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2,083,108,156 | https://api.github.com/repos/huggingface/datasets/issues/6596 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6596/events | [] | null | 2024-01-16T17:16:16Z | [] | https://github.com/huggingface/datasets/pull/6596 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6596). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Drop redundant None guard. | {
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2,082,896,148 | https://api.github.com/repos/huggingface/datasets/issues/6595 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6595/events | [] | null | 2024-01-27T18:26:33Z | [] | https://github.com/huggingface/datasets/issues/6595 | NONE | completed | null | null | [
"Hi ! I think the issue comes from the \"float16\" features that are not supported yet in Parquet\r\n\r\nFeel free to open an issue in `pyarrow` about this. In the meantime, I'd encourage you to use \"float32\" for your \"pooled_prompt_embeds\" and \"prompt_embeds\" features.\r\n\r\nYou can cast them to \"float32\"... | Loading big dataset raises pyarrow.lib.ArrowNotImplementedError 2 | {
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} | I_kwDODunzps58JnkU | null | 2024-01-16T02:03:09Z | https://api.github.com/repos/huggingface/datasets/issues/6595/comments | ### Describe the bug
I'm aware of the issue #5695 .
I'm using a modified SDXL trainer: https://github.com/kopyl/diffusers/blob/5e70f604155aeecee254a5c63c5e4236ad4a0d3d/examples/text_to_image/train_text_to_image_sdxl.py#L1027C16-L1027C16
So i
1. Map dataset
2. Save to disk
3. Try to upload:
```
import data... | {
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2,082,748,275 | https://api.github.com/repos/huggingface/datasets/issues/6594 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6594/events | [] | null | 2024-01-15T22:25:10Z | [] | https://github.com/huggingface/datasets/issues/6594 | NONE | null | null | null | [] | IterableDataset sharding logic needs improvement | {
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} | I_kwDODunzps58JDdz | null | 2024-01-15T22:22:36Z | https://api.github.com/repos/huggingface/datasets/issues/6594/comments | ### Describe the bug
The sharding of IterableDatasets with respect to distributed and dataloader worker processes appears problematic with significant performance traps and inconsistencies wrt to distributed train processes vs worker processes.
Splitting across num_workers (per train process loader processes) and... | {
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2,082,410,257 | https://api.github.com/repos/huggingface/datasets/issues/6592 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6592/events | [] | null | 2024-02-12T17:35:21Z | [] | https://github.com/huggingface/datasets/issues/6592 | NONE | not_planned | null | null | [
"Hi! `tqdm` doesn't work well in non-interactive environments, so there isn't much we can do about this. It's best to [disable it](https://huggingface.co/docs/datasets/v2.16.1/en/package_reference/utilities#datasets.disable_progress_bars) in such environments and instead use logging to track progress."
] | Logs are delayed when doing .map when `docker logs` | {
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} | I_kwDODunzps58Hw8R | null | 2024-01-15T17:05:21Z | https://api.github.com/repos/huggingface/datasets/issues/6592/comments | ### Describe the bug
When I run my SD training in a Docker image and then listen to logs like `docker logs train -f`, the progress bar is delayed.
It's updating every few percent.
When you have a large dataset that has to be mapped (like 1+ million samples), it's crucial to see the updates in real-time, not every co... | {
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2,082,378,957 | https://api.github.com/repos/huggingface/datasets/issues/6591 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6591/events | [] | null | 2024-01-22T23:18:09Z | [] | https://github.com/huggingface/datasets/issues/6591 | NONE | completed | null | null | [
"Hi! Indeed, Dropbox is not a reliable host. I've just merged https://huggingface.co/datasets/PolyAI/minds14/discussions/24 to fix this by hosting the data files inside the repo."
] | The datasets models housed in Dropbox can't support a lot of users downloading them | {
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} | I_kwDODunzps58HpTN | null | 2024-01-15T16:43:38Z | https://api.github.com/repos/huggingface/datasets/issues/6591/comments | ### Describe the bug
I'm using the datasets
```
from datasets import load_dataset, Audio
dataset = load_dataset("PolyAI/minds14", name="en-US", split="train")
```
And it seems that sometimes when I imagine a lot of users are accessing the same resources, the Dropbox host fails:
`raise ConnectionError(... | {
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2,082,000,084 | https://api.github.com/repos/huggingface/datasets/issues/6590 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6590/events | [
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] | null | 2024-01-15T13:07:07Z | [] | https://github.com/huggingface/datasets/issues/6590 | NONE | null | null | null | [] | Feature request: Multi-GPU dataset mapping for SDXL training | {
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} | I_kwDODunzps58GMzU | null | 2024-01-15T13:06:06Z | https://api.github.com/repos/huggingface/datasets/issues/6590/comments | ### Feature request
We need to speed up SDXL dataset pre-process. Please make it possible to use multiple GPUs for the [official SDXL trainer](https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/train_text_to_image_sdxl.py) :)
### Motivation
Pre-computing 3 million of images takes around ... | {
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2,081,358,619 | https://api.github.com/repos/huggingface/datasets/issues/6589 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6589/events | [] | null | 2024-02-02T07:55:38Z | [] | https://github.com/huggingface/datasets/issues/6589 | NONE | completed | null | null | [
"We'll do a new release of `datasets` in the coming days with a fix !",
"@lhoestq Thank you very much!"
] | After `2.16.0` version, there are `PermissionError` when users use shared cache_dir | {
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} | I_kwDODunzps58DwMb | null | 2024-01-15T06:46:27Z | https://api.github.com/repos/huggingface/datasets/issues/6589/comments | ### Describe the bug
- We use shared `cache_dir` using `HF_HOME="{shared_directory}"`
- After dataset version 2.16.0, datasets uses `filelock` package for file locking #6445
- But, `filelock` package make `.lock` file with `644` permission
- Dataset is not available to other users except the user who created the ... | {
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2,081,284,253 | https://api.github.com/repos/huggingface/datasets/issues/6588 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6588/events | [] | null | 2024-01-24T10:08:29Z | [] | https://github.com/huggingface/datasets/issues/6588 | CONTRIBUTOR | completed | null | null | [] | fix os.listdir return name is empty string | {
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} | I_kwDODunzps58DeCd | null | 2024-01-15T05:34:36Z | https://api.github.com/repos/huggingface/datasets/issues/6588/comments | ### Describe the bug
xlistdir return name is empty string
Overloaded os.listdir
### Steps to reproduce the bug
```python
from datasets.download.streaming_download_manager import xjoin
from datasets.download.streaming_download_manager import xlistdir
config = DownloadConfig(storage_options=options)
manger = Str... | {
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2,080,348,016 | https://api.github.com/repos/huggingface/datasets/issues/6587 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6587/events | [] | null | 2024-02-15T15:20:06Z | [] | https://github.com/huggingface/datasets/pull/6587 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6587). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"friendly bump",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<... | Allow concatenation of datasets with mixed structs | {
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The idea is to do a recursive check for structs. PyArrow handles it well enough.
For a demo you can do:
```python
from datasets import Dataset, concatenate_datasets
ds = Dataset.from_dict({'speaker': [{'name': 'Ben', 'email': None}]})
ds2 = Dataset.from_dict({'speaker': [{'name': 'Fred', 'e... | {
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"@JochenSiegWork fyi, that seems to also affect the `trainer.push_to_hub()` method, which I guess also needs to parse that DatasetInfo from the `kwargs` used by `push_to_hub`.\r\nThere is short discussion about it [here](https://github.com/huggingface/blog/issues/1623).\r\nWould be great if you can check if your PR... | keep more info in DatasetInfo.from_merge #6585 | {
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* fixes losing DatasetInfo during parallel Dataset.map | {
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"Hi ! This issue comes from the fact that `map()` with `num_proc>1` shards the dataset in multiple chunks to be processed (one per process) and merges them. The DatasetInfos of each chunk are then merged together, but for some fields like `dataset_name` it's not been implemented and default to None.\r\n\r\nThe Data... | losing DatasetInfo in Dataset.map when num_proc > 1 | {
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} | I_kwDODunzps576RmV | null | 2024-01-12T13:39:19Z | https://api.github.com/repos/huggingface/datasets/issues/6585/comments | ### Describe the bug
Hello and thanks for developing this package!
