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https://api.github.com/repos/huggingface/datasets/issues/6611
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2,096,004,858
I_kwDODunzps587n76
6,611
`load_from_disk` with large dataset from S3 runs into `botocore.exceptions.ClientError`
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2024-01-23T12:37:57Z
2024-01-23T12:37:57Z
null
NONE
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### Describe the bug When loading a large dataset (>1000GB) from S3 I run into the following error: ``` Traceback (most recent call last): File "/home/alp/.local/lib/python3.10/site-packages/s3fs/core.py", line 113, in _error_wrapper return await func(*args, **kwargs) File "/home/alp/.local/lib/python3....
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2,095,643,711
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6,610
cast_column to Sequence(subfeatures_dict) has err
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[ "Hi! You are passing the wrong feature type to `cast_column`. This is the fixed call:\r\n```python\r\nais_dataset = ais_dataset.cast_column(\"my_labeled_bbox\", {\"bbox\": Sequence(Value(dtype=\"int64\")), \"label\": ClassLabel(names=[\"cat\", \"dog\"])})\r\n```", "> Hi! You are passing the wrong feature type to ...
2024-01-23T09:32:32Z
2024-01-25T02:15:23Z
2024-01-25T02:15:23Z
NONE
null
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### Describe the bug I am working with the following demo code: ``` from datasets import load_dataset from datasets.features import Sequence, Value, ClassLabel, Features ais_dataset = load_dataset("/data/ryan.gao/ais_dataset_cache/raw/1978/") ais_dataset = ais_dataset["train"] def add_class(example): ...
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2,095,085,650
I_kwDODunzps584HhS
6,609
Wrong path for cache directory in offline mode
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[ "+1", "same error in 2.16.1", "@kongjiellx any luck with the issue?", "I opened https://github.com/huggingface/datasets/pull/6632 to fix this issue. Once it's merged we'll do a new release of `datasets`", "Thanks @lhoestq !" ]
2024-01-23T01:47:19Z
2024-02-06T17:21:25Z
2024-02-06T17:21:25Z
NONE
null
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### Describe the bug Dear huggingfacers, I'm trying to use a subset of the-stack dataset. When I run the command the first time ``` dataset = load_dataset( path='bigcode/the-stack', data_dir='data/fortran', split='train' ) ``` It downloads the files and caches them normally. Nevertheless, ...
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6,608
Add `with_rank` param to `Dataset.filter`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6608). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-22T15:19:16Z
2024-01-29T16:43:11Z
2024-01-29T16:36:53Z
COLLABORATOR
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Fix #6564
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6,607
Update features.py to avoid bfloat16 unsupported error
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[ "I think not all torch tensors should be converted to float, what if it's a tensor of integers for example ?\r\nMaybe you can check for the tensor dtype before converting", "@lhoestq Please could this be merged? 🙏", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show up...
2024-01-20T00:39:44Z
2024-05-17T09:46:29Z
2024-05-17T09:40:13Z
CONTRIBUTOR
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Fixes https://github.com/huggingface/datasets/issues/6566 Let me know if there's any tests I need to clear.
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6,606
Dedicated RNG object for fingerprinting
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2024-01-19T18:34:47Z
2024-01-26T15:11:38Z
2024-01-26T15:05:34Z
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Closes https://github.com/huggingface/datasets/issues/6604, closes https://github.com/huggingface/datasets/issues/2775
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ELI5 no longer available, but referenced in example code
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[ "Addressed in https://github.com/huggingface/transformers/pull/28715." ]
2024-01-19T10:21:52Z
2024-02-01T17:58:23Z
2024-02-01T17:58:22Z
NONE
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Here, an example code is given: https://huggingface.co/docs/transformers/tasks/language_modeling This code + article references the ELI5 dataset. ELI5 is no longer available, as the ELI5 dataset page states: https://huggingface.co/datasets/eli5 "Defunct: Dataset "eli5" is defunct and no longer accessible due to u...
