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https://api.github.com/repos/huggingface/datasets/issues/6217
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1883614607
I_kwDODunzps5wRa2P
6217
`Dataset.to_dict()` ignore `decode=True` with Image feature
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[ "We need to implement the `Image` type as a PyArrow extension type (to allow us to override the Python conversion) for this to work as expected. For now, it's best to use your approach indeed." ]
2023-09-06T09:26:16
2023-09-08T17:08:52
NaT
MEMBER
nan
### 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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1883492703
PR_kwDODunzps5Zp8al
6216
Release: 2.13.2
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-09-06T08:15:32
2023-09-06T08:52:18
2023-09-06 08:22:43+00:00
MEMBER
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1882176970
PR_kwDODunzps5ZlcqC
6215
Fix checking patterns to infer packaged builder
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[ "_The documentation is not available anymore as the PR was closed or merged._", "oh wow good catch", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy af...
2023-09-05T15:10:47
2023-09-06T10:34:00
2023-09-06 10:25:00+00:00
CONTRIBUTOR
nan
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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1881736469
I_kwDODunzps5wKQUV
6214
Unpin fsspec < 2023.9.0
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2023-09-05T11:02:58
2023-09-26T15:32:52
2023-09-26 15:32:52+00:00
MEMBER
nan
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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1880592987
PR_kwDODunzps5ZgHLO
6213
Better list array values handling in cast/embed storage
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-09-04T16:21:23
2024-01-11T06:32:20
2023-10-05 15:24:34+00:00
COLLABORATOR
nan
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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1880399516
I_kwDODunzps5wFJ6c
6212
Tilde (~) is not supported for data_files
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[ "Hi @exs-avianello, is it really needed? Note you can alternatively use `pathlib.Path` among others as it follows:\r\n\r\n```python\r\nimport datasets\r\nfrom pathlib import Path\r\n\r\n# save a parquet file at ~/path/to/data.parquet\r\n\r\ndata_files = Path.home() / \"path/to/data.parquet\"\r\ndataset = datasets.l...
2023-09-04T14:23:49
2023-09-05T08:28:39
NaT
NONE
nan
### 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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1880265906
PR_kwDODunzps5Ze-pv
6211
Fix empty splitinfo json
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-09-04T13:13:53
2023-09-04T14:58:34
2023-09-04 14:47:17+00:00
MEMBER
nan
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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PR_kwDODunzps5Zc4JF
6210
Temporarily pin fsspec < 2023.9.0
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-09-04T07:07:07
2023-09-04T07:40:23
2023-09-04 07:30:00+00:00
MEMBER
nan
Temporarily pin fsspec < 2023.9.0 until permanent solution is found. Hot fix #6209.
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6209
CI is broken with AssertionError: 3 failed, 12 errors
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2023-09-04T06:47:05
2023-09-04T07:30:01
2023-09-04 07:30:01+00:00
MEMBER
nan
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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1879572646
PR_kwDODunzps5ZcnpJ
6208
Do not filter out .zip extensions from no-script datasets
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-09-04T06:07:12
2023-09-04T09:22:19
2023-09-04 09:13:32+00:00
MEMBER
nan
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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6207
No-script datasets with ZIP files do not load
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2023-09-04T05:50:27
2023-09-04T09:13:33
2023-09-04 09:13:33+00:00
MEMBER
nan
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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I_kwDODunzps5wBn5R
6206
When calling load_dataset, raise error: pyarrow.lib.ArrowInvalid: offset overflow while concatenating arrays
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[ "I solved the problem by modifying the \"self DEFAULT_WRITER_BATCH_SIZE\" in \"class MyDataset (datasets. GeneratorBasedBuilder) : __init__\"", "same problem, and this solution worked me also - you can set this var by setting the keyword argument `writer_batch_size=...` in `load_dataset(...,writer_batch_size=...)...
2023-09-04T04:14:00
2024-04-17T15:53:29
2023-09-04 06:05:49+00:00
NONE
nan
### 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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1877491602
I_kwDODunzps5v6D-S
6203
Support loading from a DVC remote repository
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[ "(cross-posting from the linked DVC issue)\r\n\r\nI think this should already work out of the box with the current `datasets` and `dvc.api` releases by passing the correct `storage_options` into the datasets calls. `storage_options` is essentially just the kwargs dict that gets passed to the fsspec fs constructor.\...
