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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type struct<url: string, html_url: string, labels_url: string, id: int64, node_id: string, number: int64, title: string, description: string, creator: struct<login: string, id: int64, node_id: string, avatar_url: string, gravatar_id: string, url: string, html_url: string, followers_url: string, following_url: string, gists_url: string, starred_url: string, subscriptions_url: string, organizations_url: string, repos_url: string, events_url: string, received_events_url: string, type: string, site_admin: bool>, open_issues: int64, closed_issues: int64, state: string, created_at: int64, updated_at: int64, due_on: int64, closed_at: int64> to null
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in cast_table_to_schema
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in <listcomp>
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2116, in cast_array_to_feature
                  return array_cast(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1804, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1964, in array_cast
                  raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
              TypeError: Couldn't cast array of type struct<url: string, html_url: string, labels_url: string, id: int64, node_id: string, number: int64, title: string, description: string, creator: struct<login: string, id: int64, node_id: string, avatar_url: string, gravatar_id: string, url: string, html_url: string, followers_url: string, following_url: string, gists_url: string, starred_url: string, subscriptions_url: string, organizations_url: string, repos_url: string, events_url: string, received_events_url: string, type: string, site_admin: bool>, open_issues: int64, closed_issues: int64, state: string, created_at: int64, updated_at: int64, due_on: int64, closed_at: int64> to null
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1529, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1154, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2038, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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url
string
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id
int64
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title
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user
dict
labels
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state
string
locked
bool
assignee
null
assignees
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milestone
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comments
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created_at
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updated_at
int64
closed_at
int64
author_association
string
active_lock_reason
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body
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reactions
dict
timeline_url
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performed_via_github_app
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state_reason
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https://api.github.com/repos/huggingface/datasets/issues/5230
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1,445,507,580
I_kwDODunzps5WKLH8
5,230
dataclasses error when importing the library in python 3.11
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1,668,174,829,000
1,668,174,829,000
null
NONE
null
### Describe the bug When I import datasets using python 3.11 the dataclasses standard library raises the following error: `ValueError: mutable default <class 'datasets.utils.version.Version'> for field version is not allowed: use default_factory` When I tried to import the library using the following jupyter note...
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https://api.github.com/repos/huggingface/datasets/issues/5229
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1,445,121,028
I_kwDODunzps5WIswE
5,229
Type error when calling `map` over dataset containing 0-d tensors
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1,668,155,248,000
1,668,162,496,000
null
NONE
null
### Describe the bug 0-dimensional tensors in a dataset lead to `TypeError: iteration over a 0-d array` when calling `map`. It is easy to generate such tensors by using `.with_format("...")` on the whole dataset. ### Steps to reproduce the bug ``` ds = datasets.Dataset.from_list([{"a": 1}, {"a": 1}]).with_fo...
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https://api.github.com/repos/huggingface/datasets/issues/5228
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1,444,763,105
I_kwDODunzps5WHVXh
5,228
Loading a dataset from the hub fails if you happen to have a folder of the same name
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1,668,127,914,000
1,668,127,914,000
null
NONE
null
### Describe the bug I'm not 100% sure this should be considered a bug, but it was certainly annoying to figure out the cause of. And perhaps I am just missing a specific argument needed to avoid this conflict. Basically I had a situation where multiple workers were downloading different parts of the glue dataset and ...
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1,444,620,094
I_kwDODunzps5WGyc-
5,227
datasets.data_files.EmptyDatasetError: The directory at wikisql doesn't contain any data files
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[ "Fixed. Please close." ]
1,668,117,426,000
1,668,117,943,000
1,668,117,943,000
NONE
null
### Describe the bug From these lines: from datasets import list_datasets, load_dataset dataset = load_dataset("wikisql","binary") I get error message: datasets.data_files.EmptyDatasetError: The directory at wikisql doesn't contain any data files And yet the 'wikisql' is reported to exist via the list_datas...
