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Crash when `num_proc` > dataset length for `map()` on a `datasets.Dataset`.
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[ { "author_association": "MEMBER", "body": "Hi ! It looks like the issue comes from pyarrow. What version of pyarrow are you using ? How did you install it ?", "created_at": "2021-06-10T13:07:01Z", "html_url": "https://github.com/huggingface/datasets/issues/2470#issuecomment-858605887", "id": 858...
2021-06-09T22:40:22Z
2021-07-01T09:34:54Z
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## Describe the bug Crash if when using `num_proc` > 1 (I used 16) for `map()` on a `datasets.Dataset`. I believe I've had cases where `num_proc` > 1 works before, but now it seems either inconsistent, or depends on my data. I'm not sure whether the issue is on my end, because it's difficult for me to debug! Any ti...
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Bump tqdm version
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adding masahaner dataset
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[ { "author_association": "CONTRIBUTOR", "body": "Thank you for the review. ", "created_at": "2021-06-10T09:06:23Z", "html_url": "https://github.com/huggingface/datasets/pull/2465#issuecomment-858450568", "id": 858450568, "issue_url": "https://api.github.com/repos/huggingface/datasets/issues/2...
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CONTRIBUTOR
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Adding Masakhane dataset https://github.com/masakhane-io/masakhane-ner @lhoestq , can you please review
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change udpos features structure
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[ { "author_association": "MEMBER", "body": "Let's add the tags in another PR. Thanks again !", "created_at": "2021-06-16T10:41:20Z", "html_url": "https://github.com/huggingface/datasets/pull/2466#issuecomment-862254562", "id": 862254562, "issue_url": "https://api.github.com/repos/huggingface/...
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CONTRIBUTOR
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The structure is change such that each example is a sentence The change is done for issues: #2061 #2444 Close #2061 , close #2444.
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fix: adjusting indexing for the labels.
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[ { "author_association": "CONTRIBUTOR", "body": "> Good catch ! Thanks for fixing it\r\n\r\nMy pleasureπŸ™", "created_at": "2021-06-09T10:15:46Z", "html_url": "https://github.com/huggingface/datasets/pull/2464#issuecomment-857571856", "id": 857571856, "issue_url": "https://api.github.com/repos...
2021-06-08T20:47:25Z
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CONTRIBUTOR
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The labels index were mismatching the actual ones used in the dataset. Specifically `0` is used for `SUPPORTS` and `1` is used for `REFUTES` After this change, the `README.md` now reflects the content of `dataset_infos.json`. Signed-off-by: Matteo Manica <drugilsberg@gmail.com>
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2021-06-08T20:23:16Z
2021-06-10T12:49:56Z
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Fixes #2459 Instead of updating the path, this PR fixes a commit hash as suggested by @lhoestq.
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Merge DatasetDict and Dataset
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As discussed in #2424 and #2437 (please see there for detailed conversation): - It would be desirable to improve UX with respect the confusion between DatasetDict and Dataset. - The difference between Dataset and DatasetDict is an additional abstraction complexity that confuses "typical" end users. - A user expects...
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There is this issue in pyarrow: ```python import pyarrow as pa arr = pa.array([[i * 10] for i in range(4)]) arr.cast(pa.list_(pa.int32())) # works arr = arr.slice(1) arr.cast(pa.list_(pa.int32())) # fails # ArrowNotImplementedError("Casting sliced lists (non-zero offset) not yet implemented") ``` Howev...
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Close #2458
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`Proto_qa` hosting seems to be broken
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CONTRIBUTOR
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## Describe the bug The hosting (on Github) of the `proto_qa` dataset seems broken. I haven't investigated more yet, just flagging it for now. @zaidalyafeai if you want to dive into it, I think it's just a matter of changing the links in `proto_qa.py` ## Steps to reproduce the bug ```python from datasets impo...
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Close #2365.
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Users are reporting issues and confusion about setting default in-memory to True for small datasets. We see 2 clear use cases of Datasets: - the "canonical" way, where you can work with very large datasets, as they are memory-mapped and cached (after every transformation) - some edge cases (speed benchmarks, inter...
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Fix some minor typos in docs that avoid the creation of cross-reference links.
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This PR adds a helper function to align the `label2id` mapping between a `datasets.Dataset` and a classifier (e.g. a transformer with a `PretrainedConfig.label2id` dict), with the alignment performed on the dataset itself. This will help us with the Hub evaluation, where we won't know in advance whether a model that...
