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https://api.github.com/repos/huggingface/datasets/issues/6218
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1,883,734,000
PR_kwDODunzps5Zqw3Y
6,218
Rename old push_to_hub configs to "default" in dataset_infos
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Fix ```python from datasets import load_dataset_builder b = load_dataset_builder("lambdalabs/pokemon-blip-captions", "default") print(b.info) ``` which should return ``` DatasetInfo( features={'image': Image(decode=True, id=None), 'text': Value(dtype='string', id=None)}, dataset_name='pokemon-bli...
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6,217
`Dataset.to_dict()` ignore `decode=True` with Image feature
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2023-09-06T09:26:16
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### Describe the bug `Dataset.to_dict` seems to ignore the decoding instruction passed in features. ### Steps to reproduce the bug ```python import datasets import numpy as np from PIL import Image img = np.random.randint(0, 256, (5, 5, 3), dtype=np.uint8) img = Image.fromarray(img) features = datasets.Fea...
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Release: 2.13.2
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Fix checking patterns to infer packaged builder
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Don't ignore results of pattern resolving if `self.data_files` is not None. Otherwise lines 854 and 1037 make no sense.
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Unpin fsspec < 2023.9.0
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Once root issue is fixed, remove temporary pin of fsspec < 2023.9.0 introduced by: - #6210 Related to issue: - #6209 After investigation, I think the root issue is related to the new glob behavior with double asterisk `**` they have introduced in: - https://github.com/fsspec/filesystem_spec/pull/1329
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Better list array values handling in cast/embed storage
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2023-09-04T16:21:23
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Use [`array.flatten`](https://arrow.apache.org/docs/python/generated/pyarrow.ListArray.html#pyarrow.ListArray.flatten) that takes `.offset` into account instead of `array.values` in array cast/embed.
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Tilde (~) is not supported for data_files
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2023-09-04T14:23:49
2023-09-05T08:28:39
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### Describe the bug Attempting to `load_dataset` from a path starting with `~` (as a shorthand for the user's home directory) seems not to be fully working - at least as far as the `parquet` dataset builder is concerned. (the same file can be loaded correctly if providing its absolute path instead) I think that...
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Fix empty splitinfo json
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If a split is empty, then the JSON split info should mention num_bytes = 0 and num_examples = 0. Until now they were omited because the JSON dumps ignore the fields that are equal to the default values. This is needed in datasets-server since we parse this information to the viewer
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Temporarily pin fsspec < 2023.9.0
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Temporarily pin fsspec < 2023.9.0 until permanent solution is found. Hot fix #6209.
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CI is broken with AssertionError: 3 failed, 12 errors
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Our CI is broken: 3 failed, 12 errors See: https://github.com/huggingface/datasets/actions/runs/6069947111/job/16465138041 ``` =========================== short test summary info ============================ FAILED tests/test_load.py::ModuleFactoryTest::test_LocalDatasetModuleFactoryWithoutScript_with_data_dir - ...
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6,208
Do not filter out .zip extensions from no-script datasets
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This PR is a hotfix of: - #6207 That PR introduced the filtering out of `.zip` extensions. This PR reverts that. Hot fix #6207. Maybe we should do patch releases: the bug was introduced in 2.13.1. CC: @lhoestq
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No-script datasets with ZIP files do not load
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While investigating an issue on a Hub dataset, I have discovered the no-script datasets containing ZIP files do not load. For example, that no-script dataset containing ZIP files, raises NonMatchingSplitsSizesError: ```python In [2]: ds = load_dataset("sidovic/LearningQ-qg") NonMatchingSplitsSizesError: [ { ...
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6,206
When calling load_dataset, raise error: pyarrow.lib.ArrowInvalid: offset overflow while concatenating arrays
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2023-09-04T04:14:00
2024-04-17T15:53:29
2023-09-04T06:05:49
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### Describe the bug When calling load_dataset, raise error ``` Traceback (most recent call last): File "/home/aihao/miniconda3/envs/torch/lib/python3.11/site-packages/datasets/builder.py", line 1694, in _pre pare_split_single ...
