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2,237,933,090 | https://api.github.com/repos/huggingface/datasets/issues/6803 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6803/events | [] | null | 2024-04-11T15:44:09Z | [] | https://github.com/huggingface/datasets/pull/6803 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6803). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"CI failures are unrelated.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArro... | #6791 Improve type checking around FAISS | {
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Small PR to raise a better error when a dataset is not embedded properly. | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Fix typo in docs (upload CLI) | {
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Positional args must be placed before optional args.
Feel free to merge whenever it's ready. | {
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2,236,911,556 | https://api.github.com/repos/huggingface/datasets/issues/6801 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6801/events | [] | null | 2024-04-12T16:47:43Z | [] | https://github.com/huggingface/datasets/issues/6801 | NONE | completed | null | null | [
"Hi! I'll open a PR on the Hub to fix this, but please use the Hub's [Community tab](https://huggingface.co/datasets/nyanko7/danbooru2023/discussions) to report such issues in the future.",
"I've opened a [PR](https://huggingface.co/datasets/nyanko7/danbooru2023/discussions/8) in the repo, so let's continue the d... | got fileNotFound | {
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} | I_kwDODunzps6FVI_E | null | 2024-04-11T04:57:41Z | https://api.github.com/repos/huggingface/datasets/issues/6801/comments | ### Describe the bug
When I use load_dataset to load the nyanko7/danbooru2023 data set, the cache is read in the form of a symlink. There may be a problem with the arrow_dataset initialization process and I get FileNotFoundError: [Errno 2] No such file or directory: '2945000.jpg'
### Steps to reproduce the bug
#code... | {
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"Hi !\r\n\r\nIt's possible to multiple files at once:\r\n\r\n```python\r\ndata_files = \"data/*.jsonl\"\r\n# Or pass a list of files\r\nlangs = ['ka-ml', 'br-sr', 'ka-pt', 'id-ko', ..., 'fi-ze_zh', 'he-kk', 'ka-tr']\r\ndata_files = [f\"data/{lang}.jsonl\" for lang in langs]\r\nds = load_dataset(\"loicmagne/open-sub... | High overhead when loading lots of subsets from the same dataset | {
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} | I_kwDODunzps6FTTu4 | null | 2024-04-10T21:08:57Z | https://api.github.com/repos/huggingface/datasets/issues/6800/comments | ### Describe the bug
I have a multilingual dataset that contains a lot of subsets. Each subset corresponds to a pair of languages, you can see here an example with 250 subsets: [https://hf.co/datasets/loicmagne/open-subtitles-250-bitext-mining](). As part of the MTEB benchmark, we may need to load all the subsets of t... | {
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2,236,124,531 | https://api.github.com/repos/huggingface/datasets/issues/6799 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6799/events | [] | null | 2024-04-11T15:41:06Z | [] | https://github.com/huggingface/datasets/pull/6799 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6799). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"The CI failures are unrelated to the changes",
"<details>\n<summary>Show benchmarks</... | fix `DatasetBuilder._split_generators` incomplete type annotation | {
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add missing `StreamingDownloadManager` type annotation to the `dl_manager` argument of the `DatasetBuilder._split_generators` function | {
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"Good catch! Feel free to open a PR with the suggested fix :).",
"There is also the [`MockDownloadManager`](https://github.com/JonasLoos/datasets/blob/main/src/datasets/download/mock_download_manager.py#L33), which seems like it might get passed here too. However, to me, it doesn't really seem relevant to the use... | `DatasetBuilder._split_generators` incomplete type annotation | {
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} | I_kwDODunzps6FQyA7 | null | 2024-04-10T14:38:50Z | https://api.github.com/repos/huggingface/datasets/issues/6798/comments | ### Describe the bug
The [`DatasetBuilder._split_generators`](https://github.com/huggingface/datasets/blob/0f27d7b77c73412cfc50b24354bfd7a3e838202f/src/datasets/builder.py#L1449) function has currently the following signature:
```python
class DatasetBuilder:
def _split_generators(self, dl_manager: DownloadMan... | {
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"Finally:\r\n- the initial issue seems it was temporary\r\n- there is a different issue ... | Fix CI test_load_dataset_distributed_with_script | {
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"Finally:\r\n- the initial issue seems it was temporary\r\n- there is a different issue now: https://github.com/huggingface/datasets/actions/runs/8627153993/job/23646584590?pr=6797\r\n```\r\nFAILED tests/test_load.py::ModuleFactoryTest::test_HubDatasetModuleFactoryWithParquetExport - datasets.utils._dataset_viewer.... | CI is broken due to hf-internal-testing/dataset_with_script | {
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} | I_kwDODunzps6FNa3C | null | 2024-04-10T06:56:02Z | https://api.github.com/repos/huggingface/datasets/issues/6796/comments | CI is broken for test_load_dataset_distributed_with_script. See: https://github.com/huggingface/datasets/actions/runs/8614926216/job/23609378127
```
FAILED tests/test_load.py::test_load_dataset_distributed_with_script[None] - assert False
+ where False = all(<generator object test_load_dataset_distributed_with_scr... | {
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"@huggingface/datasets once this PR is merged, I would suggest making a release. Do you ... | Add CLI function to convert script-dataset to Parquet | {
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"CI is failing because of the missing parquet export of one test dataset, PR to fix this... | Multithreaded downloads | {
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### Behcnmark
for example on [lhoestq/tmp-images-writer_batch_size](https://hf.co/datasets/lhoestq/tmp-images-writer_batch_size) (128 images)
| | duration of the download step in `load_dataset()` |
|--| ----... | {
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2,231,400,200 | https://api.github.com/repos/huggingface/datasets/issues/6793 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6793/events | [] | null | 2024-04-08T14:39:14Z | [] | https://github.com/huggingface/datasets/issues/6793 | NONE | null | null | null | [] | Loading just one particular split is not possible for imagenet-1k | {
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} | I_kwDODunzps6FAHcI | null | 2024-04-08T14:39:14Z | https://api.github.com/repos/huggingface/datasets/issues/6793/comments | ### Describe the bug
I'd expect the following code to download just the validation split but instead I get all data on my disk (train, test and validation splits)
`
from datasets import load_dataset
dataset = load_dataset("imagenet-1k", split="validation", trust_remote_code=True)
`
Is it expected to work li... | {
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2,231,318,682 | https://api.github.com/repos/huggingface/datasets/issues/6792 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6792/events | [] | null | 2024-04-09T11:34:08Z | [] | https://github.com/huggingface/datasets/pull/6792 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6792). 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>... | Fix cache conflict in `_check_legacy_cache2` | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-04-08T14:05:42Z | https://api.github.com/repos/huggingface/datasets/issues/6792/comments | It was reloading from the wrong cache dir because of a bug in `_check_legacy_cache2`. This function should not trigger if there are config_kwars like `sample_by=`
fix https://github.com/huggingface/datasets/issues/6758 | {
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2,230,102,332 | https://api.github.com/repos/huggingface/datasets/issues/6791 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6791/events | [] | null | 2024-04-11T15:38:05Z | [] | https://github.com/huggingface/datasets/issues/6791 | NONE | completed | null | null | [
"I realized I was passing a string column to this instead of float. Is it possible to add a warning or error to prevent users from falsely believing there's a bug?",
"Hello!\r\n\r\nI agree that we could add some safeguards around the type of `ds[column]`. At least for FAISS, we need the column to be made of embed... | `add_faiss_index` raises ValueError: not enough values to unpack (expected 2, got 1) | {
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} | I_kwDODunzps6E7Kk8 | null | 2024-04-08T01:57:03Z | https://api.github.com/repos/huggingface/datasets/issues/6791/comments | ### Describe the bug
Calling `add_faiss_index` on a `Dataset` with a column argument raises a ValueError. The following is the trace
```python
214 def replacement_add(self, x):
215 """Adds vectors to the index.