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[ { "author_association": "MEMBER", "body": "Hi ! Thanks for updating the version\r\n\r\n> Should I revert to the old dummy/1.0.0 or delete it and keep only dummy/1.1.0?\r\n\r\nFeel free to delete the old dummy data files\r\n", "created_at": "2021-06-14T13:14:59Z", "html_url": "https://github.com/hugg...
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Fix #2449 @lhoestq Should I revert to the old `dummy/1.0.0` or delete it and keep only `dummy/1.1.0`?
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As discussed in #2409, both config and environment variable have been renamed. cc: @stas00, huggingface/transformers#12056
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Keep original features order
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MEMBER
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When loading a Dataset from a JSON file whose column names are not sorted alphabetically, we should get the same column name order, whether we pass features (in the same order as in the file) or not. I found this issue while working on #2366.
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MRPC test set differences between torch and tensorflow datasets
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2021-06-07T14:34:32Z
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## Describe the bug When using `load_dataset("glue", "mrpc")` to load the MRPC dataset, the test set includes the labels. When using `tensorflow_datasets.load('glue/{}'.format('mrpc'))` to load the dataset the test set does not contain the labels. There should be consistency between torch and tensorflow ways of import...
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Mention that there are no answers in adversarial_qa test set
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2021-06-07T08:13:57Z
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As mention in issue https://github.com/huggingface/datasets/issues/2447, there are no answers in the test set
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BLUE file not found
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[ { "author_association": "MEMBER", "body": "Hi ! The `blue` metric doesn't exist, but the `bleu` metric does.\r\nYou can get the full list of metrics [here](https://github.com/huggingface/datasets/tree/master/metrics) or by running\r\n```python\r\nfrom datasets import list_metrics\r\n\r\nprint(list_metrics()...
2021-06-06T17:01:54Z
2021-06-07T10:46:15Z
2021-06-07T10:46:15Z
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Hi, I'm having the following issue when I try to load the `blue` metric. ```shell import datasets metric = datasets.load_metric('blue') Traceback (most recent call last): File "/home/irfan/environments/Perplexity_Transformers/lib/python3.6/site-packages/datasets/load.py", line 320, in prepare_module local...
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Update `xor_tydi_qa` url to v1.1
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[ { "author_association": "CONTRIBUTOR", "body": "Just noticed while \r\n```load_dataset('local_path/datastes/xor_tydi_qa')``` works,\r\n```load_dataset('xor_tydi_qa')``` \r\noutputs an error: \r\n`\r\nFileNotFoundError: Couldn't find file at https://nlp.cs.washington.edu/xorqa/XORQA_site/data/xor_dev_retriev...
2021-06-06T09:44:58Z
2021-06-07T15:16:21Z
2021-06-07T08:31:04Z
CONTRIBUTOR
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The dataset is updated and the old url no longer works. So I updated it. I faced a bug while trying to fix this. Documenting the solution here. Maybe we can add it to the doc (`CONTRIBUTING.md` and `ADD_NEW_DATASET.md`). > And to make the command work without the ExpectedMoreDownloadedFiles error, you just need to ...
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Fix flores download link
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dataset adversarial_qa has no answers in the "test" set
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[ { "author_association": "MEMBER", "body": "Hi ! I'm pretty sure that the answers are not made available for the test set on purpose because it is part of the DynaBench benchmark, for which you can submit your predictions on the website.\r\nIn any case we should mention this in the dataset card of this datas...
2021-06-05T14:57:38Z
2021-06-07T11:13:07Z
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## Describe the bug When loading the adversarial_qa dataset the 'test' portion has no answers. Only the 'train' and 'validation' portions do. This occurs with all four of the configs ('adversarialQA', 'dbidaf', 'dbert', 'droberta') ## Steps to reproduce the bug ``` from datasets import load_dataset examples ...
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`yelp_polarity` is broken
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[ { "author_association": "CONTRIBUTOR", "body": "```\r\nFile \"/home/sasha/.local/share/virtualenvs/lib-ogGKnCK_/lib/python3.7/site-packages/streamlit/script_runner.py\", line 332, in _run_script\r\n exec(code, module.__dict__)\r\nFile \"/home/sasha/nlp-viewer/run.py\", line 233, in <module>\r\n config...
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Sentence Boundaries missing in Dataset: xtreme / udpos
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[ { "author_association": "COLLABORATOR", "body": "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.", "created_at": "2021-06-05T18:03:0...
