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`add_faiss_index` raises ValueError: not enough values to unpack (expected 2, got 1)
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### Describe the bug Calling `add_faiss_index` on a `Dataset` with a column argument raises a ValueError. The following is the trace ```python 214 def replacement_add(self, x): 215 """Adds vectors to the index. 216 The index must be trained before vectors can be added to it. 217 Th...
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[ "I realized I was passing a string column to this instead of float. Is it possible to add a warning or error to prevent users from falsely believing there's a bug?", "Hello!\r\n\r\nI agree that we could add some safeguards around the type of `ds[column]`. At least for FAISS, we need the column to be made of embed...
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2,229,915,236
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PyArrow 'Memory mapping file failed: Cannot allocate memory' bug
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### Describe the bug Hello, I've been struggling with a problem using Huggingface datasets caused by PyArrow memory allocation. I finally managed to solve it, and thought to document it since similar issues have been raised here before (https://github.com/huggingface/datasets/issues/5710, https://github.com/huggi...
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[ "Thanks for a very clean explanation. This happened to me too, and I don't have sudo access to update the value. I wonder if there might be another workaround.", "One option is to just have more data in each file - /proc/sys/vm/max_map_count limits the maximum number of concurrently open files, but I don't know i...
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Issue with map
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### Describe the bug Map has been taking extremely long to preprocess my data. It seems to process 1000 examples (which it does really fast in about 10 seconds), then it hangs for a good 1-2 minutes, before it moves on to the next batch of 1000 examples. It also keeps eating up my hard drive space for some reaso...
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Nsohko
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[ "Default `writer_batch_size `is set to 1000 (see [map](https://huggingface.co/docs/datasets/v2.16.1/en/package_reference/main_classes#datasets.Dataset.map)).\r\nThe \"tmp1335llua\" is probably the temp file it creates while writing to disk.\r\nMaybe try lowering the `writer_batch_size`.\r\n\r\nFor multi-processing ...
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2,229,207,521
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6,788
A Question About the Map Function
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### Describe the bug Hello, I have a question regarding the map function in the Hugging Face datasets. The situation is as follows: when I load a jsonl file using load_dataset(..., streaming=False), and then utilize the map function to process it, I specify that the returned example should be of type Torch.ten...
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yslanprime
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[ "All data is saved in the arrow format on disk.\r\nIf you return a tensor it gets converted to arrow before saving to disk when using map.\r\n\r\nTo get a tensor when you access data elements you can use `dataset.set_format(\"pt\")`.\r\nNote that this just changes how the data is loaded, not how it is stored.", "...
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2,229,103,264
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6,787
TimeoutError in map
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### Describe the bug ```python from datasets import Dataset def worker(example): while True: continue example['a'] = 100 return example data = Dataset.from_list([{"a": 1}, {"a": 2}]) data = data.map(worker) print(data[0]) ``` I'm implementing a worker function whose runtime will de...
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[ "From my current understanding, this timeout is only used when we need to get the results.\r\n\r\nOne of:\r\n1. All tasks are done\r\n2. One worker died\r\n\r\nYour function should work fine and it's definitely a bug if it doesn't.", "When one of the `map`'s worker processes crashes, the linked code re-raises an ...
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AttributeError: module 'numpy' has no attribute 'object'. in Kaggle Notebook
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### Describe the bug # problem I can't resample audio dataset in Kaggle Notebook. It looks like some code in `datasets` library use aliases that were deprecated in NumPy 1.20. ## code for resampling ``` from datasets import load_dataset, Audio from transformers import AutoFeatureExtractor from transformers imp...
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[ "Hi! You can fix this by updating the `datasets` package with `pip install -U datasets` and restarting the notebook.\r\n", "Kaggle removed the problematic `datasets==2.1.0` pin last week, so I'm closing this issue (now it pre-installs the latest version)." ]
https://api.github.com/repos/huggingface/datasets/issues/6782
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2,228,081,955
I_kwDODunzps6EzdUj
6,782
Image cast_storage very slow for arrays (e.g. numpy, tensors)
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Update: see comments below ### Describe the bug Operations that save an image from a path are very slow. I believe the reason for this is that the image data (`numpy`) is converted into `pyarrow` format but then back to python using `.pylist()` before being converted to a numpy array again. `pylist` is alread...
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Modexus
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[ "This may be a solution that only changes `cast_storage` of `Image`.\r\nHowever, I'm not totally sure that the assumptions hold that are made about the `ListArray`.\r\n\r\n```python\r\nelif pa.types.is_list(storage.type):\r\n from .features import Array3DExtensionType\r\n\r\n def get_shapes(arr):\r\n s...
https://api.github.com/repos/huggingface/datasets/issues/6778
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2,226,040,636
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6,778
Dataset.to_csv() missing commas in columns with lists
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### Describe the bug The `to_csv()` method does not output commas in lists. So when the Dataset is loaded back in the data structure of the column with a list is not correct. Here's an example: Obviously, it's not as trivial as inserting commas in the list, since its a comma-separated file. But hopefully there...
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[ "Hello!\r\n\r\nThis is due to how pandas write numpy arrays to csv. [Source](https://stackoverflow.com/questions/54753179/to-csv-saves-np-array-as-string-instead-of-as-a-list)\r\nTo fix this, you can convert them to list yourselves.\r\n\r\n```python\r\ndf = ds.to_pandas()\r\ndf['int'] = df['int'].apply(lambda arr: ...
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2,224,611,247
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6,777
.Jsonl metadata not detected
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### Describe the bug Hi I have the following directory structure: |--dataset | |-- images | |-- metadata1000.csv | |-- metadata1000.jsonl | |-- padded_images Example of metadata1000.jsonl file {"caption": "a drawing depicts a full shot of a black t-shirt with a triangular pattern on the front there is a white...
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[ "Hi! `metadata.jsonl` (or `metadata.csv`) is the only allowed name for the `imagefolder`'s metadata files.", "@mariosasko hey i tried with metadata.jsonl also and it still doesn't get the right columns", "@mariosasko it says metadata.csv not found\r\n<img width=\"1150\" alt=\"image\" src=\"https://github.com/hu...
https://api.github.com/repos/huggingface/datasets/issues/6775
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2,223,457,792
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IndexError: Invalid key: 0 is out of bounds for size 0
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### Describe the bug I am trying to fine-tune llama2-7b model in GCP. The notebook I am using for this can be found [here](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/model_garden/model_garden_pytorch_llama2_peft_finetuning.ipynb). When I use the dataset given in the exa...
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kk2491
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[ "Same problem.", "Hi! You should be able to fix this by passing `remove_unused_columns=False` to the `transformers` `TrainingArguments` as explained in https://github.com/huggingface/peft/issues/1299.\r\n\r\n(I'm not familiar with Vertex AI, but I'd assume `remove_unused_columns` can be passed as a flag to the do...
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2,222,164,316
I_kwDODunzps6Ec4lc
6,774
Generating split is very slow when Image format is PNG
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### Describe the bug When I create a dataset, it gets stuck while generating cached data. The image format is PNG, and it will not get stuck when the image format is jpeg. ![image](https://github.com/huggingface/datasets/assets/22740819/3b888fd8-e6d6-488f-b828-95a8f206a152) After debugging, I know that it is b...
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Tramac
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[ "I think this is due to the speed of reading a `png` image using pillow compared to a `jpg` image.\r\nNotably the same is true with `tiff`, it is even faster than `jpg` in my case." ]
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Dataset on Hub re-downloads every time?