2023-09-01T14:04:52
2023-09-15T15:11:27
2023-09-15 15:11:27+00:00
NONE
nan
### 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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I_kwDODunzps5v2xtP
6202
avoid downgrading jax version
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[ "https://github.com/huggingface/datasets/blob/main/setup.py#L236\r\nCurrently has the highest version at 0.3.25; Not sure if there is any reason for this, other than that was the tested version?" ]
2023-09-01T02:57:57
2023-10-12T16:28:59
2023-10-12 16:28:59+00:00
NONE
nan
### 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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6201
Fix to_json ValueError and remove pandas pin
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-08-31T10:38:08
2023-09-05T11:07:07
2023-09-05 10:58:21+00:00
MEMBER
nan
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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6200
Temporarily pin pandas < 2.1.0
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-31T09:45:17
2023-08-31T10:33:24
2023-08-31 10:24:38+00:00
MEMBER
nan
Temporarily pin `pandas` < 2.1.0 until permanent solution is found. Hot fix #6197.
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6199
Use load_dataset for local json files, but it not works
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[ "Hugging Face's datasets library may prioritize remote configurations. Make sure there are no conflicting configurations causing the library to prefer downloading data\r\nMay be try debugging\r\nraw_datasets = load_dataset('json', data_files=data_files)\r\nprint(raw_datasets)\r\n", "It doesn't download them but ...
2023-08-31T09:42:34
2023-08-31T19:05:07
NaT
NONE
nan
### 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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PR_kwDODunzps5ZNyBq
6198
Preserve split order in DataFilesDict
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-31T09:00:26
2023-08-31T13:57:31
2023-08-31 13:48:42+00:00
MEMBER
nan
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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6197
ValueError: 'index=True' is only valid when 'orient' is 'split', 'table', 'index', or 'columns'
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[ "Thanks for reporting. We are investigating it.", "This issue is caused by latest `pandas` release 2.1.0 (released yesterday Aug 30).\r\n\r\nSee: https://github.com/huggingface/datasets/actions/runs/6035484010/job/16375932085?pr=6198\r\n", "People using previous releases of `datasets` should pin `pandas` in the...
2023-08-31T08:51:50
2023-09-01T10:35:10
2023-08-31 10:24:40+00:00
NONE
nan
### 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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6196
Split order is not preserved
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2023-08-31T08:47:16
2023-08-31T13:48:43
2023-08-31 13:48:43+00:00
MEMBER
nan
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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1874195585
I_kwDODunzps5vtfSB
6195
Force to reuse cache at given path
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[ "realized that need to pass the path at `cache_file_name` like\r\n\r\n```python\r\ntokenized_datasets = raw_datasets[\"train\"].map(\r\n tokenize_function,\r\n batched=True,\r\n num_proc=data_args.preprocessing_num_workers,\r\n remove_columns=[text_column_...
2023-08-30T18:44:54
2023-11-03T10:14:21
2023-08-30 19:00:45+00:00
NONE
nan
### 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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1872598223
I_kwDODunzps5vnZTP
6194
Support custom fingerprinting with `Dataset.from_generator`
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[ "The `fingerprint` parameter serves a slightly different purpose - we use it to inject a new fingerprint after transforming a `Dataset` (computed from the previous fingerprint + transform + transform args), e.g., to be able to compute the cache file for a transform. There is no concept of `fingerprint` before a `Da...
2023-08-29T22:43:13
2024-02-29T03:46:54
NaT
NONE
nan
### 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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1872285153
I_kwDODunzps5vmM3h
6193
Dataset loading script method does not work with .pyc file
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[ "Before dynamically loading `.py` scripts with `importlib.import_module`, we also parse their contents to check imports, which is tricky to implement for binary `.pyc` files (requires parsing bytecode), so I don't think this is something we want to support (unless more users request it ofc) as this use case is a bi...
2023-08-29T19:35:06
2023-08-31T19:47:29
NaT
NONE
nan
### 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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1871911640
PR_kwDODunzps5ZDGnI
6192
Set minimal fsspec version requirement to 2023.1.0
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-08-29T15:23:41
2023-08-30T14:01:56
2023-08-30 13:51:32+00:00
COLLABORATOR
nan
Fix https://github.com/huggingface/datasets/issues/6141 Colab installs 2023.6.0, so we should be good 🙂
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1871634840
PR_kwDODunzps5ZCKmv
6191
Add missing `revision` argument
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I have found the same issue. Good fix. Should be merged as soon as possible.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_a...
2023-08-29T13:05:04
2023-09-04T06:38:17
2023-08-31 13:50:00+00:00
MEMBER
nan
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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1871582175
I_kwDODunzps5vjhPf
6190
`Invalid user token` even when correct user token is passed!