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6,604
Transform fingerprint collisions due to setting fixed random seed
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[ "I've opened a PR with a fix.", "I don't think the PR fixes the root cause, since it still relies on the `random` library which will often have its seed fixed. I think the builtin `uuid.uuid4()` is a better choice: https://docs.python.org/3/library/uuid.html" ]
2024-01-19T06:32:25Z
2024-01-26T15:05:35Z
2024-01-26T15:05:35Z
NONE
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### Describe the bug The transform fingerprinting logic relies on the `random` library for random bits when the function is not hashable (e.g. bound methods as used in `trl`: https://github.com/huggingface/trl/blob/main/trl/trainer/dpo_trainer.py#L356). This causes collisions when the training code sets a fixed random...
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I_kwDODunzps58hyGu
6,603
datasets map `cache_file_name` does not work
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[ "Unfortunately, I'm unable to reproduce this error. Can you share the reproducer?", "```\r\nds = datasets.Dataset.from_dict(dict(a=[i for i in range(100)]))\r\nds.map(lambda item: dict(b=item['a'] * 2), cache_file_name=\"/tmp/whatever-fn\") # this worked\r\nds.map(lambda item: dict(b=item['a'] * 2), cache_file_na...
2024-01-18T23:08:30Z
2024-01-28T04:01:15Z
null
NONE
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### Describe the bug In the documentation `datasets.Dataset.map` arg `cache_file_name` is said to be a string, but it doesn't work. ### Steps to reproduce the bug 1. pick a dataset 2. write a map function 3. do `ds.map(..., cache_file_name='some_filename')` 4. it crashes ### Expected behavior It will tell you t...
null
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2,089,217,483
I_kwDODunzps58hu3L
6,602
Index error when data is large
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[ "I'm facing this problem while doing my translation of [mteb/stackexchange-clustering](https://huggingface.co/datasets/mteb/stackexchange-clustering). each row has lots of samples (up to 100k samples), because in this dataset, each row represent multiple clusters.\nmy hack is to setting `max_shard_size` to 20Gb or ...
2024-01-18T23:00:47Z
2025-04-16T04:13:01Z
null
NONE
null
null
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null
### Describe the bug At `save_to_disk` step, the `max_shard_size` by default is `500MB`. However, one row of the dataset might be larger than `500MB` then the saving will throw an index error. Without looking at the source code, the bug is due to wrong calculation of number of shards which i think is `total_size / m...
null
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6,601
add safety checks when using only part of dataset
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[ "Hi ! The metrics in `datasets` are deprecated in favor of https://github.com/huggingface/evaluate\r\n\r\nYou can open a PR here instead: https://huggingface.co/spaces/evaluate-metric/squad_v2/tree/main" ]
2024-01-18T16:16:59Z
2024-02-08T14:33:10Z
null
NONE
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0
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Added some checks to prevent errors that arrise when using evaluate.py on only a portion of the squad 2.0 dataset.
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2,088,446,385
I_kwDODunzps58eymx
6,600
Loading CSV exported dataset has unexpected format
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[ "Hi! Parquet is the only format that supports complex/nested features such as `Translation`. So, this should work:\r\n```python\r\ntest_dataset = load_dataset(\"opus100\", name=\"en-fr\", split=\"test\")\r\n\r\n# Save with .to_parquet()\r\ntest_parquet_path = \"try_testset_save.parquet\"\r\ntest_dataset.to_parquet(...
