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https://api.github.com/repos/huggingface/datasets/issues/2445
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https://github.com/huggingface/datasets/pull/2445
911,577,578
MDExOlB1bGxSZXF1ZXN0NjYxODMzMTky
2,445
Fix broken URLs for bn_hate_speech and covid_tweets_japanese
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[ "Thanks ! To fix the CI you just have to rename the dummy data file in the dummy_data.zip files", "thanks for the tip with the dummy data - all fixed now!" ]
1,622,818,415,000
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2445", "html_url": "https://github.com/huggingface/datasets/pull/2445", "diff_url": "https://github.com/huggingface/datasets/pull/2445.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2445.patch" }
Closes #2388
https://api.github.com/repos/huggingface/datasets/issues/2445/timeline
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https://api.github.com/repos/huggingface/datasets/issues/2444
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911,297,139
MDU6SXNzdWU5MTEyOTcxMzk=
2,444
Sentence Boundaries missing in Dataset: xtreme / udpos
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[ "Hi,\r\n\r\nThis is a known issue. More info on this issue can be found in #2061. If you are looking for an open-source contribution, there are step-by-step instructions in the linked issue that you can follow to fix it.", "Closed by #2466." ]
1,622,797,826,000
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CONTRIBUTOR
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I was browsing through annotation guidelines, as suggested by the datasets introduction. The guidlines saids "There must be exactly one blank line after every sentence, including the last sentence in the file. Empty sentences are not allowed." in the [Sentence Boundaries and Comments section](https://universaldepend...
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https://api.github.com/repos/huggingface/datasets/issues/2443
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909,983,574
MDU6SXNzdWU5MDk5ODM1NzQ=
2,443
Some tests hang on Windows
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[ "Hi ! That would be nice indeed to at least have a warning, since we don't handle the max path length limit.\r\nAlso if we could have an error instead of an infinite loop I'm sure windows users will appreciate that", "Unfortunately, I know this problem very well... 😅 \r\n\r\nI remember having proposed to throw a...
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CONTRIBUTOR
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Currently, several tests hang on Windows if the max path limit of 260 characters is not disabled. This happens due to the changes introduced by #2223 that cause an infinite loop in `WindowsFileLock` described in #2220. This can be very tricky to debug, so I think now is a good time to address these issues/PRs. IMO thr...
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https://api.github.com/repos/huggingface/datasets/issues/2442
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909,677,029
MDExOlB1bGxSZXF1ZXN0NjYwMjE1ODY1
2,442
add english language tags for ~100 datasets
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[ "Fixing the tags of all the datasets is out of scope for this PR so I'm merging even though the CI fails because of the missing tags" ]
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2442", "html_url": "https://github.com/huggingface/datasets/pull/2442", "diff_url": "https://github.com/huggingface/datasets/pull/2442.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2442.patch" }
As discussed on Slack, I have manually checked for ~100 datasets that they have at least one subset in English. This information was missing so adding into the READMEs. Note that I didn't check all the subsets so it's possible that some of the datasets have subsets in other languages than English...
https://api.github.com/repos/huggingface/datasets/issues/2442/timeline
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908,554,713
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2,441
DuplicatedKeysError on personal dataset
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[ "Hi ! In your dataset script you must be yielding examples like\r\n```python\r\nfor line in file:\r\n ...\r\n yield key, {...}\r\n```\r\n\r\nSince `datasets` 1.7.0 we enforce the keys to be unique.\r\nHowever it looks like your examples generator creates duplicate keys: at least two examples have key 0.\r\n\r...
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1,622,850,603,000
NONE
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## Describe the bug Ever since today, I have been getting a DuplicatedKeysError while trying to load my dataset from my own script. Error returned when running this line: `dataset = load_dataset('/content/drive/MyDrive/Thesis/Datasets/book_preprocessing/goodreads_maharjan_trimmed_and_nered/goodreadsnered.py')` Note ...
https://api.github.com/repos/huggingface/datasets/issues/2441/timeline
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https://api.github.com/repos/huggingface/datasets/issues/2440
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908,521,954
MDU6SXNzdWU5MDg1MjE5NTQ=
2,440
Remove `extended` field from dataset tagger
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[ "The tagger also doesn't insert the value for the `size_categories` field automatically, so this should be fixed too", "Thanks for reporting. Indeed the `extended` tag doesn't exist. Not sure why we had that in the tagger.\r\nThe repo of the tagger is here if someone wants to give this a try: https://github.com/h...
1,622,567,922,000
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MEMBER
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## Describe the bug While working on #2435 I used the [dataset tagger](https://huggingface.co/datasets/tagging/) to generate the missing tags for the YAML metadata of each README.md file. However, it seems that our CI raises an error when the `extended` field is included: ``` dataset_name = 'arcd' @pytest.m...
https://api.github.com/repos/huggingface/datasets/issues/2440/timeline
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https://api.github.com/repos/huggingface/datasets/issues/2439
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908,511,983
MDExOlB1bGxSZXF1ZXN0NjU5MTkzMDE3
2,439
Better error message when trying to access elements of a DatasetDict without specifying the split
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2439", "html_url": "https://github.com/huggingface/datasets/pull/2439", "diff_url": "https://github.com/huggingface/datasets/pull/2439.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2439.patch" }
As mentioned in #2437 it'd be nice to to have an indication to the users when they try to access an element of a DatasetDict without specifying the split name. cc @thomwolf
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908,461,914
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2,438
Fix NQ features loading: reorder fields of features to match nested fields order in arrow data
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2438", "html_url": "https://github.com/huggingface/datasets/pull/2438", "diff_url": "https://github.com/huggingface/datasets/pull/2438.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2438.patch" }
As mentioned in #2401, there is an issue when loading the features of `natural_questions` since the order of the nested fields in the features don't match. The order is important since it matters for the underlying arrow schema. To fix that I re-order the features based on the arrow schema: ```python inferred_fe...
