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3,391
method to select columns
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[ "duplicate of #2655" ]
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**Is your feature request related to a problem? Please describe.** * There is currently no way to select some columns of a dataset. In pandas, one can use `df[['col1', 'col2']]` to select columns, but in `datasets`, it results in error. **Describe the solution you'd like** * A new method that can be used to cr...
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1,072,462,456
I_kwDODunzps4_7Hp4
3,390
Loading dataset throws "KeyError: 'Field "builder_name" does not exist in table schema'"
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NONE
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## Describe the bug I have prepared dataset to datasets and now I am trying to load it back Finnish-NLP/voxpopuli_fi I get "KeyError: 'Field "builder_name" does not exist in table schema'" My dataset folder and files should be like @patrickvonplaten has here https://huggingface.co/datasets/flax-community/german-c...
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Fix flaky test of the temporary directory used by load_from_disk
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[ "CI failed because of a server error - merging" ]
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MEMBER
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The test is flaky, here is an example of random CI failure: https://github.com/huggingface/datasets/commit/73ed6615b4b3eb74d5311684f7b9e05cdb76c989 I fixed that by not checking the content of the random part of the temporary directory name
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Fix typos in dataset cards
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This PR: - Fix typos in dataset cards - Fix Papers With Code ID for: - Bilingual Corpus of Arabic-English Parallel Tweets - Tweets Hate Speech Detection - Add pretty name tags
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1,071,283,879
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3,381
Unable to load audio_features from common_voice dataset
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[ "Hi ! Feel free to access `batch[\"audio\"][\"array\"]` and `batch[\"audio\"][\"sampling_rate\"]` instead\r\n\r\n`datasets` 1.16 introduced some changes in `common_voice` and now the `path` field is no longer a path to a local file (but rather the path to the file in the archive it's extracted from)", "Thanks for...
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NONE
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## Describe the bug I am not able to load audio features from common_voice dataset ## Steps to reproduce the bug ``` from datasets import load_dataset import torchaudio test_dataset = load_dataset("common_voice", "hi", split="test[:2%]") resampler = torchaudio.transforms.Resample(48_000, 16_000) def spe...
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PR_kwDODunzps4vUVA3
3,370
Document a training loop for streaming dataset
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MEMBER
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I added some docs about streaming dataset. In particular I added two subsections: - one on how to use `map` for preprocessing - one on how to use a streaming dataset in a pytorch training loop cc @patrickvonplaten @stevhliu if you have some comments cc @Rocketknight1 later we can add the one for TF and I might ne...
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PR_kwDODunzps4vTObo
3,368
Fix dict source_datasets tagset validator
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Currently, the `source_datasets` tag validation does not support passing a dict with configuration keys. This PR: - Extends `tagset_validator` to support regex tags - Uses `tagset_validator` to validate dict `source_datasets`
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3,367
Fix typo in other-structured-to-text task tag
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Fix typo in task tag: - `other-stuctured-to-text` (before) - `other-structured-to-text` (now)
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Update URL of Jeopardy! dataset
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[ "Closing this PR in favor of #3266." ]
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Updates the URL of the Jeopardy! dataset. Fix #3361
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Jeopardy _URL access denied
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## Describe the bug http://skeeto.s3.amazonaws.com/share/JEOPARDY_QUESTIONS1.json.gz returns Access Denied now. However, https://drive.google.com/file/d/0BwT5wj_P7BKXb2hfM3d2RHU1ckE/view?usp=sharing from the original Reddit post https://www.reddit.com/r/datasets/comments/1uyd0t/200000_jeopardy_questions_in_a_json_f...
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Add The Pile USPTO subset
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Add: - USPTO subset of The Pile: "uspto" config Close bigscience-workshop/data_tooling#297. CC: @StellaAthena
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PR_kwDODunzps4vQtI0
3,359
Add The Pile Free Law subset
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[ "@albertvillanova Is there a specific reason you’re adding the Pile under β€œthe” instead of under β€œpile”? That does not appear to be consistent with other datasets.", "Hi @StellaAthena,\r\n\r\nI asked myself the same question, but at the end I decided to be consistent with previously added Pile subsets:\r\n- #2817...
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Add: - Free Law subset of The Pile: "free_law" config Close bigscience-workshop/data_tooling#75. CC: @StellaAthena
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1,068,623,216
I_kwDODunzps4_seVw
3,358
add new field, and get errors
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[ "Hi, \r\n\r\ncould you please post this question on our [Forum](https://discuss.huggingface.co/) as we keep issues for bugs and feature requests? ", "> Hi,\r\n> \r\n> could you please post this question on our [Forum](https://discuss.huggingface.co/) as we keep issues for bugs and feature requests?\r\n\r\nok." ]
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after adding new field **tokenized_examples["example_id"]**, and get errors below, I think it is due to changing data to tensor, and **tokenized_examples["example_id"]** is string list **all fields** ``` ***************** train_dataset 1: Dataset({ features: ['attention_mask', 'end_positions', 'example_id', '...
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3,354
Remove duplicate name from dataset cards
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Remove duplicate name from dataset card for: - ajgt_twitter_ar - emotone_ar
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I_kwDODunzps4_qwnX
3,353
add one field "example_id", but I can't see it in the "comput_loss" function
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[ "Hi ! Your function looks fine, I used to map `squad` locally and it indeed added the `example_id` field correctly.\r\n\r\nHowever I think that in the `compute_loss` method only a subset of the fields are available: the model inputs. Since `example_id` is not a model input (it's not passed as a parameter to the mod...