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6,203
Support loading from a DVC remote repository
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2023-09-01T14:04:52
2023-09-15T15:11:27
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### Feature request Adding support for loading a file from a DVC repository, tracked remotely on a SCM. ### Motivation DVC is a popular version control system to version and manage datasets. The files are stored on a remote object storage platform, but they are tracked using Git. Integration with DVC is possible thr...
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6,202
avoid downgrading jax version
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2023-09-01T02:57:57
2023-10-12T16:28:59
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### Feature request Whenever I `pip install datasets[jax]` it downgrades jax to version 0.3.25. I seem to be able to install this library first then upgrade jax back to version 0.4.13. ### Motivation It would be nice to not overwrite currently installed version of jax if possible. ### Your contribution I...
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6,201
Fix to_json ValueError and remove pandas pin
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2023-08-31T10:38:08
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This PR fixes the root cause of the issue: - #6197 This PR also removes the temporary pin of `pandas` introduced by: - #6200 Note that for orient in ['records', 'values'], index value is ignored but - in `pandas` < 2.1.0, a ValueError is raised if not index and orient not in ['split', 'table'] - for orien...
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Temporarily pin pandas < 2.1.0
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Temporarily pin `pandas` < 2.1.0 until permanent solution is found. Hot fix #6197.
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Use load_dataset for local json files, but it not works
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2023-08-31T09:42:34
2023-08-31T19:05:07
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### Describe the bug when I use load_dataset to load my local datasets,it always goes to Hugging Face to download the data instead of loading the local dataset. ### Steps to reproduce the bug `raw_datasets = load_dataset( ‘json’, data_files=data_files)` ### Expected behavior ![image](https://gi...
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6,198
Preserve split order in DataFilesDict
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After investigation, I have found that this copy forces the splits to be sorted alphabetically: https://github.com/huggingface/datasets/blob/029227a116c14720afca71b9b22e78eb2a1c09a6/src/datasets/builder.py#L556 This PR removes the alphabetically sort of `DataFilesDict` keys. - Note that for a `dict`, the order of k...
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ValueError: 'index=True' is only valid when 'orient' is 'split', 'table', 'index', or 'columns'
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### Describe the bug Saving a dataset `.to_json()` fails with a `ValueError` since the latest `pandas` [release](https://pandas.pydata.org/docs/dev/whatsnew/v2.1.0.html) (`2.1.0`) In their latest release we have: > Improved error handling when using [DataFrame.to_json()](https://pandas.pydata.org/docs/dev/refere...
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Split order is not preserved
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I have noticed that in some cases the split order is not preserved. For example, consider a no-script dataset with configs: ```yaml configs: - config_name: default data_files: - split: train path: train.csv - split: test path: test.csv ``` - Note the defined split order is [train, test] On...
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Force to reuse cache at given path
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### Describe the bug I have run the official example of MLM like: ```bash python run_mlm.py \ --model_name_or_path roberta-base \ --dataset_name togethercomputer/RedPajama-Data-1T \ --dataset_config_name arxiv \ --per_device_train_batch_size 10 \ --preprocessing_num_workers 20 ...
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Support custom fingerprinting with `Dataset.from_generator`
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### Feature request When using `Dataset.from_generator`, the generator is hashed when building the fingerprint. Similar to `.map`, it would be interesting to let the user bypass this hashing by accepting a `fingerprint` argument to `.from_generator`. ### Motivation Using the `.from_generator` constructor with ...
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Dataset loading script method does not work with .pyc file
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### Describe the bug The huggingface dataset library specifically looks for ‘.py’ file while loading the dataset using loading script approach and it does not work with ‘.pyc’ file. While deploying in production, it becomes an issue when we are restricted to use only .pyc files. Is there any work around for this ? #...