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1,444,385,148
I_kwDODunzps5WF5F8
5,226
Q: Memory release when removing the column?
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1,668,105,327,000
1,668,105,327,000
null
NONE
null
### Describe the bug How do I release memory when I use methods like `.remove_columns()` or `clear()` in notebooks? ```python from datasets import load_dataset common_voice = load_dataset("mozilla-foundation/common_voice_11_0", "ja", use_auth_token=True) # check memory -> RAM Used (GB): 0.704 / Total (GB) 33.670...
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https://api.github.com/repos/huggingface/datasets/issues/5225
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1,444,305,183
I_kwDODunzps5WFlkf
5,225
Add video feature
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1,668,101,771,000
1,668,101,813,000
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CONTRIBUTOR
null
### Feature request Add a `Video` feature to the library so folks can include videos in their datasets. ### Motivation Being able to load Video data would be quite helpful. However, there are some challenges when it comes to videos: 1. Videos, unlike images, can end up being extremely large files 2. Often times ...
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1,443,640,867
I_kwDODunzps5WDDYj
5,224
Seems to freeze when loading audio dataset with wav files from local folder
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[ "I just tried to do the same but changing the `.wav` files to `.mp3` files and that doesn't fix it." ]
1,668,076,171,000
1,668,077,129,000
null
NONE
null
### Describe the bug I'm following the instructions in [https://huggingface.co/docs/datasets/audio_load#audiofolder-with-metadata](url) to be able to load a dataset from a local folder. I have everything into a folder, into a train folder and then the audios and csv. When I try to load the dataset and run from term...
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https://api.github.com/repos/huggingface/datasets/issues/5223
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https://github.com/huggingface/datasets/pull/5223
1,442,610,658
PR_kwDODunzps5CjT9Z
5,223
Add SQL guide
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5223). All of your documentation changes will be reflected on that endpoint.", "I think we may want more content on this page that's not SQL related. Some of that content probably already lives in the main `load` docs page, but...
1,668,021,027,000
1,668,033,646,000
null
MEMBER
null
This PR adapts @nateraw's awesome SQL notebook as a guide for the docs!
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1,442,412,507
I_kwDODunzps5V-Xfb
5,222
HuggingFace website is incorrectly reporting that my datasets are pickled
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[ "cc @McPatate maybe you know what's happening ?", "Yes I think I know what is happening. We check in zips for pickles, and the UI must display the pickle jar when a scan has an associated list of imports, even when empty.\r\n~I'll fix ASAP !~", "> I'll fix ASAP !\r\n\r\nActually I'd rather leave it like that f...
1,668,012,076,000
1,668,017,446,000
1,668,017,217,000
NONE
null
### Describe the bug HuggingFace is incorrectly reporting that my datasets are pickled. They are not picked, they are simple ZIP files containing PNG images. Hopefully this is the right location to report this bug. ### Steps to reproduce the bug Inspect my dataset respository here: https://huggingface.co/datasets...
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1,442,309,094
I_kwDODunzps5V9-Pm
5,221
Cannot push
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[ "Did you run `huggingface-cli lfs-enable-largefiles` before committing or before adding ? Maybe you can try before adding\r\n\r\nAnyway I'd encourage you to split your data into several TAR archives if possible, this way the dataset can loaded faster using multiprocessing (by giving each process a subset of shards ...
1,668,007,925,000
1,668,103,881,000
1,668,103,871,000
NONE
null
### Describe the bug I am facing the issue when I try to push the tar.gz file around 11G to HUB. ``` (venv) ╭─laptop@laptop ~/PersonalProjects/data/ulaanbal_v0 ‹main●› ╰─$ du -sh * 4.0K README.md 13G data 516K test.jsonl 18M train.jsonl 4.0K ulaanbal_v0.py 11G ulaanbal_v0.tar.gz 452K validation.jsonl...