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### Describe the bug Hi, I have a dataset on the hub [here](https://huggingface.co/datasets/manestay/borderlines). It has 1k+ downloads, which I sure is mostly just me and my colleagues working with it. It should have far fewer, since I'm using the same machine with a properly set up HF_HOME variable. However, whene...
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manestay
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[ "The caching works as expected when I try to reproduce this locally or on Colab...", "hi @mariosasko , Thank you for checking. I also tried running this again just now, and it seems like the `load_dataset()` caches properly (though I'll double check later).\r\n\r\nI think the issue might be in the caching of the ...
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2,220,131,457
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Datasets FileNotFoundError when trying to generate examples.
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### Discussed in https://github.com/huggingface/datasets/discussions/6768 <div type='discussions-op-text'> <sup>Originally posted by **RitchieP** April 1, 2024</sup> Currently, I have a dataset hosted on Huggingface with a custom script [here](https://huggingface.co/datasets/RitchieP/VerbaLex_voice). I'm loa...
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[ "Hi! I've opened a PR in the repo to fix this issue: https://huggingface.co/datasets/RitchieP/VerbaLex_voice/discussions/6", "@mariosasko Thanks for the PR and help! Guess I could close the issue for now. Appreciate the help!" ]
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2,218,991,883
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6,770
[Bug Report] `datasets==2.18.0` is not compatible with `fsspec==2023.12.2`
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### Describe the bug `Datasets==2.18.0` is not compatible with `fsspec==2023.12.2`. I have to downgrade fsspec to `fsspec==2023.10.0` to make `Datasets==2.18.0` work properly. ### Steps to reproduce the bug To reproduce the bug: 1. Make sure that `Datasets==2.18.0` and `fsspec==2023.12.2`. 2. Run the following ...
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[ "You should be able to fix this by updating `huggingface_hub` with `pip install -U huggingface_hub`. We use this package under the hood to resolve the Hub's files." ]
https://api.github.com/repos/huggingface/datasets/issues/6769
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2,218,242,015
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6,769
(Willing to PR) Datasets with custom python objects
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### Feature request Hi thanks for the library! I would like to have a huggingface Dataset, and one of its column is custom (non-serializable) Python objects. For example, a minimal code: ``` class MyClass: pass dataset = datasets.Dataset.from_list([ dict(a=MyClass(), b='hello'), ]) ``` It gives...
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https://api.github.com/repos/huggingface/datasets/issues/6765
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2,215,933,515
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6,765
Compatibility issue between s3fs, fsspec, and datasets
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### Describe the bug Here is the full error stack when installing: ``` ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. datasets 2.18.0 requires fsspec[http]<=2024.2.0,>=2023.1.0, but you ...
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njbrake
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[ "Hi! Instead of running `pip install` separately for each package, you should pass all the packages to a single `pip install` call (in this case, `pip install datasets s3fs`) to let `pip` properly resolve their versions.", "> Hi! Instead of running `pip install` separately for each package, you should pass all th...
https://api.github.com/repos/huggingface/datasets/issues/6764
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2,215,767,119
I_kwDODunzps6EEexP
6,764
load_dataset can't work with symbolic links
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### Feature request Enable the `load_dataset` function to load local datasets with symbolic links. E.g, this dataset can be loaded: ├── example_dataset/ │ ├── data/ │ │ ├── train/ │ │ │ ├── file0 │ │ │ ├── file1 │ │ ├── dev/ │ │ │ ├── file2 │ │ │ ├── file3 │ ├── metad...
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[ "In fact,You can use a hard link instead of a symbolic link.Hard link works" ]
https://api.github.com/repos/huggingface/datasets/issues/6760
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2,212,288,122
I_kwDODunzps6D3NZ6
6,760
Load codeparrot/apps raising UnicodeDecodeError in datasets-2.18.0
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### Describe the bug This happens with datasets-2.18.0; I downgraded the version to 2.14.6 fixing this temporarily. ``` Traceback (most recent call last): File "/home/xxx/miniconda3/envs/py310/lib/python3.10/site-packages/datasets/load.py", line 2556, in load_dataset builder_instance = load_dataset_builder...
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[ "The same error with mteb datasets.", "Unfortunately, I'm unable to reproduce this error locally or on Colab.", "Here is the requirements.txt from a clean virtual environment (managed by conda) where I only install `datasets` by \r\n`pip install datasets`. \r\nThe pip list:\r\n```\r\naiohttp==3.9.3\r\naiosignal...
https://api.github.com/repos/huggingface/datasets/issues/6759
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2,208,892,891
I_kwDODunzps6DqQfb
6,759
Persistent multi-process Pool
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### Feature request Running .map and filter functions with `num_procs` consecutively instantiates several multiprocessing pools iteratively. As instantiating a Pool is very resource intensive it can be a bottleneck to performing iteratively filtering. My ideas: 1. There should be an option to declare `persist...
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fostiropoulos
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2,208,494,302
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6,758
Passing `sample_by` to `load_dataset` when loading text data does not work
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### Describe the bug I have a dataset that consists of a bunch of text files, each representing an example. There is an undocumented `sample_by` argument for the `TextConfig` class that is used by `Text` to decide whether to split files into lines, paragraphs or take them whole. Passing `sample_by=“document”` to `load...
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[ "Thanks for reporting! We are working on a fix." ]
https://api.github.com/repos/huggingface/datasets/issues/6756
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2,205,557,725
I_kwDODunzps6DdiPd
6,756
Support SQLite files?
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### Feature request Support loading a dataset from a SQLite file https://huggingface.co/datasets/severo/test_iris_sqlite/tree/main ### Motivation SQLite is a popular file format. ### Your contribution See discussion on slack: https://huggingface.slack.com/archives/C04L6P8KNQ5/p1702481859117909 (internal) In ...
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[ "You can use `Dataset.from_sql(path_to_sql_file)` already. Though we haven't added the Sql dataset builder to the `_PACKAGED_DATASETS_MODULES` list or in `_EXTENSION_TO_MODULE` to map `.sqlite` to the Sql dataset builder\r\n\r\nThis would allow to load a dataset repository with a `.sqlite` file using `load_dataset`...
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2,204,573,289
I_kwDODunzps6DZx5p
6,755
Small typo on the documentation
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### Describe the bug There is a small typo on https://github.com/huggingface/datasets/blob/d5468836fe94e8be1ae093397dd43d4a2503b926/src/datasets/dataset_dict.py#L938 It should be `caching is enabled`. ### Steps to reproduce the bug Please visit https://github.com/huggingface/datasets/blob/d5468836fe94e...
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[ "Thanks for reporting @fostiropoulos! I've edited your comment to fix the link to the problematic line.\r\n", "@mariosasko can i take this up?", "#self-assign" ]
https://api.github.com/repos/huggingface/datasets/issues/6753
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2,204,155,091
I_kwDODunzps6DYLzT
6,753
Type error when importing datasets on Kaggle
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### Describe the bug When trying to run ``` import datasets print(datasets.__version__) ``` It generates the following error ``` TypeError: expected string or bytes-like object ``` It looks like It cannot find the valid versions of `fsspec` though fsspec version is fine when I checked Via command ...