2024-01-18T14:48:27Z
2024-01-23T14:42:32Z
null
NONE
null
null
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### Describe the bug I wanted to be able to save a HF dataset for translations and load it again in another script, but I'm a bit confused with the documentation and the result I've got so I'm opening this issue to ask if this behavior is as expected. ### Steps to reproduce the bug The documentation I've mainly cons...
null
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2,086,684,664
I_kwDODunzps58YEf4
6,599
Easy way to segment into 30s snippets given an m4a file and a vtt file
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[ "Hi! Non-generic data processing is out of this library's scope, so it's downstream libraries/users' responsibility to implement such logic.", "That's fair. Thanks" ]
2024-01-17T17:51:40Z
2024-01-23T10:42:17Z
2024-01-22T15:35:49Z
NONE
null
null
null
null
### Feature request Uploading datasets is straightforward thanks to the ability to push Audio to hub. However, it would be nice if the data (text and audio) could be segmented when being pushed (if not possible already). ### Motivation It's easy to create a vtt file from an audio file. If there could be auto-segment...
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2,084,236,605
I_kwDODunzps58Ou09
6,598
Unexpected keyword argument 'hf' when downloading CSV dataset from S3
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[ "I am facing similar issue while reading a csv file from s3. Wondering if somebody has found a workaround. ", "same thing happened to other formats like parquet", "I am facing similar issue while reading a parquet file from s3.\r\ni try with every version between 2.14 to 2.16.1 but it dosen't work ", "Re-def...
2024-01-16T15:16:01Z
2025-01-31T15:35:33Z
2024-07-23T14:30:10Z
NONE
null
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### Describe the bug I receive this error message when using `load_dataset` with "csv" path and `dataset_files=s3://...`: ``` TypeError: Session.__init__() got an unexpected keyword argument 'hf' ``` I found a similar issue here: https://stackoverflow.com/questions/77596258/aws-issue-load-dataset-from-s3-fails-w...
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6,597
Dataset.push_to_hub of a canonical dataset creates an additional dataset under the user namespace
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[ "It is caused by these code lines: https://github.com/huggingface/datasets/blob/9d6d16117a30ba345b0236407975f701c5b288d4/src/datasets/dataset_dict.py#L1688-L1694", "Also note the information in the docstring: https://github.com/huggingface/datasets/blob/9d6d16117a30ba345b0236407975f701c5b288d4/src/datasets/datase...
2024-01-16T11:27:07Z
2024-02-05T12:29:37Z
2024-02-05T12:29:37Z
MEMBER
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While using `Dataset.push_to_hub` of a canonical dataset, an additional dataset was created under my user namespace. ## Steps to reproduce the bug The command: ```python commit_info = ds.push_to_hub( "caner", config_name="default", commit_message="Convert dataset to Parquet", commit_descriptio...
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6,596
Drop redundant None guard.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6596). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-16T06:31:54Z
2024-01-16T17:16:16Z
2024-01-16T17:05:52Z
CONTRIBUTOR
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`xxx if xxx is not None else None` is no-op.
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Loading big dataset raises pyarrow.lib.ArrowNotImplementedError 2
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[ "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\"...
2024-01-16T02:03:09Z
2024-01-27T18:26:33Z
2024-01-26T02:28:32Z
NONE
null
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### 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
I_kwDODunzps58JDdz
6,594
IterableDataset sharding logic needs improvement
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[ "I do not know is it the same probelm as mine. I think the num_workers should a value of process number for one dataloader mapped to one card, or the total number of processes for all multiple cards. \r\nbut when I set the num_workers larger then the count of training split files, it will report num_workers ...
2024-01-15T22:22:36Z
2025-11-10T14:55:20Z
null
NONE
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### 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...
null
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I_kwDODunzps58Hw8R
6,592
Logs are delayed when doing .map when `docker logs`
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[ "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." ]
2024-01-15T17:05:21Z
2024-02-12T17:35:21Z
2024-02-12T17:35:21Z
NONE
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### 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
I_kwDODunzps58HpTN
6,591
The datasets models housed in Dropbox can't support a lot of users downloading them
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[ "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." ]
2024-01-15T16:43:38Z
2024-01-22T23:18:09Z
2024-01-22T23:18:09Z
NONE
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### 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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Feature request: Multi-GPU dataset mapping for SDXL training
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2024-01-15T13:06:06Z
2024-01-15T13:07:07Z
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### 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
I_kwDODunzps58DwMb
6,589
After `2.16.0` version, there are `PermissionError` when users use shared cache_dir
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[ "We'll do a new release of `datasets` in the coming days with a fix !", "@lhoestq Thank you very much!" ]
2024-01-15T06:46:27Z
2024-02-02T07:55:38Z
2024-01-30T15:28:38Z
NONE
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### 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
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6,588
fix os.listdir return name is empty string
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2024-01-15T05:34:36Z
2024-01-24T10:08:29Z
2024-01-24T10:08:29Z
CONTRIBUTOR
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### 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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Allow concatenation of datasets with mixed structs
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[ "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<...