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I_kwDODunzps5V7g15
5,220
Implicit type conversion of lists in to_pandas
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[ "I think this behavior comes from PyArrow:\r\n```python\r\nimport pyarrow as pa\r\nt = pa.table({\"a\": [[0]]})\r\nt.to_pandas().a.values[0]\r\n# array([0])\r\n```\r\n\r\nI believe this has to do with zero-copy: you can get a pandas DataFrame without copying the buffers from arrow, and therefore end up with numpy a...
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### Describe the bug ``` ds = Dataset.from_list([{'a':[1,2,3]}]) ds.to_pandas().a.values[0] ``` Results in `array([1, 2, 3])` -- a rather unexpected conversion of types which made downstream tools expecting lists not happy. ### Steps to reproduce the bug See snippet ### Expected behavior Keep the original typ...
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I_kwDODunzps5V59Hm
5,219
Delta Tables usage using Datasets Library
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[ "Hi ! Interesting :) Can you provide concrete examples of cases where it can be useful ?" ]
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### Feature request Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well. ### Motivation We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library...
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5,218
Delta Tables usage using Datasets Library
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### Feature request Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well. ### Motivation We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library...
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PR_kwDODunzps5CetXs
5,217
Reword E2E training and inference tips in the vision guides
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Reference: https://github.com/huggingface/datasets/pull/5188#discussion_r1012148730
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5,216
save_elasticsearch_index
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[ "Hi ! I think there exist tools to dump and reload an index in your elastic search but I'm not super familiar with it.\r\n\r\nAnyway after reloading an index in elastic search you can call `ds.load_elasticsearch_index` which will connect the index to the dataset without re-indexing" ]
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Hi, I am new to Dataset and elasticsearch. I was wondering is there any equivalent approach to save elasticsearch index as of save_faiss_index locally for later use, to remove the need to re-index a dataset?
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Update github pr docs actions
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5214). All of your documentation changes will be reflected on that endpoint." ]
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Add support for different configs with `push_to_hub`
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CONTRIBUTOR
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will solve #5151
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5,212
Fix CI require_beam maximum compatible dill version
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A previous commit to main branch introduced an additional requirement on maximum compatible `dill` version with `apache-beam` in our CI `require_beam`: - d7c942228b8dcf4de64b00a3053dce59b335f618 - ec222b220b79f10c8d7b015769f0999b15959feb This PR fixes the maximum compatible `dill` version with `apache-beam`, which...
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5,211
Update Overview.ipynb google colab
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- removed metrics stuff - added image example - added audio example (with ffmpeg instructions) - updated the "add a new dataset" section
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5,210
Tweak readme
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Tweaked some paragraphs mentioning the modalities we support + added a paragraph on security
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5,209
Implement ability to define splits in metadata section of dataset card
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[ "@merveenoyan Do you want different files to be splits or configurations?\r\n\r\nFrom [what you specified in `Readme.md`](https://huggingface.co/datasets/inria-soda/tabular-benchmark/commit/fb4575853772c62a20203bdd6cc0202f5db4ce4e) I hypothesize that you want to have 4 **configs** corresponding to directories: `\"c...
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CONTRIBUTOR
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### Feature request If you go here: https://huggingface.co/datasets/inria-soda/tabular-benchmark/tree/main you will see bunch of folders that has various CSV files. I’d like dataset viewer to show these files instead of only one dataset like it currently does. (and also people to be able to load them as splits inste...
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5,208
Refactor CI hub fixtures to use monkeypatch instead of patch
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Minor refactoring of CI to use `pytest` `monkeypatch` instead of `unittest` `patch`.
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Connection error of the HuggingFace's dataset Hub due to SSLError with proxy
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[ "Hi ! It looks like an issue with your python environment, can you make sure you're able to run GET requests to https://huggingface.co using `requests` in python ?", "\r\nThanks for your reply. Does this mean that I have to use the `do_dataset `function and the `requests `function to download the dataset from the...