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[ "This is because `download_config.use_auth_token` is deprecated - you should use `download_config.token` instead", "Works! Thanks for the quick fix! <3" ]
2023-08-29T12:37:03
2023-08-29T13:01:10
2023-08-29 13:01:09+00:00
MEMBER
nan
### 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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1871569855
PR_kwDODunzps5ZB8Z9
6189
Don't alter input in Features.from_dict
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-29T12:29:47
2023-08-29T13:04:59
2023-08-29 12:52:48+00:00
MEMBER
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I_kwDODunzps5vhQF4
6188
[Feature Request] Check the length of batch before writing so that empty batch is allowed
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[ "I think this error means you filter all examples within an (input) batch by deleting its columns. In that case, to avoid the error, you can set the column value to an empty list (`input_batch[\"col\"] = []`) instead." ]
2023-08-29T06:37:34
2023-09-19T21:55:38
2023-09-19 21:55:37+00:00
NONE
nan
### 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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I_kwDODunzps5vhDhP
6187
Couldn't find a dataset script at /content/tsv/tsv.py or any data file in the same directory
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[ "Hi! You can load this dataset with:\r\n```python\r\ndata_files = {\r\n \"train\": \"/content/PUBHEALTH/train.tsv\",\r\n \"validation\": \"/content/PUBHEALTH/dev.tsv\",\r\n \"test\": \"/content/PUBHEALTH/test.tsv\",\r\n}\r\n\r\ntsv_datasets_reloaded = load_dataset(\"csv\", data_files=data_files, sep=\"\\t\...
2023-08-29T05:49:56
2023-08-29T16:21:45
NaT
NONE
nan
### 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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6186
Feature request: add code example of multi-GPU processing
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[ "That'd be a great idea! @mariosasko or @lhoestq, would it be possible to fix the code snippet or do you have another suggested way for doing this?", "Indeed `if __name__ == \"__main__\"` is important in this case.\r\n\r\nNot sure about the imbalanced GPU usage though, but maybe you can try using the `torch.cuda....
2023-08-28T10:00:59
2024-03-28T21:40:35
2023-11-22 15:42:20+00:00
CONTRIBUTOR
nan
### 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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1868077748
I_kwDODunzps5vWJq0
6185
Error in saving the PIL image into *.arrow files using datasets.arrow_writer
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[ "You can cast the `input_image` column to the `Image` type to fix the issue:\r\n```python\r\nds.cast_column(\"input_image\", datasets.Image())\r\n```" ]
2023-08-26T12:15:57
2023-08-29T14:49:58
NaT
NONE
nan
### 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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I_kwDODunzps5vU9l_
6184
Map cache does not detect function changes in another module
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[ "This issue is a duplicate of https://github.com/huggingface/datasets/issues/3297. This is a limitation of `dill`, a package we use for caching (non-`__main__` module objects are serialized by reference). You can find more info about it here: https://github.com/uqfoundation/dill/issues/424.\r\n\r\nIn your case, mo...
2023-08-25T22:59:14
2023-08-29T20:57:07
2023-08-29 20:56:49+00:00
NONE
nan
```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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1867743276
I_kwDODunzps5vU4As
6183
Load dataset with non-existent file
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[ "Same problem", "This was fixed in https://github.com/huggingface/datasets/pull/6155, which will be included in the next release (or you can install `datasets` from source to use it immediately)." ]
2023-08-25T22:21:22
2023-08-29T13:26:22
2023-08-29 13:26:22+00:00
NONE
nan
### 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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1867203131
I_kwDODunzps5vS0I7
6182
Loading Meteor metric in HF evaluate module crashes due to datasets import issue
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[ "Our minimal Python version requirement is 3.8, so we dropped `importlib_metadata`. \r\n\r\nFeel free to open a PR in the `evaluate` repo to replace the problematic import with\r\n```python\r\nif PY_VERSION < version.parse(\"3.8\"):\r\n import importlib_metadata\r\nelse:\r\n import importlib.metadata as impor...
2023-08-25T14:54:06
2023-09-04T16:41:11
2023-08-31 14:38:23+00:00
NONE
nan
### 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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PR_kwDODunzps5Yy2VO
6181
Fix import in `image_load` doc
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-25T13:12:19
2023-08-25T16:12:46
2023-08-25 16:02:24+00:00
COLLABORATOR
nan
Reported on [Discord](https://discord.com/channels/879548962464493619/1144295822209581168/1144295822209581168)
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6180
Use `hf-internal-testing` repos for hosting test dataset repos
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-25T13:10:26
2023-08-25T16:58:02
2023-08-25 16:46:22+00:00
COLLABORATOR
nan
Use `hf-internal-testing` for hosting instead of the maintainers' dataset repos.