2024-01-13T15:33:20Z
2024-02-15T15:20:06Z
2024-02-08T14:38:32Z
CONTRIBUTOR
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Fixes #6466 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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keep more info in DatasetInfo.from_merge #6585
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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...
2024-01-12T16:08:16Z
2024-01-26T15:59:35Z
2024-01-26T15:53:28Z
CONTRIBUTOR
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* try not to merge DatasetInfos if they're equal * fixes losing DatasetInfo during parallel Dataset.map
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losing DatasetInfo in Dataset.map when num_proc > 1
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[ "Hi ! This issue comes from the fact that `map()` with `num_proc>1` shards the dataset in multiple chunks to be processed (one per process) and merges them. The DatasetInfos of each chunk are then merged together, but for some fields like `dataset_name` it's not been implemented and default to None.\r\n\r\nThe Data...
2024-01-12T13:39:19Z
2024-01-12T14:08:24Z
null
CONTRIBUTOR
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### Describe the bug Hello and thanks for developing this package! When I process a Dataset with the map function using multiple processors some set attributes of the DatasetInfo get lost and are None in the resulting Dataset. ### Steps to reproduce the bug ```python from datasets import Dataset, DatasetInfo...
null
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np.fromfile not supported
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[ "@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 ^^...
2024-01-12T09:46:17Z
2024-01-15T05:20:50Z
null
CONTRIBUTOR
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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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remove eli5 test
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2024-01-11T16:05:20Z
2024-01-11T16:15:34Z
2024-01-11T16:09:24Z
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since the dataset is defunct
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Fix for Incorrect ex_iterable used with multi num_worker
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[ "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...
2024-01-11T08:49:43Z
2024-03-01T19:09:14Z
2024-03-01T19:02:33Z
CONTRIBUTOR
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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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6,581
fix os.listdir return name is empty string
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[ "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...
2024-01-11T07:10:55Z
2024-01-24T10:14:43Z
2024-01-24T10:08:28Z
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fix #6588 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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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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2024-01-11T03:14:18Z
2024-01-20T12:46:16Z
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### 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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I_kwDODunzps57tDRx
6,579
Unable to load `eli5` dataset with streaming
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[ "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!" ]
2024-01-10T23:44:20Z
2024-01-11T09:19:18Z
2024-01-11T09:19:17Z
NONE
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### 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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6,578
Faster webdataset streaming
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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...
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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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502 Server Errors when streaming large dataset
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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...
2024-01-10T16:59:36Z
2024-02-12T11:46:03Z
2024-01-15T16:05:44Z
CONTRIBUTOR
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### 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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document page 404 not found after redirection
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[ "Thanks for reporting! I've opened a PR with a fix." ]
2024-01-10T06:48:14Z
2024-01-17T14:01:31Z
2024-01-17T14:01:31Z
NONE
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### 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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[IterableDataset] Fix `drop_last_batch`in map after shuffling or sharding
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It was not taken into account e.g. when passing to a DataLoader with num_workers>0 Fix https://github.com/huggingface/datasets/issues/6565
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Fix tests based on datasets that used to have scripts
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...now that `squad` and `paws` don't have a script anymore
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[WebDataset] Audio support and bug fixes
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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>...