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Set minimal fsspec version requirement to 2023.1.0
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Fix https://github.com/huggingface/datasets/issues/6141 Colab installs 2023.6.0, so we should be good 🙂
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I've noticed that when you're not working on the main branch, there are sometimes errors in the files returned. After some investigation, I realized that the revision was not properly passed everywhere. This PR proposes a fix.
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`Invalid user token` even when correct user token is passed!
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### Describe the bug I'm working on a dataset which comprises other datasets on the hub. URL: https://huggingface.co/datasets/open-asr-leaderboard/datasets-test-only Note: Some of the sub-datasets in this metadataset require explicit access. All the other datasets work fine, except, `common_voice`. ### Steps t...
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Don't alter input in Features.from_dict
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1,870,987,640
I_kwDODunzps5vhQF4
6,188
[Feature Request] Check the length of batch before writing so that empty batch is allowed
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2023-08-29T06:37:34
2023-09-19T21:55:38
2023-09-19T21:55:37
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### Use Case I use `dataset.map(process_fn, batched=True)` to process the dataset, with data **augmentations or filtering**. However, when all examples within a batch is filtered out, i.e. **an empty batch is returned**, the following error will be thrown: ``` ValueError: Schema and number of arrays unequal `...
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1,870,936,143
I_kwDODunzps5vhDhP
6,187
Couldn't find a dataset script at /content/tsv/tsv.py or any data file in the same directory
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2023-08-29T05:49:56
2023-08-29T16:21:45
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### Describe the bug ``` --------------------------------------------------------------------------- FileNotFoundError Traceback (most recent call last) [<ipython-input-48-6a7b3e847019>](https://localhost:8080/#) in <cell line: 7>() 5 } 6 ----> 7 csv_datasets_reloaded = load_...
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1,869,431,457
I_kwDODunzps5vbUKh
6,186
Feature request: add code example of multi-GPU processing
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2023-08-28T10:00:59
2024-10-07T09:39:51
2023-11-22T15:42:20
null
CONTRIBUTOR
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### Feature request Would be great to add a code example of how to do multi-GPU processing with 🤗 Datasets in the documentation. cc @stevhliu Currently the docs has a small [section](https://huggingface.co/docs/datasets/v2.3.2/en/process#map) on this saying "your big GPU call goes here", however it didn't work f...
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1,868,077,748
I_kwDODunzps5vWJq0
6,185
Error in saving the PIL image into *.arrow files using datasets.arrow_writer
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2023-08-26T12:15:57
2023-08-29T14:49:58
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### Describe the bug I am using the ArrowWriter from datasets.arrow_writer to save a json-style file as arrow files. Within the dictionary, it contains a feature called "image" which is a list of PIL.Image objects. I am saving the json using the following script: ``` def save_to_arrow(path,temp): with ArrowWri...
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1,867,766,143
I_kwDODunzps5vU9l_
6,184
Map cache does not detect function changes in another module
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2023-08-25T22:59:14
2023-08-29T20:57:07
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```python # dataset.py import os import datasets if not os.path.exists('/tmp/test.json'): with open('/tmp/test.json', 'w') as file: file.write('[{"text": "hello"}]') def transform(example): text = example['text'] # text += ' world' return {'text': text} data = datasets.load_dataset('json', ...
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1,867,743,276
I_kwDODunzps5vU4As
6,183
Load dataset with non-existent file
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2023-08-25T22:21:22
2023-08-29T13:26:22
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### Describe the bug When load a dataset from datasets and pass a wrong path to json with the data, error message does not contain something abount "wrong path" or "file do not exist" - ```SchemaInferenceError: Please pass `features` or at least one example when writing data``` ### Steps to reproduce the bug ...
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1,867,203,131
I_kwDODunzps5vS0I7
6,182
Loading Meteor metric in HF evaluate module crashes due to datasets import issue
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2023-08-25T14:54:06
2023-09-04T16:41:11
2023-08-31T14:38:23
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### Describe the bug When using python3.9 and ```evaluate``` module loading Meteor metric crashes at a non-existent import from ```datasets.config``` in ```datasets v2.14``` ### Steps to reproduce the bug ``` from evaluate import load meteor = load("meteor") ``` produces the following error: ``` from d...
