used the return_tensors='pt', but why I got the callback with the type of List？
### Steps to reproduce the bug
![image](https://github.com/user-attac... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6157 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6157/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6157/comments | https://api.github.com/repos/huggingface/datasets/issues/6157/events | https://github.com/huggingface/datasets/issues/6157 | 1,855,265,663 | I_kwDODunzps5ulRt_ | 6,157 | DatasetInfo.__init__() got an unexpected keyword argument '_column_requires_decoding' | {
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"Thanks for reporting, but we can only fix this issue if you can provide a reproducer that consistently reproduces it.",
"@mariosasko Ok. What exactly does it mean to provide a reproducer",
"To provide a code that reproduces the issue :)",
"@mariosasko I complete the above code, is it enough?",
"@mariosasko... | 2023-08-17T15:48:11Z | 2023-09-27T17:36:14Z | 2023-09-27T17:36:14Z | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
"total": 0
} | ### Describe the bug
When I was in load_dataset, it said "DatasetInfo.__init__() got an unexpected keyword argument '_column_requires_decoding'". The second time I ran it, there was no error and the dataset object worked
```python
---------------------------------------------------------------------------
TypeErr... | {
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https://api.github.com/repos/huggingface/datasets/issues/6596 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6596/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6596/comments | https://api.github.com/repos/huggingface/datasets/issues/6596/events | https://github.com/huggingface/datasets/pull/6596 | 2,083,108,156 | PR_kwDODunzps5kJceH | 6,596 | Drop redundant None guard. | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6596). 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>... | 2024-01-16T06:31:54Z | 2024-01-16T17:16:16Z | 2024-01-16T17:05:52Z | CONTRIBUTOR | null | null | null | `xxx if xxx is not None else None` is no-op. | {
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https://api.github.com/repos/huggingface/datasets/issues/7521 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7521/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7521/comments | https://api.github.com/repos/huggingface/datasets/issues/7521/events | https://github.com/huggingface/datasets/pull/7521 | 2,997,666,366 | PR_kwDODunzps6SvEZp | 7,521 | fix: Image Feature in Datasets Library Fails to Handle bytearray Objects from Spark DataFrames (#7517) | {
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"@lhoestq let me know if you prefer to change the spark iterator so it outputs `bytes`"
] | 2025-04-15T21:23:58Z | 2025-04-16T06:57:22Z | null | NONE | null | null | null | ## Task
Support bytes-like objects (bytes and bytearray) in Features classes
### Description
The `Features` classes only accept `bytes` objects for binary data, but not `bytearray`. This leads to errors when using `IterableDataset.from_spark()` with Spark DataFrames as they contain `bytearray` objects, even though... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/7464 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7464/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7464/comments | https://api.github.com/repos/huggingface/datasets/issues/7464/events | https://github.com/huggingface/datasets/pull/7464 | 2,926,478,838 | PR_kwDODunzps6PABJa | 7,464 | Minor fix for metadata files in extension counter | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7464). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
] | 2025-03-17T21:57:11Z | 2025-03-18T15:21:43Z | 2025-03-18T15:21:41Z | MEMBER | null | null | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6728 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6728/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6728/comments | https://api.github.com/repos/huggingface/datasets/issues/6728/events | https://github.com/huggingface/datasets/issues/6728 | 2,178,607,012 | I_kwDODunzps6B2uek | 6,728 | Issue Downloading Certain Datasets After Setting Custom `HF_ENDPOINT` | {
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"Through debugging, I found a potential solution is to modify the code in the error handling module of `huggingface_hub`: https://github.com/huggingface/huggingface_hub/commit/56d6c798c44e83d2a3167e74c022737d8fcbe822 ",
"@Wauplin ",
"Thanks for investigating and reporting the bug @padeoe! I've opened a PR in `h... | 2024-03-11T09:06:38Z | 2024-03-15T14:52:07Z | 2024-03-15T14:52:07Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
This bug is triggered under the following conditions:
- datasets repo ids without organization names trigger errors, such as `bookcorpus`, `gsm8k`, `wikipedia`, rather than in the form of `A/B`.
- If `HF_ENDPOINT` is set and the hostname is not in the form of `(hub-ci.)?huggingface.co`.