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Hi, I add one field **example_id**, but I can't see it in the **comput_loss** function, how can I do this? below is the information of inputs ``` *********************** inputs: {'attention_mask': tensor([[1, 1, 1, ..., 0, 0, 0], [1, 1, 1, ..., 0, 0, 0], [1, 1, 1, ..., 0, 0, 0], ..., ...
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3,352
Make LABR dataset streamable
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Fix LABR dataset to make it streamable. Related to: #3350.
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3,350
Avoid content-encoding issue while streaming datasets
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This PR will fix streaming of datasets served with gzip content-encoding: ``` ClientPayloadError: 400, message='Can not decode content-encoding: gzip' ``` Fix #2918. CC: @severo
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PR_kwDODunzps4vNthw
3,347
iter_archive for zip files
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[ "And also don't always try streaming with Google Drive - it can have issues because of how Google Drive works (with quotas, restrictions, etc.) and it can indeed cause `BlockSizeError`.\r\n\r\nFeel free to host your test data elsewhere, such as in a dataset repository on https://huggingface.co (see [here](https://h...
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* In this PR, I added the option to iterate through zipfiles for `download_manager.py` only. * Next PR will be the same applied to `streaming_download_manager.py`. * Related issue #3272. ## Comments : * There is no `.isreg()` equivalent in zipfile library to check if file is Regular so I used `.is_dir()` instead ...
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I_kwDODunzps4_osbt
3,346
Failed to convert `string` with pyarrow for QED since 1.15.0
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[ "Scratch that, probably the old and incompatible usage of dataset builder from promptsource.", "Actually, re-opening this issue cause the error persists\r\n\r\n```python\r\n>>> load_dataset(\"qed\")\r\nDownloading and preparing dataset qed/qed (download: 13.43 MiB, generated: 9.70 MiB, post-processed: Unknown siz...
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## Describe the bug Loading QED was fine until 1.15.0. related: bigscience-workshop/promptsource#659, bigscience-workshop/promptsource#670 Not sure where the root cause is, but here are some candidates: - #3158 - #3120 - #3196 - #2891 ## Steps to reproduce the bug ```python load_dataset("qed") ``` ## ...
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I_kwDODunzps4_oqIn
3,345
Failed to download species_800 from Google Drive zip file
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[ "Hi,\r\n\r\nthe dataset is downloaded normally on my machine. Maybe the URL was down at the time of your download. Could you try again?", "> Hi,\r\n> \r\n> the dataset is downloaded normally on my machine. Maybe the URL was down at the time of your download. Could you try again?\r\n\r\nI have tried that many time...
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## Describe the bug One can manually download the zip file on Google Drive, but `load_dataset()` cannot. related: #3248 ## Steps to reproduce the bug ```shell > python Python 3.7.12 (default, Sep 5 2021, 08:34:29) [Clang 11.0.3 (clang-1103.0.32.62)] on darwin Type "help", "copyright", "credits" or "license" ...
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PR_kwDODunzps4vNJwd
3,344
Add ArrayXD docs
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Documents support for dynamic first dimension in `ArrayXD` from #2891, and explain the `ArrayXD` feature in general. Let me know if I'm missing anything @lhoestq :)
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Better error message when download fails
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MEMBER
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From our discussions in https://github.com/huggingface/datasets/issues/3269 and https://github.com/huggingface/datasets/issues/3282 it would be nice to have better messages if a download fails. In particular the error now shows: - the error from the HEAD request if there's one - otherwise the response code of the ...
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Fix JSON ClassLabel casting for integers
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Loading a JSON dataset with ClassLabel feature types currently fails if the JSON data already has integers. Indeed currently it tries to convert the strings to integers without even checking if the data are not integers already. For example this currently fails: ```python from datasets import load_dataset, Feature...
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1,065,346,919
I_kwDODunzps4_f-dn
3,333
load JSON files, get the errors
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[ "Hi ! The message you're getting is not an error. It simply says that your JSON dataset is being prepared to a location in `/root/.cache/huggingface/datasets`", "> \r\n\r\nbut I want to load local JSON file by command\r\n`python3 run.py --do_train --task qa --dataset squad-retrain-data/train-v2.0.json --output_di...
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Hi, does this bug be fixed? when I load JSON files, I get the same errors by the command `!python3 run.py --do_train --task qa --dataset squad-retrain-data/train-v2.0.json --output_dir ./re_trained_model/` change the dateset to load json by refering to https://huggingface.co/docs/datasets/loading.html `dataset = ...
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1,065,345,853
PR_kwDODunzps4vGBig
3,332
Fix error message and add extension fallback
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CONTRIBUTOR
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Fix the error message raised if `infered_module_name` is `None` in `CommunityDatasetModuleFactoryWithoutScript.get_module` and make `infer_module_for_data_files` more robust. In the linked issue, `infer_module_for_data_files` returns `None` because `json` is the second most common extension due to the suffix orderi...
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I_kwDODunzps4_ftH4
3,331
AttributeError: 'CommunityDatasetModuleFactoryWithoutScript' object has no attribute 'path'
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[ "Hi,\r\n\r\nthe fix was merged and will be available in the next release of `datasets`.\r\nIn the meantime, you can use it by installing `datasets` directly from master as follows:\r\n```\r\npip install git+https://github.com/huggingface/datasets.git\r\n```" ]
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NONE
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## Describe the bug I add a new question answering dataset to huggingface datasets manually. Here is the link: [luozhouyang/question-answering-datasets](https://huggingface.co/datasets/luozhouyang/question-answering-datasets) But when I load the dataset, an error raised: ```bash AttributeError: 'CommunityDatas...