216 The index must be trained before vectors can be added to it.
217 Th... | {
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2,229,915,236 | https://api.github.com/repos/huggingface/datasets/issues/6790 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6790/events | [] | null | 2024-04-07T20:00:54Z | [] | https://github.com/huggingface/datasets/issues/6790 | NONE | null | null | null | [] | PyArrow 'Memory mapping file failed: Cannot allocate memory' bug | {
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} | I_kwDODunzps6E6c5k | null | 2024-04-07T19:25:39Z | https://api.github.com/repos/huggingface/datasets/issues/6790/comments | ### Describe the bug
Hello,
I've been struggling with a problem using Huggingface datasets caused by PyArrow memory allocation. I finally managed to solve it, and thought to document it since similar issues have been raised here before (https://github.com/huggingface/datasets/issues/5710, https://github.com/huggi... | {
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2,229,527,001 | https://api.github.com/repos/huggingface/datasets/issues/6789 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6789/events | [] | null | 2024-07-23T12:41:38Z | [] | https://github.com/huggingface/datasets/issues/6789 | NONE | null | null | null | [
"Default `writer_batch_size `is set to 1000 (see [map](https://huggingface.co/docs/datasets/v2.16.1/en/package_reference/main_classes#datasets.Dataset.map)).\r\nThe \"tmp1335llua\" is probably the temp file it creates while writing to disk.\r\nMaybe try lowering the `writer_batch_size`.\r\n\r\nFor multi-processing ... | Issue with map | {
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} | I_kwDODunzps6E4-HZ | null | 2024-04-07T02:52:06Z | https://api.github.com/repos/huggingface/datasets/issues/6789/comments | ### Describe the bug
Map has been taking extremely long to preprocess my data.
It seems to process 1000 examples (which it does really fast in about 10 seconds), then it hangs for a good 1-2 minutes, before it moves on to the next batch of 1000 examples.
It also keeps eating up my hard drive space for some reaso... | {
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2,229,207,521 | https://api.github.com/repos/huggingface/datasets/issues/6788 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6788/events | [] | null | 2024-04-11T05:29:35Z | [] | https://github.com/huggingface/datasets/issues/6788 | NONE | completed | null | null | [
"All data is saved in the arrow format on disk.\r\nIf you return a tensor it gets converted to arrow before saving to disk when using map.\r\n\r\nTo get a tensor when you access data elements you can use `dataset.set_format(\"pt\")`.\r\nNote that this just changes how the data is loaded, not how it is stored.",
"... | A Question About the Map Function | {
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} | I_kwDODunzps6E3wHh | null | 2024-04-06T11:45:23Z | https://api.github.com/repos/huggingface/datasets/issues/6788/comments | ### Describe the bug
Hello,
I have a question regarding the map function in the Hugging Face datasets.
The situation is as follows: when I load a jsonl file using load_dataset(..., streaming=False), and then utilize the map function to process it, I specify that the returned example should be of type Torch.ten... | {
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2,229,103,264 | https://api.github.com/repos/huggingface/datasets/issues/6787 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6787/events | [] | null | 2024-08-14T02:09:57Z | [] | https://github.com/huggingface/datasets/issues/6787 | CONTRIBUTOR | null | null | null | [
"From my current understanding, this timeout is only used when we need to get the results.\r\n\r\nOne of:\r\n1. All tasks are done\r\n2. One worker died\r\n\r\nYour function should work fine and it's definitely a bug if it doesn't.",
"When one of the `map`'s worker processes crashes, the linked code re-raises an ... | TimeoutError in map | {
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} | I_kwDODunzps6E3Wqg | null | 2024-04-06T06:25:39Z | https://api.github.com/repos/huggingface/datasets/issues/6787/comments | ### Describe the bug
```python
from datasets import Dataset
def worker(example):
while True:
continue
example['a'] = 100
return example
data = Dataset.from_list([{"a": 1}, {"a": 2}])
data = data.map(worker)
print(data[0])
```
I'm implementing a worker function whose runtime will de... | {
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2,228,463,776 | 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/events | [] | null | 2024-06-26T14:01:07Z | [] | https://github.com/huggingface/datasets/pull/6786 | CONTRIBUTOR | null | false | null | [
"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.... | Make Image cast storage faster | {
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} | 2024-04-05T17:00:46Z | https://api.github.com/repos/huggingface/datasets/issues/6786/comments | PR for issue #6782.
Makes `cast_storage` of the `Image` class faster by removing the slow call to `.pylist`.
Instead directly convert each `ListArray` item to either `Array2DExtensionType` or `Array3DExtensionType`.
This also preserves the `dtype` removing the warning if the array is already `uint8`. | {
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2,228,429,852 | https://api.github.com/repos/huggingface/datasets/issues/6785 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6785/events | [] | null | 2024-04-08T12:41:13Z | [] | https://github.com/huggingface/datasets/pull/6785 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6785). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | rename datasets-server to dataset-viewer | {
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Tell me if it's OK, or if it's a breaking change that must be handled differently.
Also note that the docs page is still https://huggingface.co/docs/datasets-server/, so I didn't change it.
And the API URL is still https://datasets-server.huggingfac... | {
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2,228,390,504 | https://api.github.com/repos/huggingface/datasets/issues/6784 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6784/events | [] | null | 2024-04-16T16:37:47Z | [] | https://github.com/huggingface/datasets/pull/6784 | COLLABORATOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6784). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"CI failures are unrelated, so this is ready for the review",
"<details>\n<summary>Sho... | Extract data on the fly in packaged builders | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-04-05T16:12:25Z | https://api.github.com/repos/huggingface/datasets/issues/6784/comments | Instead of waiting for data files to be extracted in the packaged builders, we can prepend the compression prefix and extract them as they are being read (using `fsspec`). This saves disk space (deleting extracted archives is not set by default) and slightly speeds up dataset generation (less disk reads) | {
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2,228,179,466 | https://api.github.com/repos/huggingface/datasets/issues/6783 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6783/events | [] | null | 2024-04-11T17:18:53Z | [] | https://github.com/huggingface/datasets/issues/6783 | NONE | completed | null | null | [
"Hi! You can fix this by updating the `datasets` package with `pip install -U datasets` and restarting the notebook.\r\n",
"Kaggle removed the problematic `datasets==2.1.0` pin last week, so I'm closing this issue (now it pre-installs the latest version)."
] | AttributeError: module 'numpy' has no attribute 'object'. in Kaggle Notebook | {
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} | I_kwDODunzps6Ez1IK | null | 2024-04-05T14:31:48Z | https://api.github.com/repos/huggingface/datasets/issues/6783/comments | ### Describe the bug
# problem
I can't resample audio dataset in Kaggle Notebook. It looks like some code in `datasets` library use aliases that were deprecated in NumPy 1.20.
## code for resampling
```
from datasets import load_dataset, Audio
from transformers import AutoFeatureExtractor
from transformers imp... | {
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"This may be a solution that only changes `cast_storage` of `Image`.\r\nHowever, I'm not totally sure that the assumptions hold that are made about the `ListArray`.\r\n\r\n```python\r\nelif pa.types.is_list(storage.type):\r\n from .features import Array3DExtensionType\r\n\r\n def get_shapes(arr):\r\n s... | Image cast_storage very slow for arrays (e.g. numpy, tensors) | {
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} | I_kwDODunzps6EzdUj | null | 2024-04-05T13:46:54Z | https://api.github.com/repos/huggingface/datasets/issues/6782/comments | Update: see comments below
### Describe the bug
Operations that save an image from a path are very slow.