When I process a Dataset with the map function using multiple processors some set attributes of the DatasetInfo get lost and are None in the resulting Dataset.
### Steps to reproduce the bug
```python
from datasets import Dataset, DatasetInfo... | {
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2,078,454,878 | https://api.github.com/repos/huggingface/datasets/issues/6584 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6584/events | [] | null | 2024-01-15T05:20:50Z | [] | https://github.com/huggingface/datasets/issues/6584 | CONTRIBUTOR | null | null | null | [
"@lhoestq\r\nCan you provide me with some ideas？",
"Hi ! What's the error ?",
"@lhoestq \r\n```\r\nTraceback (most recent call last):\r\n File \"/home/dongzf/miniconda3/envs/dataset_ai/lib/python3.11/runpy.py\", line 198, in _run_module_as_main\r\n return _run_code(code, main_globals, None,\r\n ^^... | np.fromfile not supported | {
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} | I_kwDODunzps574rRe | null | 2024-01-12T09:46:17Z | https://api.github.com/repos/huggingface/datasets/issues/6584/comments | How to do np.fromfile to use it like np.load
```python
def xnumpy_fromfile(filepath_or_buffer, *args, download_config: Optional[DownloadConfig] = None, **kwargs):
import numpy as np
if hasattr(filepath_or_buffer, "read"):
return np.fromfile(filepath_or_buffer, *args, **kwargs)
else:
... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6583). 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 eli5 test | {
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2,076,072,101 | https://api.github.com/repos/huggingface/datasets/issues/6582 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6582/events | [] | null | 2024-03-01T19:09:14Z | [] | https://github.com/huggingface/datasets/pull/6582 | CONTRIBUTOR | null | false | null | [
"A toy example to reveal the bug.\r\n\r\n```python\r\n\"\"\"\r\nDATASETS_VERBOSITY=debug torchrun --nproc-per-node 2 main.py \r\n\"\"\"\r\nimport torch.utils.data\r\nimport torch.distributed\r\nimport datasets.distributed\r\nimport datasets\r\n\r\n# num shards = 4\r\nshards = [(0, 100), (100, 200), (200, 300), (300... | Fix for Incorrect ex_iterable used with multi num_worker | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-01-11T08:49:43Z | https://api.github.com/repos/huggingface/datasets/issues/6582/comments | Corrects an issue where `self._ex_iterable` was erroneously used instead of `ex_iterable`, when both Distributed Data Parallel (DDP) and multi num_worker are used concurrently. This improper usage led to the generation of incorrect `shards_indices`, subsequently causing issues with the control flow responsible for work... | {
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2,075,919,265 | https://api.github.com/repos/huggingface/datasets/issues/6581 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6581/events | [] | null | 2024-01-24T10:14:43Z | [] | https://github.com/huggingface/datasets/pull/6581 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6581). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"\r\nObj [\"name\"] ends with \"/\"",
"@lhoestq \r\n\r\nhello,\r\nCan you help me chec... | fix os.listdir return name is empty string | {
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xlistdir return name is empty string
for example：
`
from datasets.download.streaming_download_manager import xjoin
from datasets.download.streaming_download_manager import xlistdir
config = DownloadConfig(storage_options=options)
manger = StreamingDownloadManager("ILSVRC2012",download_config=config... | {
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2,075,645,042 | https://api.github.com/repos/huggingface/datasets/issues/6580 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6580/events | [] | null | 2024-01-20T12:46:16Z | [] | https://github.com/huggingface/datasets/issues/6580 | NONE | completed | null | null | [] | dataset cache only stores one config of the dataset in parquet dir, and uses that for all other configs resulting in showing same data in all configs. | {
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} | I_kwDODunzps57t9Ry | null | 2024-01-11T03:14:18Z | https://api.github.com/repos/huggingface/datasets/issues/6580/comments | ### Describe the bug
ds = load_dataset("ai2_arc", "ARC-Easy"), i have tried to force redownload, delete cache and changing the cache dir.
### Steps to reproduce the bug
dataset = []
dataset_name = "ai2_arc"
possible_configs = [
'ARC-Challenge',
'ARC-Easy'
]
for config in possible_configs:
data... | {
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2,075,407,473 | https://api.github.com/repos/huggingface/datasets/issues/6579 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6579/events | [] | null | 2024-01-11T09:19:18Z | [] | https://github.com/huggingface/datasets/issues/6579 | NONE | not_planned | null | null | [
"Hi @haok1402, I have created an issue in the Discussion tab of the corresponding dataset: https://huggingface.co/datasets/eli5/discussions/7\r\nLet's continue the discussion there!"
] | Unable to load `eli5` dataset with streaming | {
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} | I_kwDODunzps57tDRx | null | 2024-01-10T23:44:20Z | https://api.github.com/repos/huggingface/datasets/issues/6579/comments | ### Describe the bug
Unable to load `eli5` dataset with streaming.
### Steps to reproduce the bug
This fails with FileNotFoundError: https://files.pushshift.io/reddit/submissions
```
from datasets import load_dataset
load_dataset("eli5", streaming=True)
```
This works correctly.
```
from datasets import lo... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6578). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"I added faster streaming support using streaming Requests instances in `huggingface_hub... | Faster webdataset streaming | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-01-10T18:18:09Z | https://api.github.com/repos/huggingface/datasets/issues/6578/comments | requests.get(..., streaming=True) is faster than using HTTP range requests when streaming large TAR files
it can be enabled using block_size=0 in fsspec
cc @rwightman | {
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2,074,790,848 | https://api.github.com/repos/huggingface/datasets/issues/6577 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6577/events | [
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"cc @mariosasko @lhoestq ",
"Hi! We should be able to avoid this error by retrying to read the data when it happens. I'll open a PR in `huggingface_hub` to address this.",
"Thanks for the fix @mariosasko! Just wondering whether \"500 error\" should also be excluded? I got these errors overnight:\r\n\r\n```\r\nh... | 502 Server Errors when streaming large dataset | {
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} | I_kwDODunzps57qsvA | null | 2024-01-10T16:59:36Z | https://api.github.com/repos/huggingface/datasets/issues/6577/comments | ### Describe the bug
When streaming a [large ASR dataset](https://huggingface.co/datasets/sanchit-gandhi/concatenated-train-set) from the Hug (~3TB) I often encounter 502 Server Errors seemingly randomly during streaming:
```
huggingface_hub.utils._errors.HfHubHTTPError: 502 Server Error: Bad Gateway for url: http... | {
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2,073,710,124 | https://api.github.com/repos/huggingface/datasets/issues/6576 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6576/events | [] | null | 2024-01-17T14:01:31Z | [] | https://github.com/huggingface/datasets/issues/6576 | NONE | completed | null | null | [
"Thanks for reporting! I've opened a PR with a fix."
] | document page 404 not found after redirection | {
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} | I_kwDODunzps57mk4s | null | 2024-01-10T06:48:14Z | https://api.github.com/repos/huggingface/datasets/issues/6576/comments | ### Describe the bug
The redirected page encountered 404 not found.