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PR_kwDODunzps4vFtF7
3,330
Change TriviaQA license (#3313)
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Fixes (#3313)
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I_kwDODunzps4_fBcL
3,329
Map function: Type error on iter #999
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[ "Hi, thanks for reporting.\r\n\r\nIt would be really helpful if you could provide the actual code of the `text_numbers_to_int` function so we can reproduce the error.", "```\r\ndef text_numbers_to_int(text, column=\"\"):\r\n \"\"\"\r\n Convert text numbers to int.\r\n\r\n :param text: text numbers\r\n ...
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NONE
null
## Describe the bug Using the map function, it throws a type error on iter #999 Here is the code I am calling: ``` dataset = datasets.load_dataset('squad') dataset['validation'].map(text_numbers_to_int, input_columns=['context'], fn_kwargs={'column': 'context'}) ``` text_numbers_to_int returns the input text ...
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1,065,015,262
PR_kwDODunzps4vFTpW
3,328
Quick fix error formatting
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CONTRIBUTOR
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While working on a dataset, I got the error ``` TypeError: Provided `function` which is applied to all elements of table returns a `dict` of types {[type(x) for x in processed_inputs.values()]}. When using `batched=True`, make sure provided `function` returns a `dict` of types like `{allowed_batch_return_types}`. ``...
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"Shape of query is incorrect, it has to be either a 1D array or 2D (1, N)"
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CONTRIBUTOR
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## Describe the bug Passing a correctly shaped Numpy-Array to get_nearest_examples leads to the Exception "Shape of query is incorrect, it has to be either a 1D array or 2D (1, N)" Probably the reason for this is a wrongly converted assertion. 1.15.1: `assert len(query.shape) == 1 or (len(query.shape) == 2...
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1,064,664,479
PR_kwDODunzps4vEaYG
3,326
Fix import `datasets` on python 3.10
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In python 3.10 it's no longer possible to use `functools.wraps` on a method decorated with `classmethod`. To fix this I inverted the order of the `inject_arrow_table_documentation` and `classmethod` decorators Fix #3324
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3,325
Update conda dependencies
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Some dependencies minimum versions were outdated. For example `pyarrow` and `huggingface_hub`
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Can't import `datasets` in python 3.10
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When importing `datasets` I'm getting this error in python 3.10: ```python Traceback (most recent call last): File "<string>", line 1, in <module> File "/Users/quentinlhoest/Desktop/hf/nlp/src/datasets/__init__.py", line 34, in <module> from .arrow_dataset import Dataset, concatenate_datasets File "/Use...
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3,323
Fix wrongly converted assert
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[ "Closes #3327 " ]
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CONTRIBUTOR
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Seems like this assertion was replaced by an exception but the condition got wrongly converted.
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PR_kwDODunzps4vD1Ct
3,322
Add missing tags to XTREME
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CONTRIBUTOR
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Add missing tags to the XTREME benchmark for better discoverability.
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3,321
Update URL of tatoeba subset of xtreme
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[ "<s>To be more precise: `os.path.join` is replaced on-the-fly by `xjoin` anyway with patching, to extend it to remote files</s>", "Oh actually just ignore what I said: they were used to concatenate URLs, which is not recommended. Let me fix that again by appending using `+`" ]
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Updates the URL of the tatoeba subset of xtreme. Additionally, replaces `os.path.join` with `xjoin` to correctly join the URL segments on Windows. Fix #3320
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3,320
Can't get tatoeba.rus dataset
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## Describe the bug It gives an error. > FileNotFoundError: Couldn't find file at https://github.com/facebookresearch/LASER/raw/master/data/tatoeba/v1/tatoeba.rus-eng.rus ## Steps to reproduce the bug ```python data=load_dataset("xtreme","tatoeba.rus", split="validation") ``` ## Solution The library tries...
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3,319
Add push_to_hub docs
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[ "Looks good to me! :)\r\n\r\nMaybe we can mention that users can also set the `private` argument if they want to keep their dataset private? It would lead nicely into the next section on Privacy.", "Thanks for your comments, I fixed the capitalization for consistency and added an passage to mention the `private` ...
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MEMBER
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Since #3098 it's now possible to upload a dataset on the Hub directly from python using the `push_to_hub` method. I just added a section in the "Upload a dataset to the Hub" tutorial. I kept the section quite simple but let me know if it sounds good to you @LysandreJik @stevhliu :)
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3,318
Finish transition to PyArrow 3.0.0
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CONTRIBUTOR
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Finish transition to PyArrow 3.0.0 that was started in #3098.
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Removing query params for dynamic URL caching
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[ "IMO it makes more sense to have `ignore_url_params` as an attribute of `DownloadConfig` to avoid defining a new argument in `DownloadManger`'s methods.", "@mariosasko that would make sense to me too, but it seems like `DownloadConfig` wasn't intended to be modified from a dataset loading script. @lhoestq wdyt?",...
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CONTRIBUTOR
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The main use case for this is to make dynamically generated private URLs (like the ones returned by CommonVoice API) compatible with the datasets' caching logic. Usage example: ```python import datasets class CommonVoice(datasets.GeneratorBasedBuilder): def _info(self): return datasets.DatasetInfo...
