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https://api.github.com/repos/huggingface/datasets/issues/3905
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Perplexity Metric Card
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2022-03-14T12:39:40Z
2022-03-16T19:38:56Z
2022-03-16T19:38:56Z
CONTRIBUTOR
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Add Perplexity metric card Note that it is currently still missing the citation, but I plan to add it later today.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3905). All of your documentation changes will be reflected on that endpoint.", "I'm wondering if we should add that perplexity can be used for analyzing datasets as well", "Otherwise, looks good! Good job, @emibaylor !" ]
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CONLL2003 Dataset not available
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2022-03-13T23:46:15Z
2023-06-28T18:08:16Z
2022-03-17T08:21:32Z
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## Describe the bug [CONLL2003](https://huggingface.co/datasets/conll2003) Dataset can no longer reach 'https://data.deepai.org/conll2003.zip' ![image](https://user-images.githubusercontent.com/4755430/158084483-ff83631c-5154-4823-892d-577bf1166db0.png) ## Steps to reproduce the bug ```python from datasets impo...
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[ "Thanks for reporting, @omarespejel.\r\n\r\nI'm sorry but I can't reproduce the issue: the loading of the dataset works perfecto for me and I can reach the data URL: https://data.deepai.org/conll2003.zip\r\n\r\nMight it be due to a temporary problem in the data owner site (https://data.deepai.org/) that is fixed no...
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Add Biwi Kinect Head Pose dataset.
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2022-03-13T08:59:21Z
2022-05-31T17:02:19Z
2022-05-31T12:15:58Z
CONTRIBUTOR
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This PR adds the Biwi Kinect Head Pose dataset. Dataset Request : Add Biwi Kinect Head Pose Database [#3822](https://github.com/huggingface/datasets/issues/3822) The Biwi Kinect Head Pose Database is acquired with the Microsoft Kinect sensor, a structured IR light device.It contains 15K images of 20 people with 6...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for the detailed explanation of the structure!\r\n\r\n1. IMO it makes the most sense to yield one example for each person (so the total of 24 examples), so the features dict should be similar to this:\r\n \r\n ```python\r\n ...
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Can't import datasets: partially initialized module 'fsspec' has no attribute 'utils'
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2022-03-12T21:22:03Z
2023-02-09T14:53:49Z
2022-03-22T07:10:41Z
NONE
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## Describe the bug Unable to import datasets ## Steps to reproduce the bug ```python from datasets import Dataset, DatasetDict ``` ## Expected results The import works without errors ## Actual results ``` AttributeError Traceback (most recent call last) <ipython-input-37-c8c...
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[ "Update: `\"python3 -c \"from from datasets import Dataset, DatasetDict\"` works, but not if I import without the `python3 -c`", "Hi @arunasank, thanks for reporting.\r\n\r\nIt seems that this can be caused because you are using an old version of `fsspec`: the reason why it works if you run `python3` seems to be ...
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Dataset viewer issue for IndicParaphrase- the preview doesn't show
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2022-03-12T16:56:05Z
2022-04-12T12:10:50Z
2022-04-12T12:10:49Z
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## Dataset viewer issue for '*IndicParaphrase*' **Link:** *[IndicParaphrase](https://huggingface.co/datasets/ai4bharat/IndicParaphrase/viewer/hi/validation)* *The preview of the dataset doesn't come up. The error on the console is: Status code: 400 Exception: FileNotFoundError Message: [Errno 2] ...
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[ "It seems to have been fixed:\r\n\r\n<img width=\"1534\" alt=\"Capture d’écran 2022-04-12 à 14 10 07\" src=\"https://user-images.githubusercontent.com/1676121/162959599-6b7fef7c-8411-4e03-8f00-90040a658079.png\">\r\n" ]
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Add MetaShift dataset
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2022-03-12T08:44:18Z
2022-04-01T16:59:48Z
2022-04-01T15:16:30Z
CONTRIBUTOR
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This PR adds the MetaShift dataset. Dataset Request : Add MetaShift dataset [#3813](https://github.com/huggingface/datasets/issues/3813) @lhoestq As discussed, - I have copied the preprocessing script and modified it as required to not create new directories and folders and instead yield the images. - I do ...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lhoestq Please could you review this when you get time. Thank you.", "Thanks a lot for your inputs @mariosasko .\r\n> Maybe we can add the generated meta-graphs to the card as images (with attributions)?\r\n\r\nYes. We can do this...
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Add exact match metric
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Adding the exact match metric and its metric card. Note: Some of the tests have failed, but I wanted to make a PR anyway so that the rest of the code can be reviewed if anyone has time. I'll look into + work on fixing the failed tests when I'm back online after the weekend
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Create README.md for WER metric
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2022-03-11T19:29:09Z
2022-03-15T17:05:00Z
2022-03-15T17:04:59Z
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Proposing a draft WER metric card, @lhoestq I'm not very certain about "Values from popular papers" -- I don't know ASR very well, what do you think of the examples I found?