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1867009016
I_kwDODunzps5vSEv4
6179
Map cache with tokenizer
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[ "https://github.com/huggingface/datasets/issues/5147 may be a solution, by passing in the tokenizer in a fn_kwargs and ignoring it in the fingerprint calculations", "I have a similar issue. I was using a Jupyter Notebook and every time I call the map function it performs tokenization from scratch again although t...
2023-08-25T12:55:18
2023-08-31T15:17:24
NaT
NONE
nan
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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I_kwDODunzps5vQjW2
6178
'import datasets' throws "invalid syntax error"
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[ "This seems to be related to your environment and not the `datasets` code (e.g., this could happen when exposing the Python 3.9 site packages to a lower Python version (interpreter))" ]
2023-08-25T08:35:14
2023-09-27T17:33:39
2023-09-27 17:33:39+00:00
NONE
nan
### 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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6177
Use object detection images from `huggingface/documentation-images`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-24T16:16:09
2023-08-25T16:30:00
2023-08-25 16:21:17+00:00
COLLABORATOR
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6176
how to limit the size of memory mapped file?
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[ "Hi! Can you share the error this reproducer throws in your environment? `streaming=True` streams the dataset as it's iterated over without creating a memory-map file.", "The trace of the error. Streaming works but is slower.\r\n```\r\nRoot Cause (first observed failure):\r\n[0]:\r\n time : 2023-08-24_06:06...
2023-08-24T05:33:45
2023-10-11T06:00:10
NaT
NONE
nan
### 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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6175
PyArrow 13 CI fixes
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-08-23T15:45:53
2023-08-25T13:15:59
2023-08-25 13:06:52+00:00
COLLABORATOR
nan
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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6173
Fix CI for pyarrow 13.0.0
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2023-08-23T14:11:20
2023-08-25T13:06:53
2023-08-25 13:06:53+00:00
MEMBER
nan
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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6172
Make Dataset streaming queries retryable
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[ "Hi! The streaming mode also retries requests - `datasets.config.STREAMING_READ_MAX_RETRIES` (20 sec by default) controls the number of retries and `datasets.config.STREAMING_READ_RETRY_INTERVAL` (5 sec) the sleep time between retries.\r\n\r\n> At step 1800 I got a 504 HTTP status code error from Huggingface hub fo...
2023-08-23T13:15:38
2023-11-06T13:54:16
NaT
NONE
nan
### 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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6171
Fix typo in about_mapstyle_vs_iterable.mdx
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6171). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-08-23T09:21:11
2023-08-23T09:32:59
2023-08-23 09:21:19+00:00
MEMBER
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6170
feat: Return the name of the currently loaded file
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[ "Your change adds a new element in the key used to avoid duplicates when generating the examples of a dataset. I don't think it fixes the issue you're trying to solve." ]
2023-08-23T07:08:17
2023-08-29T12:41:05
NaT
NONE
nan
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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6169
Configurations in yaml not working
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[ "Unfortunately, I cannot reproduce this behavior on my machine or Colab - the reproducer returns `['main_data', 'additional_data']` as expected.", "Thank you for looking into this, Mario. Is this on [my repository](https://huggingface.co/datasets/tsor13/test), or on another one that you have reproduced? Would you...
2023-08-23T00:13:22
2023-08-23T15:35:31
NaT
NONE
nan
### 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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1861867274
PR_kwDODunzps5YhT7Y
6168
Fix ArrayXD YAML conversion
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6168). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-08-22T17:02:54
2023-12-12T15:06:59
2023-12-12 15:00:43+00:00
COLLABORATOR
nan
Replace the `shape` tuple with a list in the `ArrayXD` YAML conversion. Fix #6112
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6167
Allow hyphen in split name
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-22T13:30:59
2024-01-11T06:31:31
2023-08-22 15:38:53+00:00
COLLABORATOR
nan
To fix https://discuss.huggingface.co/t/error-when-setting-up-the-dataset-viewer-streamingrowserror/51276.
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6166
Document BUILDER_CONFIG_CLASS
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-22T11:27:41
2023-08-23T14:01:25
2023-08-23 13:52:36+00:00
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Related to https://github.com/huggingface/datasets/issues/6130
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6165
Fix multiprocessing with spawn in iterable datasets
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lhoestq \r\nA test is failing, but I don't think it is due to my changes", "Good catch ! Could you add a test to make sure transformed IterableDataset objects are still picklable ?\r\n\r\nSomething like `test_pickle_after_many_tra...