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6,181
Fix import in `image_load` doc
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2023-08-25T13:12:19
2023-08-25T16:12:46
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Reported on [Discord](https://discord.com/channels/879548962464493619/1144295822209581168/1144295822209581168)
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Use `hf-internal-testing` repos for hosting test dataset repos
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Use `hf-internal-testing` for hosting instead of the maintainers' dataset repos.
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6,179
Map cache with tokenizer
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2023-08-25T12:55:18
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Similar issue to https://github.com/huggingface/datasets/issues/5985, but across different sessions rather than two calls in the same session. Unlike that issue, explicitly calling tokenizer(my_args) before the map() doesn't help, because the tokenizer was created with a different hash to begin with... setup ```...
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6,178
'import datasets' throws "invalid syntax error"
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2023-09-27T17:33:39
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### Describe the bug Hi, I have been trying to import the datasets library but I keep gtting this error. `Traceback (most recent call last): File /opt/local/jupyterhub/lib64/python3.9/site-packages/IPython/core/interactiveshell.py:3508 in run_code exec(code_obj, self.user_global_ns, self.user_ns) ...
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6,177
Use object detection images from `huggingface/documentation-images`
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6,176
how to limit the size of memory mapped file?
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2023-08-24T05:33:45
2023-10-11T06:00:10
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### Describe the bug Huggingface datasets use memory-mapped file to map large datasets in memory for fast access. However, it seems like huggingface will occupy all the memory for memory-mapped files, which makes a troublesome situation since we cluster will distribute a small portion of memory to me (once it's over ...
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6,175
PyArrow 13 CI fixes
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Fixes: * bumps the PyArrow version check in the `cast_array_to_feature` to avoid the offset bug (still not fixed) * aligns the Pandas formatting tests with the Numpy ones (the current test fails due to https://github.com/apache/arrow/pull/35656, which requires `.to_pandas(coerce_temporal_nanoseconds=True)` to always ...
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Fix CI for pyarrow 13.0.0
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pyarrow 13.0.0 just came out ``` FAILED tests/test_formatting.py::ArrowExtractorTest::test_pandas_extractor - AssertionError: Attributes of Series are different Attribute "dtype" are different [left]: datetime64[us, UTC] [right]: datetime64[ns, UTC] ``` ``` FAILED tests/test_table.py::test_cast_sliced_fi...
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6,172
Make Dataset streaming queries retryable
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### Feature request Streaming datasets, as intended, do not load the entire dataset in memory or disk. However, while querying the next data chunk from the remote, sometimes it is possible that the service is down or there might be other issues that may cause the query to fail. In such a scenario, it would be nice to ...
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6,171
Fix typo in about_mapstyle_vs_iterable.mdx
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feat: Return the name of the currently loaded file
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Added an optional parameter return_file_name in the load_dataset function. When it is set to True, the function will include the name of the file corresponding to the current line as a feature in the returned output. I added this here https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/js...
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6,169
Configurations in yaml not working
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### Dataset configurations cannot be created in YAML/README Hello! I'm trying to follow the docs here in order to create structure in my dataset as added from here (#5331): https://github.com/huggingface/datasets/blob/8b8e6ee067eb74e7965ca2a6768f15f9398cb7c8/docs/source/repository_structure.mdx#L110-L118 I have t...
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6,168
Fix ArrayXD YAML conversion
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Replace the `shape` tuple with a list in the `ArrayXD` YAML conversion. Fix #6112
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Allow hyphen in split name
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To fix https://discuss.huggingface.co/t/error-when-setting-up-the-dataset-viewer-streamingrowserror/51276.