- T... | {
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https://api.github.com/repos/huggingface/datasets/issues/5029 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5029/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5029/comments | https://api.github.com/repos/huggingface/datasets/issues/5029/events | https://github.com/huggingface/datasets/pull/5029 | 1,387,600,960 | PR_kwDODunzps4_r8-j | 5,029 | Fix import in `ClassLabel` docstring example | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-09-27T11:35:29Z | 2022-09-27T14:03:24Z | 2022-09-27T12:27:50Z | MEMBER | null | null | null | This PR addresses a super-simple fix: adding a missing `import` to the `ClassLabel` docstring example, as it was formatted as `from datasets Features`, so it's been fixed to `from datasets import Features`. | {
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https://api.github.com/repos/huggingface/datasets/issues/7317 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7317/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7317/comments | https://api.github.com/repos/huggingface/datasets/issues/7317/events | https://github.com/huggingface/datasets/pull/7317 | 2,730,661,237 | PR_kwDODunzps6EvC5Q | 7,317 | Release: 3.2.0 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7317). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
] | 2024-12-10T16:53:20Z | 2024-12-10T16:56:58Z | 2024-12-10T16:56:56Z | MEMBER | null | null | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5936 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5936/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5936/comments | https://api.github.com/repos/huggingface/datasets/issues/5936/events | https://github.com/huggingface/datasets/issues/5936 | 1,748,424,388 | I_kwDODunzps5oNtbE | 5,936 | Sequence of array not supported for most dtype | {
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"Related, `float16` is the only dtype not supported by `Array2D` (probably by every `ArrayND`):\r\n\r\n```python\r\nfrom datasets import Array2D, Features, Dataset\r\n\r\nimport numpy as np\r\n\r\nfor dtype in [\r\n \"bool\", # ok\r\n \"int8\", # ok\r\n \"int16\", # ok\r\n \"int32\", # ok\r\n \"i... | 2023-06-08T18:18:07Z | 2023-06-14T15:03:34Z | 2023-06-14T15:03:34Z | MEMBER | null | null | {
"completed": 0,
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} | ### Describe the bug
Create a dataset composed of sequence of array fails for most dtypes (see code below).
### Steps to reproduce the bug
```python
from datasets import Sequence, Array2D, Features, Dataset
import numpy as np
for dtype in [
"bool", # ok
"int8", # failed
"int16", # failed
... | {
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https://api.github.com/repos/huggingface/datasets/issues/5272 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5272/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5272/comments | https://api.github.com/repos/huggingface/datasets/issues/5272/events | https://github.com/huggingface/datasets/issues/5272 | 1,456,940,021 | I_kwDODunzps5W1yP1 | 5,272 | Use pyarrow Tensor dtype | {
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"Hi ! We're using the Arrow format for the datasets, and PyArrow tensors are not part of the Arrow format AFAIK:\r\n\r\n> There is no direct support in the arrow columnar format to store Tensors as column values.\r\n\r\nsource: https://github.com/apache/arrow/issues/4802#issuecomment-508494694",
"@wesm @rok its b... | 2022-11-20T15:18:41Z | 2024-11-11T03:03:17Z | null | NONE | null | null | {
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} | ### Feature request
I was going the discussion of converting tensors to lists.
Is there a way to leverage pyarrow's Tensors for nested arrays / embeddings?
For example:
```python
import pyarrow as pa
import numpy as np
x = np.array([[2, 2, 4], [4, 5, 100]], np.int32)
pa.Tensor.from_numpy(x, dim_names=["dim1... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/7273 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7273/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7273/comments | https://api.github.com/repos/huggingface/datasets/issues/7273/events | https://github.com/huggingface/datasets/pull/7273 | 2,628,896,492 | PR_kwDODunzps6An6n8 | 7,273 | Raise error for incorrect JSON serialization | {
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"PTAL @lhoestq @albertvillanova ",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7273). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
] | 2024-11-01T11:54:35Z | 2024-11-18T11:25:01Z | 2024-11-18T11:25:01Z | CONTRIBUTOR | null | null | null | Raise error when `lines = False` and `batch_size < Dataset.num_rows` in `Dataset.to_json()`.
Issue: #7037
Related PRs:
#7039 #7181 | {
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https://api.github.com/repos/huggingface/datasets/issues/7532 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7532/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7532/comments | https://api.github.com/repos/huggingface/datasets/issues/7532/events | https://github.com/huggingface/datasets/pull/7532 | 3,009,546,204 | PR_kwDODunzps6TW8Ss | 7,532 | Document the HF_DATASETS_CACHE environment variable in the datasets cache documentation | {
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This pull request updates the Datasets documentation to include the `HF_DATASETS_CACHE` environment variable. While the current documentation only mentions `HF_HOME` for overriding the default cache directory, `HF_DATASETS_CACHE` is also a supported and useful option for specifying a custom cache location for dataset... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6585 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6585/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6585/comments | https://api.github.com/repos/huggingface/datasets/issues/6585/events | https://github.com/huggingface/datasets/issues/6585 | 2,078,874,005 | I_kwDODunzps576RmV | 6,585 | losing DatasetInfo in Dataset.map when num_proc > 1 | {
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"Hi ! This issue comes from the fact that `map()` with `num_proc>1` shards the dataset in multiple chunks to be processed (one per process) and merges them. The DatasetInfos of each chunk are then merged together, but for some fields like `dataset_name` it's not been implemented and default to None.\r\n\r\nThe Data... | 2024-01-12T13:39:19Z | 2024-01-12T14:08:24Z | null | CONTRIBUTOR | null | null | {
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} | ### Describe the bug
Hello and thanks for developing this package!