2021-06-04T09:10:26Z
2021-06-18T11:53:43Z
2021-06-18T11:53:43Z
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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Some tests hang on Windows
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[ { "author_association": "MEMBER", "body": "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", "created_at": "2021-06-03T10:15:24Z", "ht...
2021-06-03T00:27:30Z
2021-06-28T08:47:39Z
2021-06-28T08:47:39Z
COLLABORATOR
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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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add english language tags for ~100 datasets
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[ { "author_association": "MEMBER", "body": "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", "created_at": "2021-06-04T08:51:47Z", "html_url": "https://github.com/huggingface/datasets/pull/2442#issuecomment-854493874...
2021-06-02T16:24:56Z
2021-06-04T09:51:40Z
2021-06-04T09:51:39Z
CONTRIBUTOR
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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...
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DuplicatedKeysError on personal dataset
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[ { "author_association": "MEMBER", "body": "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 dupli...
2021-06-01T17:59:41Z
2021-06-04T23:50:03Z
2021-06-04T23:50:03Z
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 ...
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Remove `extended` field from dataset tagger
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[ { "author_association": "MEMBER", "body": "The tagger also doesn't insert the value for the `size_categories` field automatically, so this should be fixed too", "created_at": "2021-06-01T17:19:27Z", "html_url": "https://github.com/huggingface/datasets/issues/2440#issuecomment-852300715", "id": 8...
2021-06-01T17:18:42Z
2021-06-09T09:06:31Z
2021-06-09T09:06:30Z
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...
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2021-06-01T17:04:32Z
2021-06-15T16:03:23Z
2021-06-07T08:54:35Z
MEMBER
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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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Fix NQ features loading: reorder fields of features to match nested fields order in arrow data
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2021-06-01T16:09:30Z
2021-06-04T09:02:31Z
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MEMBER
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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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[ { "author_association": "MEMBER", "body": "Thanks ! To fix the CI you just have to rename the dummy data file in the dummy_data.zip files", "created_at": "2021-06-04T15:15:40Z", "html_url": "https://github.com/huggingface/datasets/pull/2445#issuecomment-854805796", "id": 854805796, "issue_ur...
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Closes #2388
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2021-06-01T09:32:37Z
2021-06-14T13:23:27Z
2021-06-14T13:23:26Z
CONTRIBUTOR
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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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[ { "author_association": "MEMBER", "body": "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...
2021-06-01T09:43:22Z
2021-06-08T18:03:50Z
2021-06-08T18:03:50Z
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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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[ { "author_association": "MEMBER", "body": "hi @lhoestq @SBrandeis i've now added the missing YAML tags, so this PR should be good to go :)", "created_at": "2021-06-01T17:10:55Z", "html_url": "https://github.com/huggingface/datasets/pull/2435#issuecomment-852295414", "id": 852295414, "issue_u...
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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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[ { "author_association": "MEMBER", "body": "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", "created_at": "2021-06-17T08:21:29Z", "html_url": "https://github.com/huggingface/datasets/issues/2434#issuecomment-86303683...
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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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Fixes #2431
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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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[ { "author_association": "MEMBER", "body": "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`", "created_at...
2021-05-31T12:11:19Z
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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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[ { "author_association": "MEMBER", "body": "Maybe we should only keep one citation ?\r\ncc @thomwolf @yjernite ", "created_at": "2021-05-31T14:43:26Z", "html_url": "https://github.com/huggingface/datasets/pull/2430#issuecomment-851536222", "id": 851536222, "issue_url": "https://api.github.com...
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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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Fix Docstring Mistake: dataset vs. metric
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[ { "author_association": "CONTRIBUTOR", "body": "IMO this PR is ready for review. I do not know why tests fail...", "created_at": "2021-05-29T07:22:24Z", "html_url": "https://github.com/huggingface/datasets/pull/2425#issuecomment-850786484", "id": 850786484, "issue_url": "https://api.github.c...
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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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[ { "author_association": "COLLABORATOR", "body": "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.", "created_at": "2021-05-29T00:37:27Z", "html_url": "ht...
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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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Saving Graph/Structured Data in Datasets
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[ { "author_association": "MEMBER", "body": "It should probably work out of the box to save structured data. If you want to show an example we can help you.", "created_at": "2021-05-29T14:23:40Z", "html_url": "https://github.com/huggingface/datasets/issues/2426#issuecomment-850841785", "id": 85084...