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Document BUILDER_CONFIG_CLASS
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Related to https://github.com/huggingface/datasets/issues/6130
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Fix multiprocessing with spawn in iterable datasets
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The "Spawn" method is preferred when multiprocessing on macOS or Windows systems, instead of the "Fork" method on linux systems. This causes some methods of Iterable Datasets to break when using a dataloader with more than 0 workers. I fixed the issue by replacing lambda and local methods which are not pickle-abl...
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Fix: Missing a MetadataConfigs init when the repo has a `datasets_info.json` but no README
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When I try to push to an arrow repo (can provide the link on Slack), it uploads the files but fails to update the metadata, with ``` File "app.py", line 123, in add_new_eval eval_results[level].push_to_hub(my_repo, token=TOKEN, split=SPLIT) File "blabla_my_env_path/lib/python3.10/site-packages/datasets/arro...
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Error type: ArrowInvalid Details: Failed to parse string: '[254,254]' as a scalar of type int32
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### Describe the bug I am getting the following error while I am trying to upload the CSV sheet to train a model. My CSV sheet content is exactly same as shown in the example CSV file in the Auto Train page. Attaching screenshot of error for reference. I have also tried converting the index of the answer that are inte...
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load_dataset('json',...) from togethercomputer/RedPajama-Data-1T errors when jsonl rows contains different data fields
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### Describe the bug When loading some jsonl from redpajama-data-1T github source [togethercomputer/RedPajama-Data-1T](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T) fails due to one row of the file containing an extra field called **symlink_target: string>**. When deleting that line the loading...
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Fix protocol prefix for Beam
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Fix #6147
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Fix Parquet loading with `columns`
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Fix #6149
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Add `BoundingBox` feature
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... to make working with object detection datasets easier. Currently, `Sequence(int_or_float, length=4)` can be used to represent this feature optimally (in the storage backend), so I only see this feature being useful if we make it work with the viewer. Also, bounding boxes usually come in 4 different formats (explain...
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[docs] Complete `to_iterable_dataset`
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Finishes the `to_iterable_dataset` documentation by adding it to the relevant sections in the tutorial and guide.
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DatasetInfo.__init__() got an unexpected keyword argument '_column_requires_decoding'
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### Describe the bug When I was in load_dataset, it said "DatasetInfo.__init__() got an unexpected keyword argument '_column_requires_decoding'". The second time I ran it, there was no error and the dataset object worked ```python --------------------------------------------------------------------------- TypeErr...
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I_kwDODunzps5ujYXq
6,156
Why not use self._epoch as seed to shuffle in distributed training with IterableDataset
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2023-08-17T14:33:15
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### Describe the bug Currently, distributed training with `IterableDataset` needs to pass fixed seed to shuffle to keep each node use the same seed to avoid overlapping. https://github.com/huggingface/datasets/blob/a7f8d9019e7cb104eac4106bdc6ec0292f0dc61a/src/datasets/iterable_dataset.py#L1174-L1177 My question ...
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Raise FileNotFoundError when passing data_files that don't exist
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e.g. when running `load_dataset("parquet", data_files="doesnt_exist.parquet")`
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Use yaml instead of get data patterns when possible
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This would make the data files resolution faster: no need to list all the data files to infer the dataset builder to use. fix https://github.com/huggingface/datasets/issues/6140
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FolderBase Dataset automatically resolves under current directory when data_dir is not specified
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2025-06-18T14:18:42
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### Describe the bug FolderBase Dataset automatically resolves under current directory when data_dir is not specified. For example: ``` load_dataset("audiofolder") ``` takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:...
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Faster sorting for single key items
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### Feature request A faster way to sort a dataset which contains a large number of rows. ### Motivation The current sorting implementations took significantly longer than expected when I was running on a dataset trying to sort by timestamps. **Code snippet:** ```python ds = datasets.load_dataset( "json"...
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Allow dataset implement .take
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### Feature request I want to do: ``` dataset.take(512) ``` but it only works with streaming = True ### Motivation uniform interface to data sets. Really surprising the above only works with streaming = True. ### Your contribution Should be trivial to copy paste the IterableDataset .take to use the local pa...