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3898). All of your documentation changes will be reflected on that endpoint.", "For ASR you can probably ping @patrickvonplaten ", "Ah only noticed now that ` # Values from popular papers` is from a template. @lhoestq @sashav...
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Align tqdm control/cache control with Transformers
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This PR: * aligns the `tqdm` logic with Transformers (follows https://github.com/huggingface/transformers/pull/15167) by moving the code to `utils/logging.py`, adding `enable_progres_bar`/`disable_progres_bar` and removing `set_progress_bar_enabled` (a note for @lhoestq: I'm not adding `logging.tqdm` to the public nam...
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Missing google file for `multi_news` dataset
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## Dataset viewer issue for '*multi_news*' **Link:** https://huggingface.co/datasets/multi_news ``` Server error Status code: 400 Exception: FileNotFoundError Message: https://drive.google.com/uc?export=download&id=1vRY2wM6rlOZrf9exGTm5pXj5ExlVwJ0C/multi-news-original/train.src ``` Am I the ...
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[ "reported by @abidlabs ", "related to https://github.com/huggingface/datasets/pull/3843?", "`datasets` 1.18.4 fixes the issue when you load the dataset with `load_dataset`.\r\n\r\nWhen loading in streaming mode, the fix is indeed on https://github.com/huggingface/datasets/pull/3843 which will be merged soon :)"...
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Fix code examples indentation
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2022-03-11T17:34:30Z
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Some code examples are currently not rendered correctly. I think this is because they are over-indented cc @mariosasko
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[docs] make dummy data creation optional
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Related to #3507 : dummy data for datasets created on the Hugging Face Hub are optional. We can discuss later to make them optional for datasets in this repository as well
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Since other libraries use `main` as their default branch and it's now the standard default, you have to specify a different name in the doc config if you're using `master` like datasets (`doc-builder` tries to guess it, but in the job, we have weird checkout of merge commits so it doesn't always manage to get it right)...
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Previous PR: - #3796 introduced a side effect: `datasets-cli test` generates `dataset_infos.json` with `None` checksum values. See: - #3805 This PR introduces a way for `datasets-cli test` to force to record infos, even if `verify_infos=False` Close #3848. CC: @craffel
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Following https://github.com/huggingface/datasets/runs/5499386744 it seems that race conditions that create issues when updating the doc. I took the same approach as in `transformers` to fix race conditions
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Update beans download urls
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Replace the old URLs with the Hub [URLs](https://huggingface.co/datasets/beans/tree/main/data). Also reported by @stevhliu. Fix #3889
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3890). All of your documentation changes will be reflected on that endpoint.", "@albertvillanova Thanks for investigating and fixing that issue. I regenerated the `dataset_infos.json` file." ]
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Cannot load beans dataset (Couldn't reach the dataset)
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## Describe the bug The beans dataset is unavailable to download. ## Steps to reproduce the bug ```python from datasets import load_dataset ds = load_dataset('beans') ``` ## Expected results The dataset would be downloaded with no issue. ## Actual results ``` ConnectionError: Couldn't reach https://s...
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IterableDataset columns and feature types
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Right now, an IterableDataset (e.g. when streaming a dataset) doesn't require to know the list of columns it contains, nor their types: `my_iterable_dataset.features` may be `None` However it's often interesting to know the column types and types. This helps knowing what's inside your dataset without having to manua...
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This PR adds the following improvements to the `imagefolder` dataset: * skip the extract step for image files (as discussed in https://github.com/huggingface/datasets/pull/2830#discussion_r816817919) * option to drop labels by setting `drop_labels=True` (useful for image pretraining cc @NielsRogge). This is faster th...
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Retry HfApi call inside push_to_hub when 504 error
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Ass suggested by @lhoestq in #3872, this PR: - Implements a retry function - Retries HfApi call inside `push_to_hub` when 504 error. To be agreed: - max_retries = 2 (at 0.5 and 1 seconds) Fix #3872.
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Following #3842 some docs were still outdated (with `buffer_size` as the first argument)
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Fix #3883.
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The metric Meteor doesn't work for nltk ==3.6.4
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## Describe the bug Using the metric Meteor with nltk == 3.6.4 gives a TypeError: TypeError: descriptor 'lower' for 'str' objects doesn't apply to a 'list' object ## Steps to reproduce the bug ```python import datasets metric = datasets.load_metric("meteor") predictions = ["hello world"] references = ["hello ...
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This PR is a first draft of how to process image data. It adds: - Load an image dataset with `image` and `path` (adds tip about `decode=False` param to access the path and bytes, thanks to @mariosasko). - Load an image using the `ImageFolder` builder. I know there is an [example](https://huggingface.co/docs/dataset...
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How to use Image folder
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Ran this code ``` load_dataset("imagefolder", data_dir="./my-dataset") ``` `https://raw.githubusercontent.com/huggingface/datasets/master/datasets/imagefolder/imagefolder.py` missing ``` --------------------------------------------------------------------------- FileNotFoundError Trace...
