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https://api.github.com/repos/huggingface/datasets/issues/5241
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1,448,510,407
PR_kwDODunzps5C3MTG
5,241
Support hfh rc version
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2022-11-14T18:05:47
2022-11-14T18:13:19
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otherwise the code doesn't work for hfh 0.11.0rc0 following #5237
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1,448,478,617
PR_kwDODunzps5C3Fe6
5,240
Cleaner error tracebacks for dataset script errors
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5240). All of your documentation changes will be reflected on that endpoint." ]
2022-11-14T17:42:02
2022-11-14T17:46:35
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Make the traceback of the errors raised in `_generate_examples` cleaner for easier debugging. Additionally, initialize the `writer` in the for-loop to avoid the `ValueError` from `ArrowWriter.finalize` raised in the `finally` block when no examples are yielded before the `_generate_examples` error. <details> <s...
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PR_kwDODunzps5C2L_P
5,239
Add num_proc to from_csv/generator/json/parquet/text
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5239). All of your documentation changes will be reflected on that endpoint." ]
2022-11-14T14:53:00
2022-11-14T15:27:10
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Allow multiprocessing to from_* methods
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5,238
Make `Version` hashable
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2022-11-14T14:52:55
2022-11-14T15:30:02
2022-11-14T15:27:35
CONTRIBUTOR
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Add `__hash__` to the `Version` class to make it hashable (and remove the unneeded methods), as `Version("0.0.0")` is the default value of `BuilderConfig.version` and the default fields of a dataclass need to be hashable in Python 3.11. Fix https://github.com/huggingface/datasets/issues/5230
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PR_kwDODunzps5C2KGz
5,237
Encode path only for old versions of hfh
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2022-11-14T14:46:57
2022-11-14T17:38:18
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Next version of `huggingface-hub` 0.11 does encode the `path`, and we don't want to encode twice
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5,236
Handle ArrowNotImplementedError caused by try_type being Image or Audio in cast
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Not sure how we can have a test that is relevant for this though - feel free to add one if you have ideas\r\n\r\nYes, this was my reasoning for not adding a test. This change is pretty simple, so I think it's OK not to have a test ...
2022-11-14T14:38:59
2022-11-14T16:04:29
2022-11-14T16:01:48
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Handle the `ArrowNotImplementedError` thrown when `try_type` is `Image` or `Audio` and the input array cannot be converted to their storage formats. Reproducer: ```python from datasets import Dataset from PIL import Image import requests ds = Dataset.from_dict({"image": [Image.open(requests.get("https://uploa...
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5,235
Pin `typer` version in tests to <0.5 to fix Windows CI
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2022-11-14T13:17:02
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Otherwise `click` fails on Windows: ``` Traceback (most recent call last): File "C:\hostedtoolcache\windows\Python\3.7.9\x64\lib\runpy.py", line 193, in _run_module_as_main "__main__", mod_spec) File "C:\hostedtoolcache\windows\Python\3.7.9\x64\lib\runpy.py", line 85, in _run_code exec(code, run_glob...
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5,234
fix: dataset path should be absolute
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2022-11-14T12:47:40
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cache_file_name depends on dataset's path. A simple way where this could cause a problem: ``` import os import datasets def add_prefix(example): example["text"] = "Review: " + example["text"] return example ds = datasets.load_from_disk("a/relative/path") os.chdir("/tmp") ds_1 = ds.map(add_...
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5,233
Fix shards in IterableDataset.from_generator
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Allow to define a sharded iterable dataset
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5,232
Incompatible dill versions in datasets 2.6.1
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[ "Thanks for reporting, @vinaykakade.\r\n\r\nWe are discussing about making a release early this week.\r\n\r\nPlease note that in the meantime, in your specific case (as we also pointed out here: https://github.com/huggingface/datasets/issues/5162#issuecomment-1291720293), you can circumvent the issue by pinning `mu...
2022-11-12T06:46:23
2022-11-14T08:24:43
2022-11-14T08:07:59
NONE
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### Describe the bug datasets version 2.6.1 has a dependency on dill<0.3.6. This causes a conflict with dill>=0.3.6 used by multiprocess dependency in datasets 2.6.1 This issue is already fixed in https://github.com/huggingface/datasets/pull/5166/files, but not yet been released. Please release a new version of the...
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I_kwDODunzps5WLm2D
5,231
Using `set_format(type='torch', columns=columns)` makes Array2D/3D columns stop formatting correctly
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[ "In case others find this, the problem was not with set_format, but my usages of `to_pandas()` and `from_pandas()` which I was using during dataset splitting; somewhere in the chain of converting to and from pandas the `Array2D/Array3D` types get converted to series of `Sequence()` types" ]
2022-11-11T18:54:36
2022-11-11T20:42:29
2022-11-11T18:59:50
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I have a Dataset with two Features defined as follows: ``` 'image': Array3D(dtype="int64", shape=(3, 224, 224)), 'bbox': Array2D(dtype="int64", shape=(512, 4)), ``` On said dataset, if I `dataset.set_format(type='torch')` and then use the dataset in a dataloader, these columns are correctly cast to Tensors of ...