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Dataset.from_parquet cannot load subset of columns
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### Describe the bug When using `Dataset.from_parquet(path_or_paths, columns=[...])` and a subset of columns, loading fails with a variant of the following ``` ValueError: Couldn't cast a: int64 -- schema metadata -- pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 273 to {'a': V...
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Ignore parallel warning in map_nested
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This warning message was shown every time you pass num_proc to `load_dataset` because of `map_nested` ``` parallel_map is experimental and might be subject to breaking changes in the future ``` This PR removes it for `map_nested`. If someone uses another parallel backend they're already warned when `parallel_ba...
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ValueError when running BeamBasedBuilder with GCS path in cache_dir
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2024-03-18T16:59:15
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### Describe the bug When running the BeamBasedBuilder with a GCS path specified in the cache_dir, the following ValueError occurs: ``` ValueError: Unable to get filesystem from specified path, please use the correct path or ensure the required dependency is installed, e.g., pip install apache-beam[gcp]. Path spec...
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1,848,417,366
I_kwDODunzps5uLJxW
6,146
DatasetGenerationError when load glue benchmark datasets from `load_dataset`
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2023-08-13T05:17:56
2023-08-26T22:09:09
2023-08-26T22:09:09
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### Describe the bug Package version: datasets-2.14.4 When I run the codes: ``` from datasets import load_dataset dataset = load_dataset("glue", "ax") ``` I got the following errors: --------------------------------------------------------------------------- SchemaInferenceError ...
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1,852,630,074
I_kwDODunzps5ubOQ6
6,153
custom load dataset to hub
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2023-08-13T04:42:22
2023-11-21T11:50:28
2023-10-08T17:04:16
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### System Info kaggle notebook i transformed dataset: ``` dataset = load_dataset("Dahoas/first-instruct-human-assistant-prompt") ``` to formatted_dataset: ``` Dataset({ features: ['message_tree_id', 'message_tree_text'], num_rows: 33143 }) ``` but would like to know how to upload to hub ### ...
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PR_kwDODunzps5Xx5If
6,145
Export to_iterable_dataset to document
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2023-08-12T07:00:14
2023-08-15T17:04:01
2023-08-15T16:55:24
null
CONTRIBUTOR
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Fix the export of a missing method of `Dataset`
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6,144
NIH exporter file not found
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2023-08-11T19:05:25
2023-08-14T23:28:38
null
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### Describe the bug can't use or download the nih exporter pile data. ``` 15 experiment_compute_diveristy_coeff_single_dataset_then_combined_datasets_with_domain_weights() 16 File "/lfs/ampere1/0/brando9/beyond-scale-language-data-diversity/src/diversity/div_coeff.py", line 474, in experiment_compute_diveri...
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1,846,205,216
I_kwDODunzps5uCtsg
6,142
the-stack-dedup fails to generate
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2023-08-11T05:10:49
2023-08-17T09:26:13
2023-08-17T09:26:13
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### Describe the bug I'm getting an error generating the-stack-dedup with datasets 2.13.1, and with 2.14.4 nothing happens. ### Steps to reproduce the bug My code: ``` import os import datasets as ds MY_CACHE_DIR = "/home/ubuntu/the-stack-dedup-local" MY_TOKEN="my-token" the_stack_ds = ds.load_dataset("...
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6,141
TypeError: ClientSession._request() got an unexpected keyword argument 'https'
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2023-08-11T02:40:32
2023-08-30T13:51:33
2023-08-30T13:51:33
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### Describe the bug Hello, when I ran the [code snippet](https://huggingface.co/docs/datasets/v2.14.4/en/loading#json) on the document, I encountered the following problem: ``` Python 3.10.9 (main, Mar 1 2023, 18:23:06) [GCC 11.2.0] on linux Type "help", "copyright", "credits" or "license" for more informatio...