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908,108,882
MDExOlB1bGxSZXF1ZXN0NjU4ODUwNTkw
2,437
Better error message when using the wrong load_from_disk
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[ "We also have other cases where people are lost between Dataset and DatasetDict, maybe let's gather and solve them all here?\r\n\r\nFor instance, I remember that some people thought they would request a single element of a split but are calling this on a DatasetDict. Maybe here also a better error message when the ...
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2437", "html_url": "https://github.com/huggingface/datasets/pull/2437", "diff_url": "https://github.com/huggingface/datasets/pull/2437.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2437.patch" }
As mentioned in #2424, the error message when one tries to use `Dataset.load_from_disk` to load a DatasetDict object (or _vice versa_) can be improved. I added a suggestion in the error message to let users know that they should use the other one.
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Update DatasetMetadata and ReadMe
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2436", "html_url": "https://github.com/huggingface/datasets/pull/2436", "diff_url": "https://github.com/huggingface/datasets/pull/2436.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2436.patch" }
This PR contains the changes discussed in #2395. **Edit**: In addition to those changes, I'll be updating the `ReadMe` as follows: Currently, `Section` has separate parsing and validation error lists. In `.validate()`, we add these lists to the final lists and throw errors. One way to make `ReadMe` consistent...
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Insert Extractive QA templates for SQuAD-like datasets
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[ "hi @lhoestq @SBrandeis i've now added the missing YAML tags, so this PR should be good to go :)", "urgh, the windows tests are failing because of encoding issues 😢 \r\n\r\n```\r\ndataset_name = 'squad_kor_v1'\r\n\r\n @pytest.mark.parametrize(\"dataset_name\", get_changed_datasets(repo_path))\r\n def test_...
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2435", "html_url": "https://github.com/huggingface/datasets/pull/2435", "diff_url": "https://github.com/huggingface/datasets/pull/2435.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2435.patch" }
This PR adds task templates for 9 SQuAD-like templates with the following properties: * 1 config * A schema that matches the `squad` one (i.e. same column names, especially for the nested `answers` column because the current implementation does not support casting with mismatched columns. see #2434) * Less than 20...
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Extend QuestionAnsweringExtractive template to handle nested columns
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[ "this is also the case for the following datasets and configurations:\r\n\r\n* `mlqa` with config `mlqa-translate-train.ar`\r\n\r\n" ]
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Currently the `QuestionAnsweringExtractive` task template and `preprare_for_task` only support "flat" features. We should extend the functionality to cover QA datasets like: * `iapp_wiki_qa_squad` * `parsinlu_reading_comprehension` where the nested features differ with those from `squad` and trigger an `ArrowNot...
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Fix DuplicatedKeysError in adversarial_qa
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Fixes #2431
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Fix CI six installation on linux
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For some reason we end up with this error in the linux CI when running pip install .[tests] ``` pip._vendor.resolvelib.resolvers.InconsistentCandidate: Provided candidate AlreadyInstalledCandidate(six 1.16.0 (/usr/local/lib/python3.6/site-packages)) does not satisfy SpecifierRequirement('six>1.9'), SpecifierRequireme...
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DuplicatedKeysError when trying to load adversarial_qa
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[ "Thanks for reporting !\r\n#2433 fixed the issue, thanks @mariosasko :)\r\n\r\nWe'll do a patch release soon of the library.\r\nIn the meantime, you can use the fixed version of adversarial_qa by adding `script_version=\"master\"` in `load_dataset`" ]
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## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python dataset = load_dataset('adversarial_qa', 'adversarialQA') ``` ## Expected results The dataset should be loaded into memory ## Actual results >DuplicatedKeysError: FAILURE TO GENERATE DATASET ...
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https://api.github.com/repos/huggingface/datasets/issues/2430
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2,430
Add version-specific BibTeX
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[ "Maybe we should only keep one citation ?\r\ncc @thomwolf @yjernite ", "For info:\r\n- The one automatically generated by Zenodo is version-specific, and a new one will be generated after each release.\r\n- Zenodo has also generated a project-specific DOI (they call it *Concept DOI* as opposed to *Version DOI*), ...
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As pointed out by @lhoestq in #2411, after the creation of the Zenodo DOI for Datasets, a new BibTeX entry is created with each release. This PR adds a version-specific BibTeX entry, besides the existing one which is generic for the project. See version-specific BibTeX entry here: https://zenodo.org/record/481776...
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2,429
Rename QuestionAnswering template to QuestionAnsweringExtractive
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[ "> I like having \"extractive\" in the name to make things explicit. However this creates an inconsistency with transformers.\r\n> \r\n> See\r\n> https://huggingface.co/transformers/task_summary.html#extractive-question-answering\r\n> \r\n> But this is minor IMO and I'm ok with this renaming\r\n\r\nyes i chose this...
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Following the discussion with @thomwolf in #2255, this PR renames the QA template to distinguish extractive vs abstractive QA. The abstractive template will be added in a future PR.
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Add copyright info for wiki_lingua dataset
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[ "Build fails but this change should not be the reason...", "rebased on master", "rebased on master" ]
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Add copyright info to MLSUM dataset
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2,426
Saving Graph/Structured Data in Datasets
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[ "It should probably work out of the box to save structured data. If you want to show an example we can help you.", "An example of a toy dataset is like:\r\n```json\r\n[\r\n {\r\n \"name\": \"mike\",\r\n \"friends\": [\r\n \"tom\",\r\n \"lily\"\r\n ],\r\n \"arti...