I believe the reason for this is that the image data (`numpy`) is converted into `pyarrow` format but then back to python using `.pylist()` before being converted to a numpy array again.
`pylist` is alread... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6781). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Close in favor of #6786."
] | Remove get_inferred_type from ArrowWriter write_batch | {
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} | 2024-04-05T13:21:05Z | https://api.github.com/repos/huggingface/datasets/issues/6781/comments | Inferring the type seems to be unnecessary given that the pyarrow array has already been created.
Because pyarrow array creation is sometimes extremely slow this doubles the time write_batch takes. | {
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2,226,160,096 | https://api.github.com/repos/huggingface/datasets/issues/6780 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6780/events | [] | null | 2024-04-04T18:46:04Z | [] | https://github.com/huggingface/datasets/pull/6780 | COLLABORATOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6780). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Fix CI | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-04-04T17:45:04Z | https://api.github.com/repos/huggingface/datasets/issues/6780/comments | Updates the `wmt_t2t` test to pin the `revision` to the version with a loading script (cc @albertvillanova).
Additionally, it replaces the occurrences of the `lhoestq/test` repo id with `hf-internal-testing/dataset_with_script` and re-enables logging checks in the `Dataset.from_sql` tests. | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Install dependencies with `uv` in CI | {
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It seems to make the "Install dependencies" step in the `ubuntu` jobs 5-8x faster and 1.5-2x in th... | {
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"Hello!\r\n\r\nThis is due to how pandas write numpy arrays to csv. [Source](https://stackoverflow.com/questions/54753179/to-csv-saves-np-array-as-string-instead-of-as-a-list)\r\nTo fix this, you can convert them to list yourselves.\r\n\r\n```python\r\ndf = ds.to_pandas()\r\ndf['int'] = df['int'].apply(lambda arr: ... | Dataset.to_csv() missing commas in columns with lists | {
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} | I_kwDODunzps6Erq88 | null | 2024-04-04T16:46:13Z | https://api.github.com/repos/huggingface/datasets/issues/6778/comments | ### Describe the bug
The `to_csv()` method does not output commas in lists. So when the Dataset is loaded back in the data structure of the column with a list is not correct.
Here's an example:
Obviously, it's not as trivial as inserting commas in the list, since its a comma-separated file. But hopefully there... | {
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2,224,611,247 | https://api.github.com/repos/huggingface/datasets/issues/6777 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6777/events | [] | null | 2024-04-05T21:14:48Z | [] | https://github.com/huggingface/datasets/issues/6777 | NONE | null | null | null | [
"Hi! `metadata.jsonl` (or `metadata.csv`) is the only allowed name for the `imagefolder`'s metadata files.",
"@mariosasko hey i tried with metadata.jsonl also and it still doesn't get the right columns",
"@mariosasko it says metadata.csv not found\r\n<img width=\"1150\" alt=\"image\" src=\"https://github.com/hu... | .Jsonl metadata not detected | {
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} | I_kwDODunzps6EmN-v | null | 2024-04-04T06:31:53Z | https://api.github.com/repos/huggingface/datasets/issues/6777/comments | ### Describe the bug
Hi I have the following directory structure:
|--dataset
| |-- images
| |-- metadata1000.csv
| |-- metadata1000.jsonl
| |-- padded_images
Example of metadata1000.jsonl file
{"caption": "a drawing depicts a full shot of a black t-shirt with a triangular pattern on the front there is a white... | {
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"Same problem.",
"Hi! You should be able to fix this by passing `remove_unused_columns=False` to the `transformers` `TrainingArguments` as explained in https://github.com/huggingface/peft/issues/1299.\r\n\r\n(I'm not familiar with Vertex AI, but I'd assume `remove_unused_columns` can be passed as a flag to the do... | IndexError: Invalid key: 0 is out of bounds for size 0 | {
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} | I_kwDODunzps6Eh0YA | null | 2024-04-03T17:06:30Z | https://api.github.com/repos/huggingface/datasets/issues/6775/comments | ### Describe the bug
I am trying to fine-tune llama2-7b model in GCP. The notebook I am using for this can be found [here](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/model_garden/model_garden_pytorch_llama2_peft_finetuning.ipynb).
When I use the dataset given in the exa... | {
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"I think this is due to the speed of reading a `png` image using pillow compared to a `jpg` image.\r\nNotably the same is true with `tiff`, it is even faster than `jpg` in my case."
] | Generating split is very slow when Image format is PNG | {
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} | I_kwDODunzps6Ec4lc | null | 2024-04-03T07:47:31Z | https://api.github.com/repos/huggingface/datasets/issues/6774/comments | ### Describe the bug
When I create a dataset, it gets stuck while generating cached data.
The image format is PNG, and it will not get stuck when the image format is jpeg.
After debugging, I know that it is b... | {
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"The caching works as expected when I try to reproduce this locally or on Colab...",
"hi @mariosasko , Thank you for checking. I also tried running this again just now, and it seems like the `load_dataset()` caches properly (though I'll double check later).\r\n\r\nI think the issue might be in the caching of the ... | Dataset on Hub re-downloads every time? | {
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} | I_kwDODunzps6EYoUh | null | 2024-04-02T17:23:22Z | https://api.github.com/repos/huggingface/datasets/issues/6773/comments | ### Describe the bug
Hi, I have a dataset on the hub [here](https://huggingface.co/datasets/manestay/borderlines). It has 1k+ downloads, which I sure is mostly just me and my colleagues working with it. It should have far fewer, since I'm using the same machine with a properly set up HF_HOME variable. However, whene... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6772). 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>... | `remove_columns`/`rename_columns` doc fixes | {
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Reported in https://github.com/huggingface/datasets/issues/6700 | {
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"Hi! I've opened a PR in the repo to fix this issue: https://huggingface.co/datasets/RitchieP/VerbaLex_voice/discussions/6",
"@mariosasko Thanks for the PR and help! Guess I could close the issue for now. Appreciate the help!"
] | Datasets FileNotFoundError when trying to generate examples. | {
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} | I_kwDODunzps6EVISB | null | 2024-04-02T10:24:57Z | https://api.github.com/repos/huggingface/datasets/issues/6771/comments | ### Discussed in https://github.com/huggingface/datasets/discussions/6768
<div type='discussions-op-text'>
<sup>Originally posted by **RitchieP** April 1, 2024</sup>
Currently, I have a dataset hosted on Huggingface with a custom script [here](https://huggingface.co/datasets/RitchieP/VerbaLex_voice).
I'm loa... | {
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2,218,991,883 | https://api.github.com/repos/huggingface/datasets/issues/6770 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6770/events | [] | null | 2024-04-11T17:31:44Z | [] | https://github.com/huggingface/datasets/issues/6770 | NONE | completed | null | null | [
"You should be able to fix this by updating `huggingface_hub` with `pip install -U huggingface_hub`. We use this package under the hood to resolve the Hub's files."
] | [Bug Report] `datasets==2.18.0` is not compatible with `fsspec==2023.12.2` | {
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} | I_kwDODunzps6EQyEL | null | 2024-04-01T20:17:48Z | https://api.github.com/repos/huggingface/datasets/issues/6770/comments | ### Describe the bug
`Datasets==2.18.0` is not compatible with `fsspec==2023.12.2`.
I have to downgrade fsspec to `fsspec==2023.10.0` to make `Datasets==2.18.0` work properly.