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[ "Even this from docs throw same error\r\n```\r\ndataset = load_dataset(\"imagefolder\", data_files=\"https://download.microsoft.com/download/3/E/1/3E1C3F21-ECDB-4869-8368-6DEBA77B919F/kagglecatsanddogs_3367a.zip\", split=\"train\")\r\n\r\n```", "Hi @INF800,\r\n\r\nPlease note that the `imagefolder` feature enhanc...
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This PR updates the syntax of the framework-specific code samples. With this new syntax, you'll be able to: - have paragraphs of text be framework-specific instead of just code samples - have support for Flax code samples if you want. This should be merged after https://github.com/huggingface/doc-builder/pull/63...
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SQuAD v2 metric: create README.md
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Proposing SQuAD v2 metric card
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It seems like 12 new examples have been added to the `cats_vs_dogs`. This PR updates the size in the card and the info file to avoid a verification error (reported by @stevhliu).
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Align metadata to DCAT/DCAT-AP
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**Is your feature request related to a problem? Please describe.** Align to DCAT metadata to describe datasets **Describe the solution you'd like** Reuse terms and structure from DCAT in the metadata file, ideally generate a json-ld file dcat compliant **Describe alternatives you've considered** **Addition...
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Fix download_mode in dataset_module_factory
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Fix `download_mode` value set in `dataset_module_factory`. Before the fix, it was set to `bool` (default to `False`). Also set properly its default value in all public functions.
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Module namespace cleanup for v2.0
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2022-03-11T15:42:06Z
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This is an attempt to make the user-facing `datasets`' submodule namespace cleaner: In particular, this PR does the following: * removes the unused `zip_nested` and `flatten_nest_dict` and their accompanying tests * removes `pyarrow` from the top-level namespace * properly uses `__all__` and the `from <module> i...
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[ "will it solve https://github.com/huggingface/datasets-preview-backend/blob/4c542a74244045929615640ccbba5a902c344c5a/pyproject.toml#L85-L89?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3875). All of your documentation changes will be reflected on that endpoint.", "@s...
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add MSE and MAE metrics - V2
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2022-03-09T14:30:16Z
2022-03-09T17:20:42Z
2022-03-09T17:18:20Z
CONTRIBUTOR
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Created a new pull request to resolve unrelated changes in PR caused due to rebasing. Ref Older PR : [#3845](https://github.com/huggingface/datasets/pull/3845) Feature request here : Add support for continuous metrics (RMSE, MAE) [#3608](https://github.com/huggingface/datasets/issues/3608)
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[ "@mariosasko New PR here. I'm not sure how to add you as a co-author here. Also I see flake8 tests are failing, any inputs on how to resolve this ?\r\nAlso, let me know if any other changes are required. Thank you.", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3874). Al...
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Create SQuAD metric README.md
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2022-03-09T13:47:08Z
2022-03-10T16:45:57Z
2022-03-10T16:45:57Z
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Proposal for a metrics card structure (with an example based on the SQuAD metric). @thomwolf @lhoestq @douwekiela @lewtun -- feel free to comment on structure or content (it's an initial draft, so I realize there's stuff missing!).
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3873). All of your documentation changes will be reflected on that endpoint.", "Oh one last thing I almost forgot, I think I would add a section \"Examples\" with examples of inputs and outputs and in particular: an example giv...
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HTTP error 504 Server Error: Gateway Time-out
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2022-03-09T12:03:37Z
2022-03-15T16:19:50Z
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I am trying to push a large dataset(450000+) records with the help of `push_to_hub()` While pushing, it gives some error like this. ``` Traceback (most recent call last): File "data_split_speech.py", line 159, in <module> data_new_2.push_to_hub("user-name/dataset-name",private=True) File "/opt/conda/lib...
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[ "is pushing directly with git (and git-lfs) an option for you?", "I have installed git-lfs and doing this push with that\r\n", "yes but is there any way you could try pushing with `git` command line directly instead of `push_to_hub`?", "Okay. I didnt saved the dataset to my local machine. So, I processed the ...
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add pandas to env command
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2022-03-09T09:48:51Z
2022-03-09T11:21:38Z
2022-03-09T11:21:37Z
MEMBER
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Pandas is a required packages and used quite a bit. I don't see any downside with adding its version to the `datasets-cli env` command.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3871). All of your documentation changes will be reflected on that endpoint.", "Think failures are unrelated - feel free to merge whenever you want :-)" ]
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Add wikitablequestions dataset
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[ "@lhoestq Would you mind reviewing it when you're available? Thanks!\r\n", "> Awesome thanks for adding this dataset ! :) The dataset script and dataset cards look pretty good\r\n> \r\n> It looks like your `dummy_data.zip` files are quite big though (>1MB each), do you think we can reduce their sizes ? This way t...
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Making the Hub the place for datasets in Portuguese
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Let's make Hugging Face Datasets the central hub for datasets in Portuguese :) **Motivation**. Datasets are currently quite scattered and an open-source central point such as the Hugging Face Hub would be ideal to support the growth of the Portuguese speaking community. What are some datasets in Portuguese worth ...