2021-05-29T13:35:21Z
2021-06-02T01:21:03Z
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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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CONTRIBUTOR
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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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2021-05-28T15:03:28Z
2021-05-28T15:26:57Z
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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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[ { "author_association": "MEMBER", "body": "> 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...
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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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2021-05-28T07:10:51Z
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Added Point of contact information and several other details about the dataset.
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2021-06-04T09:52:45Z
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MAX_MEMORY_DATASET_SIZE_IN_BYTES should be HF_MAX_MEMORY_DATASET_SIZE_IN_BYTES
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[ { "author_association": "MEMBER", "body": "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```", "created_at": "2021-05-28T07:17:25Z", "html_url": "https://github.com/huggingface/datasets/pul...
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Add KLUE dataset
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[ { "author_association": "CONTRIBUTOR", "body": "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```", "created_...
2021-05-27T15:49:51Z
2021-06-09T15:00:02Z
2021-06-04T17:45:15Z
CONTRIBUTOR
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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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[ { "author_association": "CONTRIBUTOR", "body": "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 dat...
2021-05-27T15:40:06Z
2021-06-02T13:15:47Z
2021-06-02T13:15:47Z
CONTRIBUTOR
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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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Make datasets PEP-561 compliant
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[ { "author_association": "MEMBER", "body": "This is super cool, I love that ❀️ ", "created_at": "2021-05-28T13:10:10Z", "html_url": "https://github.com/huggingface/datasets/pull/2417#issuecomment-850407988", "id": 850407988, "issue_url": "https://api.github.com/repos/huggingface/datasets/issu...
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2021-05-28T13:10:10Z
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CONTRIBUTOR
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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 utf-8 while reading README
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[ { "author_association": "COLLABORATOR", "body": "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", "c...
2021-05-27T18:12:28Z
2021-06-04T09:55:01Z
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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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Update README.md
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[ { "author_association": "MEMBER", "body": "Merging since the CI error is unrelated to this PR and has been fixed on master", "created_at": "2021-06-28T13:04:53Z", "html_url": "https://github.com/huggingface/datasets/pull/2414#issuecomment-869666597", "id": 869666597, "issue_url": "https://ap...
2021-05-27T14:53:19Z
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CONTRIBUTOR
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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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[ { "author_association": "MEMBER", "body": "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 ...
2021-05-27T13:44:28Z
2021-06-01T01:05:47Z
2021-06-01T01:05:47Z
CONTRIBUTOR
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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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[ { "author_association": "CONTRIBUTOR", "body": "> I can provide a PR l8er...\r\n\r\nSee #2425 ", "created_at": "2021-05-29T06:10:40Z", "html_url": "https://github.com/huggingface/datasets/issues/2412#issuecomment-850778149", "id": 850778149, "issue_url": "https://api.github.com/repos/hugging...
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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 HF_ prefix to env var MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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[ { "author_association": "MEMBER", "body": "I thought the renaming was suggested only for the env var, and not for the config variable... As you think is better! ;)", "created_at": "2021-05-27T09:30:37Z", "html_url": "https://github.com/huggingface/datasets/pull/2409#issuecomment-849485670", "id"...
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MEMBER
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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 #2391 add original answers in kilt-TriviaQA
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[ { "author_association": "MEMBER", "body": "LGTM, but I'm not sure what's going on with the Unix tests @lhoestq ", "created_at": "2021-06-14T17:24:19Z", "html_url": "https://github.com/huggingface/datasets/pull/2410#issuecomment-860857936", "id": 860857936, "issue_url": "https://api.github.co...
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CONTRIBUTOR
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cc @yjernite is it ok like this?
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2021-05-27T12:36:47Z
2021-05-27T13:42:54Z
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Once published the latest release, the DOI badge has been automatically generated by Zenodo.
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2021-05-27T08:50:19Z
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There were duplicate in the keys, as mentioned in #2382
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The dataset tags were provided by Peter Clark following the guide.
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2021-05-26T16:28:26Z
2022-10-05T17:07:00Z
2022-10-05T17:07:00Z
MEMBER
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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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.map() function got an unexpected keyword argument 'cache_file_name'
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[ { "author_association": "CONTRIBUTOR", "body": "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...