### Steps to reproduce the bug
To reproduce the bug:
1. Make sure that `Datasets==2.18.0` and `fsspec==2023.12.2`.
2. Run the following ... | {
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2,218,242,015 | https://api.github.com/repos/huggingface/datasets/issues/6769 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6769/events | [
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} | I_kwDODunzps6EN6_f | null | 2024-04-01T13:18:47Z | https://api.github.com/repos/huggingface/datasets/issues/6769/comments | ### Feature request
Hi thanks for the library! I would like to have a huggingface Dataset, and one of its column is custom (non-serializable) Python objects. For example, a minimal code:
```
class MyClass:
pass
dataset = datasets.Dataset.from_list([
dict(a=MyClass(), b='hello'),
])
```
It gives... | {
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2,217,065,412 | https://api.github.com/repos/huggingface/datasets/issues/6767 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6767/events | [] | null | 2024-04-02T14:14:02Z | [] | https://github.com/huggingface/datasets/pull/6767 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6767). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | fixing the issue 6755(small typo) | {
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2,215,933,515 | https://api.github.com/repos/huggingface/datasets/issues/6765 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6765/events | [] | null | 2024-05-05T13:37:14Z | [] | https://github.com/huggingface/datasets/issues/6765 | NONE | completed | null | null | [
"Hi! Instead of running `pip install` separately for each package, you should pass all the packages to a single `pip install` call (in this case, `pip install datasets s3fs`) to let `pip` properly resolve their versions.",
"> Hi! Instead of running `pip install` separately for each package, you should pass all th... | Compatibility issue between s3fs, fsspec, and datasets | {
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} | I_kwDODunzps6EFHZL | null | 2024-03-29T19:57:24Z | https://api.github.com/repos/huggingface/datasets/issues/6765/comments | ### Describe the bug
Here is the full error stack when installing:
```
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
datasets 2.18.0 requires fsspec[http]<=2024.2.0,>=2023.1.0, but you ... | {
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2,215,767,119 | https://api.github.com/repos/huggingface/datasets/issues/6764 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6764/events | [
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] | null | 2024-03-29T17:52:27Z | [] | https://github.com/huggingface/datasets/issues/6764 | NONE | null | null | null | [] | load_dataset can't work with symbolic links | {
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} | I_kwDODunzps6EEexP | null | 2024-03-29T17:49:28Z | https://api.github.com/repos/huggingface/datasets/issues/6764/comments | ### Feature request
Enable the `load_dataset` function to load local datasets with symbolic links.
E.g, this dataset can be loaded:
├── example_dataset/
│ ├── data/
│ │ ├── train/
│ │ │ ├── file0
│ │ │ ├── file1
│ │ ├── dev/
│ │ │ ├── file2
│ │ │ ├── file3
│ ├── metad... | {
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2,213,440,804 | https://api.github.com/repos/huggingface/datasets/issues/6763 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6763/events | [] | null | 2024-04-20T12:16:45Z | [] | https://github.com/huggingface/datasets/pull/6763 | NONE | null | false | null | [
"I also need this feature for [\"Cnam-LMSSC/vibravox \"](https://huggingface.co/datasets/Cnam-LMSSC/vibravox)\r\n\r\n\r\nEDIT: Upgrading to `2.19.0` fixed my problem thanks to [this PR](https://github.com/huggingface/datasets/pull/6754)"
] | Fix issue with case sensitivity when loading dataset from local cache | {
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However, upon subsequent loads, the current version attempts to locate the cache directory using the dataset's original name, which includes uppercase letters. This di... | {
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2,213,275,468 | https://api.github.com/repos/huggingface/datasets/issues/6762 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6762/events | [] | null | 2024-08-16T15:54:37Z | [] | https://github.com/huggingface/datasets/pull/6762 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6762). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Hello @lhoestq, I added the test and modified [update_data](https://github.com/huggingf... | Allow polars as valid output type | {
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2,212,805,108 | https://api.github.com/repos/huggingface/datasets/issues/6761 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6761/events | [] | null | 2024-03-29T13:27:26Z | [] | https://github.com/huggingface/datasets/pull/6761 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6761). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Thanks for cleaning this :) I'm also fine with renaming `hf_dataset_url` (and not `get_... | Remove deprecated code | {
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1. remove `list_files_info` in favor of `list_repo_tree`. As of `0.23`, `list_files_info` will be removed for good. `datasets` had a utility to support both pre-0.20 and post-0.20 versions. Since `hfh` version is already pinned to `>=0.21.2`, I removed the legacy part.
2. `preupload_lfs_files` h... | {
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2,212,288,122 | https://api.github.com/repos/huggingface/datasets/issues/6760 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6760/events | [] | null | 2024-06-19T07:06:40Z | [] | https://github.com/huggingface/datasets/issues/6760 | NONE | null | null | null | [
"The same error with mteb datasets.",
"Unfortunately, I'm unable to reproduce this error locally or on Colab.",
"Here is the requirements.txt from a clean virtual environment (managed by conda) where I only install `datasets` by \r\n`pip install datasets`. \r\nThe pip list:\r\n```\r\naiohttp==3.9.3\r\naiosignal... | Load codeparrot/apps raising UnicodeDecodeError in datasets-2.18.0 | {
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} | I_kwDODunzps6D3NZ6 | null | 2024-03-28T03:44:26Z | https://api.github.com/repos/huggingface/datasets/issues/6760/comments | ### Describe the bug
This happens with datasets-2.18.0; I downgraded the version to 2.14.6 fixing this temporarily.
```
Traceback (most recent call last):
File "/home/xxx/miniconda3/envs/py310/lib/python3.10/site-packages/datasets/load.py", line 2556, in load_dataset
builder_instance = load_dataset_builder... | {
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} | I_kwDODunzps6DqQfb | null | 2024-03-26T17:35:25Z | https://api.github.com/repos/huggingface/datasets/issues/6759/comments | ### Feature request
Running .map and filter functions with `num_procs` consecutively instantiates several multiprocessing pools iteratively.
As instantiating a Pool is very resource intensive it can be a bottleneck to performing iteratively filtering.
My ideas:
1. There should be an option to declare `persist... | {
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"Thanks for reporting! We are working on a fix."
] | Passing `sample_by` to `load_dataset` when loading text data does not work | {
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} | I_kwDODunzps6DovLe | null | 2024-03-26T14:55:33Z | https://api.github.com/repos/huggingface/datasets/issues/6758/comments | ### Describe the bug
I have a dataset that consists of a bunch of text files, each representing an example. There is an undocumented `sample_by` argument for the `TextConfig` class that is used by `Text` to decide whether to split files into lines, paragraphs or take them whole. Passing `sample_by=“document”` to `load... | {
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2,206,280,340 | https://api.github.com/repos/huggingface/datasets/issues/6757 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6757/events | [] | null | 2024-03-27T16:26:35Z | [] | https://github.com/huggingface/datasets/pull/6757 | CONTRIBUTOR | null | true | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6757). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"On slack it was mentioned that it was actually slower for `datasets`, should we close t... | Test disabling transformers containers in docs CI | {
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} | 2024-03-25T17:16:11Z | https://api.github.com/repos/huggingface/datasets/issues/6757/comments | Related to https://github.com/huggingface/doc-builder/pull/487 and [internal slack thread](https://huggingface.slack.com/archives/C04F8N7FQNL/p1711384899462349?thread_ts=1711041424.720769&cid=C04F8N7FQNL). There is now a `custom_container` option when building docs in CI. When set to `""` (instead of `"huggingface/tran... | {
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2,205,557,725 | https://api.github.com/repos/huggingface/datasets/issues/6756 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6756/events | [
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"You can use `Dataset.from_sql(path_to_sql_file)` already. Though we haven't added the Sql dataset builder to the `_PACKAGED_DATASETS_MODULES` list or in `_EXTENSION_TO_MODULE` to map `.sqlite` to the Sql dataset builder\r\n\r\nThis would allow to load a dataset repository with a `.sqlite` file using `load_dataset`... | Support SQLite files? | {
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} | I_kwDODunzps6DdiPd | null | 2024-03-25T11:48:05Z | https://api.github.com/repos/huggingface/datasets/issues/6756/comments | ### Feature request
Support loading a dataset from a SQLite file
https://huggingface.co/datasets/severo/test_iris_sqlite/tree/main
### Motivation
SQLite is a popular file format.