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Thanks for this amazing library! And my question is I have structured data that is organized with a graph. For example, a dataset with users' friendship relations and user's articles. When I try to save a python dict in the dataset, an error occurred ``did not recognize Python value type when inferring an Arrow data ty...
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2,425
Fix Docstring Mistake: dataset vs. metric
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[ "IMO this PR is ready for review. I do not know why tests fail...", "The CI fail is unrelated to this PR, and it has been fixed on master, merging :)", "> I just have one comment: we use rouge, not rogue :p\r\n\r\nOops!", "rebased on master" ]
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PR to fix #2412
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load_from_disk and save_to_disk are not compatible with each other
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[ "Hi,\r\n\r\n`load_dataset` returns an instance of `DatasetDict` if `split` is not specified, so instead of `Dataset.load_from_disk`, use `DatasetDict.load_from_disk` to load the dataset from disk.", "Thanks it worked!", "Though I see a stream of issues open by people lost between datasets and datasets dicts so ...
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## Describe the bug load_from_disk and save_to_disk are not compatible. When I use save_to_disk to save a dataset to disk it works perfectly but given the same directory load_from_disk throws an error that it can't find state.json. looks like the load_from_disk only works on one split ## Steps to reproduce the bug ...
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add `desc` in `map` for `DatasetDict` object
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[ "The CI error is unrelated to the PR, merging", "@lhoestq, can we release this feature if you guys are planning for any patch release for Datasets. It'll slow down [#11927](https://github.com/huggingface/transformers/pull/11927) otherwise :/ ", "Sure definitely, having a discrepancy between Dataset.map and Data...
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`desc` in `map` currently only works with `Dataset` objects. This PR adds support for `DatasetDict` objects as well
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Fix save_to_disk nested features order in dataset_info.json
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Fix issue https://github.com/huggingface/datasets/issues/2267 The order of the nested features matters (pyarrow limitation), but the save_to_disk method was saving the features types as JSON with `sort_keys=True`, which was breaking the order of the nested features.
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doc: fix typo HF_MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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MAX_MEMORY_DATASET_SIZE_IN_BYTES should be HF_MAX_MEMORY_DATASET_SIZE_IN_BYTES
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Updated Dataset Description
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Added Point of contact information and several other details about the dataset.
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adds license information for DailyDialog.
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[ "Thanks! Can you also add it as metadata in the YAML block at the top of the file?\r\n\r\nShould be in the form:\r\n\r\n```\r\nlicenses:\r\n- cc-by-sa-4.0\r\n```", "seems like we need to add all the other tags ? \r\n``` \r\nif error_messages:\r\n> raise ValueError(\"\\n\".join(error_messages))\r\n...
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add utf-8 while reading README
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[ "Can you please add encoding to this line as well to fix the issue (and maybe replace `path.open(...)` with `open(path, ...)`)?\r\nhttps://github.com/huggingface/datasets/blob/7bee4be44706a59b084b9b69c4cd00f73ee72f76/src/datasets/utils/metadata.py#L58", "Sure, in fact even I was thinking of adding this in order t...
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It was causing tests to fail in Windows (see #2416). In Windows, the default encoding is CP1252 which is unable to decode the character byte 0x9d
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Make datasets PEP-561 compliant
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[ "This is super cool, I love that ❤️ " ]
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Allows to type-check datasets with `mypy` when imported as a third-party library PEP-561: https://www.python.org/dev/peps/pep-0561 MyPy doc on the subject: https://mypy.readthedocs.io/en/stable/installed_packages.html
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Add KLUE dataset
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[ "I'm not sure why I got error like below when I auto-generate dummy data \"mrc\" \r\n```\r\ndatasets.keyhash.DuplicatedKeysError: FAILURE TO GENERATE DATASET !\r\nFound duplicate Key: 0\r\nKeys should be unique and deterministic in nature\r\n```", "> I'm not sure why I got error like below when I auto-generate du...
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Add `KLUE (Korean Language Understanding Evaluation)` dataset released recently from [paper](https://arxiv.org/abs/2105.09680), [github](https://github.com/KLUE-benchmark/KLUE) and [webpage](https://klue-benchmark.com/tasks). Please let me know if there's anything missing in the code or README. Thanks!
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Cached dataset not loaded
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[ "It actually seems to happen all the time in above configuration:\r\n* the function `filter_by_duration` correctly loads cached processed dataset\r\n* the function `prepare_dataset` is always reexecuted\r\n\r\nI end up solving the issue by saving to disk my dataset at the end but I'm still wondering if it's a bug o...
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## Describe the bug I have a large dataset (common_voice, english) where I use several map and filter functions. Sometimes my cached datasets after specific functions are not loaded. I always use the same arguments, same functions, no seed… ## Steps to reproduce the bug ```python def filter_by_duration(batch): ...
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Update README.md
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[ "Merging since the CI error is unrelated to this PR and has been fixed on master", "Thank you for taking a look at the CI error - I was a bit confused with that. Thanks!" ]
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Provides description of data instances and dataset features
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AttributeError: 'DatasetInfo' object has no attribute 'task_templates'
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[ "Hi ! Can you try using a more up-to-date version ? We added the task_templates in `datasets` 1.7.0.\r\n\r\nIdeally when you're working on new datasets, you should install and use the local version of your fork of `datasets`. Here I think you tried to run the 1.7.0 tests with the 1.6.2 code" ]
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## Describe the bug Hello, I'm trying to add dataset and contribute, but test keep fail with below cli. ` RUN_SLOW=1 pytest tests/test_dataset_common.py::LocalDatasetTest::test_load_dataset_all_configs_<my_dataset>` ## Steps to reproduce the bug It seems like a bug when I see an error with the existing dataset,...