### Steps to reproduce the bug
1. In this tutorial: https://huggingface.co/learn/nlp-course/chapter5/4?fw=pt
original md: https://github.com/huggingface/course/blob/2c733c2246b8b7e0e6f19a9e5d15bb12df43b2a3/chapters/en/chapter5/4.mdx#L49
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2,072,617,406 | https://api.github.com/repos/huggingface/datasets/issues/6575 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6575/events | [] | null | 2024-01-11T16:16:54Z | [] | https://github.com/huggingface/datasets/pull/6575 | MEMBER | null | false | null | [
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | [IterableDataset] Fix `drop_last_batch`in map after shuffling or sharding | {
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Fix https://github.com/huggingface/datasets/issues/6565 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Fix tests based on datasets that used to have scripts | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6573). 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>... | [WebDataset] Audio support and bug fixes | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-01-09T15:03:04Z | https://api.github.com/repos/huggingface/datasets/issues/6573/comments | - Add audio support
- Fix an issue where user-provided features with additional fields are not taken into account
Close https://github.com/huggingface/datasets/issues/6569 | {
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"On closer examination, this appears to be unnecessary. "
] | Adding option for multipart achive download | {
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} | 2024-01-09T13:35:44Z | https://api.github.com/repos/huggingface/datasets/issues/6572/comments | Right now we can only download multiple separate archives or a single file archive, but not multipart archives, such as those produced by `tar --multi-volume`. This PR allows for downloading and extraction of archives split into multiple parts.
With the new `multi_part` field of the `DownloadConfig` set, the downloa... | {
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} | I_kwDODunzps57geeY | null | 2024-01-09T10:45:17Z | https://api.github.com/repos/huggingface/datasets/issues/6571/comments | Currently, `DatasetDict.column_names` returns a dict, with each split name as keys and the corresponding list of column names as values.
However, by construction, all splits have the same column names.
I think it makes more sense to return a single list with the column names, which is the same for all the split k... | {
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2,071,805,265 | https://api.github.com/repos/huggingface/datasets/issues/6570 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6570/events | [
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"descript... | null | 2024-01-09T16:45:50Z | [] | https://github.com/huggingface/datasets/issues/6570 | MEMBER | completed | null | null | [
"Though the `build / build_main_documentation` CI job ran for 2.16.0: https://github.com/huggingface/datasets/actions/runs/7300836845/job/19896275099 🤔 ",
"Yes, I saw it. Maybe @mishig25 can give us some hint...",
"fixed https://huggingface.co/docs/datasets/v2.16.0/en/index",
"Still missing 2.16.1.",
"> St... | No online docs for 2.16 release | {
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} | I_kwDODunzps57fT1R | null | 2024-01-09T07:43:30Z | https://api.github.com/repos/huggingface/datasets/issues/6570/comments | We do not have the online docs for the latest minor release 2.16 (2.16.0 nor 2.16.1).
In the online docs, the latest version appearing is 2.15.0: https://huggingface.co/docs/datasets/index
![Screenshot from 2024-01-09 08-43-08](https://github.com/huggingface/datasets/assets/8515462/83613222-867f-41f4-8833-7a4a765... | {
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} | I_kwDODunzps57ZYZy | null | 2024-01-08T11:24:21Z | https://api.github.com/repos/huggingface/datasets/issues/6569/comments | we should not override if the features exist already
https://github.com/huggingface/datasets/blob/d26abadce0b884db32382b92422d8a6aa997d40a/src/datasets/packaged_modules/webdataset/webdataset.py#L78-L85 | {
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"Seems like I just used the old code which did not have `keep_in_memory=True` argument, sorry.\r\n\r\nAlthough i encountered a different problem – at 97% my python process just hung for around 11 minutes with no logs (when running dataset.map without `keep_in_memory=True` over around 3 million of dataset samples)..... | keep_in_memory=True does not seem to work | {
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} | I_kwDODunzps57YIFn | null | 2024-01-08T08:03:58Z | https://api.github.com/repos/huggingface/datasets/issues/6568/comments | UPD: [Fixed](https://github.com/huggingface/datasets/issues/6568#issuecomment-1880817794) . But a new issue came up :( | {
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2,069,808,842 | https://api.github.com/repos/huggingface/datasets/issues/6567 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6567/events | [] | null | 2024-01-08T11:56:19Z | [] | https://github.com/huggingface/datasets/issues/6567 | NONE | completed | null | null | [
"I think you are reporting an issue with the `transformers` library. Note this is the repository of the `datasets` library. I recommend that you open an issue in their repository: https://github.com/huggingface/transformers/issues\r\n\r\nEDIT: I have not the rights to transfer the issue\r\n~~I am transferring your ... | AttributeError: 'str' object has no attribute 'to' | {
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```
--------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
[<ipython-input-6-80c6086794e8>](https://localhost:8080/#) in <cell line: 10>()
8 report_to="wandb")
9
---> 10 trainer =... | {
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2,069,495,429 | https://api.github.com/repos/huggingface/datasets/issues/6566 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6566/events | [
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"I also see the same error and get passed it by casting that line to float. \r\n\r\nso `for x in obj.detach().cpu().numpy()` becomes `for x in obj.detach().to(torch.float).cpu().numpy()`\r\n\r\nI got the idea from [this ](https://github.com/kohya-ss/sd-webui-additional-networks/pull/128/files) PR where someone was... | I train controlnet_sdxl in bf16 datatype, got unsupported ERROR in datasets | {
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```
Traceback (most recent call last):
File "train_controlnet_sdxl.py", line 1252, in <module>
main(args)
File "train_controlnet_sdxl.py", line 1013, in main
train_dataset = train_dataset.map(compute_embeddings_fn, batched=True, new_fingerprint=new_fingerprint)
File "/home/mini... | {
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"My current workaround this issue is to return `None` in the second element and then filter out samples which have `None` in them.\r\n\r\n```python\r\ndef merge_samples(batch):\r\n if len(batch['a']) == 1:\r\n batch['c'] = [batch['a'][0]]\r\n batch['d'] = [None]\r\n else:\r\n batch['c'] ... | `drop_last_batch=True` for IterableDataset map function is ignored with multiprocessing DataLoader | {
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} | I_kwDODunzps57UYOW | null | 2024-01-07T02:46:50Z | https://api.github.com/repos/huggingface/datasets/issues/6565/comments | ### Describe the bug
Scenario:
- Interleaving two iterable datasets of unequal lengths (`all_exhausted`), followed by a batch mapping with batch size 2 to effectively merge the two datasets and get a sample from each dataset in a single batch, with `drop_last_batch=True` to skip the last batch in case it doesn't ha... | {
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"Thanks for reporting! I've opened a PR with a fix",
"@mariosasko thank you very much :)"
] | `Dataset.filter` missing `with_rank` parameter | {
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} | I_kwDODunzps57UM4K | null | 2024-01-06T23:48:13Z | https://api.github.com/repos/huggingface/datasets/issues/6564/comments | ### Describe the bug
The issue shall be open: https://github.com/huggingface/datasets/issues/6435
When i try to pass `with_rank` to `Dataset.filter()`, i get this:
`Dataset.filter() got an unexpected keyword argument 'with_rank'`
### Steps to reproduce the bug
Run notebook:
https://colab.research.google.com... | {
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"@Wauplin Do you happen to know what's up?",
"<del>Installing `datasets` from `main` did the trick so I guess it will be fixed in the next release.\r\n\r\nNVM https://github.com/huggingface/datasets/blob/d26abadce0b884db32382b92422d8a6aa997d40a/src/datasets/utils/info_utils.py#L5",
"@wasertech upgrading `huggin... | `ImportError`: cannot import name 'insecure_hashlib' from 'huggingface_hub.utils' (.../huggingface_hub/utils/__init__.py) | {
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} | I_kwDODunzps57R8pC | null | 2024-01-06T02:28:54Z | https://api.github.com/repos/huggingface/datasets/issues/6563/comments | ### Describe the bug
Yep its not [there](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/utils/__init__.py) anymore.