### Your contribution
See discussion on slack: https://huggingface.slack.com/archives/C04L6P8KNQ5/p1702481859117909 (internal)
In ... | {
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... | https://github.com/huggingface/datasets/issues/6755 | NONE | completed | null | null | [
"Thanks for reporting @fostiropoulos! I've edited your comment to fix the link to the problematic line.\r\n",
"@mariosasko can i take this up?",
"#self-assign"
] | Small typo on the documentation | {
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} | I_kwDODunzps6DZx5p | null | 2024-03-24T21:47:52Z | https://api.github.com/repos/huggingface/datasets/issues/6755/comments | ### Describe the bug
There is a small typo on https://github.com/huggingface/datasets/blob/d5468836fe94e8be1ae093397dd43d4a2503b926/src/datasets/dataset_dict.py#L938
It should be `caching is enabled`.
### Steps to reproduce the bug
Please visit
https://github.com/huggingface/datasets/blob/d5468836fe94e... | {
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"@lhoestq hi 😃, is there something else I need to do to check this change?",
"I added two tests and passed them on my server.\r\n\r\n```\r\npytest tests/packaged_modules/test_cache.py \r\n========================================================================== test session starts ==============================... | Fix cache path to snakecase for `CachedDatasetModuleFactory` and `Cache` | {
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I didn't find a guideline on how to run the tests, so i just run the following steps to make sure that this bug is fixed.
1. `python test.py`,
2. then `HF_DATASETS_OFFLINE=1 python test.py`
The `test.py` is
```
import datasets
... | {
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2,204,155,091 | https://api.github.com/repos/huggingface/datasets/issues/6753 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6753/events | [] | null | 2024-04-04T13:50:35Z | [] | https://github.com/huggingface/datasets/issues/6753 | NONE | completed | null | null | [
"I have the same problem \r\nIt seems that it only appears when you are using GPU \r\nIt seems to work fine with the 2.17 version though",
"Same here.",
"> I have the same problem\r\n> It seems that it only appears when you are using GPU\r\n> It seems to work fine with the 2.17 version though\r\n\r\nI downgrade... | Type error when importing datasets on Kaggle | {
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} | I_kwDODunzps6DYLzT | null | 2024-03-24T03:01:30Z | https://api.github.com/repos/huggingface/datasets/issues/6753/comments | ### Describe the bug
When trying to run
```
import datasets
print(datasets.__version__)
```
It generates the following error
```
TypeError: expected string or bytes-like object
```
It looks like It cannot find the valid versions of `fsspec`
though fsspec version is fine when I checked Via command
... | {
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2,204,043,839 | https://api.github.com/repos/huggingface/datasets/issues/6752 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6752/events | [] | null | 2024-04-10T15:21:33Z | [] | https://github.com/huggingface/datasets/issues/6752 | NONE | null | null | null | [
"This is because of the formatter (`torch` in this case).\r\nIt defaults to `float32`.\r\n\r\nYou can load it in `float16` using `dataset.set_format(\"torch\", dtype=torch.float16)`."
] | Precision being changed from float16 to float32 unexpectedly | {
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} | I_kwDODunzps6DXwo_ | null | 2024-03-23T20:53:56Z | https://api.github.com/repos/huggingface/datasets/issues/6752/comments | ### Describe the bug
I'm loading a HuggingFace Dataset for images.
I'm running a preprocessing (map operation) step that runs a few operations, one of them being conversion to float16. The Dataset features also say that the 'img' is of type float16. Whenever I take an image from that HuggingFace Dataset instance... | {
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2,203,951,501 | https://api.github.com/repos/huggingface/datasets/issues/6751 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6751/events | [] | null | 2024-03-26T00:40:57Z | [] | https://github.com/huggingface/datasets/pull/6751 | NONE | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6751). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"I was mistaken on the intent of those functions, closing the PR."
] | Use 'with' operator for some download functions | {
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} | 2024-03-23T16:32:08Z | https://api.github.com/repos/huggingface/datasets/issues/6751/comments | Some functions in `streaming_download_manager.py` are not closing the file they open which lead to `Unclosed file` warnings in our code. This fixes a few of them. | {
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2,203,590,658 | https://api.github.com/repos/huggingface/datasets/issues/6750 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6750/events | [] | null | 2024-04-15T15:38:52Z | [] | https://github.com/huggingface/datasets/issues/6750 | NONE | completed | null | null | [
"Are you using `HF_DATASETS_OFFLINE=1` ?",
"> Are you using `HF_DATASETS_OFFLINE=1` ?\r\n\r\nThis doesn't work for me. `datasets=2.18.0`\r\n\r\n`test.py`:\r\n```\r\nimport datasets\r\n\r\ndatasets.utils.logging.set_verbosity_info()\r\n\r\nds = datasets.load_dataset('C-MTEB/AFQMC', revision='b44c3b011063adb25877c1... | `load_dataset` requires a network connection for local download? | {
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} | I_kwDODunzps6DWCAC | null | 2024-03-23T01:06:32Z | https://api.github.com/repos/huggingface/datasets/issues/6750/comments | ### Describe the bug
Hi all - I see that in the past a network dependency has been mistakenly introduced into `load_dataset` even for local loads. Is it possible this has happened again?
### Steps to reproduce the bug
```
>>> import datasets
>>> datasets.load_dataset("hh-rlhf")
Repo card metadata block was not ... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6749). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Fix fsspec tqdm callback | {
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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 ... | Strange slicing behavior | {
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} | I_kwDODunzps6DOH0k | null | 2024-03-22T01:49:13Z | https://api.github.com/repos/huggingface/datasets/issues/6748/comments | ### Describe the bug
I have loaded a dataset, and then slice first 300 samples using `:` ops, however, the resulting dataset is not expected, as the output below:
```bash
len(dataset)=1050324
len(dataset[:300])=2
len(dataset[0:300])=2
len(dataset.select(range(300)))=300
```
### Steps to reproduce the bug
loa... | {
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"Hi ! We updated the `allenai/c4` repository to allow people to specify which language to load easily (the the [c4 dataset page](https://huggingface.co/datasets/allenai/c4))\r\n\r\nTo fix this issue **you can update** `datasets` and remove the mention of the legacy configuration name \"allenai--c4\":\r\n\r\n```pyth... | ExpectedMoreSplits error when loading C4 dataset | {
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} | I_kwDODunzps6DEfwd | null | 2024-03-21T02:53:04Z | https://api.github.com/repos/huggingface/datasets/issues/6746/comments | ### Describe the bug
I encounter bug when running the example command line
```python
python main.py \
--model decapoda-research/llama-7b-hf \
--prune_method wanda \
--sparsity_ratio 0.5 \
--sparsity_type unstructured \
--save out/llama_7b/unstructured/wanda/
```
The bug occurred ... | {
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"It's not twitter here"
] | Scraping the whole of github including private repos is bad; kindly stop | {
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} | I_kwDODunzps6DCxWk | null | 2024-03-20T20:54:06Z | https://api.github.com/repos/huggingface/datasets/issues/6745/comments | ### Feature request
https://github.com/bigcode-project/opt-out-v2 - opt out is not consent. kindly quit this ridiculous nonsense.