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Adding arg to pass process rank to `map`
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[ "Some commits seem to be there twice (made the mistake of rebasing because I wasn't sure whether the doc had changed), is this an issue @lhoestq ?" ]
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MEMBER
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This PR adds a `with_rank` argument to `map` that gives the user the possibility to pass the rank of each process to their function. This is mostly designed for multi-GPU map (each process can be sent to a different device thanks to the rank). I've also added tests. I'm putting the PR up so you can check the code, I'll...
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TriviaQA License Mismatch
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[ "Hi ! You're completely right, this must be mentioned in the dataset card.\r\nIf you're interesting in contributing, feel free to open a pull request to mention this in the `trivia_qa` dataset card in the \"Licensing Information\" section at https://github.com/huggingface/datasets/blob/master/datasets/trivia_qa/REA...
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NONE
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## Describe the bug TriviaQA Webpage at http://nlp.cs.washington.edu/triviaqa/ says they do not own the copyright to the data. However, Huggingface datasets at https://huggingface.co/datasets/trivia_qa mentions that the dataset is released under Apache License Is the License Information on HuggingFace correct?
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add bl books genre dataset
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[ "To fix the CI, feel free to run the `make style` command to format the code.\r\n\r\nThen it also looks like the dummy_data.zip archives are all empty, which makes the tests fail. Can you try regenerating them ? They should have one file inside which is a dummy version of the file at https://bl.iro.bl.uk/downloads/...
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CONTRIBUTOR
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First of all thanks for the fantastic library/collection of datasets πŸ€— This pull request adds a dataset of metadata from digitised (mostly 19th Century) books from the British Library The [data](https://bl.iro.bl.uk/concern/datasets/1e1ccb46-65b4-4481-b6f8-b8129d5da053) contains various metadata about the books. In...
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Fatal error condition occurred in aws-c-io
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[ "Hi ! Are you having this issue only with this specific dataset, or it also happens with other ones like `squad` ?", "@lhoestq It happens also on `squad`. It successfully downloads the whole dataset and then crashes on: \r\n\r\n```\r\nFatal error condition occurred in D:\\bld\\aws-c-io_1633633258269\\work\\source...
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NONE
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## Describe the bug Fatal error when using the library ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('wikiann', 'en') ``` ## Expected results No fatal errors ## Actual results ``` Fatal error condition occurred in D:\bld\aws-c-io_1633633258269\work\sou...
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fix: files counted twice in inferred structure
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[ "I see it creates some errors in the tests.\r\n\r\nAnother solution if needed is to add something like `data_files = list(set(data_files))` after [this line](https://github.com/huggingface/datasets/blob/8555197a3fe826e98bd0206c2d031c4488c53c5c/src/datasets/data_files.py#L511)", "Hi ! Thanks for the correction :)\...
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CONTRIBUTOR
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Files were counted twice in a structure like: ``` my_dataset_local_path/ β”œβ”€β”€ README.md └── data/ β”œβ”€β”€ train/ β”‚ β”œβ”€β”€ shard_0.csv β”‚ β”œβ”€β”€ shard_1.csv β”‚ β”œβ”€β”€ shard_2.csv β”‚ └── shard_3.csv └── valid/ β”œβ”€β”€ shard_0.csv └── shard_1.csv ``` The reason is that they were ...
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Add IndoNLI dataset
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[ "@lhoestq thanks for the review! I've modified the labels to follow other NLI datasets.\r\nPlease review my change and let me know if I miss anything." ]
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CONTRIBUTOR
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This PR adds IndoNLI dataset, from https://aclanthology.org/2021.emnlp-main.821/
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asserts replaced with exception for ``fingerprint.py``, ``search.py``, ``arrow_writer.py`` and ``metric.py``
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Addresses #3171 Fixes exception for ``fingerprint.py``, ``search.py``, ``arrow_writer.py`` and ``metric.py`` and modified tests
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Dataset object has no attribute `to_tf_dataset`
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[ "The issue is due to the older version of transformers and datasets. It has been resolved by upgrading their versions.\r\n\r\n```\r\n# upgrade transformers and datasets to latest versions\r\n!pip install --upgrade transformers\r\n!pip install --upgrade datasets\r\n```\r\n\r\nRegards!" ]
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I am following HuggingFace Course. I am at Fine-tuning a model. Link: https://huggingface.co/course/chapter3/2?fw=tf I use tokenize_function and `map` as mentioned in the course to process data. `# define a tokenize function` `def Tokenize_function(example):` ` return tokenizer(example['sentence'], truncat...
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DataCollatorWithPadding: TypeError
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[ "\r\n> \r\n> Input:\r\n> \r\n> ```\r\n> tokenizer = AutoTokenizer.from_pretrained(checkpoint)\r\n> data_collator = DataCollatorWithPadding(tokenizer=tokenizer, return_tensors=\"tf\")\r\n> ```\r\n> \r\n> Output:\r\n> \r\n> ```\r\n> TypeError Traceback (most recent call last)\r\n> /tmp...
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Hi, I am following the HuggingFace course. I am now at Fine-tuning [https://huggingface.co/course/chapter3/3?fw=tf](https://huggingface.co/course/chapter3/3?fw=tf). When I set up `DataCollatorWithPadding` as following I got an error while trying to reproduce the course code in Kaggle. This error occurs with either a ...
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3,302
fix old_val typo in f-string
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This PR is to correct a typo in #3277 that @Carlosbogo revieled in a comment. Related closed issue : #3257 Sorry about that πŸ˜….