```text
+ python /home/trainer/sft_train.py --model_name cognitivecomputations/dolphin-2.2.1-mistral-7b --dataset_name wasertech/OneOS --load_in_4bit --use_peft --batch_... | {
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2,067,904,504 | https://api.github.com/repos/huggingface/datasets/issues/6562 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6562/events | [] | null | 2024-01-05T19:10:25Z | [] | https://github.com/huggingface/datasets/issues/6562 | NONE | null | null | null | [] | datasets.DownloadMode.FORCE_REDOWNLOAD use cache to download dataset features with load_dataset function | {
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} | I_kwDODunzps57Qbf4 | null | 2024-01-05T19:10:25Z | https://api.github.com/repos/huggingface/datasets/issues/6562/comments | ### Describe the bug
I have updated my dataset by adding a new feature, and push it to the hub. When I want to download it on my machine which contain the old version by using `datasets.load_dataset("your_dataset_name", download_mode=datasets.DownloadMode.FORCE_REDOWNLOAD)` I get an error (paste bellow).
Seems that... | {
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2,067,404,951 | https://api.github.com/repos/huggingface/datasets/issues/6561 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6561/events | [
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"In particular, I would like to have an example of how to replace the following configuration (from https://huggingface.co/docs/hub/datasets-manual-configuration#splits)\r\n\r\n```\r\n---\r\nconfigs:\r\n- config_name: default\r\n data_files:\r\n - split: train\r\n path: \"data/*.csv\"\r\n - split: test\r\n ... | Document YAML configuration with "data_dir" | {
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} | I_kwDODunzps57OhiX | null | 2024-01-05T14:03:33Z | https://api.github.com/repos/huggingface/datasets/issues/6561/comments | See https://huggingface.co/datasets/uonlp/CulturaX/discussions/15#6597e83f185db94370d6bf50 for reference | {
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2,065,637,625 | https://api.github.com/repos/huggingface/datasets/issues/6560 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6560/events | [
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] | null | 2024-01-04T13:10:58Z | [] | https://github.com/huggingface/datasets/issues/6560 | NONE | null | null | null | [] | Support Video | {
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} | I_kwDODunzps57HyD5 | null | 2024-01-04T13:10:58Z | https://api.github.com/repos/huggingface/datasets/issues/6560/comments | ### Feature request
HF datasets are awesome in supporting text and images. Will be great to see such a support in videos :)
### Motivation
Video generation :)
### Your contribution
Will probably be limited to raising this feature request ;) | {
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"Hi ! The \"allenai--c4\" config doesn't exist (this naming schema comes from old versions of `datasets`)\r\n\r\nYou can load it this way instead:\r\n\r\n```python\r\nfrom datasets import load_dataset\r\ncache_dir = 'path/to/your/cache/directory'\r\ndataset = load_dataset('allenai/c4', data_files={'train': 'en/c4-t... | Latest version 2.16.1, when load dataset error occurs. ValueError: BuilderConfig 'allenai--c4' not found. Available: ['default'] | {
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} | I_kwDODunzps57FzR8 | null | 2024-01-04T07:04:48Z | https://api.github.com/repos/huggingface/datasets/issues/6559/comments | ### Describe the bug
python script is:
```
from datasets import load_dataset
cache_dir = 'path/to/your/cache/directory'
dataset = load_dataset('allenai/c4','allenai--c4', data_files={'train': 'en/c4-train.00000-of-01024.json.gz'}, split='train', use_auth_token=False, cache_dir=cache_dir)
```
the script su... | {
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2,064,885,984 | https://api.github.com/repos/huggingface/datasets/issues/6558 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6558/events | [] | null | 2024-02-21T00:38:12Z | [] | https://github.com/huggingface/datasets/issues/6558 | NONE | completed | null | null | [
"You can add \r\n\r\n```python\r\nfrom PIL import ImageFile\r\nImageFile.LOAD_TRUNCATED_IMAGES = True\r\n```\r\n\r\nafter the imports to be able to read truncated images."
] | OSError: image file is truncated (1 bytes not processed) #28323 | {
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```
---------------------------------------------------------------------------
OSError Traceback (most recent call last)
Cell In[24], line 28
23 return example
25 # Filter the dataset
26 # filtered_dataset = dataset.filter(contains_number... | {
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2,064,341,965 | https://api.github.com/repos/huggingface/datasets/issues/6557 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6557/events | [] | null | 2024-01-11T17:59:51Z | [] | https://github.com/huggingface/datasets/pull/6557 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6557). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"@lhoestq \r\nhello\r\nI think it should be defined in config.py\r\nDATASET_ README_ FIL... | Support standalone yaml | {
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2,064,018,208 | https://api.github.com/repos/huggingface/datasets/issues/6556 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6556/events | [] | null | 2024-02-12T21:57:34Z | [] | https://github.com/huggingface/datasets/pull/6556 | MEMBER | null | false | null | [
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"Fixed in dataset viewer: https://huggingface.co/datasets/multimodalart/repro_1_image\r\... | Fix imagefolder with one image | {
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e.g. for https://huggingface.co/datasets/mu... | {
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2,063,841,286 | https://api.github.com/repos/huggingface/datasets/issues/6555 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6555/events | [] | null | 2024-02-02T10:41:33Z | [] | https://github.com/huggingface/datasets/pull/6555 | MEMBER | null | false | null | [
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"As shared on slack, `HubDatasetModuleFactoryWithParquetExport` raises a `DatasetsServer... | Do not use Parquet exports if revision is passed | {
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"I don't think this bug is a thing ? Do you have some code that leads to this issue ?"
] | Parquet exports are used even if revision is passed | {
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} | I_kwDODunzps57A7Ks | null | 2024-01-03T11:32:26Z | https://api.github.com/repos/huggingface/datasets/issues/6554/comments | We should not used Parquet exports if `revision` is passed.
I think this is a regression. | {
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"I don't know My conpany conputer cannot work. but in my computer, it work?",
"Do you have a folder in your working directory called datasets?"
] | Cannot import name 'load_dataset' from .... module ‘datasets’ | {
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} | I_kwDODunzps56_h4H | null | 2024-01-03T08:18:21Z | https://api.github.com/repos/huggingface/datasets/issues/6553/comments | ### Describe the bug
use python -m pip install datasets to install
### Steps to reproduce the bug
from datasets import load_dataset
### Expected behavior
it doesn't work
### Environment info
datasets version==2.15.0
python == 3.10.12
linux version I don't know?? | {
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"This bug comes from the `huggingface_hub` library, see: https://github.com/huggingface/huggingface_hub/issues/1952\r\n\r\nA fix is provided at https://github.com/huggingface/huggingface_hub/pull/1953. Feel free to install `huggingface_hub` from this PR, or wait for it to be merged and the new version of `huggingfa... | Loading a dataset from Google Colab hangs at "Resolving data files". | {
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} | I_kwDODunzps56-UfD | null | 2024-01-03T02:18:17Z | https://api.github.com/repos/huggingface/datasets/issues/6552/comments | ### Describe the bug
Hello,
I'm trying to load a dataset from Google Colab but the process hangs at `Resolving data files`:
It is happening when the `_get_origin_metadata` definition is invoked:
```python
d... | {
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2,062,768,400 | https://api.github.com/repos/huggingface/datasets/issues/6551 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6551/events | [] | null | 2024-01-06T20:14:57Z | [] | https://github.com/huggingface/datasets/pull/6551 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6551). 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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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-01-02T18:06:18Z | https://api.github.com/repos/huggingface/datasets/issues/6551/comments | Enable parallel downloads using multiprocessing when `num_proc` is passed to `load_dataset`.
It was enabled for datasets with scripts already (if they passed lists to `dl_manager.download`) but not for no-script datasets (we pass dicts {split: [list of files]} to `dl_manager.download` for those ones).