### Motivation
[EDITED: insults not tolerated]
### Your contribution
[EDITED: insults not tolerated] | {
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} | I_kwDODunzps6DAXKY | null | 2024-03-20T15:59:45Z | https://api.github.com/repos/huggingface/datasets/issues/6744/comments | ### Feature request
Commands such as `load_dataset` creates file locks with `filelock.FileLock`. It would be good if there was a way to disable this.
### Motivation
File locking doesn't work on all file-systems (in my case NFS mounted Weka). If the `cache_dir` only had small files then it would be possible to point ... | {
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The cache was not able to reload a dataset with a single config form the cache if the config name is not specificed
For example
```python
from datasets import load_dataset, config
config.HF_DATASETS_OFFLINE = True
load_dataset("openai_human... | {
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] | null | 2024-03-27T18:19:48Z | [] | https://github.com/huggingface/datasets/issues/6740 | NONE | not_planned | null | null | [] | Support for loading geotiff files as a part of the ImageFolder | {
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} | I_kwDODunzps6CuSZq | null | 2024-03-18T20:00:39Z | https://api.github.com/repos/huggingface/datasets/issues/6740/comments | ### Feature request
Request for adding rasterio support to load geotiff as a part of ImageFolder, instead of using PIL
### Motivation
As of now, there are many datasets in HuggingFace Hub which are predominantly focussed towards RemoteSensing or are from RemoteSensing. The current ImageFolder (if I have understood c... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6739). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
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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!"
] | Dict feature is non-nullable while nested dict feature is | {
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} | I_kwDODunzps6CrSno | null | 2024-03-18T14:31:47Z | https://api.github.com/repos/huggingface/datasets/issues/6738/comments | 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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"I couldn't reproduce the issue on my side on MacOS, I guess the issue comes from the recent `fsspec` on Windows.\r\n\r\nCan you try downgrading to `fsspec==2023.9.2` for now ? It would also be great to investigate this and see if we need a fix in `datasets` or `fsspec`",
"I had the same issue! \r\nDowngrading t... | Invalid pattern: '**' can only be an entire path component | {
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} | I_kwDODunzps6Ci8aZ | null | 2024-03-16T19:28:46Z | https://api.github.com/repos/huggingface/datasets/issues/6737/comments | ### Describe the bug
ValueError: Invalid pattern: '**' can only be an entire path component
when loading any dataset
### Steps to reproduce the bug
import datasets
ds = datasets.load_dataset("TokenBender/code_instructions_122k_alpaca_style")
### Expected behavior
loading the dataset successfully
### Environm... | {
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2,190,181,422 | https://api.github.com/repos/huggingface/datasets/issues/6736 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6736/events | [
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"Hi ! that would be great :) Though note that `datasets` doesn't implement format-specific resuming when streaming, so in general I think it's better if users can use the mosaic-streaming library to read their MDS datasets. I wonder if they support `hf://` paths though...\r\n\r\nAnyway for those interested, the cod... | Mosaic Streaming (MDS) Support | {
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} | I_kwDODunzps6Ci4Qu | null | 2024-03-16T18:42:04Z | https://api.github.com/repos/huggingface/datasets/issues/6736/comments | ### Feature request
I'm a huge fan of the current HF Datasets `webdataset` integration (especially the built-in streaming support). However, I'd love to upload some robotics and multimodal datasets I've processed for use with [Mosaic Streaming](https://docs.mosaicml.com/projects/streaming/en/stable/), specifically the... | {
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2,189,132,932 | https://api.github.com/repos/huggingface/datasets/issues/6735 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6735/events | [] | null | 2024-03-18T15:47:48Z | [] | https://github.com/huggingface/datasets/pull/6735 | COLLABORATOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6735). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Add `mode` parameter to `Image` feature | {
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2,187,646,694 | https://api.github.com/repos/huggingface/datasets/issues/6734 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6734/events | [] | null | 2024-04-11T10:48:07Z | [] | https://github.com/huggingface/datasets/issues/6734 | NONE | null | null | null | [
"Hi ! First note that if the dataset is not heterogeneous / shuffled, there might be places in the data with shorter texts that are faster to tokenize.\r\n\r\nMoreover, the way `num_proc` works is by slicing the dataset and passing each slice to a process to run the `map()` function. So at the very end of `map()`, ... | Tokenization slows towards end of dataset | {
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} | I_kwDODunzps6CZNbm | null | 2024-03-15T03:27:36Z | https://api.github.com/repos/huggingface/datasets/issues/6734/comments | ### Describe the bug
Mapped tokenization slows down substantially towards end of dataset.
train set started off very slow, caught up to 20k then tapered off til the end.
what's particularly strange is that the tokenization crashed a few times before due to errors with invalid tokens somewhere or corrupted down... | {
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2,186,811,724 | https://api.github.com/repos/huggingface/datasets/issues/6733 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6733/events | [] | null | 2024-03-15T18:09:02Z | [] | https://github.com/huggingface/datasets/issues/6733 | NONE | null | null | null | [
"Hi! `datasets` is not compatible with `huggingface_hub`'s cache structure, hence the error.\r\n\r\nYou can track https://github.com/huggingface/datasets/issues/5080 to get notified when this is implemented."