2021-05-27T01:54:26Z
2021-05-27T13:46:40Z
2021-05-27T13:46:40Z
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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Paperswithcode dataset mapping
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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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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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Free datasets with cache file in temp dir on exit
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2021-05-24T22:15:11Z
2021-05-26T17:25:19Z
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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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load_dataset('natural_questions') fails with "ValueError: External features info don't match the dataset"
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[ { "author_association": "NONE", "body": "I faced the similar problem. Downgrading datasets to 1.5.0 fixed it.", "created_at": "2021-05-30T09:48:33Z", "html_url": "https://github.com/huggingface/datasets/issues/2401#issuecomment-850971970", "id": 850971970, "issue_url": "https://api.github.co...
2021-05-24T18:38:53Z
2021-06-09T09:07:25Z
2021-06-09T09:07:25Z
NONE
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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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2021-06-09T09:07:25Z
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Concatenate several datasets with removed columns is not working.
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[ { "author_association": "COLLABORATOR", "body": "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)...
2021-05-24T17:40:15Z
2021-05-25T05:52:01Z
2021-05-25T05:51:59Z
CONTRIBUTOR
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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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[ { "author_association": "CONTRIBUTOR", "body": "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...
2021-05-24T17:19:15Z
2021-05-27T09:07:15Z
2021-05-26T16:07:54Z
MEMBER
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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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[ { "author_association": "COLLABORATOR", "body": "These ranges seem to be valid English. Closing.", "created_at": "2022-10-05T17:13:49Z", "html_url": "https://github.com/huggingface/datasets/issues/2398#issuecomment-1268708857", "id": 1268708857, "issue_url": "https://api.github.com/repos/hug...
2021-05-24T10:03:34Z
2022-10-05T17:13:49Z
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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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strange datasets from OSCAR corpus
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[ { "author_association": "MEMBER", "body": "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 ", "created_at": "2021-05-31T18:55:33Z", "html_url"...
2021-05-23T13:06:02Z
2021-06-17T13:54:37Z
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CONTRIBUTOR
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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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Fix number of classes in indic_glue sna.bn dataset
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[ { "author_association": "MEMBER", "body": "@lhoestq there are many things missing in the README.md file, but this correction is right despite not passing the validation tests...", "created_at": "2021-05-25T15:02:01Z", "html_url": "https://github.com/huggingface/datasets/pull/2397#issuecomment-847944...
2021-05-24T08:18:55Z
2021-05-25T16:32:16Z
2021-05-25T16:32:16Z
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As read in the [paper](https://www.aclweb.org/anthology/2020.findings-emnlp.445.pdf), Table 11.
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Update text classification template labels in DatasetInfo __post_init__
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[ { "author_association": "COLLABORATOR", "body": "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...
2021-05-21T15:29:41Z
2021-05-28T11:37:35Z
2021-05-28T11:37:32Z
MEMBER
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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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`pretty_name` for dataset in YAML tags
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[ { "author_association": "CONTRIBUTOR", "body": "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...
2021-05-22T09:24:45Z
2022-09-23T13:29:14Z
2022-09-23T13:29:13Z
CONTRIBUTOR
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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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Missing original answers in kilt-TriviaQA
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[ { "author_association": "MEMBER", "body": "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 :) ", "created_at": "2021-05-21T15:32:37Z", "html_url": "https://github.com/huggingface/datasets/issues/239...
2021-05-21T14:57:07Z
2021-06-14T17:29:11Z
2021-06-14T17:29:11Z
CONTRIBUTOR
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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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24 days, 2:32:04
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Add check for task templates on dataset load
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[ { "author_association": "MEMBER", "body": "LGTM now, thank you =)", "created_at": "2021-05-21T13:38:46Z", "html_url": "https://github.com/huggingface/datasets/pull/2390#issuecomment-845956972", "id": 845956972, "issue_url": "https://api.github.com/repos/huggingface/datasets/issues/2390", ...
2021-05-21T10:16:57Z
2021-05-21T15:49:09Z
2021-05-21T15:49:06Z
MEMBER
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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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datasets 1.6 ignores cache
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[ { "author_association": "CONTRIBUTOR", "body": "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 lo...
2021-05-21T00:12:58Z
2021-05-26T16:07:54Z
2021-05-26T16:07:54Z
CONTRIBUTOR
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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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Incorrect URLs for some datasets
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2021-06-04T17:39:45Z
2021-06-04T17:39:45Z
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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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Insert task templates for text classification
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[ { "author_association": "MEMBER", "body": "Update: found a few datasets that slipped through the net. Adding them shortly!", "created_at": "2021-05-21T08:52:18Z", "html_url": "https://github.com/huggingface/datasets/pull/2389#issuecomment-845794984", "id": 845794984, "issue_url": "https://ap...