I fixed thi... | {
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2,062,556,493 | https://api.github.com/repos/huggingface/datasets/issues/6550 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6550/events | [] | null | 2024-01-31T13:45:15Z | [] | https://github.com/huggingface/datasets/pull/6550 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6550). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Thanks @lhoestq . This is a very important fix for code to run on multiple GPUs. Otherw... | Multi gpu docs | {
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"Maybe we can add a helper message like `Maybe try again using \"hf://path/without/resolve\"` if the path contains `/resolve/` ?\r\n\r\ne.g.\r\n\r\n```\r\nFileNotFoundError: Unable to find 'hf://datasets/HuggingFaceTB/eval_data/resolve/main/eval_data_context_and_answers.json'\r\nIt looks like you used parts of the ... | Loading from hf hub with clearer error message | {
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} | I_kwDODunzps567gkj | null | 2024-01-02T13:26:34Z | https://api.github.com/repos/huggingface/datasets/issues/6549/comments | ### Feature request
Shouldn't this kinda work ?
```
Dataset.from_json("hf://datasets/HuggingFaceTB/eval_data/resolve/main/eval_data_context_and_answers.json")
```
I got an error
```
File ~/miniconda3/envs/datatrove/lib/python3.10/site-packages/datasets/data_files.py:380, in resolve_pattern(pattern, base_path, al... | {
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"It looks like a transient DNS issue. It should work fine now if you try again.\r\n\r\nThere is no parameter in load_dataset to skip failed downloads. In your case it would have skipped every single subsequent download until the DNS issue was resolved anyway."
] | Skip if a dataset has issues | {
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} | I_kwDODunzps562Riw | null | 2023-12-31T12:41:26Z | https://api.github.com/repos/huggingface/datasets/issues/6548/comments | ### Describe the bug
Hello everyone,
I'm using **load_datasets** from **huggingface** to download the datasets and I'm facing an issue, the download starts but it reaches some state and then fails with the following error:
Couldn't reach https://huggingface.co/datasets/wikimedia/wikipedia/resolve/4cb9b0d719291f1a10... | {
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2,060,789,507 | https://api.github.com/repos/huggingface/datasets/issues/6545 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6545/events | [] | null | 2024-01-09T13:06:31Z | [] | https://github.com/huggingface/datasets/issues/6545 | NONE | completed | null | null | [] | `image` column not automatically inferred if image dataset only contains 1 image | {
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} | I_kwDODunzps561ScD | null | 2023-12-30T16:17:29Z | https://api.github.com/repos/huggingface/datasets/issues/6545/comments | ### Describe the bug
By default, the standard Image Dataset maps out `file_name` to `image` when loading an Image Dataset.
However, if the dataset contains only 1 image, this does not take place
### Steps to reproduce the bug
Input
(dataset with one image `multimodalart/repro_1_image`)
```py
from data... | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2023-12-30T15:51:25Z | https://api.github.com/repos/huggingface/datasets/issues/6544/comments | We should not use the parquet export when the user is passing config_kwargs
I also fixed a regression that would disallow creating a custom config when a dataset has multiple predefined configs
fix https://github.com/huggingface/datasets/issues/6533 | {
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This could happen if users provide a relative path as `cache_dir`
fix https://github.com/huggingface/datasets/issues/6536 | {
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"Hi ! We now recommend using the `wikimedia/wikipedia` dataset, can you try loading this one instead ?\r\n\r\n```python\r\nwiki_dataset = load_dataset(\"wikimedia/wikipedia\", \"20231101.en\")\r\n```",
"This bug has been fixed in `2.16.1` thanks to https://github.com/huggingface/datasets/pull/6544, feel free to ... | Datasets : wikipedia 20220301.en error | {
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} | I_kwDODunzps56vOBv | null | 2023-12-29T08:34:51Z | https://api.github.com/repos/huggingface/datasets/issues/6542/comments | ### Describe the bug
When I used load_dataset to download this data set, the following error occurred. The main problem was that the target data did not exist.
### Steps to reproduce the bug
1.I tried downloading directly.
```python
wiki_dataset = load_dataset("wikipedia", "20220301.en")
```
An exception occurre... | {
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"This is a problem with your environment. You should be able to fix it by upgrading `numpy` based on [this](https://github.com/numpy/numpy/issues/23570) issue.",
"Bro I already update numpy package.",
"Then, this shouldn't throw an error on your machine:\r\n```python\r\nimport numpy\r\nnumpy._no_nep50_warning\r... | Dataset not loading successfully. | {
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} | I_kwDODunzps56uZmS | null | 2023-12-29T01:35:47Z | https://api.github.com/repos/huggingface/datasets/issues/6541/comments | ### Describe the bug
When I run down the below code shows this error: AttributeError: module 'numpy' has no attribute '_no_nep50_warning'
I also added this issue in transformers library please check out: [link](https://github.com/huggingface/transformers/issues/28099)
### Steps to reproduce the bug
## Reproduction
... | {
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2,058,965,157 | https://api.github.com/repos/huggingface/datasets/issues/6540 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6540/events | [] | null | 2023-12-30T15:05:48Z | [] | https://github.com/huggingface/datasets/issues/6540 | NONE | null | null | null | [
"Concatenating datasets doesn't create any indices mapping - so flattening indices is not needed (unless you shuffle the dataset).\r\nCan you share the snippet of code you are using to merge your datasets and save them to disk ?"
] | Extreme inefficiency for `save_to_disk` when merging datasets | {
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} | I_kwDODunzps56uVCl | null | 2023-12-29T00:44:35Z | https://api.github.com/repos/huggingface/datasets/issues/6540/comments | ### Describe the bug
Hi, I tried to merge in total 22M sequences of data, where each sequence is of maximum length 2000. I found that merging these datasets and then `save_to_disk` is extremely slow because of flattening the indices. Wondering if you have any suggestions or guidance on this. Thank you very much!
###... | {
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2,058,493,960 | https://api.github.com/repos/huggingface/datasets/issues/6539 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6539/events | [] | null | 2023-12-28T14:18:37Z | [] | https://github.com/huggingface/datasets/issues/6539 | NONE | null | null | null | [] | 'Repo card metadata block was not found' when loading a pragmeval dataset | {
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} | I_kwDODunzps56siAI | null | 2023-12-28T14:18:25Z | https://api.github.com/repos/huggingface/datasets/issues/6539/comments | ### Describe the bug
I can't load dataset subsets of 'pragmeval'.
The funny thing is I ran the dataset author's [colab notebook](https://colab.research.google.com/drive/1sg--LF4z7XR1wxAOfp0-3d4J6kQ9nj_A?usp=sharing) and it works just fine. I tried to install exactly the same packages that are installed on colab usi... | {
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2,057,377,630 | https://api.github.com/repos/huggingface/datasets/issues/6538 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6538/events | [] | null | 2024-01-03T10:06:47Z | [] | https://github.com/huggingface/datasets/issues/6538 | NONE | completed | null | null | [
"Hi ! Are you sure you have `datasets` 2.16 ? I just checked and on 2.16 I can run `from datasets.arrow_writer import SchemaInferenceError` without error",
"I have the same issue - using with datasets version 2.16.1. Also this is on a kaggle notebook - other people with the same issue also seem to be having it on... | ImportError: cannot import name 'SchemaInferenceError' from 'datasets.arrow_writer' (/opt/conda/lib/python3.10/site-packages/datasets/arrow_writer.py) | {
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} | I_kwDODunzps56oRde | null | 2023-12-27T13:31:16Z | https://api.github.com/repos/huggingface/datasets/issues/6538/comments | ### Describe the bug
While importing from packages getting the error
Code:
```
import os
import torch
from datasets import load_dataset, Dataset
from transformers import (
AutoModelForCausalLM,
AutoTokenizer,
BitsAndBytesConfig,
HfArgumentParser,
TrainingArguments,
pipeline,
... | {
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2,057,132,173 | https://api.github.com/repos/huggingface/datasets/issues/6537 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6537/events | [
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"Related to #3113 ",
"Conceptually, we can use xarray to load the netCDF file, then xarray -> pandas -> pyarrow.",
"I'd still need to verify that such a conversion would be lossless, especially for multi-dimensional data."