] | EmptyDatasetError when loading dataset downloaded with HuggingFace cli | {
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} | I_kwDODunzps6CWBlM | null | 2024-03-14T16:41:27Z | https://api.github.com/repos/huggingface/datasets/issues/6733/comments | ### Describe the bug
I am using a cluster that does not have access to the internet when given a job. I tried downloading the dataset using the huggingface-cli command and then loading it with load_dataset but I get an error:
```raise EmptyDatasetError(f"The directory at {base_path} doesn't contain any data files... | {
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2,182,844,673 | https://api.github.com/repos/huggingface/datasets/issues/6731 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6731/events | [] | null | 2024-04-16T00:00:00Z | [] | https://github.com/huggingface/datasets/issues/6731 | NONE | completed | null | null | [
"This is normal behavior in python when using `lambda`: the `i` defined in your `lambda` refers to the global variable `i` in your loop, and `i` equals to `1` when you run your `for e in res[0]` line.\r\n\r\nYou should pass `fn_kwargs` that will be passed to your `lambda` instead of using the global variable:\r\n\r... | Unexpected behavior when using load_dataset with streaming=True in a for loop | {
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} | I_kwDODunzps6CG5EB | null | 2024-03-12T23:26:43Z | https://api.github.com/repos/huggingface/datasets/issues/6731/comments | ### Describe the bug
### My Code
```
from datasets import load_dataset
res=[]
for i in [0,1]:
di=load_dataset(
"json",
data_files='path_to.json',
split='train',
streaming=True,
).map(lambda x: {"source": i})
res.append(di)
for e in res[... | {
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2,181,881,499 | https://api.github.com/repos/huggingface/datasets/issues/6730 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6730/events | [] | null | 2024-03-12T17:42:33Z | [] | https://github.com/huggingface/datasets/pull/6730 | COLLABORATOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6730). 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>... | Deprecate Pandas builder | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-03-12T15:12:13Z | https://api.github.com/repos/huggingface/datasets/issues/6730/comments | The Pandas packaged builder is undocumented and relies on `pickle` to read the data, making it **unsafe**. Moreover, I haven't seen a single instance of this builder being used (not even using the GH/Hub search), so we should deprecate it. | {
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2,180,237,159 | https://api.github.com/repos/huggingface/datasets/issues/6729 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6729/events | [
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"default": true... | null | 2024-06-26T05:08:59Z | [] | https://github.com/huggingface/datasets/issues/6729 | CONTRIBUTOR | not_planned | null | null | [
"@severo were you able to solve it?",
"No. cc @albertvillanova @lhoestq @polinaeterna for an evaluation of what it would take to support this feature.",
"The underlying issue issue is that the dataset repository has used split ZIP archive files: https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream... | Support zipfiles that span multiple disks? | {
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} | I_kwDODunzps6B88dn | null | 2024-03-11T21:07:41Z | https://api.github.com/repos/huggingface/datasets/issues/6729/comments | See https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream
The dataset viewer gives the following error:
```
Error code: ConfigNamesError
Exception: BadZipFile
Message: zipfiles that span multiple disks are not supported
Traceback: Traceback (most recent call last):
F... | {
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2,178,607,012 | 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/events | [] | null | 2024-03-15T14:52:07Z | [] | https://github.com/huggingface/datasets/issues/6728 | NONE | completed | null | null | [
"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... | Issue Downloading Certain Datasets After Setting Custom `HF_ENDPOINT` | {
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} | I_kwDODunzps6B2uek | null | 2024-03-11T09:06:38Z | https://api.github.com/repos/huggingface/datasets/issues/6728/comments | ### 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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2,177,826,110 | https://api.github.com/repos/huggingface/datasets/issues/6727 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6727/events | [] | null | 2024-03-13T12:08:49Z | [] | https://github.com/huggingface/datasets/pull/6727 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6727). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"looks like some files are missing in your google storage",
"cc @mariosasko is it rela... | Using a registry instead of calling globals for fetching feature types | {
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When working with bio-data, each feature often has metadata associated with it (e.g. species, lineage, snp position, etc). To store this, I like to use the feature classes with the added `metadata` attribute. However, when saving or loading with custom features, you get an error since that class doesn't exist... | {
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2,177,097,232 | https://api.github.com/repos/huggingface/datasets/issues/6726 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6726/events | [] | null | 2024-03-09T07:11:08Z | [] | https://github.com/huggingface/datasets/issues/6726 | NONE | null | null | null | [
"FWIW I debugged this while waiting for it to go",
"Oh I forgot to mention you can also cache resolve_pattern, and that seemed to also substantially improves things, if you want to load a dataset twice for whatever reason."
] | Profiling for HF Filesystem shows there are easy performance gains to be made | {
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} | I_kwDODunzps6Bw94Q | null | 2024-03-09T07:08:45Z | https://api.github.com/repos/huggingface/datasets/issues/6726/comments | ### Describe the bug
# Let's make it faster
First, an evidence...
Figure 1: CProfile for loading 3 files from cerebras/SlimPajama-627B train split, and 3 files from test split using streaming=True. X axis is 1106... | {
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2,175,527,530 | https://api.github.com/repos/huggingface/datasets/issues/6725 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6725/events | [
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] | null | 2024-03-08T08:23:01Z | [] | https://github.com/huggingface/datasets/issues/6725 | NONE | null | null | null | [] | Request for a comparison of huggingface datasets compared with other data format especially webdataset | {
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} | I_kwDODunzps6Bq-pq | null | 2024-03-08T08:23:01Z | https://api.github.com/repos/huggingface/datasets/issues/6725/comments | ### Feature request
Request for a comparison of huggingface datasets compared with other data format especially webdataset
### Motivation
I see huggingface datasets uses Apache Arrow as its backend, it seems to be great, but I'm curious about how it is good compared with other dataset format, like webdataset, what's... | {
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2,174,398,227 | https://api.github.com/repos/huggingface/datasets/issues/6724 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6724/events | [] | null | 2024-03-07T20:06:25Z | [] | https://github.com/huggingface/datasets/issues/6724 | CONTRIBUTOR | null | null | null | [] | Dataset with loading script does not work in renamed repos | {
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} | I_kwDODunzps6Bmq8T | null | 2024-03-07T17:38:38Z | https://api.github.com/repos/huggingface/datasets/issues/6724/comments | ### Describe the bug
My data repository was first called `BramVanroy/hplt-mono-v1-2` but I then renamed to use underscores instead of dashes. However, it seems that `datasets` retrieves the old repo name when it checks whether the repo contains data loading scripts in this line.
https://github.com/huggingface/dat... | {
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2,174,344,456 | https://api.github.com/repos/huggingface/datasets/issues/6723 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6723/events | [] | null | 2024-03-07T17:27:29Z | [] | https://github.com/huggingface/datasets/pull/6723 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6723). 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>... | get_dataset_default_config_name docstring | {
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2,174,332,127 | https://api.github.com/repos/huggingface/datasets/issues/6722 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6722/events | [] | null | 2024-03-07T17:21:10Z | [] | https://github.com/huggingface/datasets/pull/6722 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6722). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
] | Add details in docstring | {
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} | 2024-03-07T17:02:07Z | https://api.github.com/repos/huggingface/datasets/issues/6722/comments | see https://github.com/huggingface/datasets-server/pull/2554#discussion_r1516516867 | {
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2,173,931,714 | https://api.github.com/repos/huggingface/datasets/issues/6721 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6721/events | [] | null | 2024-03-31T08:09:25Z | [] | https://github.com/huggingface/datasets/issues/6721 | NONE | null | null | null | [
"\r\n@Gera001\r\n# Loading Dataset from Local Files Using 🤗Hugging Face.\r\n\r\nTo load a dataset from local files using the Hugging Face datasets library, you can use the `load_dataset` function.\r\n\r\n```\r\nfrom datasets import load_dataset\r\ndataset = load_dataset('csv', data_files={'train': 'path/to/train.c... | Hi,do you know how to load the dataset from local file now? | {
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} | I_kwDODunzps6Bk5DC | null | 2024-03-07T13:58:40Z | https://api.github.com/repos/huggingface/datasets/issues/6721/comments | Hi, if I want to load the dataset from local file, then how to specify the configuration name?