When I process a Dataset with the map function using multiple processors some set attributes of the DatasetInfo get lost and are None in the resulting Dataset.
### Steps to reproduce the bug
```python
from datasets import Dataset, DatasetInfo... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5449 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5449/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5449/comments | https://api.github.com/repos/huggingface/datasets/issues/5449/events | https://github.com/huggingface/datasets/pull/5449 | 1,550,801,453 | PR_kwDODunzps5INgD9 | 5,449 | Support fsspec 2023.1.0 in CI | {
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"_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... | 2023-01-20T12:53:17Z | 2023-01-20T13:32:50Z | 2023-01-20T13:26:03Z | MEMBER | null | null | null | Support fsspec 2023.1.0 in CI.
In the 2023.1.0 fsspec release, they replaced the type of `fsspec.registry`:
- from `ReadOnlyRegistry`, with an attribute called `target`
- to `MappingProxyType`, without that attribute
Consequently, we need to change our `mock_fsspec` fixtures, that were using the `target` attrib... | {
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https://api.github.com/repos/huggingface/datasets/issues/6514 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6514/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6514/comments | https://api.github.com/repos/huggingface/datasets/issues/6514/events | https://github.com/huggingface/datasets/pull/6514 | 2,049,600,663 | PR_kwDODunzps5ia6Os | 6,514 | Cache backward compatibility with 2.15.0 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6514). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"it's hard to tell if this works as expected without a test but i guess it's not trivial... | 2023-12-19T23:52:25Z | 2023-12-21T21:14:11Z | 2023-12-21T21:07:55Z | MEMBER | null | null | null | ...for datasets without scripts
It takes into account the changes in cache from
- https://github.com/huggingface/datasets/pull/6493: switch to `config/version/commit_sha` schema
- https://github.com/huggingface/datasets/pull/6454: fix `DataFilesDict` keys ordering when hashing
requires https://github.com/huggin... | {
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https://api.github.com/repos/huggingface/datasets/issues/5185 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5185/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5185/comments | https://api.github.com/repos/huggingface/datasets/issues/5185/events | https://github.com/huggingface/datasets/issues/5185 | 1,432,021,611 | I_kwDODunzps5VWupr | 5,185 | Allow passing a subset of output features to Dataset.map | {
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"completed": 0,
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} | ### Feature request
Currently, map does one of two things to the features (if I'm not mistaken):
* when you do not pass features, types are assumed to be equal to the input if they can be cast, and inferred otherwise
* when you pass a full specification of features, output features are set to this
However, so... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/7017 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7017/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7017/comments | https://api.github.com/repos/huggingface/datasets/issues/7017/events | https://github.com/huggingface/datasets/pull/7017 | 2,383,647,419 | PR_kwDODunzps50D3gi | 7,017 | Support fsspec 2024.6.1 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7017). 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>... | 2024-07-01T11:57:15Z | 2024-07-01T12:12:32Z | 2024-07-01T12:06:24Z | MEMBER | null | null | null | Support fsspec 2024.6.1. | {
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https://api.github.com/repos/huggingface/datasets/issues/6786 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6786/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6786/comments | https://api.github.com/repos/huggingface/datasets/issues/6786/events | https://github.com/huggingface/datasets/pull/6786 | 2,228,463,776 | PR_kwDODunzps5r3kWg | 6,786 | 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.... | 2024-04-05T17:00:46Z | 2024-10-01T09:09:14Z | null | CONTRIBUTOR | null | null | null | 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`. | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5243 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5243/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5243/comments | https://api.github.com/repos/huggingface/datasets/issues/5243/events | https://github.com/huggingface/datasets/issues/5243 | 1,449,523,962 | I_kwDODunzps5WZfr6 | 5,243 | Download only split data | {
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"Hi @capsabogdan! Unfortunately, it's hard to implement because quite often datasets data is being hosted in a single archive for all splits :( So we have to download the whole archive to split it into splits. This is the case for CommonVoice too. \r\n\r\nHowever, for cases when data is distributed in separate arch... | 2022-11-15T10:15:54Z | 2025-02-25T14:47:03Z | null | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
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} | ### Feature request
Is it possible to download only the data that I am requesting and not the entire dataset? I run out of disk spaceas it seems to download the entire dataset, instead of only the part needed.
common_voice["test"] = load_dataset("mozilla-foundation/common_voice_11_0", "en", split="test",
... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/7086 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7086/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7086/comments | https://api.github.com/repos/huggingface/datasets/issues/7086/events | https://github.com/huggingface/datasets/issues/7086 | 2,445,516,829 | I_kwDODunzps6Rw6Ad | 7,086 | load_dataset ignores cached datasets and tries to hit HF Hub, resulting in API rate limit errors | {
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"completed": 0,
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} | ### Describe the bug
I have been running lm-eval-harness a lot which has results in an API rate limit. This seems strange, since all of the data should be cached locally. I have in fact verified this.