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[ "I have the same problem \r\nIt seems that it only appears when you are using GPU \r\nIt seems to work fine with the 2.17 version though", "Same here.", "> I have the same problem\r\n> It seems that it only appears when you are using GPU\r\n> It seems to work fine with the 2.17 version though\r\n\r\nI downgrade...
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2,204,043,839
I_kwDODunzps6DXwo_
6,752
Precision being changed from float16 to float32 unexpectedly
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### Describe the bug I'm loading a HuggingFace Dataset for images. I'm running a preprocessing (map operation) step that runs a few operations, one of them being conversion to float16. The Dataset features also say that the 'img' is of type float16. Whenever I take an image from that HuggingFace Dataset instance...
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gcervantes8
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[ "This is because of the formatter (`torch` in this case).\r\nIt defaults to `float32`.\r\n\r\nYou can load it in `float16` using `dataset.set_format(\"torch\", dtype=torch.float16)`." ]
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2,203,590,658
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6,750
`load_dataset` requires a network connection for local download?
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### Describe the bug Hi all - I see that in the past a network dependency has been mistakenly introduced into `load_dataset` even for local loads. Is it possible this has happened again? ### Steps to reproduce the bug ``` >>> import datasets >>> datasets.load_dataset("hh-rlhf") Repo card metadata block was not ...
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[ "Are you using `HF_DATASETS_OFFLINE=1` ?", "> Are you using `HF_DATASETS_OFFLINE=1` ?\r\n\r\nThis doesn't work for me. `datasets=2.18.0`\r\n\r\n`test.py`:\r\n```\r\nimport datasets\r\n\r\ndatasets.utils.logging.set_verbosity_info()\r\n\r\nds = datasets.load_dataset('C-MTEB/AFQMC', revision='b44c3b011063adb25877c1...
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2,201,517,348
I_kwDODunzps6DOH0k
6,748
Strange slicing behavior
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### Describe the bug I have loaded a dataset, and then slice first 300 samples using `:` ops, however, the resulting dataset is not expected, as the output below: ```bash len(dataset)=1050324 len(dataset[:300])=2 len(dataset[0:300])=2 len(dataset.select(range(300)))=300 ``` ### Steps to reproduce the bug loa...
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Luciennnnnnn
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[ "As explained in the [docs](https://huggingface.co/docs/datasets/v2.18.0/en/access#slicing), slicing a `Dataset` returns a dictionary that maps its column names to their values. So, `len(dataset[:300])=2` is expected, assuming your dataset has 2 columns (the returned dict has 2 keys, but each value in the dict has ...
https://api.github.com/repos/huggingface/datasets/issues/6746
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https://github.com/huggingface/datasets/issues/6746
2,198,993,949
I_kwDODunzps6DEfwd
6,746
ExpectedMoreSplits error when loading C4 dataset
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### Describe the bug I encounter bug when running the example command line ```python python main.py \ --model decapoda-research/llama-7b-hf \ --prune_method wanda \ --sparsity_ratio 0.5 \ --sparsity_type unstructured \ --save out/llama_7b/unstructured/wanda/ ``` The bug occurred ...
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[ "Hi ! We updated the `allenai/c4` repository to allow people to specify which language to load easily (the the [c4 dataset page](https://huggingface.co/datasets/allenai/c4))\r\n\r\nTo fix this issue **you can update** `datasets` and remove the mention of the legacy configuration name \"allenai--c4\":\r\n\r\n```pyth...
https://api.github.com/repos/huggingface/datasets/issues/6745
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2,198,541,732
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6,745
Scraping the whole of github including private repos is bad; kindly stop
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### Feature request https://github.com/bigcode-project/opt-out-v2 - opt out is not consent. kindly quit this ridiculous nonsense. ### Motivation [EDITED: insults not tolerated] ### Your contribution [EDITED: insults not tolerated]
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[ "It's not twitter here" ]
https://api.github.com/repos/huggingface/datasets/issues/6744
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2,197,910,168
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6,744
Option to disable file locking
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### Feature request Commands such as `load_dataset` creates file locks with `filelock.FileLock`. It would be good if there was a way to disable this. ### Motivation File locking doesn't work on all file-systems (in my case NFS mounted Weka). If the `cache_dir` only had small files then it would be possible to point ...
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https://api.github.com/repos/huggingface/datasets/issues/6740
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2,193,172,074
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6,740
Support for loading geotiff files as a part of the ImageFolder
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### Feature request Request for adding rasterio support to load geotiff as a part of ImageFolder, instead of using PIL ### Motivation As of now, there are many datasets in HuggingFace Hub which are predominantly focussed towards RemoteSensing or are from RemoteSensing. The current ImageFolder (if I have understood c...
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Dict feature is non-nullable while nested dict feature is
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CONTRIBUTOR
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When i try to create a `Dataset` object with None values inside a dict column, like this: ```python from datasets import Dataset, Features, Value Dataset.from_dict( { "dict": [{"a": 0, "b": 0}, None], }, features=Features( {"dict": {"a": Value("int16"), "b": Value("int16")}} ) ) ...
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[ "It looks like a bug, by default every feature should be nullable.", "I've linked a PR with a fix :)", "@mariosasko awesome thank you!" ]
https://api.github.com/repos/huggingface/datasets/issues/6737
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2,190,198,425
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Invalid pattern: '**' can only be an entire path component
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### Describe the bug ValueError: Invalid pattern: '**' can only be an entire path component when loading any dataset ### Steps to reproduce the bug import datasets ds = datasets.load_dataset("TokenBender/code_instructions_122k_alpaca_style") ### Expected behavior loading the dataset successfully ### Environm...
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[ "I couldn't reproduce the issue on my side on MacOS, I guess the issue comes from the recent `fsspec` on Windows.\r\n\r\nCan you try downgrading to `fsspec==2023.9.2` for now ? It would also be great to investigate this and see if we need a fix in `datasets` or `fsspec`", "I had the same issue! \r\nDowngrading t...
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2,190,181,422
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6,736
Mosaic Streaming (MDS) Support
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### Feature request I'm a huge fan of the current HF Datasets `webdataset` integration (especially the built-in streaming support). However, I'd love to upload some robotics and multimodal datasets I've processed for use with [Mosaic Streaming](https://docs.mosaicml.com/projects/streaming/en/stable/), specifically the...
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[ "Hi ! that would be great :) Though note that `datasets` doesn't implement format-specific resuming when streaming, so in general I think it's better if users can use the mosaic-streaming library to read their MDS datasets. I wonder if they support `hf://` paths though...\n\nAnyway for those interested, the code fo...
https://api.github.com/repos/huggingface/datasets/issues/6734
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2,187,646,694
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6,734
Tokenization slows towards end of dataset
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### Describe the bug Mapped tokenization slows down substantially towards end of dataset. train set started off very slow, caught up to 20k then tapered off til the end. what's particularly strange is that the tokenization crashed a few times before due to errors with invalid tokens somewhere or corrupted down...
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[ "Hi ! First note that if the dataset is not heterogeneous / shuffled, there might be places in the data with shorter texts that are faster to tokenize.\r\n\r\nMoreover, the way `num_proc` works is by slicing the dataset and passing each slice to a process to run the `map()` function. So at the very end of `map()`, ...
https://api.github.com/repos/huggingface/datasets/issues/6733
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2,186,811,724
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EmptyDatasetError when loading dataset downloaded with HuggingFace cli
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### Describe the bug I am using a cluster that does not have access to the internet when given a job. I tried downloading the dataset using the huggingface-cli command and then loading it with load_dataset but I get an error: ```raise EmptyDatasetError(f"The directory at {base_path} doesn't contain any data files...