2023-08-22T10:07:23
2023-08-29T13:27:14
2023-08-29 13:18:11+00:00
CONTRIBUTOR
nan
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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6164
Fix: Missing a MetadataConfigs init when the repo has a `datasets_info.json` but no README
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-21T14:57:54
2023-08-21T16:27:05
2023-08-21 16:18:26+00:00
MEMBER
nan
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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[ "Answered on the forum [here](https://discuss.huggingface.co/t/error-type-arrowinvalid-details-failed-to-parse-string-254-254-as-a-scalar-of-type-int32/51323)." ]
2023-08-19T11:34:40
2023-08-21T13:28:16
NaT
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nan
### 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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[ "Hi ! Feel free to open a discussion at https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T/discussions to ask the file to be fixed (or directly open a PR with the fixed file)\r\n\r\n`datasets` expects all the examples to have the same fields", "@lhoestq I think the problem is caused by the fact th...
2023-08-18T07:19:39
2023-08-18T17:00:35
NaT
NONE
nan
### 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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PR_kwDODunzps5YM0g7
6161
Fix protocol prefix for Beam
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-08-17T22:40:37
2024-03-18T17:01:21
2024-03-18 17:01:21+00:00
COLLABORATOR
nan
Fix #6147
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6160
Fix Parquet loading with `columns`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-17T21:58:24
2023-08-17T22:44:59
2023-08-17 22:36:04+00:00
COLLABORATOR
nan
Fix #6149
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6159
Add `BoundingBox` feature
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2023-08-17T20:49:51
2023-08-17T20:49:51
NaT
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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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6158
[docs] Complete `to_iterable_dataset`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-17T17:02:11
2023-08-17T19:24:20
2023-08-17 19:13:15+00:00
MEMBER
nan
Finishes the `to_iterable_dataset` documentation by adding it to the relevant sections in the tutorial and guide.
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I_kwDODunzps5ulRt_
6157
DatasetInfo.__init__() got an unexpected keyword argument '_column_requires_decoding'
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[ "Thanks for reporting, but we can only fix this issue if you can provide a reproducer that consistently reproduces it.", "@mariosasko Ok. What exactly does it mean to provide a reproducer", "To provide a code that reproduces the issue :)", "@mariosasko I complete the above code, is it enough?", "@mariosasko...
2023-08-17T15:48:11
2023-09-27T17:36:14
2023-09-27 17:36:14+00:00
NONE
nan
### 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
6156
Why not use self._epoch as seed to shuffle in distributed training with IterableDataset
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[ "@lhoestq ", "`_effective_generator` returns a RNG that takes into account `self._epoch` and the current dataset's base shuffling RNG (which can be set by specifying `seed=` in `.shuffle() for example`).\r\n\r\nTo fix your error you can pass `seed=` to `.shuffle()`. And the shuffling will depend on both this seed...
2023-08-17T10:58:20
2023-08-17T14:33:15
2023-08-17 14:33:14+00:00
CONTRIBUTOR
nan
### 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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1854661682
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6155
Raise FileNotFoundError when passing data_files that don't exist
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-17T09:49:48
2023-08-18T13:45:58
2023-08-18 13:35:13+00:00
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e.g. when running `load_dataset("parquet", data_files="doesnt_exist.parquet")`
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6154
Use yaml instead of get data patterns when possible
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2023-08-17T09:17:05
2023-08-17T20:46:25
2023-08-17 20:37:19+00:00
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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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6152
FolderBase Dataset automatically resolves under current directory when data_dir is not specified
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[ "@lhoestq ", "Makes sense, I guess this can be fixed in the load_dataset_builder method.\r\nIt concerns every packaged builder I think (see values in `_PACKAGED_DATASETS_MODULES`)", "I think the behavior is related to these lines, which short circuited the error handling.\r\nhttps://github.com/huggingface/datas...
2023-08-16T04:38:09
2024-04-04T11:45:29
NaT
CONTRIBUTOR
nan
### 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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6151
Faster sorting for single key items
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[ "`Dataset.sort` essentially does the same thing except it uses `pyarrow.compute.sort_indices` which doesn't involve copying the data into python objects (saving memory)\r\n\r\n```python\r\nsort_keys = [(col, \"ascending\") for col in column_names]\r\nindices = pc.sort_indices(self.data, sort_keys=sort_keys)\r\nretu...
2023-08-15T14:02:31
2023-08-21T14:38:26
2023-08-21 14:38:25+00:00
NONE
nan
### 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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1850740456
I_kwDODunzps5uUA7o
6150
Allow dataset implement .take
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[ "```\r\n dataset = IterableDataset(dataset) if type(dataset) != IterableDataset else dataset # to force dataset.take(batch_size) to work in non-streaming mode\r\n ```\r\n", "hf discuss: https://discuss.huggingface.co/t/how-does-one-make-dataset-take-512-work-with-streaming-false-with-hugging-face-data-set/5...