### Steps to reproduce the bug
1. Be Me
2. Run `load_dataset("TAUR-Lab/MuSR")`
3. Hit rate limit error
4. Dataset... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6403 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6403/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6403/comments | https://api.github.com/repos/huggingface/datasets/issues/6403/events | https://github.com/huggingface/datasets/issues/6403 | 1,990,098,817 | I_kwDODunzps52nn-B | 6,403 | Cannot import datasets on google colab (python 3.10.12) | {
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"You are most likely using an outdated version of `datasets` in the notebook, which can be verified with the `!datasets-cli env` command. You can run `!pip install -U datasets` to update the installation.",
"okay, it works! thank you so much! 😄 "
] | 2023-11-13T08:14:43Z | 2023-11-16T05:04:22Z | 2023-11-16T05:04:21Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
I'm trying A full colab demo notebook of zero-shot-distillation from https://github.com/huggingface/transformers/tree/main/examples/research_projects/zero-shot-distillation but i got this type of error when importing datasets on my google colab (python version is 3.10.12)
![image](https://gith... | {
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https://api.github.com/repos/huggingface/datasets/issues/5081 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5081/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5081/comments | https://api.github.com/repos/huggingface/datasets/issues/5081/events | https://github.com/huggingface/datasets/issues/5081 | 1,399,340,050 | I_kwDODunzps5TaDwS | 5,081 | Bug loading `sentence-transformers/parallel-sentences` | {
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"tagging @nreimers ",
"The dataset is sadly not really compatible to be loaded with `load_dataset`. So far it is better to git clone it and to use the files directly.\r\n\r\nA data loading script would be needed to be added to this dataset. But this was too much overhead / not really intuitive how to create it.",... | 2022-10-06T10:47:51Z | 2022-10-11T10:00:48Z | null | CONTRIBUTOR | null | null | {
"completed": 0,
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} | ## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("sentence-transformers/parallel-sentences")
```
raises this:
```
/home/phmay/miniconda3/envs/paraphrase-mining/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py:697: FutureWarning: the '... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6340 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6340/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6340/comments | https://api.github.com/repos/huggingface/datasets/issues/6340/events | https://github.com/huggingface/datasets/pull/6340 | 1,956,917,893 | PR_kwDODunzps5dhGpW | 6,340 | Release 2.14.5 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6340). All of your documentation changes will be reflected on that endpoint."
] | 2023-10-23T11:10:22Z | 2023-10-23T14:20:46Z | 2023-10-23T11:12:40Z | MEMBER | null | null | null | (wrong release number - I was continuing the 2.14 branch but 2.14.5 was released from `main`) | {
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https://api.github.com/repos/huggingface/datasets/issues/7104 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7104/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7104/comments | https://api.github.com/repos/huggingface/datasets/issues/7104/events | https://github.com/huggingface/datasets/pull/7104 | 2,467,788,212 | PR_kwDODunzps54dAhE | 7,104 | remove more script docs | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7104). 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>... | 2024-08-15T10:13:26Z | 2024-08-15T10:24:13Z | 2024-08-15T10:18:25Z | MEMBER | null | null | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6125 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6125/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6125/comments | https://api.github.com/repos/huggingface/datasets/issues/6125/events | https://github.com/huggingface/datasets/issues/6125 | 1,837,980,986 | I_kwDODunzps5tjV06 | 6,125 | Reinforcement Learning and Robotics are not task categories in HF datasets metadata | {
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"completed": 0,
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} | ### Describe the bug
In https://huggingface.co/models there are task categories for RL and robotics but none in https://huggingface.co/datasets
Our lab is currently moving our datasets over to hugging face and would like to be able to add those 2 tags
Moreover we see some older datasets that do have that tag, bu... | {
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https://api.github.com/repos/huggingface/datasets/issues/6684 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6684/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6684/comments | https://api.github.com/repos/huggingface/datasets/issues/6684/events | https://github.com/huggingface/datasets/pull/6684 | 2,144,092,388 | PR_kwDODunzps5nYUIf | 6,684 | Improve error message for gated datasets on load | {
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"Thank you ! Should we also add the link to the dataset page ?",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6684). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"> Thank you ! Should... | 2024-02-20T10:51:27Z | 2024-02-20T15:40:52Z | 2024-02-20T15:33:56Z | MEMBER | null | null | null | Internal Slack discussion: https://huggingface.slack.com/archives/C02V51Q3800/p1708424971135029 | {
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https://api.github.com/repos/huggingface/datasets/issues/6662 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6662/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6662/comments | https://api.github.com/repos/huggingface/datasets/issues/6662/events | https://github.com/huggingface/datasets/pull/6662 | 2,132,425,812 | PR_kwDODunzps5mwgKP | 6,662 | fix: show correct package name to install biopython | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6662). 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>... | 2024-02-13T14:15:04Z | 2024-03-01T17:49:48Z | 2024-03-01T17:43:39Z | CONTRIBUTOR | null | null | null | When you try to download a dataset that uses [biopython](https://github.com/biopython/biopython), like `load_dataset("InstaDeepAI/multi_species_genomes")`, you get the error:
```
>>> from datasets import load_dataset
>>> dataset = load_dataset("InstaDeepAI/multi_species_genomes")
/home/j.vangoey/.pyenv/versions/m... | {
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https://api.github.com/repos/huggingface/datasets/issues/6696 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6696/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6696/comments | https://api.github.com/repos/huggingface/datasets/issues/6696/events | https://github.com/huggingface/datasets/pull/6696 | 2,154,161,357 | PR_kwDODunzps5n6ipH | 6,696 | Make JSON builder support an array of strings | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6696). 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>... | 2024-02-26T13:18:31Z | 2024-02-28T06:45:23Z | 2024-02-28T06:39:12Z | MEMBER | null | null | null | Support JSON file with an array of strings.