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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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[ "I opened [this issue](https://github.com/python/cpython/issues/99401).\r\nPython's maintainers say that the issue is caused by [this change](https://docs.python.org/3.11/whatsnew/3.11.html#dataclasses).\r\nI believe adding a `__hash__` method to `datasets.utils.version.Version` should solve (at least partially) th...
2022-11-11T13:53:49
2022-11-14T20:51:44
2022-11-14T15:27:37
NONE
null
null
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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1,445,121,028
I_kwDODunzps5WIswE
5,229
Type error when calling `map` over dataset containing 0-d tensors
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2022-11-11T08:27:28
2022-11-11T10:28:16
null
NONE
null
null
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### 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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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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[ "`load_dataset` first checks for a local directory before checking for the Hub.\r\n\r\nTo make it explicit that it has to fetch the Hub, we could support the `hffs` syntax:\r\n```python\r\nload_dataset(\"hf://datasets/glue\")\r\n```\r\n\r\nwould that work for you ? Also cc @mariosasko who's leading the `hffs` proje...
2022-11-11T00:51:54
2022-11-14T18:17:34
null
NONE
null
null
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." ]
2022-11-10T21:57:06
2022-11-10T22:05:43
2022-11-10T22:05:43
NONE
null
null
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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[ "Hi ! Datasets are memory mapped from your disk, i.e. they're not loaded in RAM. This is possible thanks to the Arrow data format.\r\n\r\nTherefore the column you remove is not in RAM, so removing it doesn't cause the RAM to decrease." ]
2022-11-10T18:35:27
2022-11-14T11:05:55
null
NONE
null
null
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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1,444,305,183
I_kwDODunzps5WFlkf
5,225
Add video feature
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2022-11-10T17:36:11
2022-11-10T17:36:53
null
CONTRIBUTOR
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### 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." ]
2022-11-10T10:29:31
2022-11-10T10:45:29
null
NONE
null
null
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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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...
2022-11-09T19:10:27
2022-11-14T22:20:13
null
MEMBER
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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...
2022-11-09T16:41:16
2022-11-09T18:10:46
2022-11-09T18:06:57
NONE
null
null
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 ...
2022-11-09T15:32:05
2022-11-10T18:11:21
2022-11-10T18:11:11
NONE
null
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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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1,441,664,377
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...
2022-11-09T08:40:18
2022-11-10T16:12:26
2022-11-10T16:12:26
CONTRIBUTOR
null
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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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1,441,255,910
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 ?" ]
2022-11-09T02:43:56
2022-11-09T13:34:51
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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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2022-11-09T02:42:18
2022-11-09T02:42:36
2022-11-09T02:42:36
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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._" ]
2022-11-09T02:40:01
2022-11-10T01:38:09
2022-11-10T01:36:09
CONTRIBUTOR
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Reference: https://github.com/huggingface/datasets/pull/5188#discussion_r1012148730
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1,441,041,947
I_kwDODunzps5V5I4b
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" ]
2022-11-08T23:06:52
2022-11-09T13:16:45
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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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5,214
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." ]
2022-11-08T14:43:37
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Add support for different configs with `push_to_hub`
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2022-11-10T14:02:33
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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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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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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...
2022-11-07T13:27:16
2022-11-09T17:19:48
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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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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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5,207
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...
2022-11-07T06:56:23
2022-11-12T15:31:58
null
NONE
null
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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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1,437,223,894
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." ]
2022-11-05T23:48:02
2022-11-06T00:06:00
2022-11-06T00:05:59
NONE
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null
null
### 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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1,437,221,987
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._" ]
2022-11-05T23:36:36
2022-11-08T08:13:00
2022-11-07T16:20:24
CONTRIBUTOR
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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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1,437,221,259
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 :)" ]
2022-11-05T23:32:20
2022-11-08T10:12:09
2022-11-08T10:12:08
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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1,436,710,518
PR_kwDODunzps5CPlnW
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._" ]
2022-11-04T22:50:50
2022-11-07T18:43:05
2022-11-07T18:40:19
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" ]
2022-11-04T10:51:20
2022-11-04T10:51:37
null
MEMBER
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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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1,435,881,554
PR_kwDODunzps5CM0zn
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://...
2022-11-04T10:47:21
2022-11-04T14:47:37
2022-11-04T14:45:09
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!" ]
2022-11-04T10:06:21
2022-11-07T18:40:20
2022-11-07T18:40:20
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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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-03T15:05:54
2022-11-04T14:01:50
2022-11-04T13:59:47
CONTRIBUTOR
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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._" ]
2022-11-03T13:51:32
2022-11-04T12:47:59
2022-11-04T12:46:01
CONTRIBUTOR
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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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5,197
[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." ]
2022-11-03T13:35:58
2022-11-03T13:45:19
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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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https://github.com/huggingface/datasets/pull/5196
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PR_kwDODunzps5CH439
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...
2022-11-03T10:08:09
2022-11-09T08:15:38
2022-11-09T07:15:12
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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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