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[ "Hi @omarespejel! I think the philosophy for `datasets` issues is to create concrete issues with proposals to add a specific, individual dataset rather than umbrella issues for things such as datasets for a language, since we could end up with hundreds of issues (one per language). I see NILC - USP has many dataset...
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Ignore duplicate keys if `ignore_verifications=True`
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2022-03-08T17:14:56Z
2022-03-09T13:50:45Z
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Currently, it's impossible to generate a dataset if some keys from `_generate_examples` are duplicated. This PR allows skipping the check for duplicate keys if `ignore_verifications` is set to `True`.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3868). All of your documentation changes will be reflected on that endpoint.", "Cool thanks ! Could you add a test please ?" ]
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Update for the rename doc-builder -> hf-doc-utils
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2022-03-08T16:58:25Z
2023-09-24T09:54:44Z
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This PR adapts the job to the upcoming change of name of `doc-builder`.
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[ "why utils? it's a builder no?", "~~@julien-c there was a vote 🙂 https://huggingface.slack.com/archives/C021H1P1HKR/p1646405136644739~~\r\n\r\noh I see you already commeented in the thread as well", "Thanks ! It looks all good to me (provided `hf-doc-utils` is the name we keep in the end). I'm fine with this n...
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2022-03-08T17:37:02Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3866). All of your documentation changes will be reflected on that endpoint.", "I think we just need to keep `datasets_logo_name.jpg` and `course_banner.png` because they appear in the README.md of the forks of `datasets`. The ...
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Add logo img
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3865). All of your documentation changes will be reflected on that endpoint.", "Superceded by https://github.com/huggingface/datasets/pull/3866" ]
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Update image dataset tags
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2022-03-08T15:36:32Z
2022-03-08T17:04:47Z
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Align the existing image datasets' tags with new tags introduced in #3800.
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3,863
Update code blocks
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2022-03-08T15:34:43Z
2022-03-09T16:45:30Z
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Following https://github.com/huggingface/datasets/pull/3860#issuecomment-1061756712 and https://github.com/huggingface/datasets/pull/3690 we need to update the code blocks to use markdown instead of sphinx
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Manipulate columns on IterableDataset (rename columns, cast, etc.)
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I added: - add_column - cast - rename_column - rename_columns related to https://github.com/huggingface/datasets/issues/3444 TODO: - [x] docs - [x] tests
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3862). All of your documentation changes will be reflected on that endpoint.", "> IIUC we check if columns are present/not present directly in the yielded examples and not in info.features because info.features can be None (aft...
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big_patent cased version
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2022-03-08T14:08:55Z
2023-04-21T14:32:03Z
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Hi! I am interested in working with the big_patent dataset. In Tensorflow, there are a number of versions of the dataset: - 1.0.0 : lower cased tokenized words - 2.0.0 : Update to use cased raw strings - 2.1.2 (default): Fix update to cased raw strings. The version in the huggingface `datasets` library is th...
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[ "To follow up on this: the cased and uncased versions actually contain different content, and the cased one is easier since it contains a Summary of the Invention in the input.\r\n\r\nSee the paper describing the issue here:\r\nhttps://aclanthology.org/2022.gem-1.34/", "Thanks for proposing the addition of the ca...
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Small doc fixes
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3860). All of your documentation changes will be reflected on that endpoint.", "There are still some `.. code-block:: python` (e.g. see [this](https://huggingface.co/docs/datasets/master/en/package_reference/main_classes#datase...
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3,859
Unable to dowload big_patent (FileNotFoundError)
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2022-03-08T11:47:12Z
2022-03-08T13:04:09Z
2022-03-08T13:04:04Z
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## Describe the bug I am trying to download some splits of the big_patent dataset, using the following code: `ds = load_dataset("big_patent", "g", split="validation", download_mode="force_redownload") ` However, this leads to a FileNotFoundError. FileNotFoundError Traceback (most recent...
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[ "Hi @slvcsl, thanks for reporting.\r\n\r\nYesterday we just made a patch release of our `datasets` library that fixes this issue: version 1.18.4.\r\nhttps://pypi.org/project/datasets/#history\r\n\r\nPlease, feel free to update `datasets` library to the latest version: \r\n```shell\r\npip install -U datasets\r\n```\...
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Udpate index.mdx margins
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Order of dataset changes due to glob.glob.
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2022-03-08T11:10:30Z
2022-03-14T11:08:22Z
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## Describe the bug After discussion with @lhoestq, just want to mention here that `glob.glob(...)` should always be used in combination with `sorted(...)` to make sure the list of files returned by `glob.glob(...)` doesn't change depending on the OS system. There are currently multiple datasets that use `glob.g...
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[ "I agree using `glob.glob` alone is bad practice because it's not deterministic. Using `sorted` is a nice solution.\r\n\r\nNote that the `xglob` function you are referring to in the `streaming_download_manager.py` code just extends `glob.glob` for URLs - we don't change its behavior. That's why it has no `sorted()`...
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Fix push_to_hub with null images
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This code currently raises an error because of the null image: ```python import datasets dataset_dict = { 'name': ['image001.jpg', 'image002.jpg'], 'image': ['cat.jpg', None] } features = datasets.Features({ 'name': datasets.Value('string'), 'image': datasets.Image(), }) dataset = datasets.Dataset.fro...