2024-01-09T15:03:04Z
2024-01-11T16:17:28Z
2024-01-11T16:11:04Z
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- 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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6,572
Adding option for multipart achive download
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[ "On closer examination, this appears to be unnecessary. " ]
2024-01-09T13:35:44Z
2024-02-25T08:13:01Z
2024-02-25T08:13:01Z
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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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2,072,111,000
I_kwDODunzps57geeY
6,571
Make DatasetDict.column_names return a list instead of dict
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[ "Hi @albertvillanova, can I work on this issue?" ]
2024-01-09T10:45:17Z
2025-09-22T08:47:53Z
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MEMBER
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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...
null
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No online docs for 2.16 release
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[ "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...
2024-01-09T07:43:30Z
2024-01-09T16:45:50Z
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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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2,070,251,122
I_kwDODunzps57ZYZy
6,569
WebDataset ignores features defined in YAML or passed to load_dataset
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2024-01-08T11:24:21Z
2024-01-11T16:11:06Z
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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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I_kwDODunzps57YIFn
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keep_in_memory=True does not seem to work
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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).....
2024-01-08T08:03:58Z
2024-01-13T04:53:04Z
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UPD: [Fixed](https://github.com/huggingface/datasets/issues/6568#issuecomment-1880817794) . But a new issue came up :(
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AttributeError: 'str' object has no attribute 'to'
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[ "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 ...
2024-01-08T06:40:21Z
2024-01-08T11:56:19Z
2024-01-08T10:03:17Z
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### Describe the bug ``` -------------------------------------------------------------------------- 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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I train controlnet_sdxl in bf16 datatype, got unsupported ERROR in datasets
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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...
2024-01-08T02:37:03Z
2024-06-02T14:24:39Z
2024-05-17T09:40:14Z
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### Describe the bug ``` 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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`drop_last_batch=True` for IterableDataset map function is ignored with multiprocessing DataLoader
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[ "My current workaround this issue is to return `None` in the second element and then filter out samples which have `None` in them.\r\n\r\n```python\r\ndef merge_samples(batch):\r\n if len(batch['a']) == 1:\r\n batch['c'] = [batch['a'][0]]\r\n batch['d'] = [None]\r\n else:\r\n batch['c'] ...
2024-01-07T02:46:50Z
2025-03-08T09:46:05Z
2024-01-11T16:10:31Z
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### Describe the bug Scenario: - Interleaving two iterable datasets of unequal lengths (`all_exhausted`), followed by a batch mapping with batch size 2 to effectively merge the two datasets and get a sample from each dataset in a single batch, with `drop_last_batch=True` to skip the last batch in case it doesn't ha...
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6,564
`Dataset.filter` missing `with_rank` parameter
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[ "Thanks for reporting! I've opened a PR with a fix", "@mariosasko thank you very much :)" ]
2024-01-06T23:48:13Z
2024-01-29T16:36:55Z
2024-01-29T16:36:54Z
NONE
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### 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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`ImportError`: cannot import name 'insecure_hashlib' from 'huggingface_hub.utils' (.../huggingface_hub/utils/__init__.py)
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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...
2024-01-06T02:28:54Z
2024-03-14T02:59:42Z
2024-01-06T16:13:27Z
NONE
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### 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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datasets.DownloadMode.FORCE_REDOWNLOAD use cache to download dataset features with load_dataset function
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2024-01-05T19:10:25Z
2024-01-05T19:10:25Z
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### 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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6,561
Document YAML configuration with "data_dir"
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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 ...
2024-01-05T14:03:33Z
2025-08-07T14:57:58Z
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See https://huggingface.co/datasets/uonlp/CulturaX/discussions/15#6597e83f185db94370d6bf50 for reference
null
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Support Video
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[ "duplicate of #5225" ]
2024-01-04T13:10:58Z
2024-08-23T09:51:27Z
2024-08-23T09:51:27Z
NONE
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### 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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Latest version 2.16.1, when load dataset error occurs. ValueError: BuilderConfig 'allenai--c4' not found. Available: ['default']
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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...