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Add wikipedia tags
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Add the missing tags to the wikipedia dataset card. I also added the missing languages code in our language codes list. This should also fix the code snippet that is presented on the Hub to load the dataset: fix https://github.com/huggingface/datasets/issues/3292
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Fix temporary dataset_path creation for URIs related to remote fs
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[ "Hi ! Thanks for the fix :) \r\n\r\nI think this should be `extract_path_from_uri` 's responsibility to strip the extra `/` from a badly formatted path like `hdfs:///absolute/path` (or raise an error). Do you think you can simply do the changes in `extract_path_from_uri` ? This way this fix will be available for al...
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CONTRIBUTOR
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This aims to close #3295
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3,295
Temporary dataset_path for remote fs URIs not built properly in arrow_dataset.py::load_from_disk
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[ "Hi ! Good catch and thanks for opening a PR :)\r\n\r\nI just responded in your PR" ]
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CONTRIBUTOR
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## Describe the bug When trying to build a temporary dataset path from a remote URI in this block of code: https://github.com/huggingface/datasets/blob/42f6b1d18a4a1b6009b6e62d115491be16dfca22/src/datasets/arrow_dataset.py#L1038-L1042 the result is not the expected when passing an absolute path in an URI like `h...
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Pin version exclusion for Markdown
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MEMBER
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As Markdown version 3.3.5 has a bug, it is better to exclude it in case the users have it previously installed in their environment. Related to #3289, #3286.
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Not able to load 'wikipedia' dataset
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[ "Hi ! Indeed it looks like the code snippet on the Hugging face Hub doesn't show the second parameter\r\n\r\n![image](https://user-images.githubusercontent.com/42851186/142649237-45ba55c5-1a64-4c30-8692-2c8120572f92.png)\r\n\r\nThanks for reporting, I'm taking a look\r\n" ]
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## Describe the bug I am following the instruction for loading the wikipedia dataset using datasets. However getting the below error. ## Steps to reproduce the bug from datasets import load_dataset dataset = load_dataset("wikipedia") ``` ## Expected results A clear and concise description of the expected res...
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method to select columns
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[ "duplicate of #2655" ]
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CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** * There is currently no way to select some columns of a dataset. In pandas, one can use `df[['col1', 'col2']]` to select columns, but in `datasets`, it results in error. **Describe the solution you'd like** * A new method that can be used to cr...
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I_kwDODunzps4_7Hp4
3,390
Loading dataset throws "KeyError: 'Field "builder_name" does not exist in table schema'"
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[ "Got solved it with push_to_hub, closing" ]
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## Describe the bug I have prepared dataset to datasets and now I am trying to load it back Finnish-NLP/voxpopuli_fi I get "KeyError: 'Field "builder_name" does not exist in table schema'" My dataset folder and files should be like @patrickvonplaten has here https://huggingface.co/datasets/flax-community/german-c...
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PR_kwDODunzps4vbnyY
3,388
Fix flaky test of the temporary directory used by load_from_disk
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[ "CI failed because of a server error - merging" ]
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The test is flaky, here is an example of random CI failure: https://github.com/huggingface/datasets/commit/73ed6615b4b3eb74d5311684f7b9e05cdb76c989 I fixed that by not checking the content of the random part of the temporary directory name
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Fix typos in dataset cards
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This PR: - Fix typos in dataset cards - Fix Papers With Code ID for: - Bilingual Corpus of Arabic-English Parallel Tweets - Tweets Hate Speech Detection - Add pretty name tags
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I_kwDODunzps4_2n6n
3,381
Unable to load audio_features from common_voice dataset
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[ "Hi ! Feel free to access `batch[\"audio\"][\"array\"]` and `batch[\"audio\"][\"sampling_rate\"]` instead\r\n\r\n`datasets` 1.16 introduced some changes in `common_voice` and now the `path` field is no longer a path to a local file (but rather the path to the file in the archive it's extracted from)", "Thanks for...
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## Describe the bug I am not able to load audio features from common_voice dataset ## Steps to reproduce the bug ``` from datasets import load_dataset import torchaudio test_dataset = load_dataset("common_voice", "hi", split="test[:2%]") resampler = torchaudio.transforms.Resample(48_000, 16_000) def spe...
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PR_kwDODunzps4vUVA3
3,370
Document a training loop for streaming dataset
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I added some docs about streaming dataset. In particular I added two subsections: - one on how to use `map` for preprocessing - one on how to use a streaming dataset in a pytorch training loop cc @patrickvonplaten @stevhliu if you have some comments cc @Rocketknight1 later we can add the one for TF and I might ne...
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3,368
Fix dict source_datasets tagset validator
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Currently, the `source_datasets` tag validation does not support passing a dict with configuration keys. This PR: - Extends `tagset_validator` to support regex tags - Uses `tagset_validator` to validate dict `source_datasets`
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3,367
Fix typo in other-structured-to-text task tag
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Fix typo in task tag: - `other-stuctured-to-text` (before) - `other-structured-to-text` (now)
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Update URL of Jeopardy! dataset
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[ "Closing this PR in favor of #3266." ]
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Updates the URL of the Jeopardy! dataset. Fix #3361
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Jeopardy _URL access denied
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## Describe the bug http://skeeto.s3.amazonaws.com/share/JEOPARDY_QUESTIONS1.json.gz returns Access Denied now. However, https://drive.google.com/file/d/0BwT5wj_P7BKXb2hfM3d2RHU1ckE/view?usp=sharing from the original Reddit post https://www.reddit.com/r/datasets/comments/1uyd0t/200000_jeopardy_questions_in_a_json_f...