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[ "Hi! `datasets` is not compatible with `huggingface_hub`'s cache structure, hence the error.\r\n\r\nYou can track https://github.com/huggingface/datasets/issues/5080 to get notified when this is implemented." ]
https://api.github.com/repos/huggingface/datasets/issues/6731
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Unexpected behavior when using load_dataset with streaming=True in a for loop
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### Describe the bug ### My Code ``` from datasets import load_dataset res=[] for i in [0,1]: di=load_dataset( "json", data_files='path_to.json', split='train', streaming=True, ).map(lambda x: {"source": i}) res.append(di) for e in res[...
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[ "This is normal behavior in python when using `lambda`: the `i` defined in your `lambda` refers to the global variable `i` in your loop, and `i` equals to `1` when you run your `for e in res[0]` line.\r\n\r\nYou should pass `fn_kwargs` that will be passed to your `lambda` instead of using the global variable:\r\n\r...
https://api.github.com/repos/huggingface/datasets/issues/6729
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Support zipfiles that span multiple disks?
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See https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream The dataset viewer gives the following error: ``` Error code: ConfigNamesError Exception: BadZipFile Message: zipfiles that span multiple disks are not supported Traceback: Traceback (most recent call last): F...
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[ "@severo were you able to solve it?", "No. cc @albertvillanova @lhoestq @polinaeterna for an evaluation of what it would take to support this feature.", "The underlying issue issue is that the dataset repository has used split ZIP archive files: https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream...
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Issue Downloading Certain Datasets After Setting Custom `HF_ENDPOINT`
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### Describe the bug This bug is triggered under the following conditions: - datasets repo ids without organization names trigger errors, such as `bookcorpus`, `gsm8k`, `wikipedia`, rather than in the form of `A/B`. - If `HF_ENDPOINT` is set and the hostname is not in the form of `(hub-ci.)?huggingface.co`. - T...
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[ "Through debugging, I found a potential solution is to modify the code in the error handling module of `huggingface_hub`: https://github.com/huggingface/huggingface_hub/commit/56d6c798c44e83d2a3167e74c022737d8fcbe822 ", "@Wauplin ", "Thanks for investigating and reporting the bug @padeoe! I've opened a PR in `h...
https://api.github.com/repos/huggingface/datasets/issues/6726
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Profiling for HF Filesystem shows there are easy performance gains to be made
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### Describe the bug # Let's make it faster First, an evidence... ![image](https://github.com/huggingface/datasets/assets/159512661/a703a82c-43a0-426c-9d99-24c563d70965) Figure 1: CProfile for loading 3 files from cerebras/SlimPajama-627B train split, and 3 files from test split using streaming=True. X axis is 1106...
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[ "FWIW I debugged this while waiting for it to go", "Oh I forgot to mention you can also cache resolve_pattern, and that seemed to also substantially improves things, if you want to load a dataset twice for whatever reason." ]
https://api.github.com/repos/huggingface/datasets/issues/6725
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Request for a comparison of huggingface datasets compared with other data format especially webdataset
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### Feature request Request for a comparison of huggingface datasets compared with other data format especially webdataset ### Motivation I see huggingface datasets uses Apache Arrow as its backend, it seems to be great, but I'm curious about how it is good compared with other dataset format, like webdataset, what's...
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https://api.github.com/repos/huggingface/datasets/issues/6724
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2,174,398,227
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6,724
Dataset with loading script does not work in renamed repos
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### Describe the bug My data repository was first called `BramVanroy/hplt-mono-v1-2` but I then renamed to use underscores instead of dashes. However, it seems that `datasets` retrieves the old repo name when it checks whether the repo contains data loading scripts in this line. https://github.com/huggingface/dat...
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https://api.github.com/repos/huggingface/datasets/issues/6724/timeline
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https://api.github.com/repos/huggingface/datasets/issues/6721
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2,173,931,714
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6,721
Hi,do you know how to load the dataset from local file now?
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Hi, if I want to load the dataset from local file, then how to specify the configuration name? _Originally posted by @WHU-gentle in https://github.com/huggingface/datasets/issues/2976#issuecomment-1333455222_
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[ "\r\n@Gera001\r\n# Loading Dataset from Local Files Using 🤗Hugging Face.\r\n\r\nTo load a dataset from local files using the Hugging Face datasets library, you can use the `load_dataset` function.\r\n\r\n```\r\nfrom datasets import load_dataset\r\ndataset = load_dataset('csv', data_files={'train': 'path/to/train.c...
https://api.github.com/repos/huggingface/datasets/issues/6720
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2,173,603,459
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6,720
TypeError: 'str' object is not callable
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### Describe the bug I am trying to get the HPLT datasets on the hub. Downloading/re-uploading would be too time- and resource consuming so I wrote [a dataset loader script](https://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/blob/main/hplt_mono_v1_2.py). I think I am very close but for some reason I always get ...
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https://api.github.com/repos/huggingface/datasets/issues/6720/timeline
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[ "Hi ! I opened a PR to fix an issue in the Features defined in your code\r\n\r\nBasically changing\r\n```python\r\nSequence(\"float32\")\r\n```\r\n\r\nto\r\n```python\r\nSequence(Value(\"float32\"))\r\n```\r\n\r\n\r\nhttps://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/discussions/1", "D'oh! Was wondering wh...
https://api.github.com/repos/huggingface/datasets/issues/6719
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2,169,585,727
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6,719
Is there any way to solve hanging of IterableDataset using split by node + filtering during inference
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### Describe the bug I am using an iterable dataset in a multi-node setup, trying to do training/inference while filtering the data on the fly. I usually do not use `split_dataset_by_node` but it is very slow using the IterableDatasetShard in `accelerate` and `transformers`. When I filter after applying `split_dataset...
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ssharpe42
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https://api.github.com/repos/huggingface/datasets/issues/6717
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2,168,726,432
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6,717
`remove_columns` method used with a streaming enable dataset mode produces a LibsndfileError on multichannel audio
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### Describe the bug When loading a HF dataset in streaming mode and removing some columns, it is impossible to load a sample if the audio contains more than one channel. I have the impression that the time axis and channels are swapped or concatenated. ### Steps to reproduce the bug Minimal error code: ```python ...
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jhauret
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[ "And it also works well with `dataset = dataset.select_columns([\"audio\"])`", "Same issue here, disable stream=True fix the problem" ]
https://api.github.com/repos/huggingface/datasets/issues/6716
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Non-deterministic `Dataset.builder_name` value
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### Describe the bug I'm not sure if this is a bug, but `print(ds.builder_name)` in the following code sometimes prints out `rotten_tomatoes` instead of `parquet`: ```python import datasets for _ in range(100): ds = datasets.load_dataset("rotten_tomatoes", split="train") print(ds.builder_name) # pr...
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[ "When `rotten_tomatoes` is printed out, the following warning message is also printed out:\r\n\r\n```\r\nYou can avoid this message in future by passing the argument `trust_remote_code=True`.\r\nPassing `trust_remote_code=True` will be mandatory to load this dataset from the next major release of `datasets`.\r\n```...
https://api.github.com/repos/huggingface/datasets/issues/6703
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Unable to load dataset that was saved with `save_to_disk`
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### Describe the bug I get the following error message: You are trying to load a dataset that was saved using `save_to_disk`. Please use `load_from_disk` instead. ### Steps to reproduce the bug 1. Save a dataset with `save_to_disk` 2. Try to load it with `load_datasets` ### Expected behavior I am ab...