2024-01-04T07:04:48Z
2024-04-03T10:40:53Z
2024-01-05T01:26:25Z
NONE
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### 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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OSError: image file is truncated (1 bytes not processed) #28323
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[ "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." ]
2024-01-04T02:15:13Z
2024-02-21T00:38:12Z
2024-02-21T00:38:12Z
NONE
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### Describe the bug ``` --------------------------------------------------------------------------- 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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Support standalone yaml
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[ "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...
2024-01-03T16:47:35Z
2024-01-11T17:59:51Z
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see (internal) https://huggingface.slack.com/archives/C02V51Q3800/p1703885853581679
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Fix imagefolder with one image
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6556). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Fixed in dataset viewer: https://huggingface.co/datasets/multimodalart/repro_1_image\r\...
2024-01-03T13:13:02Z
2024-02-12T21:57:34Z
2024-01-09T13:06:30Z
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A dataset repository with one image and one metadata file was considered a JSON dataset instead of an ImageFolder dataset. This is because we pick the dataset type with the most compatible data file extensions present in the repository and it results in a tie in this case. e.g. for https://huggingface.co/datasets/mu...
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Do not use Parquet exports if revision is passed
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6555). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "As shared on slack, `HubDatasetModuleFactoryWithParquetExport` raises a `DatasetsServer...
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Fix #6554.
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I_kwDODunzps57A7Ks
6,554
Parquet exports are used even 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 ?" ]
2024-01-03T11:32:26Z
2024-02-02T10:35:29Z
2024-02-02T10:35:29Z
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We should not used Parquet exports if `revision` is passed. I think this is a regression.
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2,063,474,183
I_kwDODunzps56_h4H
6,553
Cannot import name 'load_dataset' from .... module ‘datasets’
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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?" ]
2024-01-03T08:18:21Z
2024-02-21T00:38:24Z
2024-02-21T00:38:24Z
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### 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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6,552
Loading a dataset from Google Colab hangs at "Resolving data files".
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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...
2024-01-03T02:18:17Z
2024-01-08T10:09:04Z
2024-01-08T10:09:04Z
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### Describe the bug Hello, I'm trying to load a dataset from Google Colab but the process hangs at `Resolving data files`: ![image](https://github.com/huggingface/datasets/assets/99779/7175ad85-e571-46ed-9f87-92653985777d) It is happening when the `_get_origin_metadata` definition is invoked: ```python d...
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Fix parallel downloads for datasets without scripts
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[ "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.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-02T18:06:18Z
2024-01-06T20:14:57Z
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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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Multi gpu docs
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[ "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...
2024-01-02T15:11:58Z
2024-01-31T13:45:15Z
2024-01-31T13:38:59Z
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after discussions in https://github.com/huggingface/datasets/pull/6415
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2,062,420,259
I_kwDODunzps567gkj
6,549
Loading from hf hub with clearer error message
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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 ...
2024-01-02T13:26:34Z
2024-01-02T14:06:49Z
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### 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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Skip if a dataset has issues
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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." ]
2023-12-31T12:41:26Z
2024-01-02T10:33:17Z
null
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### 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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set dev version
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6,545
`image` column not automatically inferred if image dataset only contains 1 image
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2023-12-30T16:17:29Z
2024-01-09T13:06:31Z
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### 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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6,544
Fix custom configs from script
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6544). 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>...
2023-12-30T15:51:25Z
2024-01-02T11:02:39Z
2023-12-30T16:09:49Z
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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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6,543
Fix dl_manager.extract returning FileNotFoundError
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2023-12-30T15:24:50Z
2023-12-30T16:00:06Z
2023-12-30T15:53:59Z
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The dl_manager base path is remote (e.g. a hf:// path), so local cached paths should be passed as absolute paths. This could happen if users provide a relative path as `cache_dir` fix https://github.com/huggingface/datasets/issues/6536
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2,059,198,575
I_kwDODunzps56vOBv
6,542
Datasets : wikipedia 20220301.en error
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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 ...