2023-08-15T00:17:51
2023-08-17T13:49:37
NaT
NONE
nan
### 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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1850700624
I_kwDODunzps5uT3NQ
6149
Dataset.from_parquet cannot load subset of columns
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[ "Looks like this regression was introduced in `datasets==2.13.0` (`2.12.0` could load a subset of columns)\r\n\r\nThis does not appear to be fixed by https://github.com/huggingface/datasets/pull/6045 (bug still exists on `main`)" ]
2023-08-14T23:28:22
2023-08-17T22:36:05
2023-08-17 22:36:05+00:00
CONTRIBUTOR
nan
### 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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1849524683
PR_kwDODunzps5X3oqv
6148
Ignore parallel warning in map_nested
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-14T10:43:41
2023-08-17T08:54:06
2023-08-17 08:43:58+00:00
MEMBER
nan
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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1848914830
I_kwDODunzps5uNDOO
6147
ValueError when running BeamBasedBuilder with GCS path in cache_dir
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[ "The cause of the error seems to be that `datasets` adds \"gcs://\" as a schema, while `beam` checks only \"gs://\".\r\n\r\ndatasets: https://github.com/huggingface/datasets/blob/c02a44715c036b5261686669727394b1308a3a4b/src/datasets/builder.py#L822\r\n\r\nbeam: [link](https://github.com/apache/beam/blob/25e1a64641b...
2023-08-14T03:11:34
2024-03-18T16:59:15
2024-03-18 16:59:14+00:00
NONE
nan
### 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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1848417366
I_kwDODunzps5uLJxW
6146
DatasetGenerationError when load glue benchmark datasets from `load_dataset`
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[ "I've tried clear the .cache file, doesn't work.", "This issue happens on AWS sagemaker", "This issue can happen if there is a directory named \"glue\" relative to the Python script with the `load_dataset` call (similar issue to this one: https://github.com/huggingface/datasets/issues/5228). Is this the case?",...
2023-08-13T05:17:56
2023-08-26T22:09:09
2023-08-26 22:09:09+00:00
NONE
nan
### 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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1852630074
I_kwDODunzps5ubOQ6
6153
custom load dataset to hub
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[ "This is an issue for the [Datasets repo](https://github.com/huggingface/datasets).", "> This is an issue for the [Datasets repo](https://github.com/huggingface/datasets).\r\n\r\nThanks @sgugger , I guess I will wait for them to address the issue . Looking forward to hearing from them ", "You can use `.push_to_...
2023-08-13T04:42:22
2023-11-21T11:50:28
2023-10-08 17:04:16+00:00
NONE
nan
### 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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1847811310
PR_kwDODunzps5Xx5If
6145
Export to_iterable_dataset to document
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-12T07:00:14
2023-08-15T17:04:01
2023-08-15 16:55:24+00:00
CONTRIBUTOR
nan
Fix the export of a missing method of `Dataset`
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1847296711
I_kwDODunzps5uG4LH
6144
NIH exporter file not found
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[ "related: https://github.com/huggingface/datasets/issues/3504", "another file not found:\r\n```\r\nTraceback (most recent call last):\r\n File \"/lfs/ampere1/0/brando9/miniconda/envs/beyond_scale/lib/python3.10/site-packages/fsspec/implementations/http.py\", line 417, in _info\r\n await _file_info(\r\n File ...
2023-08-11T19:05:25
2023-08-14T23:28:38
NaT
NONE
nan
### 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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1846205216
I_kwDODunzps5uCtsg
6142
the-stack-dedup fails to generate
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[ "@severo ", "It seems that some parquet files have additional columns.\r\n\r\nI ran a scan and found that two files have the additional `__id__` column:\r\n\r\n1. `hf://datasets/bigcode/the-stack-dedup/data/numpy/data-00000-of-00001.parquet`\r\n2. `hf://datasets/bigcode/the-stack-dedup/data/omgrofl/data-00000-of-...
2023-08-11T05:10:49
2023-08-17T09:26:13
2023-08-17 09:26:13+00:00
NONE
nan
### 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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1846117729
I_kwDODunzps5uCYVh
6141
TypeError: ClientSession._request() got an unexpected keyword argument 'https'
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[ "Hi! I cannot reproduce this error on my machine or in Colab. Which version of `fsspec` do you have installed?" ]
2023-08-11T02:40:32
2023-08-30T13:51:33
2023-08-30 13:51:33+00:00
NONE
nan
### 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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1845384712
I_kwDODunzps5t_lYI
6140
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
2023-08-17 20:37:20+00:00
MEMBER
nan
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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I_kwDODunzps5t-FZf
6139
Offline dataset viewer
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[ "Hi, thanks for the suggestion. It's not possible at the moment. The viewer is part of the Hub codebase and only works on public datasets. Also, it relies on [Datasets Server](https://github.com/huggingface/datasets-server/), which prepares the data and provides an API to access the rows, size, etc.\r\n\r\nIf you'r...