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Bad error message when loading private dataset
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2022-03-08T09:55:17Z
2022-07-11T15:06:40Z
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## Describe the bug A pretty common behavior of an interaction between the Hub and datasets is the following. An organization adds a dataset in private mode and wants to load it afterward. ```python from transformers import load_dataset ds = load_dataset("NewT5/dummy_data", "dummy") ``` This command th...
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load only England English dataset from common voice english dataset
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training_data = load_dataset("common_voice", "en",split='train[:250]+validation[:250]') testing_data = load_dataset("common_voice", "en", split="test[:200]") I'm trying to load only 8% of the English common voice data with accent == "England English." Can somebody assist me with this? **Typical Voice Accent Prop...
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[ "Hi @amanjaiswal777,\r\n\r\nFirst note that the dataset you are trying to load is deprecated: it was the Common Voice dataset release as of Dec 2020.\r\n\r\nCurrently, Common Voice dataset releases are directly hosted on the Hub, under the Mozilla Foundation organization: https://huggingface.co/mozilla-foundation\r...
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add ontonotes_conll dataset
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# Introduction of the dataset OntoNotes v5.0 is the final version of OntoNotes corpus, and is a large-scale, multi-genre, multilingual corpus manually annotated with syntactic, semantic and discourse information. This dataset is the version of OntoNotes v5.0 extended and used in the CoNLL-2012 shared task , inclu...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3853). All of your documentation changes will be reflected on that endpoint.", "The CI fail is unrelated to this dataset, merging :)" ]
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Redundant add dataset information and dead link.
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> Alternatively, you can follow the steps to [add a dataset](https://huggingface.co/docs/datasets/add_dataset.html) and [share a dataset](https://huggingface.co/docs/datasets/share_dataset.html) in the documentation. The "add a dataset link" gives 404 Error, and the share_dataset link has changed. I feel this inform...
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## Load audio dataset error Hi, when I load audio dataset following https://huggingface.co/docs/datasets/audio_process and https://github.com/huggingface/datasets/tree/master/datasets/superb, ``` from datasets import load_dataset, load_metric, Audio raw_datasets = load_dataset("superb", "ks", split="train") prin...
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[ "Hi @lemoner20, thanks for reporting.\r\n\r\nI'm sorry but I cannot reproduce your problem:\r\n```python\r\nIn [1]: from datasets import load_dataset, load_metric, Audio\r\n ...: raw_datasets = load_dataset(\"superb\", \"ks\", split=\"train\")\r\n ...: print(raw_datasets[0][\"audio\"])\r\nDownloading builder sc...
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[feat] Add tqdm arguments
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2022-03-08T01:53:25Z
2022-12-16T05:34:07Z
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In this PR, tqdm arguments can be passed to the map() function and such, in order to be more flexible.
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Add "Adversarial GLUE" dataset to datasets library
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2022-03-28T11:17:14Z
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Adds the Adversarial GLUE dataset: https://adversarialglue.github.io/ ```python >>> import datasets >>> >>> datasets.load_dataset('adv_glue') Using the latest cached version of the module from /home/jxm3/.cache/huggingface/modules/datasets_modules/datasets/adv_glue/26709a83facad2830d72d4419dd179c0be092f4ad3303ad0...
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NonMatchingChecksumError when checksum is None
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I ran into the following error when adding a new dataset: ```bash expected_checksums = {'https://adversarialglue.github.io/dataset/dev.zip': {'checksum': None, 'num_bytes': 40662}} recorded_checksums = {'https://adversarialglue.github.io/dataset/dev.zip': {'checksum': 'efb4cbd3aa4a87bfaffc310ae951981cc0a36c6c71c64...
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[ "Hi @jxmorris12, thanks for reporting.\r\n\r\nThe objective of `verify_checksums` is to check that both checksums are equal. Therefore if one is None and the other is non-None, they are not equal, and the function accordingly raises a NonMatchingChecksumError. That behavior is expected.\r\n\r\nThe question is: how ...
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Datasets' cache not re-used
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## Describe the bug For most tokenizers I have tested (e.g. the RoBERTa tokenizer), the data preprocessing cache are not fully reused in the first few runs, although their `.arrow` cache files are in the cache directory. ## Steps to reproduce the bug Here is a reproducer. The GPT2 tokenizer works perfectly with ca...
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[ "<s>I think this is because the tokenizer is stateful and because the order in which the splits are processed is not deterministic. Because of that, the hash of the tokenizer may change for certain splits, which causes issues with caching.\r\n\r\nTo fix this we can try making the order of the splits deterministic f...
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Update faiss device docstring
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Following https://github.com/huggingface/datasets/pull/3721 I updated the docstring of the `device` argument of the FAISS related methods of `Dataset`
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add RMSE and MAE metrics.