_Originally posted by @WHU-gentle in https://github.com/huggingface/datasets/issues/2976#issuecomment-1333455222_
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2,173,603,459 | https://api.github.com/repos/huggingface/datasets/issues/6720 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6720/events | [] | null | 2024-03-08T07:34:53Z | [] | https://github.com/huggingface/datasets/issues/6720 | CONTRIBUTOR | completed | null | null | [
"Hi ! I opened a PR to fix an issue in the Features defined in your code\r\n\r\nBasically changing\r\n```python\r\nSequence(\"float32\")\r\n```\r\n\r\nto\r\n```python\r\nSequence(Value(\"float32\"))\r\n```\r\n\r\n\r\nhttps://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/discussions/1",
"D'oh! Was wondering wh... | TypeError: 'str' object is not callable | {
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} | I_kwDODunzps6Bjo6D | null | 2024-03-07T11:07:09Z | https://api.github.com/repos/huggingface/datasets/issues/6720/comments | ### Describe the bug
I am trying to get the HPLT datasets on the hub. Downloading/re-uploading would be too time- and resource consuming so I wrote [a dataset loader script](https://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/blob/main/hplt_mono_v1_2.py). I think I am very close but for some reason I always get ... | {
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2,169,585,727 | https://api.github.com/repos/huggingface/datasets/issues/6719 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6719/events | [] | null | 2024-03-05T15:55:13Z | [] | https://github.com/huggingface/datasets/issues/6719 | NONE | null | null | null | [] | Is there any way to solve hanging of IterableDataset using split by node + filtering during inference | {
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} | I_kwDODunzps6BUUA_ | null | 2024-03-05T15:55:13Z | https://api.github.com/repos/huggingface/datasets/issues/6719/comments | ### Describe the bug
I am using an iterable dataset in a multi-node setup, trying to do training/inference while filtering the data on the fly. I usually do not use `split_dataset_by_node` but it is very slow using the IterableDatasetShard in `accelerate` and `transformers`. When I filter after applying `split_dataset... | {
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2,169,468,488 | https://api.github.com/repos/huggingface/datasets/issues/6718 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6718/events | [] | null | 2024-03-07T14:05:53Z | [] | https://github.com/huggingface/datasets/pull/6718 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6718). 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>... | Fix concurrent script loading with force_redownload | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-03-05T15:04:20Z | https://api.github.com/repos/huggingface/datasets/issues/6718/comments | I added `lock_importable_file` in `get_dataset_builder_class` and `extend_dataset_builder_for_streaming` to fix the issue, and I also added a test
cc @clefourrier | {
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2,168,726,432 | https://api.github.com/repos/huggingface/datasets/issues/6717 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6717/events | [] | null | 2024-08-14T17:54:20Z | [] | https://github.com/huggingface/datasets/issues/6717 | NONE | null | null | null | [
"And it also works well with `dataset = dataset.select_columns([\"audio\"])`",
"Same issue here, disable stream=True fix the problem"
] | `remove_columns` method used with a streaming enable dataset mode produces a LibsndfileError on multichannel audio | {
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} | I_kwDODunzps6BRCOg | null | 2024-03-05T09:33:26Z | https://api.github.com/repos/huggingface/datasets/issues/6717/comments | ### Describe the bug
When loading a HF dataset in streaming mode and removing some columns, it is impossible to load a sample if the audio contains more than one channel. I have the impression that the time axis and channels are swapped or concatenated.
### Steps to reproduce the bug
Minimal error code:
```python
... | {
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2,168,706,558 | https://api.github.com/repos/huggingface/datasets/issues/6716 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6716/events | [] | null | 2024-03-19T07:58:14Z | [] | https://github.com/huggingface/datasets/issues/6716 | NONE | completed | null | null | [
"When `rotten_tomatoes` is printed out, the following warning message is also printed out:\r\n\r\n```\r\nYou can avoid this message in future by passing the argument `trust_remote_code=True`.\r\nPassing `trust_remote_code=True` will be mandatory to load this dataset from the next major release of `datasets`.\r\n```... | Non-deterministic `Dataset.builder_name` value | {
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} | I_kwDODunzps6BQ9X- | null | 2024-03-05T09:23:21Z | https://api.github.com/repos/huggingface/datasets/issues/6716/comments | ### Describe the bug
I'm not sure if this is a bug, but `print(ds.builder_name)` in the following code sometimes prints out `rotten_tomatoes` instead of `parquet`:
```python
import datasets
for _ in range(100):
ds = datasets.load_dataset("rotten_tomatoes", split="train")
print(ds.builder_name) # pr... | {
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2,167,747,095 | https://api.github.com/repos/huggingface/datasets/issues/6715 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6715/events | [] | null | 2024-03-05T11:23:05Z | [] | https://github.com/huggingface/datasets/pull/6715 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6715). 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>... | Fix sliced ConcatenationTable pickling with mixed schemas vertically | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-03-04T21:02:07Z | https://api.github.com/repos/huggingface/datasets/issues/6715/comments | A sliced + pickled ConcatenationTable could end up with a different schema than the original schema, if the slice only contains blocks with only a subset of the columns.
This can lead to issues when saving datasets from a concatenation of datasets with mixed schemas
Reported in https://discuss.huggingface.co/t/da... | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Expand no-code dataset info with datasets-server info | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6713). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"@lhoestq if you agree, I could make a patch release tomorrow morning.",
"sure :)",
... | Bump huggingface-hub lower version to 0.21.2 | {
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See my comment: https://github.com/huggingface/datasets/pull/6687#issuecomment-1976493336
>> EDIT: the fix has been released in `huggingface_hub` 0.21.2 - I removed my commits that were using `hugg... | {
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This way calling `ds.set_epoch()` in the main process will update the epoch in the DataLoader workers as well.
This is useful especially because the epoch is used to compute the `effective_seed` used for shuffling.
I used torch's shared memory in case users want t... | {
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```python
from datasets import load_dataset_builder
revision = "3d406e70bc21c3ca92a9a229b4c6fc3ed88279fd"
b = load_dataset_builder("bigcode/the-stack-v2-dedup", data_dir="data/Dockerfile", revision=revision)
print(b.config.data_files)
```
Previously it would ret... | {
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A... | {
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"`save_to_disk` uses a special serialization that can only be read using `load_from_disk`.\r\n\r\nContrary to `load_dataset`, `load_from_disk` directly loads Arrow files and uses the dataset directory as cache.\r\n\r\nOn the other hand `load_dataset` does a conversion step to get Arrow files from the raw data files... | Unable to load dataset that was saved with `save_to_disk` | {
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} | I_kwDODunzps6A8JWe | null | 2024-03-01T11:59:56Z | https://api.github.com/repos/huggingface/datasets/issues/6703/comments | ### Describe the bug
I get the following error message: You are trying to load a dataset that was saved using `save_to_disk`. Please use `load_from_disk` instead.
### Steps to reproduce the bug
1. Save a dataset with `save_to_disk`
2. Try to load it with `load_datasets`
### Expected behavior
I am ab... | {
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"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... | Push samples to dataset on hub without having the dataset locally | {
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} | I_kwDODunzps6A3JA0 | null | 2024-02-29T19:17:12Z | https://api.github.com/repos/huggingface/datasets/issues/6702/comments | ### 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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2,161,448,017 | https://api.github.com/repos/huggingface/datasets/issues/6701 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6701/events | [] | null | 2024-02-29T15:15:18Z | [] | https://github.com/huggingface/datasets/pull/6701 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6701). 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>... | Base parquet batch_size on parquet row group size | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-02-29T14:53:01Z | https://api.github.com/repos/huggingface/datasets/issues/6701/comments | This allows to stream datasets like [Major-TOM/Core-S2L2A](https://huggingface.co/datasets/Major-TOM/Core-S2L2A) which have row groups with few rows (one row is ~10MB). Previously the cold start would take a lot of time and OOM because it would download many row groups before yielding the first example.
I tried on O... | {
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2,158,871,038 | https://api.github.com/repos/huggingface/datasets/issues/6700 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6700/events | [] | null | 2024-04-02T17:15:28Z | [] | https://github.com/huggingface/datasets/issues/6700 | NONE | completed | null | null | [
"Good catch! I've opened a PR with a fix in the `transformers` repo.",
"@mariosasko Thanks!\r\n\r\nWill the doc of `datasets` be updated?\r\n\r\nI find some possible mistakes in doc about whether `remove_columns` is in-place.\r\n1. [You can also remove a column using map() with remove_columns but the present meth... | remove_columns is not in-place but the doc shows it is in-place | {
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} | I_kwDODunzps6ArcH- | null | 2024-02-28T12:36:22Z | https://api.github.com/repos/huggingface/datasets/issues/6700/comments | ### Describe the bug
The doc of `datasets` v2.17.0/v2.17.1 shows that `remove_columns` is in-place. [link](https://huggingface.co/docs/datasets/v2.17.1/en/package_reference/main_classes#datasets.DatasetDict.remove_columns)
In the text classification example of transformers v4.38.1, the columns are not removed.
h... | {
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