2023-08-10T11:30:00
2024-02-13T12:22:55
2023-09-29 13:10:22+00:00
NONE
nan
### 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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1844952496
PR_kwDODunzps5XoH2V
6138
Ignore CI lint rule violation in Pickler.memoize
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-08-10T11:03:15
2023-08-10T11:31:45
2023-08-10 11:22:56+00:00
MEMBER
nan
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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1844952312
I_kwDODunzps5t97z4
6137
(`from_spark()`) Unable to connect HDFS in pyspark YARN setting
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2023-08-10T11:03:08
2023-08-10T11:03:08
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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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I_kwDODunzps5t9sE6
6136
CI check_code_quality error: E721 Do not compare types, use `isinstance()`
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2023-08-10T10:19:50
2023-08-10T11:22:58
2023-08-10 11:22:58+00:00
MEMBER
nan
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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PR_kwDODunzps5Xn2AT
6135
Remove unused allowed_extensions param
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-10T10:09:54
2023-08-10T12:08:38
2023-08-10 12:00:02+00:00
MEMBER
nan
This PR removes unused `allowed_extensions` parameter from `create_builder_configs_from_metadata_configs`.
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1844535142
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6134
`datasets` cannot be installed alongside `apache-beam`
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[ "I noticed that this is actually covered by issue #5613, which for some reason I didn't see when I searched the issues in this repo the first time." ]
2023-08-10T06:54:32
2023-09-01T03:19:49
2023-08-10 15:22:10+00:00
NONE
nan
### 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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6133
Dataset is slower after calling `to_iterable_dataset`
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[ "@lhoestq ", "It's roughly the same code between the two so we can expected roughly the same speed, could you share a benchmark ?" ]
2023-08-10T06:36:23
2023-08-16T09:18:54
NaT
CONTRIBUTOR
nan
### 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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6132
to_iterable_dataset is missing in document
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[ "Fixed with PR" ]
2023-08-09T15:15:03
2023-08-16T04:43:36
2023-08-16 04:43:29+00:00
CONTRIBUTOR
nan
### 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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6130
default config name doesn't work when config kwargs are specified.
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[ "@lhoestq ", "What should be the behavior in this case ? Should it override the default config with the added parameter ?", "I know why it should be treated as a new config if overriding parameters are passed. But in some case, I just pass in some common fields like `data_dir`.\r\n\r\nFor example, I want to ext...
2023-08-09T12:43:15
2023-11-22T11:50:49
2023-11-22 11:50:48+00:00
CONTRIBUTOR
nan
### 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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6129
Release 2.14.4
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-08T15:43:56
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IndexError: Invalid key: 88 is out of bounds for size 0
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[ "Hi @TomasAndersonFang,\r\n\r\nHave you tried instead to use `torch_compile` in `transformers.TrainingArguments`? https://huggingface.co/docs/transformers/v4.31.0/en/main_classes/trainer#transformers.TrainingArguments.torch_compile", "> \r\n\r\nI tried this and got the following error:\r\n\r\n```\r\nTraceback (mo...
2023-08-08T15:32:08
2023-12-26T07:51:57
2023-08-11 13:35:09+00:00
NONE
nan
### 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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1839746721
PR_kwDODunzps5XWdP5
6127
Fix authentication issues
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-07T15:41:25
2023-08-08T15:24:59
2023-08-08 15:16:22+00:00
MEMBER
nan
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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1839675320
I_kwDODunzps5tpze4
6126
Private datasets do not load when passing token
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[ "Our CI did not catch this issue because with current implementation, stored token in `HfFolder` (which always exists) is used by default.", "I can confirm this and have the same problem (and just went almost crazy because I couldn't figure out the source of this problem because on another computer everything wor...
2023-08-07T15:06:47
2023-08-08T15:16:23
2023-08-08 15:16:23+00:00
MEMBER
nan
### 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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1837980986
I_kwDODunzps5tjV06
6125
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
2023-08-18 12:28:42+00:00
NONE
nan
### 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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1837868112
I_kwDODunzps5ti6RQ
6124
Datasets crashing runs due to KeyError
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[ "i once had the same error and I could fix that by pushing a fake or a dummy commit on my hugging face dataset repo", "Hi! We need a reproducer to fix this. Can you provide a link to the dataset (if it's public)?", "> Hi! We need a reproducer to fix this. Can you provide a link to the dataset (if it's public)?\...