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[ "`save_to_disk` uses a special serialization that can only be read using `load_from_disk`.\r\n\r\nContrary to `load_dataset`, `load_from_disk` directly loads Arrow files and uses the dataset directory as cache.\r\n\r\nOn the other hand `load_dataset` does a conversion step to get Arrow files from the raw data files...
https://api.github.com/repos/huggingface/datasets/issues/6702
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2,161,938,484
I_kwDODunzps6A3JA0
6,702
Push samples to dataset on hub without having the dataset locally
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### Feature request Say I have the following code: ``` from datasets import Dataset import pandas as pd new_data = { "column_1": ["value1", "value2"], "column_2": ["value3", "value4"], } df_new = pd.DataFrame(new_data) dataset_new = Dataset.from_pandas(df_new) # add these samples to a remote datase...
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[ "Hi ! For now I would recommend creating a new Parquet file using `dataset_new.to_parquet()` and upload it to HF using `huggingface_hub` every time you get a new batch of data. You can name the Parquet files `0000.parquet`, `0001.parquet`, etc.\r\n\r\nThough maybe make sure to not upload one file per sample since t...
https://api.github.com/repos/huggingface/datasets/issues/6700
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2,158,871,038
I_kwDODunzps6ArcH-
6,700
remove_columns is not in-place but the doc shows it is in-place
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### Describe the bug The doc of `datasets` v2.17.0/v2.17.1 shows that `remove_columns` is in-place. [link](https://huggingface.co/docs/datasets/v2.17.1/en/package_reference/main_classes#datasets.DatasetDict.remove_columns) In the text classification example of transformers v4.38.1, the columns are not removed. h...
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[ "Good catch! I've opened a PR with a fix in the `transformers` repo.", "@mariosasko Thanks!\r\n\r\nWill the doc of `datasets` be updated?\r\n\r\nI find some possible mistakes in doc about whether `remove_columns` is in-place.\r\n1. [You can also remove a column using map() with remove_columns but the present meth...
https://api.github.com/repos/huggingface/datasets/issues/6699
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2,158,152,341
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6,699
`Dataset` unexpected changed dict data and may cause error
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### Describe the bug Will unexpected get keys with `None` value in the parsed json dict. ### Steps to reproduce the bug ```jsonl test.jsonl {"id": 0, "indexs": {"-1": [0, 10]}} {"id": 1, "indexs": {"-1": [0, 10]}} ``` ```python dataset = Dataset.from_json('.test.jsonl') print(dataset[0]) ``` Result: ```...
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[ "If `test.jsonl` contains more lines like:\r\n```\r\n{\"id\": 0, \"indexs\": {\"-1\": [0, 10]}}\r\n{\"id\": 1, \"indexs\": {\"-1\": [0, 10]}}\r\n{\"id\": 2, \"indexs\": {\"-2\": [0, 10]}}\r\n...\r\n{\"id\": n, \"indexs\": {\"-9999\": [0, 10]}}\r\n```\r\n\r\n`Dataset.from_json` will just raise an error:\r\n```\r\nAn...
https://api.github.com/repos/huggingface/datasets/issues/6697
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2,157,322,224
I_kwDODunzps6Alh_w
6,697
Unable to Load Dataset in Kaggle
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### Describe the bug Having installed the latest versions of transformers==4.38.1 and datasets==2.17.1 Unable to load the dataset in a kaggle notebook. Get this Error: ``` --------------------------------------------------------------------------- ValueError Traceback (most recen...
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[ "FWIW, I run `load_dataset(\"llm-blender/mix-instruct\")` and it ran successfully.\r\nCan you clear your cache and try again?\r\n\r\n\r\n### Environment Info\r\n\r\n- `datasets` version: 2.17.0\r\n- Platform: Linux-6.2.6-76060206-generic-x86_64-with-glibc2.35\r\n- Python version: 3.9.13\r\n- `huggingface_hub` versi...
https://api.github.com/repos/huggingface/datasets/issues/6695
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2,154,075,509
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6,695
Support JSON file with an array of strings
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Support loading a dataset from a JSON file with an array of strings. See: https://huggingface.co/datasets/CausalLM/Refined-Anime-Text/discussions/1
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[ "https://huggingface.co/datasets/CausalLM/Refined-Anime-Text/discussions/1 has been fixed, but how can we check if there are other datasets with the same error, in datasets-server's database? I don't know how to get the list of erroneous cache entries, since we only copied `Error code: JobManagerCrashedError`, bu...
https://api.github.com/repos/huggingface/datasets/issues/6691
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2,152,134,041
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6,691
load_dataset() does not support tsv
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### Feature request the load_dataset() for local functions support file types like csv, json etc but not of type tsv (tab separated values). ### Motivation cant easily load files of type tsv, have to convert them to another type like csv then load ### Your contribution Can try by raising a PR with a little help, c...
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[ "#self-assign", "Hi @dipsivenkatesh,\r\n\r\nPlease note that this functionality is already implemented. Our CSV builder uses `pandas.read_csv` under the hood, and you can pass the parameter `delimiter=\"\\t\"` to read TSV files.\r\n\r\nSee the list of CSV config parameters in our docs: https://huggingface.co/docs...
https://api.github.com/repos/huggingface/datasets/issues/6690
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2,150,800,065
I_kwDODunzps6AMprB
6,690
Add function to convert a script-dataset to Parquet
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Add function to convert a script-dataset to Parquet and push it to the Hub, analogously to the Space: "Convert a Hugging Face dataset to Parquet"
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.load_dataset() method defaults to zstandard
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### Describe the bug Regardless of what method I use, datasets defaults to zstandard for unpacking my datasets. This is poor behavior, because not only is zstandard not a dependency in the huggingface package (and therefore, your dataset loading will be interrupted while it asks you to install the package), but it ...
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[ "The dataset is made of JSON files compressed using zstandard, as you can see here: https://huggingface.co/datasets/cerebras/SlimPajama-627B/tree/main/test/chunk1\r\n\r\nThat's why it asks for zstandard to be installed.\r\n\r\nThough I'm intrigued that you manage to load the dataset without zstandard installed. May...
https://api.github.com/repos/huggingface/datasets/issues/6688
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2,148,609,859
I_kwDODunzps6AES9D
6,688
Tensor type (e.g. from `return_tensors`) ignored in map
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### Describe the bug I don't know if it is a bug or an expected behavior, but the tensor type seems to be ignored after applying map. For example, mapping over to tokenize text with a transformers' tokenizer always returns lists and it ignore the `return_tensors` argument. If this is an expected behaviour (e.g., fo...
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[ "Hi, this is expected behavior since all the tensors are converted to Arrow data (the storage type behind a Dataset).\r\n\r\nTo get pytorch tensors back, you can set the dataset format to \"torch\":\r\n\r\n```python\r\nds = ds.with_format(\"torch\")\r\n```", "Thanks. Just one additional question. During the pipel...
https://api.github.com/repos/huggingface/datasets/issues/6686
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6,686
Question: Is there any way for uploading a large image dataset?
