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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 "
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
This bug is triggered under the following conditions:
- datasets repo ids without organization names trigger errors, such as `bookcorpus`, `gsm8k`, `wikipedia`.
- If `HF_ENDPOINT` is set and the hostname is not in the form of `(hub-ci.)?huggingface.co`.
- specific versions of `datasets` and `... | 2024-03-11T09:09:07Z | https://github.com/huggingface/datasets/issues/6728 | {
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"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"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hello,
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... | 2024-03-10T18:25:01Z | https://github.com/huggingface/datasets/pull/6727 | {
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"gists_url": "https://api.gi... | Profiling for HF Filesystem shows there are easy performance gains to be made | https://api.github.com/repos/huggingface/datasets/issues/6726/events | null | https://api.github.com/repos/huggingface/datasets/issues/6726/labels{/name} | 2024-03-09T07:08:45Z | null | false | null | null | 2,177,097,232 | [] | https://api.github.com/repos/huggingface/datasets/issues/6726 | [
"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."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2024-03-09T07:11:08Z | https://github.com/huggingface/datasets/issues/6726 | {
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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... | 2024-03-08T08:23:01Z | https://github.com/huggingface/datasets/issues/6725 | {
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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... | 2024-03-07T20:06:25Z | https://github.com/huggingface/datasets/issues/6724 | {
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"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>... | https://api.github.com/repos/huggingface/datasets | MEMBER | fix https://github.com/huggingface/datasets/pull/6722 | 2024-03-07T17:27:29Z | https://github.com/huggingface/datasets/pull/6723 | {
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"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."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | see https://github.com/huggingface/datasets-server/pull/2554#discussion_r1516516867 | 2024-03-07T17:21:10Z | https://github.com/huggingface/datasets/pull/6722 | {
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_Originally posted by @WHU-gentle in https://github.com/huggingface/datasets/issues/2976#issuecomment-1333455222_
| 2024-03-07T13:58:40Z | https://github.com/huggingface/datasets/issues/6721 | {
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"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... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### 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 ... | 2024-03-08T07:34:53Z | https://github.com/huggingface/datasets/issues/6720 | {
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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... | 2024-03-05T15:55:13Z | https://github.com/huggingface/datasets/issues/6719 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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 | 2024-03-07T14:05:53Z | https://github.com/huggingface/datasets/pull/6718 | {
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"And it also works well with `dataset = dataset.select_columns([\"audio\"])`"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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
... | 2024-03-05T10:32:19Z | https://github.com/huggingface/datasets/issues/6717 | {
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"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```... | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2024-03-05T09:27:24Z | https://github.com/huggingface/datasets/issues/6716 | {
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"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>... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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... | 2024-03-05T11:23:05Z | https://github.com/huggingface/datasets/pull/6715 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | E.g., to have info about a dataset's number of examples for more informative TQDM bars. | 2024-03-04T20:28:30Z | https://github.com/huggingface/datasets/pull/6714 | {
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"following_url": "https://api.github.com/users/albertvillanova/following{/other_user}",... | Bump huggingface-hub lower version to 0.21.2 | https://api.github.com/repos/huggingface/datasets/issues/6713/events | null | https://api.github.com/repos/huggingface/datasets/issues/6713/labels{/name} | 2024-03-04T13:00:52Z | null | false | null | {
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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 :)",
... | https://api.github.com/repos/huggingface/datasets | MEMBER | This should fix the version compatibility issue when using `huggingface_hub` < 0.21.2 and latest fsspec (>=2023.12.0).
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... | 2024-03-04T18:14:03Z | https://github.com/huggingface/datasets/pull/6713 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | https://api.github.com/repos/huggingface/datasets | MEMBER | reported in https://discuss.huggingface.co/t/datasetdict-save-to-disk-with-num-proc-1-seems-to-hang-with-error/75595 | 2024-03-04T20:23:47Z | https://github.com/huggingface/datasets/pull/6712 | {
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"Unfortunately, that won't improve the performance. StringZilla repository has extensive benchmarks comparing against different built-in functionality of several programming languages. Using `re.finditer` for tokenization is practically the slowest anti-pattern I've encountered in any language. The gap between that... | https://api.github.com/repos/huggingface/datasets | NONE | I was preparing some datasets for AI training and noticed that `datasets` by HuggingFace uses the conventional `open` mechanism to read the file and split it into chunks. I thought it can be significantly accelerated, and [started with a benchmark](https://gist.github.com/ashvardanian/55c2052e9f78b05b8d614aa90cb12347):... | 2024-03-04T15:15:51Z | https://github.com/huggingface/datasets/pull/6711 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6710). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Use shared memory for the IterableDataset epoch.
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... | 2024-03-06T14:41:54Z | https://github.com/huggingface/datasets/pull/6710 | {
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