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This PR adds RMSE - Root Mean Squared Error and MAE - Mean Absolute Error to the metrics API. Both implementations are based on usage of sciket-learn. Feature request here : Add support for continuous metrics (RMSE, MAE) [#3608](https://github.com/huggingface/datasets/issues/3608) Please suggest any changes if r...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3845). All of your documentation changes will be reflected on that endpoint.", "@mariosasko I've reopened it here. Please suggest any changes if required. Thank you.", "Thanks for suggestions. :) I have added update the KWARG...
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Add rmse and mae metrics.
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2022-03-07T17:24:32Z
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This PR adds RMSE - Root Mean Squared Error and MAE - Mean Absolute Error to the metrics API. Both implementations are based on usage of sciket-learn. Feature request here : Add support for continuous metrics (RMSE, MAE) [#3608](https://github.com/huggingface/datasets/issues/3608) Any suggestions and changes req...
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Fix Google Drive URL to avoid Virus scan warning in streaming mode
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The streaming version of https://github.com/huggingface/datasets/pull/3787. Fix #3835 CC: @albertvillanova
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Align IterableDataset.shuffle with Dataset.shuffle
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From #3444 , Dataset.shuffle can have the same API than IterableDataset.shuffle (i.e. in streaming mode). Currently you can pass an optional seed to both if you want, BUT currently IterableDataset.shuffle always requires a buffer_size, used for approximate shuffling. I propose using a reasonable default value (maybe...
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Pyright reportPrivateImportUsage when `from datasets import load_dataset`
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## Describe the bug Pyright complains about module not exported. ## Steps to reproduce the bug Use an editor/IDE with Pyright Language server with default configuration: ```python from datasets import load_dataset ``` ## Expected results No complain from Pyright ## Actual results Pyright complain below...
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Pin responses to fix CI for Windows
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Temporarily fix CI for Windows by pinning `responses`. See: https://app.circleci.com/pipelines/github/huggingface/datasets/10292/workflows/83de4a55-bff7-43ec-96f7-0c335af5c050/jobs/63355 Fix: #3839
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## Describe the bug See: https://app.circleci.com/pipelines/github/huggingface/datasets/10292/workflows/83de4a55-bff7-43ec-96f7-0c335af5c050/jobs/63355 ``` ___________________ test_datasetdict_from_text_split[test] ____________________ [gw0] win32 -- Python 3.7.11 C:\tools\miniconda3\envs\py37\python.exe split...
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Add a data type for labeled images (image segmentation)
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It might be a mix of Image and ClassLabel, and the color palette might be generated automatically. --- ### Example every pixel in the images of the annotation column (in https://huggingface.co/datasets/scene_parse_150) has a value that gives its class, and the dataset itself is associated with a color palette ...
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Release: 1.18.4
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The link given on the gigaword does not work
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## Dataset viewer issue for '*name of the dataset*' **Link:** *link to the dataset viewer page* *short description of the issue* Am I the one who added this dataset ? Yes-No
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Fix dead dataset scripts creation link.
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2022-03-06T16:45:48Z
2022-03-07T12:12:07Z
2022-03-07T12:12:07Z
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Previous link gives 404 error. Updated with a new dataset scripts creation link.
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1,160,543,713
PR_kwDODunzps4z_99t
3,833
Small typos in How-to-train tutorial.
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2022-03-06T07:49:49Z
2022-03-07T12:35:33Z
2022-03-07T12:13:17Z
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1,160,503,446
I_kwDODunzps5FK-CW
3,832
Making Hugging Face the place to go for Graph NNs datasets
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2022-03-06T03:02:58Z
2022-03-14T07:45:38Z
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Let's make Hugging Face Datasets the central hub for GNN datasets :) **Motivation**. Datasets are currently quite scattered and an open-source central point such as the Hugging Face Hub would be ideal to support the growth of the GNN field. What are some datasets worth integrating into the Hugging Face hub? In...
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[ "It will be indeed really great to add support to GNN datasets. Big :+1: for this initiative.", "@napoles-uach identifies the [TUDatasets](https://chrsmrrs.github.io/datasets/) (A collection of benchmark datasets for graph classification and regression). \r\n\r\nAdded to the Tasks in the initial issue.", "Thank...
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1,160,501,000
I_kwDODunzps5FK9cI
3,831
when using to_tf_dataset with shuffle is true, not all completed batches are made
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2022-03-06T02:43:50Z
2022-03-08T15:18:56Z
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## Describe the bug when converting a dataset to tf_dataset by using to_tf_dataset with shuffle true, the remainder is not converted to one batch ## Steps to reproduce the bug this is the sample code below https://colab.research.google.com/drive/1_oRXWsR38ElO1EYF9ayFoCU7Ou1AAej4?usp=sharing ## Expected resul...