2023-08-05T17:48:56
2023-11-30T16:28:57
2023-11-30 16:28:57+00:00
NONE
nan
### 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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1837789294
I_kwDODunzps5tinBu
6123
Inaccurate Bounding Boxes in "wildreceipt" Dataset
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[ "Hi! Thanks for the investigation, but we are not the authors of these datasets, so please report this on the Hub instead so that the actual authors can fix it." ]
2023-08-05T14:34:13
2023-08-17T14:25:27
2023-08-17 14:25:26+00:00
NONE
nan
### 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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1837335721
I_kwDODunzps5tg4Sp
6122
Upload README via `push_to_hub`
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[ "You can use `huggingface_hub`'s [Card API](https://huggingface.co/docs/huggingface_hub/package_reference/cards) to programmatically push a dataset card to the Hub." ]
2023-08-04T21:00:27
2023-08-21T18:18:54
2023-08-21 18:18:54+00:00
NONE
nan
### 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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1836761712
PR_kwDODunzps5XMsWd
6121
Small typo in the code example of create imagefolder dataset
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[ "Hi,\r\n\r\nI found a small typo in the code example of create imagefolder dataset. It confused me a little when I first saw it.\r\n\r\nBest Regards.\r\n\r\nXin" ]
2023-08-04T13:36:59
2023-08-04T13:45:32
2023-08-04 13:41:43+00:00
NONE
nan
Fix type of code example of load imagefolder dataset
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I_kwDODunzps5tb4w6
6120
Lookahead streaming support?
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[ "In which format is your dataset? We could expose the `pre_buffer` flag for Parquet to use PyArrow's background thread pool to speed up loading. " ]
2023-08-04T04:01:52
2023-08-17T17:48:42
NaT
NONE
nan
### 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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1835996350
PR_kwDODunzps5XKI19
6119
[Docs] Add description of `select_columns` to guide
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-04T03:13:30
2023-08-16T10:13:02
2023-08-16 10:02:52+00:00
CONTRIBUTOR
nan
Closes #6116
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1835940417
I_kwDODunzps5tbjpB
6118
IterableDataset.from_generator() fails with pickle error when provided a generator or iterator
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[ "Hi! `IterableDataset.from_generator` expects a generator function, not the object (to be consistent with `Dataset.from_generator`).\r\n\r\nYou can fix the above snippet as follows:\r\n```python\r\ntrain_dataset = IterableDataset.from_generator(line_generator, fn_kwargs={\"files\": model_training_files})\r\n```", ...
2023-08-04T01:45:04
2023-12-04T09:28:50
NaT
NONE
nan
### 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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1835213848
PR_kwDODunzps5XHktw
6117
Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6117). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-08-03T14:46:04
2023-08-03T14:56:59
2023-08-03 14:46:18+00:00
MEMBER
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6116
[Docs] The "Process" how-to guide lacks description of `select_columns` function
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[ "Great idea, feel free to open a PR! :)" ]
2023-08-03T13:45:10
2023-08-16T10:02:53
2023-08-16 10:02:53+00:00
CONTRIBUTOR
nan
### 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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6115
Release: 2.14.3
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-08-03T10:18:32
2023-08-03T15:08:02
2023-08-03 10:24:57+00:00
MEMBER
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1834015584
I_kwDODunzps5tUNtg
6114
Cache not being used when loading commonvoice 8.0.0
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[ "You can avoid this by using the `revision` parameter in `load_dataset` to always force downloading a specific commit (if not specified it defaults to HEAD, hence the redownload).", "Thanks @mariosasko this works well, looks like I should have read the documentation a bit more carefully. \r\n\r\nIt is still a bi...
2023-08-02T23:18:11
2023-08-18T23:59:00
2023-08-18 23:59:00+00:00
NONE
nan
### 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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1833854030
I_kwDODunzps5tTmRO
6113
load_dataset() fails with streamlit caching inside docker
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[ "Hi! This should be fixed in the latest (patch) release (run `pip install -U datasets` to install it). This behavior was due to a bug in our authentication logic." ]
2023-08-02T20:20:26
2023-08-21T18:18:27
2023-08-21 18:18:27+00:00
NONE
nan
### Describe the bug When calling `load_dataset` in a streamlit application running within a docker container, get a failure with the error message: EmptyDatasetError: The directory at hf://datasets/fetch-rewards/inc-rings-2000@bea27cf60842b3641eae418f38864a2ec4cde684 doesn't contain any data files Traceback: Fil...
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