] | Adding support for netCDF (*.nc) files | {
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} | I_kwDODunzps56nViN | null | 2023-12-27T09:27:29Z | https://api.github.com/repos/huggingface/datasets/issues/6537/comments | ### Feature request
netCDF (*.nc) is a file format for storing multidimensional scientific data, which is used by packages like `xarray` (labelled multi-dimensional arrays in Python). It would be nice to have native support for netCDF in `datasets`.
### Motivation
When uploading *.nc files onto Huggingface Hub throu... | {
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2,056,863,239 | https://api.github.com/repos/huggingface/datasets/issues/6536 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6536/events | [] | null | 2023-12-30T18:58:04Z | [
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"Hi ! Thanks for reporting\r\n\r\nThis is a bug in 2.16.0 for some datasets when `cache_dir` is a relative path. I opened https://github.com/huggingface/datasets/pull/6543 to fix this",
"We just released 2.16.1 with a fix:\r\n\r\n```\r\npip install -U datasets\r\n```"
] | datasets.load_dataset raises FileNotFoundError for datasets==2.16.0 | {
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} | I_kwDODunzps56mT4H | null | 2023-12-27T03:15:48Z | https://api.github.com/repos/huggingface/datasets/issues/6536/comments | ### Describe the bug
Seems `datasets.load_dataset` raises FileNotFoundError for some hub datasets with the latest `datasets==2.16.0`
### Steps to reproduce the bug
For example `pip install datasets==2.16.0`
then
```python
import datasets
datasets.load_dataset("wentingzhao/anthropic-hh-first-prompt", cache_di... | {
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2,056,264,339 | https://api.github.com/repos/huggingface/datasets/issues/6535 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6535/events | [] | null | 2024-02-05T08:42:31Z | [] | https://github.com/huggingface/datasets/issues/6535 | NONE | null | null | null | [
"@sabman @pvl @kashif @vigsterkr ",
"This is surely the same issue as https://discuss.huggingface.co/t/indexerror-invalid-key-16-is-out-of-bounds-for-size-0/14298/25 that comes from the `transformers` `Trainer`. You should add `remove_unused_columns=False` to `TrainingArguments`\r\n\r\nAlso check your logs: the `... | IndexError: Invalid key: 47682 is out of bounds for size 0 while using PEFT | {
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} | I_kwDODunzps56kBqT | null | 2023-12-26T10:14:33Z | https://api.github.com/repos/huggingface/datasets/issues/6535/comments | ### Describe the bug
I am trying to fine-tune the t5 model on the paraphrasing task. While running the same code without-
model = get_peft_model(model, config)
the model trains without any issues. However, using the model returned from get_peft_model raises the following error due to datasets-
IndexError: Inv... | {
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2,056,002,548 | https://api.github.com/repos/huggingface/datasets/issues/6534 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6534/events | [] | null | 2023-12-26T06:31:16Z | [] | https://github.com/huggingface/datasets/issues/6534 | CONTRIBUTOR | null | null | null | [
"@albertvillanova"
] | How to configure multiple folders in the same zip package | {
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} | I_kwDODunzps56jBv0 | null | 2023-12-26T03:56:20Z | https://api.github.com/repos/huggingface/datasets/issues/6534/comments | How should I write "config" in readme when all the data, such as train test, is in a zip file
train floder and test floder in data.zip | {
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2,055,929,101 | https://api.github.com/repos/huggingface/datasets/issues/6533 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6533/events | [] | null | 2023-12-30T18:58:21Z | [
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"Hi ! Thanks for reporting. I opened https://github.com/huggingface/datasets/pull/6544 to fix this",
"We just released 2.16.1 with a fix:\r\n\r\n```\r\npip install -U datasets\r\n```"
] | ted_talks_iwslt | Error: Config name is missing | {
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} | I_kwDODunzps56iv0N | null | 2023-12-26T00:38:18Z | https://api.github.com/repos/huggingface/datasets/issues/6533/comments | ### Describe the bug
Running load_dataset using the newest `datasets` library like below on the ted_talks_iwslt using year pair data will throw an error "Config name is missing"
see also:
https://huggingface.co/datasets/ted_talks_iwslt/discussions/3
likely caused by #6493, where the `and not config_kwargs` part... | {
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2,055,631,201 | https://api.github.com/repos/huggingface/datasets/issues/6532 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6532/events | [
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"You can simply use a python dict as index:\r\n\r\n```python\r\n>>> from datasets import load_dataset\r\n>>> ds = load_dataset(\"BeIR/dbpedia-entity\", \"corpus\", split=\"corpus\")\r\n>>> index = {key: idx for idx, key in enumerate(ds[\"_id\"])}\r\n>>> ds[index[\"<dbpedia:Pikachu>\"]]\r\n{'_id': '<dbpedia:Pikachu>... | [Feature request] Indexing datasets by a customly-defined id field to enable random access dataset items via the id | {
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} | I_kwDODunzps56hnFh | null | 2023-12-25T11:37:10Z | https://api.github.com/repos/huggingface/datasets/issues/6532/comments | ### Feature request
Some datasets may contain an id-like field, for example the `id` field in [wikimedia/wikipedia](https://huggingface.co/datasets/wikimedia/wikipedia) and the `_id` field in [BeIR/dbpedia-entity](https://huggingface.co/datasets/BeIR/dbpedia-entity). HF datasets support efficient random access via r... | {
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2,055,201,605 | https://api.github.com/repos/huggingface/datasets/issues/6531 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6531/events | [] | null | 2024-03-08T19:29:25Z | [] | https://github.com/huggingface/datasets/pull/6531 | CONTRIBUTOR | null | false | null | [
"Hi ! thanks for adding polars support :)\r\n\r\nYou added from_polars in arrow_dataset.py but not to_polars, is this on purpose ?\r\n\r\nAlso no need to touch table.py imo, which is for arrow-only logic (tables are just wrappers of pyarrow.Table with the exact same methods + optimization to existing methods + sepa... | Add polars compatibility | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2023-12-24T20:03:23Z | https://api.github.com/repos/huggingface/datasets/issues/6531/comments | Hey there,
I've just finished adding support to convert and format to `polars.DataFrame`. This was in response to the open issue about integrating Polars [#3334](https://github.com/huggingface/datasets/issues/3334). Datasets can be switched to Polars format via `Dataset.set_format("polars")`. I've also included `to_... | {
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2,054,817,609 | https://api.github.com/repos/huggingface/datasets/issues/6530 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6530/events | [] | null | 2023-12-24T09:40:30Z | [] | https://github.com/huggingface/datasets/issues/6530 | NONE | null | null | null | [
"I solved it with `train_dataset.with_format(None)`\r\nBut then faced some more issues (which i later solved too).\r\n\r\nHuggingface does not seem to care, so I do. Here is an updated training script which saves a pre-processed (mapped) dataset to your local directory if you specify `--save_precomputed_data_dir=DI... | Impossible to save a mapped dataset to disk | {
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} | I_kwDODunzps56egdJ | null | 2023-12-23T15:18:27Z | https://api.github.com/repos/huggingface/datasets/issues/6530/comments | ### Describe the bug
I want to play around with different hyperparameters when training but don't want to re-map my dataset with 3 million samples each time for tens of hours when I [fully fine-tune SDXL](https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/train_text_to_image_sdxl.py).
After... | {
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"The only way right now is to load with streaming=True",
"This feature has been proposed for a long time. I'm looking forward to the implementation. On clusters `streaming=True` is not an option since we do not have Internet on compute nodes. See: https://github.com/huggingface/datasets/discussions/1896#discussio... | Impossible to only download a test split | {
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} | I_kwDODunzps56cL-p | null | 2023-12-22T16:56:32Z | https://api.github.com/repos/huggingface/datasets/issues/6529/comments | I've spent a significant amount of time trying to locate the split object inside my _split_generators() custom function.