Fix #6695. | {
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https://api.github.com/repos/huggingface/datasets/issues/6535 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6535/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6535/comments | https://api.github.com/repos/huggingface/datasets/issues/6535/events | https://github.com/huggingface/datasets/issues/6535 | 2,056,264,339 | I_kwDODunzps56kBqT | 6,535 | IndexError: Invalid key: 47682 is out of bounds for size 0 while using PEFT | {
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"@sabman @pvl @kashif @vigsterkr ",
"This is surely the same issue as https://discuss.huggingface.co/t/indexerror-invalid-key-16-is-out-of-bounds-for-size-0/14298/25 that comes from the `transformers` `Trainer`. You should add `remove_unused_columns=False` to `TrainingArguments`\r\n\r\nAlso check your logs: the `... | 2023-12-26T10:14:33Z | 2024-02-05T08:42:31Z | null | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
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} | ### Describe the bug
I am trying to fine-tune the t5 model on the paraphrasing task. While running the same code without-
model = get_peft_model(model, config)
the model trains without any issues. However, using the model returned from get_peft_model raises the following error due to datasets-
IndexError: Inv... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/7135 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7135/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7135/comments | https://api.github.com/repos/huggingface/datasets/issues/7135/events | https://github.com/huggingface/datasets/issues/7135 | 2,503,318,328 | I_kwDODunzps6VNZs4 | 7,135 | Bug: Type Mismatch in Dataset Mapping | {
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"By the way, following code is working. This show the inconsistentcy.\r\n```python\r\nfrom datasets import Dataset\r\n\r\n# Original data\r\ndata = {\r\n 'text': ['Hello', 'world', 'this', 'is', 'a', 'test'],\r\n 'label': [0, 1, 0, 1, 1, 0]\r\n}\r\n\r\n# Creating a Dataset object\r\ndataset = Dataset.from_dic... | 2024-09-03T16:37:01Z | 2024-09-05T14:09:05Z | null | NONE | null | null | {
"completed": 0,
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} | # Issue: Type Mismatch in Dataset Mapping
## Description
There is an issue with the `map` function in the `datasets` library where the mapped output does not reflect the expected type change. After applying a mapping function to convert an integer label to a string, the resulting type remains an integer instead of ... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5392 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5392/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5392/comments | https://api.github.com/repos/huggingface/datasets/issues/5392/events | https://github.com/huggingface/datasets/pull/5392 | 1,512,712,529 | PR_kwDODunzps5GS2DF | 5,392 | Fix Colab notebook link | {
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"_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... | 2022-12-28T11:44:53Z | 2023-01-03T15:36:14Z | 2023-01-03T15:27:31Z | MEMBER | null | null | null | Fix notebook link to open in Colab. | {
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https://api.github.com/repos/huggingface/datasets/issues/4877 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4877/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4877/comments | https://api.github.com/repos/huggingface/datasets/issues/4877/events | https://github.com/huggingface/datasets/pull/4877 | 1,348,246,755 | PR_kwDODunzps49qF-w | 4,877 | Fix documentation card of covid_qa_castorini dataset | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4877). All of your documentation changes will be reflected on that endpoint."