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I am uploading an image dataset like this: ``` dataset = load_dataset( "json", data_files={"train": "data/custom_dataset/train.json", "validation": "data/custom_dataset/val.json"}, ) dataset = dataset.cast_column("images", Sequence(Image())) dataset.push_to_hub("StanfordAIMI/custom_dataset", max_shard_si...
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[ "```\r\nimport pandas as pd\r\nfrom datasets import Dataset, Image\r\n\r\n# Read the CSV file\r\ndata = pd.read_csv(\"XXXX.csv\")\r\n\r\n# Create a Hugging Face Dataset\r\ndataset = Dataset.from_pandas(data)\r\ndataset = dataset.cast_column(\"file_name\", Image())\r\n\r\n# Upload to Hugging Face Hub (make sure auth...
https://api.github.com/repos/huggingface/datasets/issues/6679
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Node.js 16 GitHub Actions are deprecated
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`Node.js` 16 GitHub Actions are deprecated. See: https://github.blog/changelog/2023-09-22-github-actions-transitioning-from-node-16-to-node-20/ We should update them to Node 20. See warnings in our CI, e.g.: https://github.com/huggingface/datasets/actions/runs/7957295009?pr=6678 > Node.js 16 actions are deprecat...
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6,676
Can't Read List of JSON Files Properly
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### Describe the bug Trying to read a bunch of JSON files into Dataset class but default approach doesn't work. I don't get why it works when I read it one by one but not when I pass as a list :man_shrugging: The code fails with ``` ArrowInvalid: JSON parse error: Invalid value. in row 0 UnicodeDecodeError...
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[ "Found the issue, if there are other files in the directory, it gets caught into this `*` so essentially it should be `*.json`. Could we possibly to check for list of files to make sure the pattern matches json files and raise error if not?", "I don't think we should filter for `*.json` as this might silently rem...
https://api.github.com/repos/huggingface/datasets/issues/6675
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2,139,640,381
I_kwDODunzps5_iFI9
6,675
Allow image model (color conversion) to be specified as part of datasets Image() decode
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### Feature request Typical torchvision / torch Datasets in image applications apply color conversion in the Dataset portion of the code as part of image decode, separately from the image transform stack. This is true for PIL.Image where convert is usually called in dataset, for native torchvision https://pytorch.or...
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[ "It would be a great addition indeed :)\r\n\r\nThis can be implemented the same way we have `sampling_rate` for Audio(): we just add a new parameter to the Image() type and take this parameter into account in `Image.decode_example`\r\n\r\nEDIT: adding an example of how it can be used:\r\n\r\n```python\r\nds = ds.ca...
https://api.github.com/repos/huggingface/datasets/issues/6674
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2,139,595,576
I_kwDODunzps5_h6M4
6,674
Depprcated Overview.ipynb Link to new Quickstart Notebook invalid
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### Describe the bug For the dreprecated notebook found [here](https://github.com/huggingface/datasets/blob/main/notebooks/Overview.ipynb). The link to the new notebook is broken. ### Steps to reproduce the bug Click the [Quickstart notebook](https://github.com/huggingface/notebooks/blob/main/datasets_doc/quicksta...
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[ "Good catch! Feel free to open a PR to fix the link." ]
https://api.github.com/repos/huggingface/datasets/issues/6673
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2,139,522,827
I_kwDODunzps5_hocL
6,673
IterableDataset `set_epoch` is ignored when DataLoader `persistent_workers=True`
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### Describe the bug When persistent workers are enabled, the epoch that's set via the IterableDataset instance held by the training process is ignored by the workers as they are disconnected across processes. PyTorch samplers for non-iterable datasets have a mechanism to sync this, datasets.IterableDataset does ...
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6,671
CSV builder raises deprecation warning on verbose parameter
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CSV builder raises a deprecation warning on `verbose` parameter: ``` FutureWarning: The 'verbose' keyword in pd.read_csv is deprecated and will be removed in a future version. ``` See: - https://github.com/pandas-dev/pandas/pull/56556 - https://github.com/pandas-dev/pandas/pull/57450
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ValueError
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### Describe the bug ValueError Traceback (most recent call last) [<ipython-input-11-9b99bc80ec23>](https://localhost:8080/#) in <cell line: 11>() 9 import numpy as np 10 import matplotlib.pyplot as plt ---> 11 from datasets import DatasetDict, Dataset 12 from transf...
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[ "Hi @prashanth19bolukonda,\r\n\r\nYou have to restart the notebook runtime session after the installation of `datasets`.\r\n\r\nDuplicate of:\r\n- #5923", "Thank you soo much\r\n\r\nOn Fri, Feb 16, 2024 at 8:14 PM Albert Villanova del Moral <\r\n***@***.***> wrote:\r\n\r\n> Closed #6670 <https://github.com/huggin...
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6,669
attribute error when writing trainer.train()
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### Describe the bug AttributeError Traceback (most recent call last) Cell In[39], line 2 1 # Start the training process ----> 2 trainer.train() File /opt/conda/lib/python3.10/site-packages/transformers/trainer.py:1539, in Trainer.train(self, resume_from_checkpoint, trial, ignore...
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[ "Hi! Kaggle notebooks use an outdated version of `datasets`, so you should update the `datasets` installation (with `!pip install -U datasets`) to avoid the error.", "Thank you for your response\r\n\r\nOn Thu, Feb 29, 2024 at 10:55 PM Mario Šaško ***@***.***>\r\nwrote:\r\n\r\n> Closed #6669 <https://github.com/hu...
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Chapter 6 - Issue Loading `cnn_dailymail` dataset
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### Describe the bug So I am getting this bug when I try to run cell 4 of the Chapter 6 notebook code: `dataset = load_dataset("ccdv/cnn_dailymail", version="3.0.0")` Error Message: ``` --------------------------------------------------------------------------- ValueError Tracebac...
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https://api.github.com/repos/huggingface/datasets/issues/6667
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6,667
Default config for squad is incorrect
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### Describe the bug If you download Squad, it will download the plain_text version, but the config still specifies "default", so if you set the offline mode the cache will try to look it up according to the config_id which is "default" and this will say; ValueError: Couldn't find cache for squad for config 'default'...
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[ "you can try: pip install datasets==2.16.1" ]
https://api.github.com/repos/huggingface/datasets/issues/6663
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2,135,480,811
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6,663
`write_examples_on_file` and `write_batch` are broken in `ArrowWriter`
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### Describe the bug `write_examples_on_file` and `write_batch` are broken in `ArrowWriter` since #6636. The order between the columns and the schema is not preserved anymore. So these functions don't work anymore unless the order happens to align well. ### Steps to reproduce the bug Try to do `write_batch` with any...
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bryant1410
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[ "Thanks for reporting! I've left some comments on the PR on how to fix this recent change rather than reverting it.", "> Thanks for reporting! I've left some comments on the PR on how to fix this recent change rather than reverting it.\r\n\r\nI feel that'd be good, but it'd be great to release a hotfix ASAP (a re...
https://api.github.com/repos/huggingface/datasets/issues/6661
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2,132,296,267
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6,661
Import error on Google Colab
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### Describe the bug Cannot be imported on Google Colab, the import throws the following error: ValueError: pyarrow.lib.IpcWriteOptions size changed, may indicate binary incompatibility. Expected 88 from C header, got 72 from PyObject ### Steps to reproduce the bug 1. `! pip install -U datasets` 2. `import dataset...