Then after diving [in the code](https://github.com/huggingface/datasets/blob/5ff3670c18ed34fa8ddfa70a9aa403ae6cc9ad54/src/datasets/load.py#L2558) I realized that `download_and_prepare` is executed b... | {
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2,053,996,494 | https://api.github.com/repos/huggingface/datasets/issues/6528 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6528/events | [] | null | 2023-12-22T14:31:42Z | [] | https://github.com/huggingface/datasets/pull/6528 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6528). 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>... | set dev version | {
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2,053,966,748 | https://api.github.com/repos/huggingface/datasets/issues/6527 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6527/events | [] | null | 2023-12-22T14:24:12Z | [] | https://github.com/huggingface/datasets/pull/6527 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6527). 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>... | Release: 2.16.0 | {
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2,053,726,451 | https://api.github.com/repos/huggingface/datasets/issues/6526 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6526/events | [] | null | 2023-12-22T11:42:22Z | [] | https://github.com/huggingface/datasets/pull/6526 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6526). 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>... | Preserve order of configs and splits when using Parquet exports | {
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Fix #6521. | {
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2,053,119,357 | https://api.github.com/repos/huggingface/datasets/issues/6525 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6525/events | [] | null | 2024-01-11T06:34:51Z | [] | https://github.com/huggingface/datasets/pull/6525 | MEMBER | null | true | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6525). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"closing in favor of other ideas that would not involve any typing"
] | BBox type | {
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} | 2023-12-21T22:13:27Z | https://api.github.com/repos/huggingface/datasets/issues/6525/comments | see [internal discussion](https://huggingface.slack.com/archives/C02EK7C3SHW/p1703097195609209)
Draft to get some feedback on a possible `BBox` feature type that can be used to get object detection bounding boxes data in one format or another.
```python
>>> from datasets import load_dataset, BBox
>>> ds = load_... | {
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2,053,076,311 | https://api.github.com/repos/huggingface/datasets/issues/6524 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6524/events | [] | null | 2023-12-22T09:17:05Z | [
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"Hello @FelixLabelle,\r\n\r\nAs you can see in the Community tab of the corresponding dataset, it is a known issue: https://huggingface.co/datasets/EleutherAI/pile/discussions/15\r\n\r\nThe data has been taken down due to reported copyright infringement.\r\n\r\nFeel free to continue the discussion there."
] | Streaming the Pile: Missing Files | {
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} | I_kwDODunzps56X3VX | null | 2023-12-21T21:25:09Z | https://api.github.com/repos/huggingface/datasets/issues/6524/comments | ### Describe the bug
The pile does not stream, a "File not Found error" is returned. It looks like the Pile's files have been moved.
### Steps to reproduce the bug
To reproduce run the following code:
```
from datasets import load_dataset
dataset = load_dataset('EleutherAI/pile', 'en', split='train', streamin... | {
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2,052,643,484 | https://api.github.com/repos/huggingface/datasets/issues/6523 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6523/events | [] | null | 2023-12-21T15:56:54Z | [] | https://github.com/huggingface/datasets/pull/6523 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6523). 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 tests | {
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2,052,332,528 | https://api.github.com/repos/huggingface/datasets/issues/6522 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6522/events | [] | null | 2023-12-21T13:24:31Z | [] | https://github.com/huggingface/datasets/issues/6522 | NONE | null | null | null | [] | Loading HF Hub Dataset (private org repo) fails to load all features | {
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} | I_kwDODunzps56VBvw | null | 2023-12-21T12:26:35Z | https://api.github.com/repos/huggingface/datasets/issues/6522/comments | ### Describe the bug
When pushing a `Dataset` with multiple `Features` (`input`, `output`, `tags`) to Huggingface Hub (private org repo), and later downloading the `Dataset`, only `input` and `output` load - I believe the expected behavior is for all `Features` to be loaded by default?
### Steps to reproduce the ... | {
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2,052,229,538 | https://api.github.com/repos/huggingface/datasets/issues/6521 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6521/events | [
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"After investigation, I think the issue was introduced by the use of the Parquet export:\r\n- #6448\r\n\r\nI am proposing a fix.\r\n\r\nCC: @lhoestq "
] | The order of the splits is not preserved | {
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} | I_kwDODunzps56Uomi | null | 2023-12-21T11:17:27Z | https://api.github.com/repos/huggingface/datasets/issues/6521/comments | We had a regression and the order of the splits is not preserved. They are alphabetically sorted, instead of preserving original "train", "validation", "test" order.
Check: In branch "main"
```python
In [9]: dataset = load_dataset("adversarial_qa", '"adversarialQA")
In [10]: dataset
Out[10]:
DatasetDict({
... | {
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2,052,059,078 | https://api.github.com/repos/huggingface/datasets/issues/6520 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6520/events | [] | null | 2023-12-21T14:49:47Z | [] | https://github.com/huggingface/datasets/pull/6520 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6520). 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>... | Support commit_description parameter in push_to_hub | {
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CC: @Wauplin | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6519). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"nice catch @albertvillanova ",
"@huggingface/datasets this PR is ready for review.",
... | Support push_to_hub canonical datasets | {
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This is necessary in the Space to convert script-datasets to Parquet: https://huggingface.co/spaces/albertvillanova/convert-dataset-to-parquet
Note that before this PR, the `repo_id` "dataset_name" was transformed to "user/dataset_name". This behavior was introduced by:
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"hello!\r\n@albertvillanova \r\nThank you very much for your recognition。\r\nWhen can t... | fix get_metadata_patterns function args error | {
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} | I_kwDODunzps56Ml90 | null | 2023-12-20T08:56:44Z | https://api.github.com/repos/huggingface/datasets/issues/6517/comments | https://github.com/huggingface/datasets/blob/3f149204a2a5948287adcade5e90707aa5207a92/src/datasets/load.py#L1240C1-L1240C69
metadata_patterns = get_metadata_patterns(base_path, download_config=self.download_config) | {
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This way we will have our CI green when testing `huggingface-hub` release candidates. See: https://github.com/huggingface/datasets/tree/ci-test-huggingface-hub-v0.20.0.rc1
Close #6513. | {
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"it's hard to tell if this works as expected without a test but i guess it's not trivial... | Cache backward compatibility with 2.15.0 | {
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It takes into account the changes in cache from
- https://github.com/huggingface/datasets/pull/6493: switch to `config/version/commit_sha` schema
- https://github.com/huggingface/datasets/pull/6454: fix `DataFilesDict` keys ordering when hashing
requires https://github.com/huggin... | {
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We need to merge:
- #6510
- #6512
- #6516 | {
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"@huggingface/datasets, this PR is ready for review.",
"<details>\n<summary>Show bench... | Implement get dataset default config name | {
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Now that we support setting a configuration as default in `push_to_hub` (see #6500), we need a programmatically way to know in advance which is the default configuration. This will be used in the Space to convert script-datasets to Parquet: https://huggingface.co/spaces/a... | {
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"CI errors are unrelated to the changes, so I'm merging.",
"<details>\n<summary>Show b... | Replace `list_files_info` with `list_repo_tree` in `push_to_hub` | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2023-12-18T13:57:24Z | https://api.github.com/repos/huggingface/datasets/issues/6509/comments | I want to improve the error message for datasets like https://huggingface.co/datasets/m-a-p/COIG-CQIA
Cc @albertvillanova @severo is this new error ok ? Or should I use a dedicated error class ?