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Add The Pile USPTO subset
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Add: - USPTO subset of The Pile: "uspto" config Close bigscience-workshop/data_tooling#297. CC: @StellaAthena
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Add The Pile Free Law subset
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[ "@albertvillanova Is there a specific reason you’re adding the Pile under β€œthe” instead of under β€œpile”? That does not appear to be consistent with other datasets.", "Hi @StellaAthena,\r\n\r\nI asked myself the same question, but at the end I decided to be consistent with previously added Pile subsets:\r\n- #2817...
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Add: - Free Law subset of The Pile: "free_law" config Close bigscience-workshop/data_tooling#75. CC: @StellaAthena
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add new field, and get errors
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[ "Hi, \r\n\r\ncould you please post this question on our [Forum](https://discuss.huggingface.co/) as we keep issues for bugs and feature requests? ", "> Hi,\r\n> \r\n> could you please post this question on our [Forum](https://discuss.huggingface.co/) as we keep issues for bugs and feature requests?\r\n\r\nok." ]
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NONE
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after adding new field **tokenized_examples["example_id"]**, and get errors below, I think it is due to changing data to tensor, and **tokenized_examples["example_id"]** is string list **all fields** ``` ***************** train_dataset 1: Dataset({ features: ['attention_mask', 'end_positions', 'example_id', '...
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3,354
Remove duplicate name from dataset cards
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Remove duplicate name from dataset card for: - ajgt_twitter_ar - emotone_ar
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add one field "example_id", but I can't see it in the "comput_loss" function
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[ "Hi ! Your function looks fine, I used to map `squad` locally and it indeed added the `example_id` field correctly.\r\n\r\nHowever I think that in the `compute_loss` method only a subset of the fields are available: the model inputs. Since `example_id` is not a model input (it's not passed as a parameter to the mod...
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Hi, I add one field **example_id**, but I can't see it in the **comput_loss** function, how can I do this? below is the information of inputs ``` *********************** inputs: {'attention_mask': tensor([[1, 1, 1, ..., 0, 0, 0], [1, 1, 1, ..., 0, 0, 0], [1, 1, 1, ..., 0, 0, 0], ..., ...
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PR_kwDODunzps4vO6uZ
3,352
Make LABR dataset streamable
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Fix LABR dataset to make it streamable. Related to: #3350.
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3,350
Avoid content-encoding issue while streaming datasets
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This PR will fix streaming of datasets served with gzip content-encoding: ``` ClientPayloadError: 400, message='Can not decode content-encoding: gzip' ``` Fix #2918. CC: @severo
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iter_archive for zip files
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[ "And also don't always try streaming with Google Drive - it can have issues because of how Google Drive works (with quotas, restrictions, etc.) and it can indeed cause `BlockSizeError`.\r\n\r\nFeel free to host your test data elsewhere, such as in a dataset repository on https://huggingface.co (see [here](https://h...
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* In this PR, I added the option to iterate through zipfiles for `download_manager.py` only. * Next PR will be the same applied to `streaming_download_manager.py`. * Related issue #3272. ## Comments : * There is no `.isreg()` equivalent in zipfile library to check if file is Regular so I used `.is_dir()` instead ...
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Failed to convert `string` with pyarrow for QED since 1.15.0
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[ "Scratch that, probably the old and incompatible usage of dataset builder from promptsource.", "Actually, re-opening this issue cause the error persists\r\n\r\n```python\r\n>>> load_dataset(\"qed\")\r\nDownloading and preparing dataset qed/qed (download: 13.43 MiB, generated: 9.70 MiB, post-processed: Unknown siz...
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## Describe the bug Loading QED was fine until 1.15.0. related: bigscience-workshop/promptsource#659, bigscience-workshop/promptsource#670 Not sure where the root cause is, but here are some candidates: - #3158 - #3120 - #3196 - #2891 ## Steps to reproduce the bug ```python load_dataset("qed") ``` ## ...
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I_kwDODunzps4_oqIn
3,345
Failed to download species_800 from Google Drive zip file
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[ "Hi,\r\n\r\nthe dataset is downloaded normally on my machine. Maybe the URL was down at the time of your download. Could you try again?", "> Hi,\r\n> \r\n> the dataset is downloaded normally on my machine. Maybe the URL was down at the time of your download. Could you try again?\r\n\r\nI have tried that many time...
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NONE
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## Describe the bug One can manually download the zip file on Google Drive, but `load_dataset()` cannot. related: #3248 ## Steps to reproduce the bug ```shell > python Python 3.7.12 (default, Sep 5 2021, 08:34:29) [Clang 11.0.3 (clang-1103.0.32.62)] on darwin Type "help", "copyright", "credits" or "license" ...
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PR_kwDODunzps4vNJwd
3,344
Add ArrayXD docs
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Documents support for dynamic first dimension in `ArrayXD` from #2891, and explain the `ArrayXD` feature in general. Let me know if I'm missing anything @lhoestq :)
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Better error message when download fails
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MEMBER
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From our discussions in https://github.com/huggingface/datasets/issues/3269 and https://github.com/huggingface/datasets/issues/3282 it would be nice to have better messages if a download fails. In particular the error now shows: - the error from the HEAD request if there's one - otherwise the response code of the ...
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Fix JSON ClassLabel casting for integers
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MEMBER
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Loading a JSON dataset with ClassLabel feature types currently fails if the JSON data already has integers. Indeed currently it tries to convert the strings to integers without even checking if the data are not integers already. For example this currently fails: ```python from datasets import load_dataset, Feature...