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[ "Hi! This can happen if an incompatible `pyarrow` version (`pyarrow<12.0.0`) has been imported before the `datasets` installation and the Colab session hasn't been restarted afterward. To avoid the error, go to \"Runtime -> Restart session\" after `!pip install -U datasets` and before `import datasets`, or insert t...
https://api.github.com/repos/huggingface/datasets/issues/6657
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2,129,147,085
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6,657
Release not pushed to conda channel
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### Describe the bug The github actions step to publish the release 2.17.0 to conda channel has failed due to expired token. Can some one please update the anaconda token rerun the failed action? @albertvillanova ? ![image](https://github.com/huggingface/datasets/assets/7138162/1b56ad3d-7643-4778-9cce-4bf531717700...
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[ "Thanks for reporting, @atulsaurav.\r\n\r\nWe are investigating the issue. ", "I can't fix this issue because I do not appear as a team member of the huggingface datasets project: https://anaconda.org/huggingface/datasets\r\n\r\n@lhoestq could you please add `datasets` team members to the corresponding Anaconda p...
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2,127,338,377
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6,656
Error when loading a big local json file
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### Describe the bug When trying to load big json files from a local directory, `load_dataset` throws the following error ``` Traceback (most recent call last): File "/miniconda3/envs/conda-env/lib/python3.10/site-packages/datasets/builder.py", line 1989, in _prepare_split_single writer.write_table(table) ...
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[ "I get similar when dealing with a large jsonl file (6k lines), \r\n\r\n> TypeError: Couldn't cast array of type timestamp[us] to null\r\n\r\nYet when I split it into 1k lines, files, load_dataset works fine!\r\n\r\nhttps://github.com/huggingface/course/issues/692\r\n\r\n", "What's the proposed solution? :-)" ]
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2,127,020,042
I_kwDODunzps5-x8AK
6,655
Cannot load the dataset go_emotions
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### Describe the bug When I run the following code I get an exception; `go_emotions = load_dataset("go_emotions")` > AttributeError Traceback (most recent call last) Cell In[6], [line 1](vscode-notebook-cell:?execution_count=6&line=1) ----> [1](vscode-notebook-cell:?execution_count=6&l...
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arame
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[ "Thanks for reporting, @arame.\r\n\r\nI guess you have an old version of `transformers` (that submodule is present in `transformers` since version 3.0.1, since nearly 4 years ago). If you update it, the error should disappear:\r\n```shell\r\npip install -U transformers\r\n```\r\n\r\nOn the other hand, I am wonderin...
https://api.github.com/repos/huggingface/datasets/issues/6654
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2,126,939,358
I_kwDODunzps5-xoTe
6,654
Batched dataset map throws exception that cannot cast fixed length array to Sequence
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### Describe the bug I encountered a TypeError when batch processing a dataset with Sequence features in datasets package version 2.16.1. The error arises from a mismatch in handling fixed-size list arrays during the map function execution. Debugging pinpoints the issue to an if-statement in datasets/table.py, line 20...
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[ "Hi ! This issue has been fixed by https://github.com/huggingface/datasets/pull/6283\r\n\r\nCan you try again with the new release 2.17.0 ?\r\n\r\n```\r\npip install -U datasets\r\n```\r\n\r\n", "Amazing! It's indeed fixed now. Thanks!" ]
https://api.github.com/repos/huggingface/datasets/issues/6651
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2,126,649,626
I_kwDODunzps5-whka
6,651
Slice splits support for datasets.load_from_disk
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### Feature request Support for slice splits in `datasets.load_from_disk`, similar to how it's already supported for `datasets.load_dataset`. ### Motivation Slice splits are convienient in a numer of cases - adding support to `datasets.load_from_disk` would make working with local datasets easier and homogeniz...
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https://api.github.com/repos/huggingface/datasets/issues/6650
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2,125,680,991
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6,650
AttributeError: 'InMemoryTable' object has no attribute '_batches'
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### Describe the bug ``` Traceback (most recent call last): File "finetune.py", line 103, in <module> main(args) File "finetune.py", line 45, in main data_tokenized = data.map(partial(funcs.tokenize_function, tokenizer, File "/opt/conda/envs/ptca/lib/python3.8/site-packages/datasets/dataset_dict....
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[ "Hi! Does running the following code also return the same error on your machine? \r\n\r\n```python\r\nimport copy\r\nimport pyarrow as pa\r\nfrom datasets.table import InMemoryTable\r\n\r\ncopy.deepcopy(InMemoryTable(pa.table({\"a\": [1, 2, 3], \"b\": [\"foo\", \"bar\", \"foobar\"]})))\r\n```", "No, it doesn't, ...
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6,645
Support fsspec 2024.2
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Support fsspec 2024.2. First, we should address: - #6644
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[ "I'd be very grateful. This upper bound banished me straight into dependency hell today. :(" ]
https://api.github.com/repos/huggingface/datasets/issues/6644
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6,644
Support fsspec 2023.12
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Support fsspec 2023.12 by handling previous and new glob behavior.
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[ "The pinned fsspec version range dependency conflict has been affecting several of our users in https://github.com/iterative/dvc. I've opened an initial PR that I think should resolve the glob behavior changes with using datasets + the latest fsspec release.\r\n\r\nPlease let us know if there's any other fsspec rel...
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2,121,239,039
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6,643
Faiss GPU index cannot be serialised when passed to trainer
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### Describe the bug I am working on a retrieval project and encountering I have encountered two issues in the hugging face faiss integration: 1. I am trying to pass in a dataset with a faiss index to the Huggingface trainer. The code works for a cpu faiss index, but doesn't for a gpu one, getting error: ``` ...
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rubenweitzman
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[ "Hi ! make sure your query embeddings are numpy arrays, not torch tensors ;)", "Hi Quentin, not sure how that solves the problem number 1. I am trying to pass on a dataset with a faiss gpu for training to the standard trainer but getting this serialisation error. What is a workaround this? I do not want to remove...
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2,119,085,766
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6,642
Differently dataset object saved than it is loaded.
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### Describe the bug Differently sized object is saved than it is loaded. ### Steps to reproduce the bug Hi, I save dataset in a following way: ``` dataset = load_dataset("json", data_files={ "train": os.path.join(input_folder, f"{task_met...
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[ "I see now, that I have to use `load_from_disk`, in order to load dataset properly, not `load_dataset`. Why is this behavior split? Why do we need both, `load_dataset` and `load_from_disk`?\r\n\r\nUnless answered, I believe this might be helpful for other hf datasets newbies.\r\n\r\nAnyway, made a `load_dataset` co...
https://api.github.com/repos/huggingface/datasets/issues/6641
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2,116,963,132
I_kwDODunzps5-Lks8
6,641
unicodedecodeerror: 'utf-8' codec can't decode byte 0xac in position 25: invalid start byte
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### Describe the bug unicodedecodeerror: 'utf-8' codec can't decode byte 0xac in position 25: invalid start byte ### Steps to reproduce the bug ``` import sys sys.getdefaultencoding() 'utf-8' from datasets import load_dataset print(f"Train dataset size: {len(dataset['train'])}") print(f"Test datase...