2021-05-21T08:36:26Z
2021-05-28T15:28:58Z
2021-05-28T15:26:28Z
MEMBER
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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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update citations
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2021-05-20T17:54:08Z
2021-05-21T12:38:18Z
2021-05-21T12:38:18Z
CONTRIBUTOR
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To update citations for [Offenseval_dravidiain](https://huggingface.co/datasets/offenseval_dravidian)
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Accessing Arrow dataset cache_files
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[ { "author_association": "NONE", "body": "Thanks @bhavitvyamalik for referencing the workaround. Setting `keep_in_memory=False` is working.", "created_at": "2021-05-21T19:18:03Z", "html_url": "https://github.com/huggingface/datasets/issues/2386#issuecomment-846190401", "id": 846190401, "issue...
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2021-05-21T19:18:03Z
2021-05-21T19:18:03Z
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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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DuplicatedKeysError: FAILURE TO GENERATE DATASET ! load_dataset('head_qa', 'en')
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2021-05-30T13:26:16Z
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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 args description to DatasetInfo
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[ { "author_association": "MEMBER", "body": "Thanks for the suggestions! I've included them and made a few minor tweaks along the way", "created_at": "2021-05-21T13:39:00Z", "html_url": "https://github.com/huggingface/datasets/pull/2384#issuecomment-845957120", "id": 845957120, "issue_url": "h...
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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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Improve example in rounding docs
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2021-05-19T18:59:23Z
2021-05-21T12:53:22Z
2021-05-21T12:36:29Z
COLLABORATOR
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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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add dataset card title
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2021-05-19T15:30:03Z
2021-05-20T18:51:40Z
2021-05-20T18:51:40Z
CONTRIBUTOR
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few of them were missed by me earlier which I've added now
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2021-05-19T10:45:32Z
2021-05-19T10:45:31Z
MEMBER
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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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MEMBER
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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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maintain YAML structure reading from README
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2021-05-19T12:12:07Z
2021-05-19T13:08:38Z
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CONTRIBUTOR
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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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ArrowDataset.save_to_disk produces files that cannot be read using pyarrow.feather
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[ { "author_association": "MEMBER", "body": "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 ", "created_at": "2021-06-04T10:39:11Z", "html_url": "https://github.com/huggingface/datasets/issues/2377#issuecomment-85...
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2024-01-18T08:06:15Z
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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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Dataset Streaming
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2021-05-18T18:20:00Z
2021-06-23T16:35:02Z
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MEMBER
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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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2021-05-18T16:44:29Z
2021-05-27T15:44:04Z
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CONTRIBUTOR
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Fixes #2330. Please let me know if anything is also required in this
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[ { "author_association": "MEMBER", "body": "Looks good thanks, what do you think @lewtun ?", "created_at": "2021-05-19T13:28:54Z", "html_url": "https://github.com/huggingface/datasets/pull/2376#issuecomment-844107182", "id": 844107182, "issue_url": "https://api.github.com/repos/huggingface/da...
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2021-06-02T20:39:57Z
2021-05-25T15:30:54Z
COLLABORATOR
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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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2021-05-25T15:30:54Z
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Loading dataset from local path
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[ { "author_association": "NONE", "body": "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```", "created...
2021-05-18T15:20:50Z
2021-05-18T15:36:36Z
2021-05-18T15:36:35Z
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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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[ { "author_association": "CONTRIBUTOR", "body": "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.", "created_at": "2021-...
2021-05-18T15:16:50Z
2021-05-26T10:31:45Z
2021-05-26T10:31:45Z
CONTRIBUTOR
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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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2023-07-25T16:52:05Z
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MEMBER
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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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Allow "other-X" in licenses
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2021-05-17T14:47:54Z
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This PR allows "other-X" licenses during metadata validation. @lhoestq
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correct labels of conll2003
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2021-05-17T17:37:54Z
2021-05-18T08:27:42Z
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CONTRIBUTOR
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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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Adding HendrycksTest dataset
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[ { "author_association": "CONTRIBUTOR", "body": "@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).", "created_at": "2021-05-31T09:57:31Z", "html_url": "http...
2021-05-17T18:53:05Z
2023-05-11T05:42:57Z
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CONTRIBUTOR
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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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