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[ "Maybe @Rocketknight1 can help here", "Hi @greenned, this is expected behaviour for `to_tf_dataset`. By default, we drop the smaller 'remainder' batch during training (i.e. when `shuffle=True`). If you really want to keep that batch, you can set `drop_remainder=False` when calling `to_tf_dataset()`.", "@Rocketk...
https://api.github.com/repos/huggingface/datasets/issues/3830
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1,160,181,404
I_kwDODunzps5FJvac
3,830
Got error when load cnn_dailymail dataset
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2022-03-05T01:43:12Z
2022-03-07T06:53:41Z
2022-03-07T06:53:41Z
NONE
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When using datasets.load_dataset method to load cnn_dailymail dataset, got error as below: - windows os: FileNotFoundError: [WinError 3] 系统找不到指定的路径。: 'D:\\SourceCode\\DataScience\\HuggingFace\\Data\\downloads\\1bc05d24fa6dda2468e83a73cf6dc207226e01e3c48a507ea716dc0421da583b\\cnn\\stories' - google colab: NotADirec...
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[ "Was able to reproduce the issue on Colab; full logs below. \r\n\r\n```\r\n---------------------------------------------------------------------------\r\nNotADirectoryError Traceback (most recent call last)\r\n[<ipython-input-2-39967739ba7f>](https://localhost:8080/#) in <module>()\r\n 1...
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1,160,154,352
I_kwDODunzps5FJozw
3,829
[📄 Docs] Create a `datasets` performance guide.
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2022-03-05T00:28:06Z
2022-03-10T16:24:27Z
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## Brief Overview Downloading, saving, and preprocessing large datasets from the `datasets` library can often result in [performance bottlenecks](https://github.com/huggingface/datasets/issues/3735). These performance snags can be challenging to identify and to debug, especially for users who are less experienced with...
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[ "Hi ! Yes this is definitely something we'll explore, since optimizing processing pipelines can be challenging and because performance is key here: we want anyone to be able to play with large-scale datasets more easily.\r\n\r\nI think we'll start by documenting the performance of the dataset transforms we provide,...
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1,160,064,029
I_kwDODunzps5FJSwd
3,828
The Pile's _FEATURE spec seems to be incorrect
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2022-03-04T21:25:32Z
2022-03-08T09:30:49Z
2022-03-08T09:30:48Z
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## Describe the bug If you look at https://huggingface.co/datasets/the_pile/blob/main/the_pile.py: For "all" * the pile_set_name is never set for data * there's actually an id field inside of "meta" For subcorpora pubmed_central and hacker_news: * the meta is specified to be a string, but it's actually a di...
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[ "Hi @dlwh, thanks for reporting.\r\n\r\nPlease note, that the source data files for \"all\" config are different from the other configurations.\r\n\r\nThe \"all\" config contains the official Pile data files, from https://mystic.the-eye.eu/public/AI/pile/\r\nAll data examples contain a \"meta\" dict with a single \...
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1,159,878,436
PR_kwDODunzps4z95dj
3,827
Remove deprecated `remove_columns` param in `filter`
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2022-03-04T17:23:26Z
2022-03-07T12:37:52Z
2022-03-07T12:37:51Z
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A leftover from #3803.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3827). All of your documentation changes will be reflected on that endpoint." ]
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3,826
Add IterableDataset.filter
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2022-03-04T16:57:23Z
2022-03-09T17:23:13Z
2022-03-09T17:23:11Z
MEMBER
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_Needs https://github.com/huggingface/datasets/pull/3801 to be merged first_ I added `IterableDataset.filter` with an API that is a subset of `Dataset.filter`: ```python def filter(self, function, batched=False, batch_size=1000, with_indices=false, input_columns=None): ``` TODO: - [x] tests - [x] docs rel...
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Update version and date in Wikipedia dataset
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CC: @geohci
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3,824
Allow not specifying feature cols other than `predictions`/`references` in `Metric.compute`
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Fix #3818
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500 internal server error when trying to open a dataset composed of Zarr stores
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2022-03-04T10:37:14Z
2022-03-08T09:47:39Z
2022-03-08T09:47:39Z
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## Describe the bug The dataset [openclimatefix/mrms](https://huggingface.co/datasets/openclimatefix/mrms) gives a 500 server error when trying to open it on the website, or through code. The dataset doesn't have a loading script yet, and I did push two [xarray](https://docs.xarray.dev/en/stable/) Zarr stores of da...
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[ "Hi @jacobbieker, thanks for reporting!\r\n\r\nI have transferred this issue to our Hub team and they are investigating it. I keep you informed. ", "Hi @jacobbieker, we are investigating this issue on our side and we'll see if we can fix it, but please note that your repo is considered problematic for git. Here a...
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3,822
Add Biwi Kinect Head Pose Database
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2022-03-04T08:48:39Z
2022-06-01T13:00:47Z
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## Adding a Dataset - **Name:** Biwi Kinect Head Pose Database - **Description:** Over 15K images of 20 people recorded with a Kinect while turning their heads around freely. For each frame, depth and rgb images are provided, together with ground in the form of the 3D location of the head and its rotation angles. - ...
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[ "Official dataset location : https://icu.ee.ethz.ch/research/datsets.html\r\nIn the \"Biwi Kinect Head Pose Database\" section, I do not find any information regarding \"Downloading the dataset.\" . Do we mail the authors regarding this ?\r\n\r\nI found the dataset on Kaggle : [Link](https://www.kaggle.com/kmader/b...