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Docstring mistake: dataset vs. metric
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[ "> I can provide a PR l8er...\r\n\r\nSee #2425 " ]
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This: https://github.com/huggingface/datasets/blob/d95b95f8cf3cb0cff5f77a675139b584dcfcf719/src/datasets/load.py#L582 Should better be something like: `a metric identifier on HuggingFace AWS bucket (list all available metrics and ids with ``datasets.list_metrics()``)` I can provide a PR l8er...
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Add DOI badge to README
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Once published the latest release, the DOI badge has been automatically generated by Zenodo.
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fix #2391 add original answers in kilt-TriviaQA
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[ "LGTM, but I'm not sure what's going on with the Unix tests @lhoestq ", "The CI error is unrelated to this PR, it's been fixed now on master.", "Thanks @PaulLerner !", "> #- [ ] - Hey![image](https://user-images.githubusercontent.com/71971234/121969638-00030e00-cd75-11eb-9512-25d32ac08051.jpeg)@fr[fr_fr**fr~~...
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cc @yjernite is it ok like this?
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Add HF_ prefix to env var MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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[ "I thought the renaming was suggested only for the env var, and not for the config variable... As you think is better! ;)", "I think it's better if they match, so that users understand directly that they're directly connected", "Well, if you're not concerned about back-compat here, perhaps it could be renamed a...
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As mentioned in https://github.com/huggingface/datasets/pull/2399 the env var should be prefixed by HF_
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Fix head_qa keys
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There were duplicate in the keys, as mentioned in #2382
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2,407
.map() function got an unexpected keyword argument 'cache_file_name'
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[ "Hi @cindyxinyiwang,\r\nDid you try adding `.arrow` after `cache_file_name` argument? Here I think they're expecting something like that only for a cache file:\r\nhttps://github.com/huggingface/datasets/blob/e08362256fb157c0b3038437fc0d7a0bbb50de5c/src/datasets/arrow_dataset.py#L1556-L1558", "Hi ! `cache_file_nam...
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NONE
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## Describe the bug I'm trying to save the result of datasets.map() to a specific file, so that I can easily share it among multiple computers without reprocessing the dataset. However, when I try to pass an argument 'cache_file_name' to the .map() function, it throws an error that ".map() function got an unexpected...
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Add guide on using task templates to documentation
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Once we have a stable API on the text classification and question answering task templates, add a guide on how to use them in the documentation.
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Add dataset tags
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[ "Thanks!" ]
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2405", "html_url": "https://github.com/huggingface/datasets/pull/2405", "diff_url": "https://github.com/huggingface/datasets/pull/2405.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2405.patch" }
The dataset tags were provided by Peter Clark following the guide.
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Paperswithcode dataset mapping
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[ "messed up my branch, repushing", "live mapping can be found at https://huggingface.co/api/pwc/datasets-mapping and will be kept up to date going forward" ]
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This is a continuation of https://github.com/huggingface/huggingface_hub/pull/43, encoded directly inside dataset cards. As discussed: - `paperswithcode_id: null` when the dataset doesn't exist on paperswithcode's side. - I've added this new key at the end of the yaml instead of ordering all keys alphabetically as...
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Free datasets with cache file in temp dir on exit
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2403", "html_url": "https://github.com/huggingface/datasets/pull/2403", "diff_url": "https://github.com/huggingface/datasets/pull/2403.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2403.patch" }
This PR properly cleans up the memory-mapped tables that reference the cache files inside the temp dir. Since the built-in `_finalizer` of `TemporaryDirectory` can't be modified, this PR defines its own `TemporaryDirectory` class that accepts a custom clean-up function. Fixes #2402
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PermissionError on Windows when using temp dir for caching
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Currently, the following code raises a PermissionError on master if working on Windows: ```python # run as a script or call exit() in REPL to initiate the temp dir cleanup from datasets import * d = load_dataset("sst", split="train", keep_in_memory=False) set_caching_enabled(False) d.map(lambda ex: ex) ``` ...
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load_dataset('natural_questions') fails with "ValueError: External features info don't match the dataset"
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[ "I faced the similar problem. Downgrading datasets to 1.5.0 fixed it.", "Thanks for reporting, I'm looking into it", "I just opened #2438 to fix this :)", "Hi ! This has been fixed in the 1.8.0 release of `datasets`" ]
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## Describe the bug load_dataset('natural_questions') throws ValueError ## Steps to reproduce the bug ```python from datasets import load_dataset datasets = load_dataset('natural_questions', split='validation[:10]') ``` ## Expected results Call to load_dataset returns data. ## Actual results ``` Using ...
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899,867,212
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Concatenate several datasets with removed columns is not working.
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[ "Hi,\r\n\r\ndid you fill out the env info section manually or by copy-pasting the output of the `datasets-cli env` command?\r\n\r\nThis code should work without issues on 1.6.2 version (I'm working on master (1.6.2.dev0 version) and can't reproduce this error).", "@mariosasko you are right I was still on `1.5.0`....
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## Describe the bug You can't concatenate datasets when you removed columns before. ## Steps to reproduce the bug ```python from datasets import load_dataset, concatenate_datasets wikiann= load_dataset("wikiann","en") wikiann["train"] = wikiann["train"].remove_columns(["langs","spans"]) wikiann["test"] =...
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Add env variable for MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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[ "Thank you for clarifying the precedence, @albertvillanova \r\n\r\nIsn't it typically the case where env vars have the highest precedence? \r\n\r\nIn my understanding the point of env vars is to be able to override software w/o needing to touch the code. \r\n\r\nPlease correct me if this is not so in the general ca...
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2399", "html_url": "https://github.com/huggingface/datasets/pull/2399", "diff_url": "https://github.com/huggingface/datasets/pull/2399.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2399.patch" }
Add env variable for `MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES`. This will allow to turn off default behavior: loading in memory (and not caching) small datasets. Fix #2387.