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load JSON files, get the errors
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[ "Hi ! The message you're getting is not an error. It simply says that your JSON dataset is being prepared to a location in `/root/.cache/huggingface/datasets`", "> \r\n\r\nbut I want to load local JSON file by command\r\n`python3 run.py --do_train --task qa --dataset squad-retrain-data/train-v2.0.json --output_di...
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NONE
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Hi, does this bug be fixed? when I load JSON files, I get the same errors by the command `!python3 run.py --do_train --task qa --dataset squad-retrain-data/train-v2.0.json --output_dir ./re_trained_model/` change the dateset to load json by refering to https://huggingface.co/docs/datasets/loading.html `dataset = ...
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1,065,345,853
PR_kwDODunzps4vGBig
3,332
Fix error message and add extension fallback
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1,638,109,529,000
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CONTRIBUTOR
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Fix the error message raised if `infered_module_name` is `None` in `CommunityDatasetModuleFactoryWithoutScript.get_module` and make `infer_module_for_data_files` more robust. In the linked issue, `infer_module_for_data_files` returns `None` because `json` is the second most common extension due to the suffix orderi...
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1,065,275,896
I_kwDODunzps4_ftH4
3,331
AttributeError: 'CommunityDatasetModuleFactoryWithoutScript' object has no attribute 'path'
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[ "Hi,\r\n\r\nthe fix was merged and will be available in the next release of `datasets`.\r\nIn the meantime, you can use it by installing `datasets` directly from master as follows:\r\n```\r\npip install git+https://github.com/huggingface/datasets.git\r\n```" ]
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NONE
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## Describe the bug I add a new question answering dataset to huggingface datasets manually. Here is the link: [luozhouyang/question-answering-datasets](https://huggingface.co/datasets/luozhouyang/question-answering-datasets) But when I load the dataset, an error raised: ```bash AttributeError: 'CommunityDatas...
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1,065,176,619
PR_kwDODunzps4vFtF7
3,330
Change TriviaQA license (#3313)
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CONTRIBUTOR
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Fixes (#3313)
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I_kwDODunzps4_fBcL
3,329
Map function: Type error on iter #999
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[ "Hi, thanks for reporting.\r\n\r\nIt would be really helpful if you could provide the actual code of the `text_numbers_to_int` function so we can reproduce the error.", "```\r\ndef text_numbers_to_int(text, column=\"\"):\r\n \"\"\"\r\n Convert text numbers to int.\r\n\r\n :param text: text numbers\r\n ...
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NONE
null
## Describe the bug Using the map function, it throws a type error on iter #999 Here is the code I am calling: ``` dataset = datasets.load_dataset('squad') dataset['validation'].map(text_numbers_to_int, input_columns=['context'], fn_kwargs={'column': 'context'}) ``` text_numbers_to_int returns the input text ...
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1,065,015,262
PR_kwDODunzps4vFTpW
3,328
Quick fix error formatting
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CONTRIBUTOR
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While working on a dataset, I got the error ``` TypeError: Provided `function` which is applied to all elements of table returns a `dict` of types {[type(x) for x in processed_inputs.values()]}. When using `batched=True`, make sure provided `function` returns a `dict` of types like `{allowed_batch_return_types}`. ``...
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"Shape of query is incorrect, it has to be either a 1D array or 2D (1, N)"
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CONTRIBUTOR
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## Describe the bug Passing a correctly shaped Numpy-Array to get_nearest_examples leads to the Exception "Shape of query is incorrect, it has to be either a 1D array or 2D (1, N)" Probably the reason for this is a wrongly converted assertion. 1.15.1: `assert len(query.shape) == 1 or (len(query.shape) == 2...
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1,064,664,479
PR_kwDODunzps4vEaYG
3,326
Fix import `datasets` on python 3.10
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In python 3.10 it's no longer possible to use `functools.wraps` on a method decorated with `classmethod`. To fix this I inverted the order of the `inject_arrow_table_documentation` and `classmethod` decorators Fix #3324
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3,325
Update conda dependencies
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1,637,942,887,000
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MEMBER
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Some dependencies minimum versions were outdated. For example `pyarrow` and `huggingface_hub`
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3,324
Can't import `datasets` in python 3.10
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When importing `datasets` I'm getting this error in python 3.10: ```python Traceback (most recent call last): File "<string>", line 1, in <module> File "/Users/quentinlhoest/Desktop/hf/nlp/src/datasets/__init__.py", line 34, in <module> from .arrow_dataset import Dataset, concatenate_datasets File "/Use...
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3,323
Fix wrongly converted assert
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[ "Closes #3327 " ]
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CONTRIBUTOR
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Seems like this assertion was replaced by an exception but the condition got wrongly converted.
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PR_kwDODunzps4vD1Ct
3,322
Add missing tags to XTREME
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Add missing tags to the XTREME benchmark for better discoverability.
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PR_kwDODunzps4vCBeI
3,321
Update URL of tatoeba subset of xtreme
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[ "<s>To be more precise: `os.path.join` is replaced on-the-fly by `xjoin` anyway with patching, to extend it to remote files</s>", "Oh actually just ignore what I said: they were used to concatenate URLs, which is not recommended. Let me fix that again by appending using `+`" ]
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Updates the URL of the tatoeba subset of xtreme. Additionally, replaces `os.path.join` with `xjoin` to correctly join the URL segments on Windows. Fix #3320
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1,063,531,992
I_kwDODunzps4_ZDXY
3,320
Can't get tatoeba.rus dataset
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## Describe the bug It gives an error. > FileNotFoundError: Couldn't find file at https://github.com/facebookresearch/LASER/raw/master/data/tatoeba/v1/tatoeba.rus-eng.rus ## Steps to reproduce the bug ```python data=load_dataset("xtreme","tatoeba.rus", split="validation") ``` ## Solution The library tries...