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### Describe the bug It's weird. I could not normally connect the dataset Hub of HuggingFace due to a SSLError in my office. Even when I try to connect using my company's proxy address (e.g., http_proxy and https_proxy), I'm getting the SSLError issue. What should I do to download the datanet stored in Hugg...
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I_kwDODunzps5VqkvW
5,206
Use logging instead of printing to console
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[ "Actually upon closer inspection, it is documented in the code that this behavior is intentional, so I'll close this." ]
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NONE
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### Describe the bug Some logs ([here](https://github.com/huggingface/datasets/blob/4a6e1fe2735505efc7e3a3dbd3e1835da0702575/src/datasets/builder.py#L778), [here](https://github.com/huggingface/datasets/blob/4a6e1fe2735505efc7e3a3dbd3e1835da0702575/src/datasets/builder.py#L786), and [here](https://github.com/huggingfa...
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PR_kwDODunzps5CRO33
5,205
Add missing `DownloadConfig.use_auth_token` value
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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This PR solves https://github.com/huggingface/datasets/issues/5204 Now the `token` is propagated so that `DownloadConfig.use_auth_token` value is set before trying to download private files from existing datasets in the Hub.
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I_kwDODunzps5VqkGL
5,204
`push_to_hub` not propagating `token` through `DownloadConfig`
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[ "#self-assign", "@lhoestq can you close this issue as part of the recent #5205 merge? Thanks 🤗 ", "Thank you :)" ]
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CONTRIBUTOR
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### Describe the bug When trying to upload a new 🤗 Dataset to the Hub via Python, and providing the `token` as a parameter to the `Dataset.push_to_hub` function, it just works for the first time, assuming that the dataset didn't exist before. But when trying to run `Dataset.push_to_hub` again over the same dataset...
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5,203
Update canonical links to Hub links
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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MEMBER
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This PR updates some of the canonical dataset links to their corresponding links on the Hub; closes #5200.
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5,202
CI fails after bulk edit of canonical datasets
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[ "Fix: https://huggingface.co/datasets/paws/discussions/1" ]
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``` ______ test_get_dataset_config_info[paws-labeled_final-expected_splits2] _______ [gw0] linux -- Python 3.7.15 /opt/hostedtoolcache/Python/3.7.15/x64/bin/python path = 'paws', config_name = 'labeled_final' expected_splits = ['train', 'test', 'validation'] @pytest.mark.parametrize( "path, config...
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5,201
Do not sort splits in dataset info
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[ "_The documentation is not available anymore as the PR was closed or merged._", "It would be coherent with https://github.com/huggingface/datasets-server/issues/614#issuecomment-1290534153", "I think we started working on this issue nearly at the same time... :sweat_smile: \r\n- CI was fixed with this: https://...
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CONTRIBUTOR
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I suggest not to sort splits by their names in dataset_info in README so that they are displayed in the order specified in the loading script. Otherwise `test` split is displayed first, see this repo: https://huggingface.co/datasets/paws What do you think? But I added sorting in tests to fix CI (for the same datase...
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5,200
Some links to canonical datasets in the docs are outdated
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[ "Thanks for catching this, I can go through the docs and replace the links to their corresponding datasets on the Hub!" ]
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CONTRIBUTOR
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As we don't have canonical datasets in the github repo anymore, some old links to them doesn't work. I don't know how many of them are there, I found link to SuperGlue here: https://huggingface.co/docs/datasets/dataset_script#multiple-configurations, probably there are more of them. These links should be replaced by li...
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5,199
Deprecate dummy data generation command
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Deprecate the `dummy_data` CLI command.
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5,198
Add note about the name of a dataset script
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Add note that a dataset script should has the same name as a repo/dir, a bit related to this issue https://github.com/huggingface/datasets/issues/5193 also fixed two minor issues in audio docs (broken links)
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[zstd] Use max window log size
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[ "@albertvillanova Please take a review.", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5197). All of your documentation changes will be reflected on that endpoint." ]
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ZstdDecompressor has a parameter `max_window_size` to limit max memory usage when decompressing zstd files. The default `max_window_size` is not enough when files are compressed by `zstd --ultra` flags. Change `max_window_size` to the zstd's max window size. NOTE, the `zstd.WINDOWLOG_MAX` is the log_2 value of the m...