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News_commentary Dataset Translation Pairs are of Incorrect Language Specified Pairs
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I used load_dataset to load the news_commentary dataset for "ar-en" translation pairs but found translations from Arabic to Hindi. ``` train_ds = load_dataset("news_commentary", "ar-en", split='train[:98%]') val_ds = load_dataset("news_commentary", "ar-en", split='train[98%:]') # filtering out examples that a...
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Fix number of classes in indic_glue sna.bn dataset
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[ "@lhoestq there are many things missing in the README.md file, but this correction is right despite not passing the validation tests...", "Yes indeed. We run the validation in all modified readme because we think that it is the time when contributors are the most likely to fix a dataset card - or it will never be...
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{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2397", "html_url": "https://github.com/huggingface/datasets/pull/2397", "diff_url": "https://github.com/huggingface/datasets/pull/2397.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2397.patch" }
As read in the [paper](https://www.aclweb.org/anthology/2020.findings-emnlp.445.pdf), Table 11.
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strange datasets from OSCAR corpus
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[ "Hi ! Thanks for reporting\r\ncc @pjox is this an issue from the data ?\r\n\r\nAnyway we should at least mention that OSCAR could contain such contents in the dataset card, you're totally right @jerryIsHere ", "Hi @jerryIsHere , sorry for the late response! Sadly this is normal, the problem comes form fasttext's ...
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![image](https://user-images.githubusercontent.com/50871412/119260850-4f876b80-bc07-11eb-8894-124302600643.png) ![image](https://user-images.githubusercontent.com/50871412/119260875-675eef80-bc07-11eb-9da4-ee27567054ac.png) From the [official site ](https://oscar-corpus.com/), the Yue Chinese dataset should have 2.2K...
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`pretty_name` for dataset in YAML tags
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[ "Initially I removed the ` - ` since there was only one `pretty_name` per config but turns out it was breaking here in `from_yaml_string`https://github.com/huggingface/datasets/blob/74751e3f98c74d22c48c6beb1fab0c13b5dfd075/src/datasets/utils/metadata.py#L197 in `/utils/metadata.py`", "@lhoestq I guess this will a...
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I'm updating `pretty_name` for datasets in YAML tags as discussed with @lhoestq. Here are the first 10, please let me know if they're looking good. If dataset has 1 config, I've added `pretty_name` as `config_name: full_name_of_dataset` as config names were `plain_text`, `default`, `squad` etc (not so important in t...
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Update text classification template labels in DatasetInfo __post_init__
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[ "If I'm not mistaken, one way to fix this would be to drop the task templates when copying the info by inserting `dataset.info.task_templates = None` before the `Dataset.cast` call in `Dataset.prepare_for_task`. Moreover, we should do this change independently of the KeyError being raised because currently the foll...
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This PR implements the idea discussed in #2389 to update the `labels` of the `TextClassification` template in the `DatasetInfo.__post_init__`. The main reason for doing so is so avoid duplicating the label definitions in both `DatasetInfo.features` and `DatasetInfo.task_templates`. To avoid storing state in `Dataset...
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Missing original answers in kilt-TriviaQA
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[ "That could be useful indeed! Feel free to open a PR on the dataset card if you already have some code that runs, otherwise we'll take care of it soon :) ", "I can open a PR but there is 2 details to fix:\r\n- the name for the corresponding key (e.g. `original_answer`)\r\n- how to implement it: I’m not sure what ...
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I previously opened an issue at https://github.com/facebookresearch/KILT/issues/42 but from the answer of @fabiopetroni it seems that the problem comes from HF-datasets ## Describe the bug The `answer` field in kilt-TriviaQA, e.g. `kilt_tasks['train_triviaqa'][0]['output']['answer']` contains a list of alternative ...
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[ "LGTM now, thank you =)" ]
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This PR adds a check that the features of a dataset match the schema of each compatible task template.
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[ "Update: found a few datasets that slipped through the net. Adding them shortly!", "You might have thought about this already, but would it make sense to use the `datasets.features.ClassLabel` values when possible instead of declaring the list once for the `feature` and once for the `template`?", "> You might h...
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This PR inserts text-classification templates for datasets with the following properties: * Only one config * At most two features of `(Value, ClassLabel)` type Note that this misses datasets like `sentiment140` which only has `Value` type features - these will be handled in a separate PR
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Incorrect URLs for some datasets
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## Describe the bug It seems that the URLs for the following datasets are invalid: - [ ] `bn_hate_speech` has been renamed: https://github.com/rezacsedu/Bengali-Hate-Speech-Dataset/commit/c67ecfc4184911e12814f6b36901f9828df8a63a - [ ] `covid_tweets_japanese` has been renamed: http://www.db.info.gifu-u.ac.jp/covi...
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datasets 1.6 ignores cache
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[ "Looks like there are multiple issues regarding this (#2386, #2322) and it's a WIP #2329. Currently these datasets are being loaded in-memory which is causing this issue. Quoting @mariosasko here for a quick fix:\r\n\r\n> set `keep_in_memory` to `False` when loading a dataset (`sst = load_dataset(\"sst\", keep_in_m...
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Moving from https://github.com/huggingface/transformers/issues/11801#issuecomment-845546612 Quoting @VictorSanh: > > I downgraded datasets to `1.5.0` and printed `tokenized_datasets.cache_files` (L335): > > > `{'train': [{'filename': '/home/victor/.cache/huggingface/datasets/openwebtext10k/plain_text/1.0.0/...
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Accessing Arrow dataset cache_files
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[ "Thanks @bhavitvyamalik for referencing the workaround. Setting `keep_in_memory=False` is working." ]
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## Describe the bug In datasets 1.5.0 the following code snippet would have printed the cache_files: ``` train_data = load_dataset('conll2003', split='train', cache_dir='data') print(train_data.cache_files[0]['filename']) ``` However, in the newest release (1.6.1), it prints an empty list. I also tried l...