] | 2022-08-23T16:52:33Z | 2022-08-23T18:05:01Z | 2022-08-23T18:05:00Z | MEMBER | null | null | null | Fix documentation card of covid_qa_castorini dataset. | {
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https://api.github.com/repos/huggingface/datasets/issues/7499 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7499/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7499/comments | https://api.github.com/repos/huggingface/datasets/issues/7499/events | https://github.com/huggingface/datasets/pull/7499 | 2,973,489,126 | PR_kwDODunzps6Rd4Zp | 7,499 | Added cache dirs to load and file_utils | {
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"hi ! the `hf_hub_download` cache_dir is a different cache directory than the one for `datasets`.\r\n\r\n`hf_hub_download` uses the `huggingface_hub` cache which is located in by default in `~/.cache/huggingface/hub`, while `datasets` uses a different cache for Arrow files and map() results `~/.cache/huggingface/da... | 2025-04-04T22:36:04Z | 2025-04-15T13:19:15Z | null | NONE | null | null | null | When adding "cache_dir" to datasets.load_dataset, the cache_dir gets lost in the function calls, changing the cache dir to the default path. This fixes a few of these instances. | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5540 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5540/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5540/comments | https://api.github.com/repos/huggingface/datasets/issues/5540/events | https://github.com/huggingface/datasets/pull/5540 | 1,588,438,344 | PR_kwDODunzps5KK5qz | 5,540 | Tutorial for creating a dataset | {
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"_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... | 2023-02-16T22:09:35Z | 2023-02-17T18:50:46Z | 2023-02-17T18:41:28Z | MEMBER | null | null | null | A tutorial for creating datasets based on the folder-based builders and `from_dict` and `from_generator` methods. I've also mentioned loading scripts as a next step, but I think we should keep the tutorial focused on the low-code methods. Let me know what you think! 🙂 | {
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https://api.github.com/repos/huggingface/datasets/issues/4855 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4855/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4855/comments | https://api.github.com/repos/huggingface/datasets/issues/4855/events | https://github.com/huggingface/datasets/issues/4855 | 1,339,699,975 | I_kwDODunzps5P2jMH | 4,855 | Dataset Viewer issue for super_glue | {
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"Thanks for reporting @wzsxxa.\r\n\r\nHowever the \"super_glue\" dataset is rendered properly by the Dataset preview: https://huggingface.co/datasets/super_glue"
] | 2022-08-16T01:34:56Z | 2022-08-22T10:08:01Z | 2022-08-22T10:07:45Z | NONE | null | null | {
"completed": 0,
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} | ### Link
https://huggingface.co/datasets/super_glue
### Description
can't view super_glue dataset on the web page
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/5432 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5432/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5432/comments | https://api.github.com/repos/huggingface/datasets/issues/5432/events | https://github.com/huggingface/datasets/pull/5432 | 1,535,893,019 | PR_kwDODunzps5HhEA8 | 5,432 | Fix CI benchmarks by temporarily pinning Docker image version | {
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"_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... | 2023-01-17T07:15:31Z | 2023-01-17T08:58:22Z | 2023-01-17T08:51:17Z | MEMBER | null | null | null | This PR fixes CI benchmarks, by temporarily pinning Docker image version, instead of "latest" tag.
It also updates deprecated `cml-send-comment` command and using `cml comment create` instead.
Fix #5431. | {
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https://api.github.com/repos/huggingface/datasets/issues/6738 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6738/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6738/comments | https://api.github.com/repos/huggingface/datasets/issues/6738/events | https://github.com/huggingface/datasets/issues/6738 | 2,192,386,536 | I_kwDODunzps6CrSno | 6,738 | 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!"
] | 2024-03-18T14:31:47Z | 2024-03-20T10:24:15Z | 2024-03-19T20:05:20Z | CONTRIBUTOR | null | null | {
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} | 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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https://api.github.com/repos/huggingface/datasets/issues/7276 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7276/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7276/comments | https://api.github.com/repos/huggingface/datasets/issues/7276/events | https://github.com/huggingface/datasets/issues/7276 | 2,631,917,431 | I_kwDODunzps6c3993 | 7,276 | Accessing audio dataset value throws Format not recognised error | {
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"Hi ! can you try if this works ?\r\n\r\n```python\r\nimport soundfile as sf\r\n\r\nwith open('C:\\\\Users\\\\Nawaz-Server\\\\.cache\\\\huggingface\\\\hub\\\\datasets--fawazahmed0--bug-audio\\\\snapshots\\\\fab1398431fed1c0a2a7bff0945465bab8b5daef\\\\data\\\\Ghamadi\\\\037136.mp3', 'rb') as f:\r\n print(sf.read(... | 2024-11-04T05:59:13Z | 2024-11-09T18:51:52Z | null | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
"total": 0
} | ### Describe the bug
Accessing audio dataset value throws `Format not recognised error`
### Steps to reproduce the bug
**code:**
```py
from datasets import load_dataset
dataset = load_dataset("fawazahmed0/bug-audio")
for data in dataset["train"]:
print(data)
```
**output:**
```bash