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5,196
Use hfh hf_hub_url function
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5196). All of your documentation changes will be reflected on that endpoint.", "@lhoestq I think we should first agree if `datasets` can introduce the breaking change of ignoring `config.HUB_DATASETS_URL`: some users may have o...
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Small refactoring to use `hf_hub_url` function from `huggingface_hub`. This PR also creates the `hub` module that will contain all `huggingface_hub` functionalities relevant to `datasets`. This is a necessary stage before implementing the use of the `hfh` caching system (which uses its `hf_hub_url` under the hood...
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[wip testing docs]
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5195). All of your documentation changes will be reflected on that endpoint." ]
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5,194
Fix docs about dataset_info in YAML
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This PR fixes some misalignment in the docs after we transferred the dataset_info from `dataset_infos.json` to YAML in the dataset card: - #4926 Related to: - #5193
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"One or several metadata. were found, but not in the same directory or in a parent directory"
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[ "Also unrelated but still: https://huggingface.co/docs/datasets/image_dataset#generate-the-dataset\r\n```If your loading script passed the test, you should now have a dataset_infos.json file in your dataset folder.```\r\nIt's not the case anymore as it's now in the readme.md, it was confusing to me", "And here is...
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### Describe the bug When loading my own dataset, on loading it I get an error. Here is my dataset link: https://huggingface.co/datasets/corentinm7/MyoQuant-SDH-Data And the error after loading with: ```python from datasets import load_dataset load_dataset("corentinm7/MyoQuant-SDH-Data") ``` ```python Downlo...
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5,192
Drop labels in Image and Audio folders if files are on different levels in directory or if there is only one label
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5192). All of your documentation changes will be reflected on that endpoint." ]
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CONTRIBUTOR
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Will close https://github.com/huggingface/datasets/issues/5153 Drop labels by default (`drop_labels=None`) when: * there are files on different levels of directory hierarchy by checking their path depth * all files are in the same directory (=only one label was inferred) First one fixes cases like this: ``` r...
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5,191
Make torch.Tensor and spacy models cacheable
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Override `Pickler.save` to implement deterministic reduction (lazily registered; inspired by https://github.com/uqfoundation/dill/blob/master/dill/_dill.py#L343) functions for `torch.Tensor` and spaCy models. Fix https://github.com/huggingface/datasets/issues/5170, fix https://github.com/huggingface/datasets/issues/...
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5,190
`path` is `None` when downloading a custom audio dataset from the Hub
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[ "Hi! Yes, this is expected behavior - we do this as a security measure to not leak local paths (this info would be useless on other users' machines anyways) and only push audio bytes. \r\n" ]
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MEMBER
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### Describe the bug I've created an [audio dataset](https://huggingface.co/datasets/lewtun/audio-test-push) using the `audiofolder` feature desribed in the [docs](https://huggingface.co/docs/datasets/audio_dataset#audiofolder) and then pushed it to the Hub. Locally, I can see the `audio.path` feature is of the ...
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1,432,769,143
I_kwDODunzps5VZlJ3
5,189
Reduce friction in tabular dataset workflow by eliminating having splits when dataset is loaded
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[ "I have to admit I'm not a fan of this idea, as this would result in a non-consistent behavior between tabular and non-tabular datasets, which is confusing if done without the context you provided. Instead, we could consider returning a `Dataset` object rather than `DatasetDict` if there is only one split in the ge...
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CONTRIBUTOR
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### Feature request Sorry for cryptic name but I'd like to explain using code itself. When I want to load a specific dataset from a repository (for instance, this: https://huggingface.co/datasets/inria-soda/tabular-benchmark) ```python from datasets import load_dataset dataset = load_dataset("inria-soda/tabular-b...
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