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update citations
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To update citations for [Offenseval_dravidiain](https://huggingface.co/datasets/offenseval_dravidian)
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Add args description to DatasetInfo
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[ "Thanks for the suggestions! I've included them and made a few minor tweaks along the way", "Please merge master into this branch to fix the CI, I just fixed metadata validation tests." ]
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Closes #2354 I am not sure what `post_processed` and `post_processing_size` correspond to, so have left them empty for now. I also took a guess at some of the other fields like `dataset_size` vs `size_in_bytes`, so might have misunderstood their meaning.
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Improves the example in the rounding subsection of the Split API docs. With this change, it should more clear what's the difference between the `closest` and the `pct1_dropremainder` rounding.
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DuplicatedKeysError: FAILURE TO GENERATE DATASET ! load_dataset('head_qa', 'en')
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Hello everyone, I try to use head_qa dataset in [https://huggingface.co/datasets/viewer/?dataset=head_qa&config=en](url) ``` !pip install datasets from datasets import load_dataset dataset = load_dataset( 'head_qa', 'en') ``` When I write above load_dataset(.), it throws the following: ``` Duplicated...
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add dataset card title
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few of them were missed by me earlier which I've added now
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maintain YAML structure reading from README
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How YAML used be loaded earlier in the string (structure of YAML was affected because of this and YAML for datasets with multiple configs was not being loaded correctly): ``` annotations_creators: labeled_final: - expert-generated labeled_swap: - expert-generated unlabeled_final: - machine-generated language_c...
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Disallow duplicate keys in yaml tags
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Make sure that there's no duplidate keys in yaml tags. I added the check in the yaml tree constructor's method, so that the verification is done at every level in the yaml structure. cc @julien-c
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Add missing dataset_infos.json files
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Some of the datasets in `datasets` are missing a `dataset_infos.json` file, e.g. ``` [PosixPath('datasets/chr_en/chr_en.py'), PosixPath('datasets/chr_en/README.md')] [PosixPath('datasets/telugu_books/README.md'), PosixPath('datasets/telugu_books/telugu_books.py')] [PosixPath('datasets/reclor/README.md'), PosixPat...
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ArrowDataset.save_to_disk produces files that cannot be read using pyarrow.feather
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[ "Hi ! This is because we are actually using the arrow streaming format. We plan to switch to the arrow IPC format.\r\nMore info at #1933 " ]
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## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python from datasets import load_dataset from pyarrow import feather dataset = load_dataset('imdb', split='train') dataset.save_to_disk('dataset_dir') table = feather.read_table('dataset_dir/dataset.arro...
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Improve task api code quality
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[ "Looks good thanks, what do you think @lewtun ?", "thanks for including the lazy `ClassLabel` class @mariosasko ! from my side this LGTM!" ]
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Improves the code quality of the `TaskTemplate` dataclasses. Changes: * replaces `return NotImplemented` with raise `NotImplementedError` * replaces `sorted` with `len` in the uniqueness check * defines `label2id` and `id2label` in the `TextClassification` template as properties * replaces the `object.__setatt...
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Dataset Streaming
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# Dataset Streaming ## API Current API is ```python from datasets import load_dataset # Load an IterableDataset without downloading data snli = load_dataset("snli", streaming=True) # Access examples by streaming data print(next(iter(snli["train"]))) # {'premise': 'A person on a horse jumps over a br...
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add `desc` to `tqdm` in `Dataset.map()`
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[ "Once this is merged, let's update `transformers` examples to use this new code. As currently all those tqdm bars are who knows what they are....\r\n\r\nhttps://github.com/huggingface/transformers/issues/11797", "Sure @stas00! Once this is merged let's discuss what all changes can be done on `transformers` side",...
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Fixes #2330. Please let me know if anything is also required in this
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Loading dataset from local path
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[ "Version below works, checked again in the docs, and data_files should be a path.\r\n```\r\nds = datasets.load_dataset('my_script.py', \r\n data_files='/data/dir/corpus.txt', \r\n cache_dir='.')\r\n```" ]
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I'm trying to load a local dataset with the code below ``` ds = datasets.load_dataset('my_script.py', data_files='corpus.txt', data_dir='/data/dir', cache_dir='.') ``` But internally a BuilderConfig is created, which tries to u...
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ConvQuestions benchmark added
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[ "Thanks for your helpful comments and suggestions! :)\r\nI integrated the additional fields, and extended some of the README/dataset card.\r\nAnd I actually realized that we had the cc-by-4.0 for the dataset, so this was also changed.", "I added the answers to the test set actually :)", "Oh great ! Let me rever...
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Hello, I would like to integrate our dataset on conversational QA. The answers are grounded in the KG. The work was published in CIKM 2019 (https://dl.acm.org/doi/10.1145/3357384.3358016). We hope for further research on how to deal with the challenges of factoid conversational QA. Thanks! :)
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Align question answering tasks with sub-domains
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As pointed out by @thomwolf in #2255 we should consider breaking with the pipeline taxonomy of `transformers` to account for the various types of question-answering domains: > `question-answering` exists in two forms: abstractive and extractive question answering. > > we can keep a generic `question-answering` bu...
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Adding HendrycksTest dataset
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[ "@lhoestq Thank you for the review. I've made the suggested changes. There still might be some problems with dummy data though due to some csv loading issues (which I haven't found the cause to).", "I took a look at the dummy data and some csv lines were cropped. I fixed them :)" ]
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Adding Hendrycks test from https://arxiv.org/abs/2009.03300. I'm having a bit of trouble with dummy data creation because some lines in the csv files aren't being loaded properly (only the first entry loaded in a row of length 6). The dataset is loading just fine. Hope you can kindly help! Thank you!