(mypy) ... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5908 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5908/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5908/comments | https://api.github.com/repos/huggingface/datasets/issues/5908/events | https://github.com/huggingface/datasets/issues/5908 | 1,728,653,935 | I_kwDODunzps5nCSpv | 5,908 | Unbearably slow sorting on big mapped datasets | {
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"Hi ! `shard` currently returns a slow dataset by default, with examples evenly distributed in the dataset.\r\n\r\nYou can get a fast dataset using `contiguous=True` (which should be the default imo):\r\n\r\n```python\r\ndataset = dataset.shard(10, 0, contiguous=True)\r\n```\r\n\r\nThis way you don't need to flatte... | 2023-05-27T11:08:32Z | 2023-06-13T17:45:10Z | null | CONTRIBUTOR | null | null | {
"completed": 0,
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} | ### Describe the bug
For me, with ~40k lines, sorting took 3.5 seconds on a flattened dataset (including the flatten operation) and 22.7 seconds on a mapped dataset (right after sharding), which is about x5 slowdown. Moreover, it seems like it slows down exponentially with bigger datasets (wasn't able to sort 700k lin... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5783 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5783/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5783/comments | https://api.github.com/repos/huggingface/datasets/issues/5783/events | https://github.com/huggingface/datasets/issues/5783 | 1,679,664,393 | I_kwDODunzps5kHaUJ | 5,783 | Offset overflow while doing regex on a text column | {
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"Hi! This looks like an Arrow bug, but it can be avoided by reducing the `writer_batch_size`.\r\n\r\n(`ds = ds.map(get_text_caption, writer_batch_size=100)` in Colab runs without issues)\r\n",
"@mariosasko I ran into this problem with load_dataset. What should I do",
"@AisingioroHao0 You can also pass the `wri... | 2023-04-22T19:12:03Z | 2023-09-22T06:44:07Z | null | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
`ArrowInvalid: offset overflow while concatenating arrays`
Same error as [here](https://github.com/huggingface/datasets/issues/615)
### Steps to reproduce the bug
Steps to reproduce: (dataset is a few GB big so try in colab maybe)
```
import datasets
import re
ds = datasets.lo... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6664 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6664/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6664/comments | https://api.github.com/repos/huggingface/datasets/issues/6664/events | https://github.com/huggingface/datasets/pull/6664 | 2,135,483,978 | PR_kwDODunzps5m67g0 | 6,664 | Revert the changes in `arrow_writer.py` from #6636 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6664). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"> Hi! We can't revert this as the \"reverted\" implementation has quadratic time comple... | 2024-02-15T01:47:33Z | 2024-02-16T14:02:39Z | 2024-02-16T02:31:11Z | CONTRIBUTOR | null | null | null | #6636 broke `write_examples_on_file` and `write_batch` from the class `ArrowWriter`. I'm undoing these changes. See #6663.
Note the current implementation doesn't keep the order of the columns and the schema, thus setting a wrong schema for each column. | {
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https://api.github.com/repos/huggingface/datasets/issues/5910 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5910/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5910/comments | https://api.github.com/repos/huggingface/datasets/issues/5910/events | https://github.com/huggingface/datasets/issues/5910 | 1,728,909,790 | I_kwDODunzps5nDRHe | 5,910 | Cannot use both set_format and set_transform | {
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"Currently, it's not possible to chain `set_format`/`set_transform` calls (plus, this is a breaking change if we decide to implement it), so I see two possible solutions:\r\n* using `set_format`/`set_transform` for the 1st transform and then passing the transformed example/batch to the 2nd transform\r\n* implementi... | 2023-05-27T19:22:23Z | 2023-07-09T21:40:54Z | 2023-06-16T14:41:24Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
I need to process some data using the set_transform method but I also need the data to be formatted for pytorch before processing it.
I don't see anywhere in the documentation something that says that both methods cannot be used at the same time.
### Steps to reproduce the bug
```
from... | {
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https://api.github.com/repos/huggingface/datasets/issues/7138 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7138/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/7138/comments | https://api.github.com/repos/huggingface/datasets/issues/7138/events | https://github.com/huggingface/datasets/issues/7138 | 2,507,738,308 | I_kwDODunzps6VeQzE | 7,138 | Cache only changed columns? | {
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"so I guess a workaround to this is to simply remove all columns except the ones to cache and then add them back with `concatenate_datasets(..., axis=1)`.",
"yes this is the right workaround. We're keeping the cache like this to make it easier for people to delete intermediate cache files"
] | 2024-09-05T12:56:47Z | 2024-09-20T13:27:20Z | null | CONTRIBUTOR | null | null | {
"completed": 0,
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} | ### Feature request
Cache only the actual changes to the dataset i.e. changed columns.
### Motivation
I realized that caching actually saves the complete dataset again.
This is especially problematic for image datasets if one wants to only change another column e.g. some metadata and then has to save 5 TB again.
#... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6855 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6855/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6855/comments | https://api.github.com/repos/huggingface/datasets/issues/6855/events | https://github.com/huggingface/datasets/pull/6855 | 2,274,777,812 | PR_kwDODunzps5uUZNT | 6,855 | Fix dataset name for community Hub script-datasets | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6855). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"The CI errors were unrelated. I am merging main once they were fixed:\r\n- #6857",
"T... | 2024-05-02T07:05:44Z | 2024-05-03T15:58:00Z | 2024-05-03T15:51:57Z | MEMBER | null | null | null | Fix dataset name for community Hub script-datasets by passing explicit dataset_name to HubDatasetModuleFactoryWithScript.
Fix #6854.
CC: @Wauplin | {
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https://api.github.com/repos/huggingface/datasets/issues/6537 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6537/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6537/comments | https://api.github.com/repos/huggingface/datasets/issues/6537/events | https://github.com/huggingface/datasets/issues/6537 | 2,057,132,173 | I_kwDODunzps56nViN | 6,537 | Adding support for netCDF (*.nc) files | {
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"Related to #3113 ",
"Conceptually, we can use xarray to load the netCDF file, then xarray -> pandas -> pyarrow.",
"I'd still need to verify that such a conversion would be lossless, especially for multi-dimensional data."
] | 2023-12-27T09:27:29Z | 2023-12-27T20:46:53Z | null | NONE | null | null | {
"completed": 0,
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} | ### Feature request
netCDF (*.nc) is a file format for storing multidimensional scientific data, which is used by packages like `xarray` (labelled multi-dimensional arrays in Python). It would be nice to have native support for netCDF in `datasets`.
### Motivation
When uploading *.nc files onto Huggingface Hub throu... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6156 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6156/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6156/comments | https://api.github.com/repos/huggingface/datasets/issues/6156/events | https://github.com/huggingface/datasets/issues/6156 | 1,854,768,618 | I_kwDODunzps5ujYXq | 6,156 | Why not use self._epoch as seed to shuffle in distributed training with IterableDataset | {
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"@lhoestq ",
"`_effective_generator` returns a RNG that takes into account `self._epoch` and the current dataset's base shuffling RNG (which can be set by specifying `seed=` in `.shuffle() for example`).\r\n\r\nTo fix your error you can pass `seed=` to `.shuffle()`. And the shuffling will depend on both this seed... | 2023-08-17T10:58:20Z | 2023-08-17T14:33:15Z | 2023-08-17T14:33:14Z | CONTRIBUTOR | null | null | {
"completed": 0,
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} | ### Describe the bug
Currently, distributed training with `IterableDataset` needs to pass fixed seed to shuffle to keep each node use the same seed to avoid overlapping.
https://github.com/huggingface/datasets/blob/a7f8d9019e7cb104eac4106bdc6ec0292f0dc61a/src/datasets/iterable_dataset.py#L1174-L1177
My question ... | {
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https://api.github.com/repos/huggingface/datasets/issues/5433 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5433/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5433/comments | https://api.github.com/repos/huggingface/datasets/issues/5433/events | https://github.com/huggingface/datasets/issues/5433 | 1,536,017,901 | I_kwDODunzps5bjcXt | 5,433 | Support latest Docker image in CI benchmarks | {
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"Sorry, it was us:[^1] https://github.com/iterative/cml/pull/1317 & https://github.com/iterative/cml/issues/1319#issuecomment-1385599559; should be fixed with [v0.18.17](https://github.com/iterative/cml/releases/tag/v0.18.17).\r\n\r\n[^1]: More or less, see https://github.com/yargs/yargs/issues/873.",
"Opened htt... | 2023-01-17T09:06:08Z | 2023-01-18T06:29:08Z | 2023-01-18T06:29:08Z | MEMBER | null | null | {
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} | Once we find out the root cause of:
- #5431
we should revert the temporary pin on the Docker image version introduced by:
- #5432 | {
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https://api.github.com/repos/huggingface/datasets/issues/5817 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5817/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5817/comments | https://api.github.com/repos/huggingface/datasets/issues/5817/events | https://github.com/huggingface/datasets/issues/5817 | 1,694,891,866 | I_kwDODunzps5lBf9a | 5,817 | Setting `num_proc` errors when `.map` returns additional items. | {
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"Hi ! Unfortunately I couldn't reproduce on my side locally and with datasets 2.11 and python 3.10.11 on colab.\r\nWhat version of `multiprocess` are you using ?",
"I've got `multiprocess` version `0.70.14`.\r\n\r\nI've done some more testing and the error only occurs in PyCharm's Python Console. It seems to be [... | 2023-05-03T21:46:53Z | 2023-05-04T21:14:21Z | 2023-05-04T20:22:25Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
I'm using a map function that returns more rows than are passed in.
If I try to use `num_proc` I get:
```
File "/home/davidg/.virtualenvs/learning/lib/python3.10/site-packages/datasets/arrow_dataset.py", line 563, in wrapper
out: Union["Dataset", "DatasetDict"] = func(self, *args, **kw... | {
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