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1,062,749,654
PR_kwDODunzps4u-xdv
3,319
Add push_to_hub docs
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[ "Looks good to me! :)\r\n\r\nMaybe we can mention that users can also set the `private` argument if they want to keep their dataset private? It would lead nicely into the next section on Privacy.", "Thanks for your comments, I fixed the capitalization for consistency and added an passage to mention the `private` ...
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MEMBER
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Since #3098 it's now possible to upload a dataset on the Hub directly from python using the `push_to_hub` method. I just added a section in the "Upload a dataset to the Hub" tutorial. I kept the section quite simple but let me know if it sounds good to you @LysandreJik @stevhliu :)
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PR_kwDODunzps4u9m-k
3,318
Finish transition to PyArrow 3.0.0
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CONTRIBUTOR
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Finish transition to PyArrow 3.0.0 that was started in #3098.
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PR_kwDODunzps4u7WpU
3,315
Removing query params for dynamic URL caching
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[ "IMO it makes more sense to have `ignore_url_params` as an attribute of `DownloadConfig` to avoid defining a new argument in `DownloadManger`'s methods.", "@mariosasko that would make sense to me too, but it seems like `DownloadConfig` wasn't intended to be modified from a dataset loading script. @lhoestq wdyt?",...
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CONTRIBUTOR
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The main use case for this is to make dynamically generated private URLs (like the ones returned by CommonVoice API) compatible with the datasets' caching logic. Usage example: ```python import datasets class CommonVoice(datasets.GeneratorBasedBuilder): def _info(self): return datasets.DatasetInfo...
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PR_kwDODunzps4u6mdX
3,314
Adding arg to pass process rank to `map`
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[ "Some commits seem to be there twice (made the mistake of rebasing because I wasn't sure whether the doc had changed), is this an issue @lhoestq ?" ]
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MEMBER
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This PR adds a `with_rank` argument to `map` that gives the user the possibility to pass the rank of each process to their function. This is mostly designed for multi-GPU map (each process can be sent to a different device thanks to the rank). I've also added tests. I'm putting the PR up so you can check the code, I'll...
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I_kwDODunzps4_PI8Q
3,313
TriviaQA License Mismatch
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[ "Hi ! You're completely right, this must be mentioned in the dataset card.\r\nIf you're interesting in contributing, feel free to open a pull request to mention this in the `trivia_qa` dataset card in the \"Licensing Information\" section at https://github.com/huggingface/datasets/blob/master/datasets/trivia_qa/REA...
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NONE
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## Describe the bug TriviaQA Webpage at http://nlp.cs.washington.edu/triviaqa/ says they do not own the copyright to the data. However, Huggingface datasets at https://huggingface.co/datasets/trivia_qa mentions that the dataset is released under Apache License Is the License Information on HuggingFace correct?
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1,060,440,346
PR_kwDODunzps4u3duV
3,312
add bl books genre dataset
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[ "To fix the CI, feel free to run the `make style` command to format the code.\r\n\r\nThen it also looks like the dummy_data.zip archives are all empty, which makes the tests fail. Can you try regenerating them ? They should have one file inside which is a dummy version of the file at https://bl.iro.bl.uk/downloads/...
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CONTRIBUTOR
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First of all thanks for the fantastic library/collection of datasets πŸ€— This pull request adds a dataset of metadata from digitised (mostly 19th Century) books from the British Library The [data](https://bl.iro.bl.uk/concern/datasets/1e1ccb46-65b4-4481-b6f8-b8129d5da053) contains various metadata about the books. In...
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Fatal error condition occurred in aws-c-io
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[ "Hi ! Are you having this issue only with this specific dataset, or it also happens with other ones like `squad` ?", "@lhoestq It happens also on `squad`. It successfully downloads the whole dataset and then crashes on: \r\n\r\n```\r\nFatal error condition occurred in D:\\bld\\aws-c-io_1633633258269\\work\\source...
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NONE
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## Describe the bug Fatal error when using the library ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('wikiann', 'en') ``` ## Expected results No fatal errors ## Actual results ``` Fatal error condition occurred in D:\bld\aws-c-io_1633633258269\work\sou...
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fix: files counted twice in inferred structure
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[ "I see it creates some errors in the tests.\r\n\r\nAnother solution if needed is to add something like `data_files = list(set(data_files))` after [this line](https://github.com/huggingface/datasets/blob/8555197a3fe826e98bd0206c2d031c4488c53c5c/src/datasets/data_files.py#L511)", "Hi ! Thanks for the correction :)\...
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CONTRIBUTOR
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Files were counted twice in a structure like: ``` my_dataset_local_path/ β”œβ”€β”€ README.md └── data/ β”œβ”€β”€ train/ β”‚ β”œβ”€β”€ shard_0.csv β”‚ β”œβ”€β”€ shard_1.csv β”‚ β”œβ”€β”€ shard_2.csv β”‚ └── shard_3.csv └── valid/ β”œβ”€β”€ shard_0.csv └── shard_1.csv ``` The reason is that they were ...
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