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correct labels of conll2003
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# What does this PR It fixes/extends the `ner_tags` for conll2003 to include all. Paper reference https://arxiv.org/pdf/cs/0306050v1.pdf Model reference https://huggingface.co/elastic/distilbert-base-cased-finetuned-conll03-english/blob/main/config.json
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Allow "other-X" in licenses
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This PR allows "other-X" licenses during metadata validation. @lhoestq
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Remove getchildren from hyperpartisan news detection
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`Element.getchildren()` is now deprecated in the ElementTree library (I think in python 3.9, so it still passes the automated tests which are using 3.6. But for those of us on bleeding-edge distros it now fails). https://bugs.python.org/issue29209
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Json loader fails if user-specified features don't match the json data fields order
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If you do ```python dataset = load_dataset("json", data_files=data_files, features=features) ``` Then depending on the order of the features in the json data field it fails: ```python [...] ~/Desktop/hf/datasets/src/datasets/packaged_modules/json/json.py in _generate_tables(self, files) 94 if s...
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Missing ClassLabel encoding in Json loader
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Currently if you want to load a json dataset this way ```python dataset = load_dataset("json", data_files=data_files, features=features) ``` Then if your features has ClassLabel types and if your json data needs class label encoding (i.e. if the labels in the json files are strings and not integers), then it would ...
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README updated for SNLI, MNLI
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[ "Regarding the license issue, I think we should allow it since it starts with `other-`. Cc @gchhablani what do you think ?", "@lhoestq I agree, I'll look into it." ]
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Closes #2275. Mentioned about -1 labels in MNLI, SNLI and how they should be removed before training. @lhoestq `check_code_quality` test might fail for MNLI as the license name `other-Open Portion of the American National Corpus` is not a registered tag for 'licenses'
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Trying to use metric.compute but get OSError
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[ "also, I test the function on some little data , get the same message:\r\n\r\n```\r\nPython 3.8.5 (default, Jan 27 2021, 15:41:15)\r\n[GCC 9.3.0] on linux\r\nType \"help\", \"copyright\", \"credits\" or \"license\" for more information.\r\n>>> from datasets import load_metric\r\n>>> metric = load_metric('accuracy'...
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I want to use metric.compute from load_metric('accuracy') to get training accuracy, but receive OSError. I am wondering what is the mechanism behind the metric calculation, why would it report an OSError? ```python 195 for epoch in range(num_train_epochs): 196 model.train() 197 for step, batch...
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Fix web_nlg metadata
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[ "Hi ! `release_v2.1` and the others are dataset configuration names.\r\n\r\nThe configuration names are used to show the right code snippet in the UI to load the dataset.\r\nFor example if the parsing of the web_nlg tags worked correctly we would have:\r\n![image](https://user-images.githubusercontent.com/42851186/...
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Our metadata storage system does not support `.` inside keys. cc @Pierrci
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Preserve dtype for numpy/torch/tf/jax arrays
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[ "Hi @lhoestq, \r\nIt turns out that pyarrow `ListArray` are not recognized as list-like when we get output from `numpy_to_pyarrow_listarray`. This might cause tests to fail. If possible can we convert that `ListArray` output to list inorder for tests to pass? Under the hood it'll maintain the dtype as that of numpy...
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Fixes #625. This lets the user preserve the dtype of numpy array to pyarrow array which was getting lost due to conversion of numpy array -> list -> pyarrow array.
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Automatically detect datasets with compatible task schemas
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See description of #2255 for details.
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Allow model labels to be passed during task preparation
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Models have a config with label2id. And we have the same for datasets with the ClassLabel feature type. At one point either the model or the dataset must sync with the other. It would be great to do that on the dataset side. For example for sentiment classification on amazon reviews with you could have these labels:...
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Roman Urdu Stopwords List
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[ "Hi ! Thanks for sharing :)\r\nI think the best place to share this is probably the `Languages at Hugging Face` section of the forum:\r\nhttps://discuss.huggingface.co/c/languages-at-hugging-face/15\r\n\r\nSince this is not a dataset, I'm closing this PR if you don't mind", "Thank you I will look into the link th...
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A list of most frequently used Roman Urdu words with different spellings and usages. This is a very basic effort to collect some basic stopwords for Roman Urdu to help efforts of analyzing text data in roman Urdu which makes up a huge part of daily internet interaction of Roman-Urdu users.
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Adding Microsoft CodeXGlue Datasets
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[ "Oh one other thing. Mentioned in the PR was that I would need to regenerate the dataset_infos.json once the camel casing was done. However, I am unsure why this is the case since there is no reference to any object names in the dataset_infos.json file.\r\n\r\nIf it needs to be reran, I can try it do it on my own m...
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Hi there, this is a new pull request to get the CodeXGlue datasets into the awesome HF datasets lib. Most of the work has been done in this PR #997 by the awesome @madlag. However, that PR has been stale for a while now and so I spoke with @lhoestq about finishing up the final mile and so he told me to open a new PR wi...
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How to Add New Metrics Guide
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[ "Hi ! sorry for the late response \r\n\r\nIt would be fantastic to have a guide for adding metrics as well ! Currently we only have this template here:\r\nhttps://github.com/huggingface/datasets/blob/master/templates/new_metric_script.py\r\n\r\nWe can also include test utilities for metrics in the guide.\r\n\r\nWe ...
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**Is your feature request related to a problem? Please describe.** Currently there is an absolutely fantastic guide for how to contribute a new dataset to the library. However, there isn't one for adding new metrics. **Describe the solution you'd like** I'd like for a guide in a similar style to the dataset guide ...