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[ "Hi @Hughhuh. \r\n\r\nI have formatted the issue because it was not easily readable. Additionally, the environment info is incomplete: it seems you did not run the proposed CLI command `datasets-cli env` and essential information is missing: version of `datasets`, version of `pyarrow`,...\r\n\r\nWith the informatio...
https://api.github.com/repos/huggingface/datasets/issues/6640
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Sign Language Support
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### Feature request Currently, there are only several Sign Language labels, I would like to propose adding all the Signed Languages as new labels which are described in this ISO standard: https://www.evertype.com/standards/iso639/sign-language.html ### Motivation Datasets currently only have labels for several signe...
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https://api.github.com/repos/huggingface/datasets/issues/6638
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2,113,329,257
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6,638
Cannot download wmt16 dataset
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### Describe the bug As of this morning (PST) 2/1/2024, seeing the wmt16 dataset is missing from opus , could you suggest an alternative? ``` Downloading data files: 0%| | 0/4 [00:00<?, ?it/s]Tra...
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[ "Looks like it works with latest datasets repository\r\n```\r\n- `datasets` version: 2.16.2.dev0\r\n- Platform: Linux-5.15.0-92-generic-x86_64-with-glibc2.29\r\n- Python version: 3.8.10\r\n- `huggingface_hub` version: 0.20.3\r\n- PyArrow version: 15.0.0\r\n- Pandas version: 2.0.1\r\n- `fsspec` version: 2023.10.0\r\...
https://api.github.com/repos/huggingface/datasets/issues/6637
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2,113,025,975
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6,637
'with_format' is extremely slow when used together with 'interleave_datasets' or 'shuffle' on IterableDatasets
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### Describe the bug If you: 1. Interleave two iterable datasets together with the interleave_datasets function, or shuffle an iterable dataset 2. Set the output format to torch tensors with .with_format('torch') Then iterating through the dataset becomes over 100x slower than it is if you don't apply the torch...
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[ "The \"torch\" formatting is usually fast because we do zero-copy conversion from the Arrow data on your disk to Torch tensors. However IterableDataset shuffling seems to do data copies that slow down the pipeline, and it shuffles python objects instead of Arrow data.\r\n\r\nTo fix this we need to implement `Buffer...
https://api.github.com/repos/huggingface/datasets/issues/6624
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2,103,950,718
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6,624
How to download the laion-coco dataset
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The laion coco dataset is not available now. How to download it https://huggingface.co/datasets/laion/laion-coco
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[ "Hi, this dataset has been disabled by the authors, so unfortunately it's no longer possible to download it." ]
https://api.github.com/repos/huggingface/datasets/issues/6623
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2,103,870,123
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6,623
streaming datasets doesn't work properly with multi-node
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### Feature request Let’s say I have a dataset with 5 samples with values [1, 2, 3, 4, 5], with 2 GPUs (for DDP) and batch size of 2. This dataset is an `IterableDataset` since I am streaming it. Now I split the dataset using `split_dataset_by_node` to ensure it doesn’t get repeated. And since it’s already splitt...
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[ "@mariosasko, @lhoestq, @albertvillanova\r\nhey guys! can anyone help? or can you guys suggest who can help with this?", "Hi ! \r\n\r\n1. When the dataset is running of of examples, the last batches received by the GPU can be incomplete or empty/missing. We haven't implemented yet a way to ignore the last batch. ...
https://api.github.com/repos/huggingface/datasets/issues/6622
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2,103,780,697
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6,622
multi-GPU map does not work
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### Describe the bug Here is the code for single-GPU processing: https://pastebin.com/bfmEeK2y Here is the code for multi-GPU processing: https://pastebin.com/gQ7i5AQy Here is the video showing that the multi-GPU mapping does not work as expected (there are so many things wrong here, it's better to watch the 3-min...
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kopyl
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[ "This should now be fixed by https://github.com/huggingface/datasets/pull/6550 and updated with https://github.com/huggingface/datasets/pull/6646\r\n\r\nFeel free to re-open if you're still having issues :)" ]
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https://api.github.com/repos/huggingface/datasets/issues/6620
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wiki_dpr.py error (ID mismatch between lines {id} and vector {vec_id}
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### Describe the bug I'm trying to run a rag example, and the dataset is wiki_dpr. wiki_dpr download and extracting have been completed successfully. However, at the generating train split stage, an error from wiki_dpr.py keeps popping up. Especially in "_generate_examples" : 1. The following error occurs in the...
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[ "Thanks for reporting, @kiehls90.\r\n\r\nAs this seems an issue with the specific \"wiki_dpr\" dataset, I am transferring the issue to the corresponding dataset page: https://huggingface.co/datasets/wiki_dpr/discussions/13" ]
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While importing load_dataset from datasets
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### Describe the bug cannot import name 'DEFAULT_CIPHERS' from 'urllib3.util.ssl_' this is the error i received ### Steps to reproduce the bug from datasets import load_dataset ### Expected behavior No errors ### Environment info python 3.11.5
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[ "Hi! Can you please share the error's stack trace so we can see where it comes from?", "We cannot reproduce the issue and we do not have enough information: environment info (need to run `datasets-cli env`), stack trace,...\r\n\r\nI am closing the issue. Feel free to reopen it (with additional information) if the...
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[ "Sorry I posted in the wrong repo, please delete.. thanks!" ]
https://api.github.com/repos/huggingface/datasets/issues/6614
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`datasets/downloads` cleanup tool
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### Feature request Splitting off https://github.com/huggingface/huggingface_hub/issues/1997 - currently `huggingface-cli delete-cache` doesn't take care of cleaning `datasets` temp files e.g. I discovered having millions of files under `datasets/downloads` cache, I had to do: ``` sudo find /data/huggingface/...
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cnn_dailymail repeats itself
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### Describe the bug When I try to load `cnn_dailymail` dataset, it takes longer than usual and when I checked the dataset it's 3x bigger than it's supposed to be. Check https://huggingface.co/datasets/cnn_dailymail: it says 287k rows for train. But when I check length of train split it says 861339. Also I che...
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[ "Hi ! We recently updated `cnn_dailymail` and now `datasets>=2.14` is needed to load it.\r\n\r\nYou can update `datasets` with\r\n\r\n```\r\npip install -U datasets\r\n```" ]
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`load_from_disk` with large dataset from S3 runs into `botocore.exceptions.ClientError`
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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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https://api.github.com/repos/huggingface/datasets/issues/6610
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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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### 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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[ "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 ...
https://api.github.com/repos/huggingface/datasets/issues/6609
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https://github.com/huggingface/datasets/issues/6609
2,095,085,650
I_kwDODunzps584HhS
6,609
Wrong path for cache directory in offline mode
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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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[ "+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 !" ]
https://api.github.com/repos/huggingface/datasets/issues/6605
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2,090,188,376
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6,605
ELI5 no longer available, but referenced in example code
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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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[ "Addressed in https://github.com/huggingface/transformers/pull/28715." ]
https://api.github.com/repos/huggingface/datasets/issues/6604
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2,089,713,945
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6,604
Transform fingerprint collisions due to setting fixed random seed
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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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normster
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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" ]
https://api.github.com/repos/huggingface/datasets/issues/6603
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2,089,230,766
I_kwDODunzps58hyGu
6,603
datasets map `cache_file_name` does not work
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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...
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ChenchaoZhao
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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...
https://api.github.com/repos/huggingface/datasets/issues/6602
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2,089,217,483
I_kwDODunzps58hu3L
6,602
Index error when data is large
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### 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...
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ChenchaoZhao
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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 ...
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Loading CSV exported dataset has unexpected format
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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...
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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(...