2023-12-29T08:34:51Z
2024-01-02T13:21:06Z
2024-01-02T13:20:30Z
NONE
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### 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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I_kwDODunzps56uZmS
6,541
Dataset not loading successfully.
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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...
2023-12-29T01:35:47Z
2024-01-17T00:40:46Z
2024-01-17T00:40:45Z
NONE
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### 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
I_kwDODunzps56uVCl
6,540
Extreme inefficiency for `save_to_disk` when merging datasets
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[ "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 ?" ]
2023-12-29T00:44:35Z
2023-12-30T15:05:48Z
null
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### 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
I_kwDODunzps56siAI
6,539
'Repo card metadata block was not found' when loading a pragmeval dataset
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2023-12-28T14:18:25Z
2023-12-28T14:18:37Z
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### 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...
null
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ImportError: cannot import name 'SchemaInferenceError' from 'datasets.arrow_writer' (/opt/conda/lib/python3.10/site-packages/datasets/arrow_writer.py)
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[ "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...
2023-12-27T13:31:16Z
2024-01-03T10:06:47Z
2024-01-03T10:04:58Z
NONE
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### 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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6,537
Adding support for netCDF (*.nc) files
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[ "Related to #3113 ", "Conceptually, we can use xarray to load the netCDF file, then xarray -> pandas -> pyarrow.", "I'd still need to verify that such a conversion would be lossless, especially for multi-dimensional data." ]
2023-12-27T09:27:29Z
2023-12-27T20:46:53Z
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### Feature request netCDF (*.nc) is a file format for storing multidimensional scientific data, which is used by packages like `xarray` (labelled multi-dimensional arrays in Python). It would be nice to have native support for netCDF in `datasets`. ### Motivation When uploading *.nc files onto Huggingface Hub throu...
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6,536
datasets.load_dataset raises FileNotFoundError for datasets==2.16.0
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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```" ]
2023-12-27T03:15:48Z
2023-12-30T18:58:04Z
2023-12-30T15:54:00Z
NONE
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### 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
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IndexError: Invalid key: 47682 is out of bounds for size 0 while using PEFT
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[ "@sabman @pvl @kashif @vigsterkr ", "This is surely the same issue as https://discuss.huggingface.co/t/indexerror-invalid-key-16-is-out-of-bounds-for-size-0/14298/25 that comes from the `transformers` `Trainer`. You should add `remove_unused_columns=False` to `TrainingArguments`\r\n\r\nAlso check your logs: the `...
2023-12-26T10:14:33Z
2024-02-05T08:42:31Z
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NONE
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### Describe the bug I am trying to fine-tune the t5 model on the paraphrasing task. While running the same code without- model = get_peft_model(model, config) the model trains without any issues. However, using the model returned from get_peft_model raises the following error due to datasets- IndexError: Inv...
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2,056,002,548
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6,534
How to configure multiple folders in the same zip package
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[ "@albertvillanova" ]
2023-12-26T03:56:20Z
2023-12-26T06:31:16Z
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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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ted_talks_iwslt | Error: Config name is missing
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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```" ]
2023-12-26T00:38:18Z
2023-12-30T18:58:21Z
2023-12-30T16:09:50Z
NONE
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### 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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[Feature request] Indexing datasets by a customly-defined id field to enable random access dataset items via the id
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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>...
2023-12-25T11:37:10Z
2025-05-05T13:25:24Z
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### 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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Add polars compatibility
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[ "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...
2023-12-24T20:03:23Z
2024-03-08T19:29:25Z
2024-03-08T15:22:58Z
CONTRIBUTOR
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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
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Impossible to save a mapped dataset to disk
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[ "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...
2023-12-23T15:18:27Z
2023-12-24T09:40:30Z
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### 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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2,054,209,449
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6,529
Impossible to only download a test split
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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...
2023-12-22T16:56:32Z
2024-02-02T00:05:04Z
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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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set dev version
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[ "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>...