New:
```python
Traceback (most recent call last):
File "/Users/quentinlhoest/hf/datasets/src/datasets/builder.py... | {
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2,045,733,273 | https://api.github.com/repos/huggingface/datasets/issues/6508 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6508/events | [] | null | 2024-01-26T18:22:35Z | [] | https://github.com/huggingface/datasets/pull/6508 | CONTRIBUTOR | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6508). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Cool ! Do you mind writing a test using a geoparquet file in `tests/io/test_parquet.py`... | Read GeoParquet files using parquet reader | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2023-12-18T04:50:37Z | https://api.github.com/repos/huggingface/datasets/issues/6508/comments | Let GeoParquet files with the file extension `*.geoparquet` or `*.gpq` be readable by the default parquet reader.
Those two file extensions are the ones most commonly used for GeoParquet files, and is included in the `gpq` validator tool at https://github.com/planetlabs/gpq/blob/e5576b4ee7306b4d2259d56c879465a9364da... | {
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2,045,152,928 | https://api.github.com/repos/huggingface/datasets/issues/6507 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6507/events | [] | null | 2023-12-18T11:42:49Z | [] | https://github.com/huggingface/datasets/issues/6507 | NONE | not_planned | null | null | [] | where is glue_metric.py> @Frankie123421 what was the resolution to this? | {
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} | I_kwDODunzps555o6g | null | 2023-12-17T09:58:25Z | https://api.github.com/repos/huggingface/datasets/issues/6507/comments | > @Frankie123421 what was the resolution to this?
use glue_metric.py instead of glue.py in load_metric
_Originally posted by @Frankie123421 in https://github.com/huggingface/datasets/issues/2117#issuecomment-905093763_
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2,044,975,038 | https://api.github.com/repos/huggingface/datasets/issues/6506 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6506/events | [] | null | 2023-12-21T09:57:57Z | [] | https://github.com/huggingface/datasets/issues/6506 | NONE | completed | null | null | [
"As this is a specific issue of the \"glue\" dataset, I have transferred it to the dataset Discussion page: https://huggingface.co/datasets/glue/discussions/15\r\n\r\nLet's continue the discussion there!"
] | Incorrect test set labels for RTE and CoLA datasets via load_dataset | {
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} | I_kwDODunzps5549e- | null | 2023-12-16T22:06:08Z | https://api.github.com/repos/huggingface/datasets/issues/6506/comments | ### Describe the bug
The test set labels for the RTE and CoLA datasets when loading via datasets load_dataset are all -1.
Edit: It appears this is also the case for every other dataset except for MRPC (stsb, sst2, qqp, mnli (both matched and mismatched), qnli, wnli, ax). Is this intended behavior to safeguard the t... | {
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2,044,721,288 | https://api.github.com/repos/huggingface/datasets/issues/6505 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6505/events | [] | null | 2024-05-10T05:01:52Z | [] | https://github.com/huggingface/datasets/issues/6505 | NONE | null | null | null | [
"I ran into the same problem when I used a server cluster (Slurm system managed) that couldn't load any of the huggingface datasets or models, but it worked on my laptop. I suspected some system configuration-related problem, but I had no idea. \r\nMy problems are consistent with [issue #2618](https://github.com/hu... | Got stuck when I trying to load a dataset | {
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} | I_kwDODunzps553_iI | null | 2023-12-16T11:51:07Z | https://api.github.com/repos/huggingface/datasets/issues/6505/comments | ### Describe the bug
Hello, everyone. I met a problem when I am trying to load a data file using load_dataset method on a Debian 10 system. The data file is not very large, only 1.63MB with 600 records.
Here is my code:
from datasets import load_dataset
dataset = load_dataset('json', data_files='mypath/oaast_r... | {
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2,044,541,154 | https://api.github.com/repos/huggingface/datasets/issues/6504 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6504/events | [] | null | 2023-12-16T06:20:53Z | [] | https://github.com/huggingface/datasets/issues/6504 | NONE | completed | null | null | [] | Error Pushing to Hub | {
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} | I_kwDODunzps553Tji | null | 2023-12-16T01:05:22Z | https://api.github.com/repos/huggingface/datasets/issues/6504/comments | ### Describe the bug
Error when trying to push a dataset in a special format to hub
### Steps to reproduce the bug
```
import datasets
from datasets import Dataset
dataset_dict = {
"filename": ["apple", "banana"],
"token": [[[1,2],[3,4]],[[1,2],[3,4]]],
"label": [0, 1],
}
dataset = Dataset.from_d... | {
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2,043,847,591 | https://api.github.com/repos/huggingface/datasets/issues/6503 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6503/events | [] | null | 2023-12-15T14:51:06Z | [] | https://github.com/huggingface/datasets/pull/6503 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6503). 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 streaming xnli | {
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```python
In [1]: from datasets import load_dataset
In [2]:
...: ds = load_dataset("xnli", "all_languages", split="test", streaming=True)
...:
...: sample_data = next(iter(ds))["premise"] # pick up one data
...: input_text = list(sample_data.valu... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6502). 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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2,043,377,240 | https://api.github.com/repos/huggingface/datasets/issues/6501 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6501/events | [] | null | 2023-12-15T10:10:21Z | [] | https://github.com/huggingface/datasets/issues/6501 | NONE | null | null | null | [] | OverflowError: value too large to convert to int32_t | {
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} | I_kwDODunzps55y3ZY | null | 2023-12-15T10:10:21Z | https://api.github.com/repos/huggingface/datasets/issues/6501/comments | ### Describe the bug
### Steps to reproduce the bug
just loading datasets
### Expected behavior
how can I fix it
### Environment info
pip install /mnt/cluster/zhangfan/study_info/LLaMA-Factory/peft-0.6.0-py3... | {
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2,043,258,633 | https://api.github.com/repos/huggingface/datasets/issues/6500 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6500/events | [] | null | 2023-12-18T11:56:11Z | [] | https://github.com/huggingface/datasets/pull/6500 | MEMBER | null | false | null | [
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"This is ready for review @huggingface/datasets. ",
"Also what if the config is being ... | Enable setting config as default when push_to_hub | {
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2,043,166,976 | https://api.github.com/repos/huggingface/datasets/issues/6499 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6499/events | [] | null | 2023-12-15T11:48:47Z | [] | https://github.com/huggingface/datasets/pull/6499 | CONTRIBUTOR | null | false | null | [
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | docs: add reference Git over SSH | {
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"> I was just thinking: what if the user does not pass a config name and the dataset has... | Fallback on dataset script if user wants to load default config | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2023-12-14T16:46:01Z | https://api.github.com/repos/huggingface/datasets/issues/6498/comments | Right now this code is failing on `main`:
```python
load_dataset("openbookqa")
```
This is because it tries to load the dataset from the Parquet export but the dataset has multiple configurations and the Parquet export doesn't know which one is the default one.
I fixed this by simply falling back on using th... | {
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"following_url": "https://api.github.com/users/albertvillanova/following{/o... | https://github.com/huggingface/datasets/issues/6497 | MEMBER | completed | null | null | [] | Support setting a default config name in push_to_hub | {
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} | I_kwDODunzps55tlwi | null | 2023-12-14T15:59:03Z | https://api.github.com/repos/huggingface/datasets/issues/6497/comments | In order to convert script-datasets to no-script datasets, we need to support setting a default config name for those scripts that set one. | {
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"I transferred from datasets-server, since the issue is more about `datasets` and the integration with `huggingface_hub`."
] | Error when writing a dataset to HF Hub: A commit has happened since. Please refresh and try again. | {
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} | I_kwDODunzps55sC6K | null | 2023-12-14T11:24:54Z | https://api.github.com/repos/huggingface/datasets/issues/6496/comments | **Describe the bug**
Getting a `412 Client Error: Precondition Failed` when trying to write a dataset to the HF hub.
```
huggingface_hub.utils._errors.HfHubHTTPError: 412 Client Error: Precondition Failed for url: https://huggingface.co/api/datasets/GLorr/test-dask/commit/main (Request ID: Root=1-657ae26f-3bd92b... | {
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