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6,140
Misalignment between file format specified in configs metadata YAML and the inferred builder
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2023-08-10T15:07:34
2023-08-17T20:37:20
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There is a misalignment between the format of the `data_files` specified in the configs metadata YAML (CSV): ```yaml configs: - config_name: default data_files: - split: train path: data.csv ``` and the inferred builder (JSON). Note there are multiple JSON files in the repo, but they do not...
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6,139
Offline dataset viewer
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2023-08-10T11:30:00
2024-09-24T18:36:35
2023-09-29T13:10:22
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### Feature request The dataset viewer feature is very nice. It enables to the user to easily view the dataset. However, when working for private companies we cannot always upload the dataset to the hub. Is there a way to create dataset viewer offline? I.e. to run a code that will open some kind of html or something t...
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6,138
Ignore CI lint rule violation in Pickler.memoize
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2023-08-10T11:03:15
2023-08-10T11:31:45
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This PR ignores the violation of the lint rule E721 in `Pickler.memoize`. The lint rule violation was introduced in this PR: - #3182 @lhoestq is there a reason you did not use `isinstance` instead? As a hotfix, we just ignore the violation of the lint rule. Fix #6136.
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6,137
(`from_spark()`) Unable to connect HDFS in pyspark YARN setting
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### Describe the bug related issue: https://github.com/apache/arrow/issues/37057#issue-1841013613 --- Hello. I'm trying to interact with HDFS storage from a driver and workers of pyspark YARN cluster. Precisely I'm using **huggingface's `datasets`** ([link](https://github.com/huggingface/datasets)) library tha...
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CI check_code_quality error: E721 Do not compare types, use `isinstance()`
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After latest release of `ruff` (https://pypi.org/project/ruff/0.0.284/), we get the following CI error: ``` src/datasets/utils/py_utils.py:689:12: E721 Do not compare types, use `isinstance()` ```
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Remove unused allowed_extensions param
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This PR removes unused `allowed_extensions` parameter from `create_builder_configs_from_metadata_configs`.
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`datasets` cannot be installed alongside `apache-beam`
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### Describe the bug If one installs `apache-beam` alongside `datasets` (which is required for the [wikipedia](https://huggingface.co/datasets/wikipedia#dataset-summary) dataset) in certain environments (such as a Google Colab notebook), they appear to install successfully, however, actually trying to do something s...
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Dataset is slower after calling `to_iterable_dataset`
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### Describe the bug Can anyone explain why looping over a dataset becomes slower after calling `to_iterable_dataset` to convert to `IterableDataset` ### Steps to reproduce the bug Any dataset after converting to `IterableDataset` ### Expected behavior Maybe it should be faster on big dataset? I only test on small...
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to_iterable_dataset is missing in document
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2023-08-09T15:15:03
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### Describe the bug to_iterable_dataset is missing in document ### Steps to reproduce the bug to_iterable_dataset is missing in document ### Expected behavior document enhancement ### Environment info unrelated
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default config name doesn't work when config kwargs are specified.
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### Describe the bug https://github.com/huggingface/datasets/blob/12cfc1196e62847e2e8239fbd727a02cbc86ddec/src/datasets/builder.py#L518-L522 If `config_name` is `None`, `DEFAULT_CONFIG_NAME` should be select. But once users pass `config_kwargs` to their customized `BuilderConfig`, the logic is ignored, and dataset ...
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Release 2.14.4
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IndexError: Invalid key: 88 is out of bounds for size 0
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### Describe the bug This bug generates when I use torch.compile(model) in my code, which seems to raise an error in datasets lib. ### Steps to reproduce the bug I use the following code to fine-tune Falcon on my private dataset. ```python import transformers from transformers import ( AutoModelForCausalLM...
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This PR fixes 3 authentication issues: - Fix authentication when passing `token`. - Fix authentication in `Audio.decode_example` and `Image.decode_example`. - Fix authentication to resolve `data_files` in repositories without script. This PR also fixes our CI so that we properly test when passing `token` and we d...