2023-12-22T14:23:18Z
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Release: 2.16.0
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Preserve order of configs and splits when using Parquet exports
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2023-12-22T10:35:56Z
2023-12-22T11:42:22Z
2023-12-22T11:36:14Z
MEMBER
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Preserve order of configs and splits, as defined in dataset infos. Fix #6521.
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BBox type
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[ "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" ]
2023-12-21T22:13:27Z
2024-01-11T06:34:51Z
2023-12-21T22:39:27Z
MEMBER
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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
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6,524
Streaming the Pile: Missing Files
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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." ]
2023-12-21T21:25:09Z
2023-12-22T09:17:05Z
2023-12-22T09:17:05Z
NONE
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### 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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fix tests
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2023-12-21T15:36:21Z
2023-12-21T15:56:54Z
2023-12-21T15:50:38Z
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Loading HF Hub Dataset (private org repo) fails to load all features
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2023-12-21T12:26:35Z
2023-12-21T13:24:31Z
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### 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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The order of the splits is not preserved
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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 " ]
2023-12-21T11:17:27Z
2023-12-22T11:36:15Z
2023-12-22T11:36:15Z
MEMBER
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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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Support commit_description parameter in push_to_hub
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2023-12-21T09:36:11Z
2023-12-21T14:49:47Z
2023-12-21T14:43:35Z
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Support `commit_description` parameter in `push_to_hub`. CC: @Wauplin
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Support push_to_hub canonical datasets
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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.", ...
2023-12-20T15:16:45Z
2023-12-21T14:48:20Z
2023-12-21T14:40:57Z
MEMBER
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Support `push_to_hub` canonical datasets. 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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fix get_metadata_patterns function args error
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6518). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "hello!\r\n@albertvillanova \r\nThank you very much for your recognition。\r\nWhen can t...
2023-12-20T09:06:22Z
2023-12-21T15:14:17Z
2023-12-21T15:07:57Z
CONTRIBUTOR
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Bug get_metadata_patterns arg error https://github.com/huggingface/datasets/issues/6517
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Bug get_metadata_patterns arg error
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2023-12-20T08:56:44Z
2023-12-22T00:24:23Z
2023-12-22T00:24:23Z
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Support huggingface-hub pre-releases
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6516). 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>...
2023-12-20T07:52:29Z
2023-12-20T08:51:34Z
2023-12-20T08:44:44Z
MEMBER
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Support `huggingface-hub` pre-releases. 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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Why call http_head() when fsspec_head() succeeds
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2023-12-20T02:25:51Z
2023-12-26T05:35:46Z
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CONTRIBUTOR
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https://github.com/huggingface/datasets/blob/a91582de288d98e94bcb5ab634ca1cfeeff544c5/src/datasets/utils/file_utils.py#L510C1-L523C14
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Cache backward compatibility with 2.15.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6514). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "it's hard to tell if this works as expected without a test but i guess it's not trivial...
2023-12-19T23:52:25Z
2023-12-21T21:14:11Z
2023-12-21T21:07:55Z
MEMBER
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...for datasets without scripts It takes into account the changes in cache from - https://github.com/huggingface/datasets/pull/6493: switch to `config/version/commit_sha` schema - https://github.com/huggingface/datasets/pull/6454: fix `DataFilesDict` keys ordering when hashing requires https://github.com/huggin...
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Support huggingface-hub 0.20.0
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2023-12-19T15:15:46Z
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CI to test the support of `huggingface-hub` 0.20.0: https://github.com/huggingface/datasets/compare/main...ci-test-huggingface-hub-v0.20.0.rc1 We need to merge: - #6510 - #6512 - #6516
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Remove deprecated HfFolder
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2023-12-19T14:40:49Z
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...and use `huggingface_hub.get_token()` instead
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Implement get dataset default config name
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2023-12-19T11:26:19Z
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MEMBER
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Implement `get_dataset_default_config_name`. 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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