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normalized TOCs and titles in data cards
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[ "Oh right! I'd be in favor of still having the same TOC across the board, we can either leave it as is or add a `[More Info Needed]` `Contributions` Section wherever it's currently missing, wdyt?", "(I thought those were programmatically updated based on git history :D )", "Merging for now to avoid conflict sin...
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I started fixing some of the READMEs that were failing the tests introduced by @gchhablani but then realized that there were some consistent differences between earlier and newer versions of some of the titles (e.g. Data Splits vs Data Splits Sample Size, Supported Tasks vs Supported Tasks and Leaderboards). We also ha...
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Document DatasetInfo attributes
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**Is your feature request related to a problem? Please describe.** As noted in PR #2255, the attributes of `DatasetInfo` are not documented in the [docs](https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=datasetinfo#datasetinfo). It would be nice to do so :)
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Update README vallidation rules
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This PR allows unexpected subsections under third-level headings. All except `Contributions`. @lhoestq
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Set to_json default to JSON lines
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[ "This is perfect, @albertvillanova - thank you! Tested it to work.\r\n\r\nMight it be a good idea to document the args to `to_json`?\r\n\r\nand also even a very basic progress bar? took 10min for 8M large records for `openwebtext` so perhaps some indication of it's being alive every min or so?", "@lhoestq I added...
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With this PR, the method `Dataset.to_json`: - is added to the docs - defaults to JSON lines
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simpllify faiss index save
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Fixes #2350 In some cases, Faiss GPU index objects do not have neither "device" nor "getDevice". Possibly this happens when some part of the index is computed on CPU. In particular, this would happen with the index `OPQ16_128,IVF512,PQ32` (issue #2350). I did check it, but it is likely that `OPQ` or `PQ` transfor...
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`FaissIndex.save` throws error on GPU
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[ "Just in case, this is a workaround that I use in my code and it seems to do the job.\r\n\r\n```python\r\nif use_gpu_index:\r\n data[\"train\"]._indexes[\"text_emb\"].faiss_index = faiss.index_gpu_to_cpu(data[\"train\"]._indexes[\"text_emb\"].faiss_index)\r\n```" ]
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## Describe the bug After training an index with a factory string `OPQ16_128,IVF512,PQ32` on GPU, `.save_faiss_index` throws this error. ``` File "index_wikipedia.py", line 119, in <module> data["train"].save_faiss_index("text_emb", index_save_path) File "/home/vlialin/miniconda3/envs/cat/lib/python3.8...
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Update task_ids for Ascent KB
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This "other-other-knowledge-base" task is better suited for the dataset.
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Add tests for dataset cards
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[ "@lhoestq\r\n\r\nShould I remove the scripts? or atleast remove running them from the CircleCI config?\r\n\r\nAlso, I hope it is okay that the combined method (metadata+content) is only a slow test, and for the Circle CI, I assume only non-slow tests are run? If yes, this would mean separate tests for content and m...
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Adding tests for dataset cards This PR will potentially remove the scripts being used for dataset tags and readme validation. Additionally, this will allow testing dataset readmes by providing the name as follows: ```bash pytest tests/test_dataset_cards.py::test_dataset_tags[fashion_mnist] ``` and ```bas...
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Add an API to access the language and pretty name of a dataset
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[ "Hi ! With @bhavitvyamalik we discussed about having something like\r\n```python\r\nfrom datasets import load_dataset_card\r\n\r\ndataset_card = load_dataset_card(\"squad\")\r\nprint(dataset_card.metadata.pretty_name)\r\n# Stanford Question Answering Dataset (SQuAD)\r\nprint(dataset_card.metadata.languages)\r\n# [\...
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It would be super nice to have an API to get some metadata of the dataset from the name and args passed to `load_dataset`. This way we could programmatically infer the language and the name of a dataset when creating model cards automatically in the Transformers examples scripts.
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Add Qasper Dataset
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[ "I saw that the README [template](https://github.com/huggingface/datasets/blob/master/templates/README.md) changed while I was working on this 😅 Some TOC titles may be different but I filled it to the best of my knowledge & readme quality check passes now.\r\nready for review @lhoestq " ]
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[Question Answering on Scientific Research Papers](https://allenai.org/project/qasper/home) Doing NLP on NLP papers to do NLP ♻️ I had to add it~ - [x] Add README (just gotta fill out some more ) - [x] Dataloader code - [x] Make dummy dataset - [x] generate dataset infos - [x] Tests
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[Question] How to move and reuse preprocessed dataset?
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[ "@lhoestq @LysandreJik", "<s>Hi :) Can you share with us the code you used ?</s>\r\n\r\nEDIT: from https://github.com/huggingface/transformers/issues/11665#issuecomment-838348291 I understand you're using the run_clm.py script. Can you share your logs ?\r\n", "Also note that for the caching to work, you must re...
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Hi, I am training a gpt-2 from scratch using run_clm.py. I want to move and reuse the preprocessed dataset (It take 2 hour to preprocess), I tried to : copy path_to_cache_dir/datasets to new_cache_dir/datasets set export HF_DATASETS_CACHE="new_cache_dir/" but the program still re-preprocess the whole dataset...
https://api.github.com/repos/huggingface/datasets/issues/2345/timeline
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Is there a way to join multiple datasets in one?
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[ "Hi ! We don't have `join`/`merge` on a certain column as in pandas.\r\nMaybe you can just use the [concatenate_datasets](https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=concatenate#datasets.concatenate_datasets) function.\r\n" ]
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**Is your feature request related to a problem? Please describe.** I need to join 2 datasets, one that is in the hub and another I've created from my files. Is there an easy way to join these 2? **Describe the solution you'd like** Id like to join them with a merge or join method, just like pandas dataframes. **Add...
https://api.github.com/repos/huggingface/datasets/issues/2344/timeline
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