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Private datasets do not load when passing token
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2023-08-07T15:06:47
2023-08-08T15:16:23
2023-08-08T15:16:23
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### Describe the bug Since the release of `datasets` 2.14, private/gated datasets do not load when passing `token`: they raise `EmptyDatasetError`. This is a non-planned backward incompatible breaking change. Note that private datasets do load if instead `download_config` is passed: ```python from datasets i...
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Reinforcement Learning and Robotics are not task categories in HF datasets metadata
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2023-08-05T23:59:42
2023-08-18T12:28:42
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### Describe the bug In https://huggingface.co/models there are task categories for RL and robotics but none in https://huggingface.co/datasets Our lab is currently moving our datasets over to hugging face and would like to be able to add those 2 tags Moreover we see some older datasets that do have that tag, bu...
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Datasets crashing runs due to KeyError
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2023-08-05T17:48:56
2023-11-30T16:28:57
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### Describe the bug Hi all, I have been running into a pretty persistent issue recently when trying to load datasets. ```python train_dataset = load_dataset( 'llama-2-7b-tokenized', split = 'train' ) ``` I receive a KeyError which crashes the runs. ``` Traceback (most recent call...
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Inaccurate Bounding Boxes in "wildreceipt" Dataset
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2023-08-05T14:34:13
2023-08-17T14:25:27
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### Describe the bug I would like to bring to your attention an issue related to the accuracy of bounding boxes within the "wildreceipt" dataset, which is made available through the Hugging Face API. Specifically, I have identified a discrepancy between the bounding boxes generated by the dataset loading commands, n...
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Upload README via `push_to_hub`
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2023-08-04T21:00:27
2023-08-21T18:18:54
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### Feature request `push_to_hub` now allows users to upload datasets programmatically. However, based on the latest doc, we still need to open the dataset page to add readme file manually. However, I do discover snippets to intialize a README for every `push_to_hub`: ``` dataset_card = ( DatasetCard( ...
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Small typo in the code example of create imagefolder dataset
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2023-08-04T13:45:32
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Fix type of code example of load imagefolder dataset
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Lookahead streaming support?
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2023-08-04T04:01:52
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### Feature request From what I understand, streaming dataset currently pulls the data, and process the data as it is requested. This can introduce significant latency delays when data is loaded into the training process, needing to wait for each segment. While the delays might be dataset specific (or even mappi...
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[Docs] Add description of `select_columns` to guide
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2023-08-04T03:13:30
2023-08-16T10:13:02
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Closes #6116
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IterableDataset.from_generator() fails with pickle error when provided a generator or iterator
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2025-11-18T16:07:04
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### Describe the bug **Description** Providing a generator in an instantiation of IterableDataset.from_generator() fails with `TypeError: cannot pickle 'generator' object` when the generator argument is supplied with a generator. **Code example** ``` def line_generator(files: List[Path]): if isinstance(f...
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Set dev version
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6,116
[Docs] The "Process" how-to guide lacks description of `select_columns` function
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2023-08-03T13:45:10
2023-08-16T10:02:53
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### Feature request The [how to process dataset guide](https://huggingface.co/docs/datasets/main/en/process) currently does not mention the [`select_columns`](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.Dataset.select_columns) function. It would be nice to include it in the gui...
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https://github.com/huggingface/datasets/pull/6115
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6,115
Release: 2.14.3
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2023-08-03T10:18:32
2023-08-03T15:08:02
2023-08-03T10:24:57
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6,114
Cache not being used when loading commonvoice 8.0.0
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2023-08-02T23:18:11
2023-08-18T23:59:00
2023-08-18T23:59:00
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### Describe the bug I have commonvoice 8.0.0 downloaded in `~/.cache/huggingface/datasets/mozilla-foundation___common_voice_8_0/en/8.0.0/b2f8b72f8f30b2e98c41ccf855954d9e35a5fa498c43332df198534ff9797a4a`. The folder contains all the arrow files etc, and was used as the cached version last time I touched the ec2 ins...
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