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Update Wikipedia dataset
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This PR combines all updates to Wikipedia dataset. Once approved, this will be used to generate the pre-processed Wikipedia datasets. Finally, this PR will be able to be merged into master: - NOT using squash - BUT a regular MERGE (or REBASE+MERGE), so that all commits are preserved TODO: - [x] #3435 - [x]...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I'm starting to generate the pre-processed data for some of the languages (for backward compatibility).\r\n\r\nOnce this merged, we will create the pre-processed data on the Hub under the Wikimedia namespace.", "All steps have been...
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`pubmed_qa` checksum mismatch
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2022-03-04T00:28:08Z
2022-03-04T09:42:32Z
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CONTRIBUTOR
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## Describe the bug Loading [`pubmed_qa`](https://huggingface.co/datasets/pubmed_qa) results in a mismatched checksum error. ## Steps to reproduce the bug ```python # Sample code to reproduce the bug import datasets try: datasets.load_dataset("pubmed_qa", "pqa_labeled") except Exception as e: print(e...
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[ "Hi @jon-tow, thanks for reporting.\r\n\r\nThis issue was already reported and its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it. See:\r\n- #3787 \r\n\r\nWe are planning to make a patch release today.\r\n\r\nIn the meantime, you can get this fix by installing o...
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Fix typo in doc build yml
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cc: @lhoestq
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3819). All of your documentation changes will be reflected on that endpoint." ]
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3,818
Support for "sources" parameter in the add() and add_batch() methods in datasets.metric - SARI
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2022-03-03T18:57:54Z
2022-03-04T18:04:21Z
2022-03-04T18:04:21Z
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**Is your feature request related to a problem? Please describe.** The methods `add_batch` and `add` from the `Metric` [class](https://github.com/huggingface/datasets/blob/1675ad6a958435b675a849eafa8a7f10fe0f43bc/src/datasets/metric.py) does not work with [SARI](https://github.com/huggingface/datasets/blob/master/metr...
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[ "Hi, thanks for reporting! We can add a `sources: datasets.Value(\"string\")` feature to the `Features` dict in the `SARI` script to fix this. Would you be interested in submitting a PR?", "Hi Mario,\r\n\r\nThanks for your message. I did try to add `sources` into the `Features` dict using a script for the metric:...
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Simplify Common Voice code
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In #3736 we introduced one method to generate examples when streaming, that is different from the one when not streaming. In this PR I propose a new implementation which is simpler: it only has one function, based on `iter_archive`. And you still have access to local audio files when loading the dataset in non-strea...
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[ "I think the script looks pretty clean and readable now! cool!\r\n" ]
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Doc new UI test workflows2
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[ "<img src=\"https://www.bikevillastravel.com/cms/static/images/loading.gif\" alt=\"Girl in a jacket\" width=\"50\" >" ]
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Fix iter_archive getting reset
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The `DownloadManager.iter_archive` method currently returns an iterator - which is **empty** once you iter over it once. This means you can't pass the same archive iterator to several splits. To fix that, I changed the ouput of `DownloadManager.iter_archive` to be an iterable that you can iterate over several times...
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Handle Nones in PyArrow struct
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This PR fixes an issue introduced by #3575 where `None` values stored in PyArrow arrays/structs would get ignored by `cast_storage` or by the `pa.array(cast_to_python_objects(..))` pattern. To fix the former, it also bumps the minimal PyArrow version to v5.0.0 to use the `mask` param in `pa.SturctArray`.
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Add MetaShift dataset
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2022-03-03T14:26:45Z
2022-04-10T13:39:59Z
2022-04-10T13:39:59Z
MEMBER
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## Adding a Dataset - **Name:** MetaShift - **Description:** collection of 12,868 sets of natural images across 410 classes- - **Paper:** https://arxiv.org/abs/2202.06523v1 - **Data:** https://github.com/weixin-liang/metashift Instructions to add a new dataset can be found [here](https://github.com/huggingface/...
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[ "I would like to take this up and give it a shot. Any image specific - dataset guidelines to keep in mind ? Thank you.", "#self-assign", "I've started working on adding this dataset. I require some inputs on the following : \r\n\r\nRef for the initial draft [here](https://github.com/dnaveenr/datasets/blob/add_m...
https://api.github.com/repos/huggingface/datasets/issues/3812
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1,158,369,995
PR_kwDODunzps4z46C4
3,812
benchmark streaming speed with tar vs zip archives
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2022-03-03T12:48:41Z
2022-03-03T14:55:34Z
2022-03-03T14:55:33Z
CONTRIBUTOR
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# do not merge ## Hypothesis packing data into a single zip archive could allow us not to care about splitting data into several tar archives for efficient streaming which is annoying (since data creators usually host the data in a single tar) ## Data I host it [here](https://huggingface.co/datasets/polinaeter...
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[ "I'm closing the PR since we're not going to merge it" ]
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Update dev doc gh workflows
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2022-03-03T10:29:01Z
2022-10-04T09:35:54Z
2022-03-03T10:45:54Z
CONTRIBUTOR
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Reflect changes from https://github.com/huggingface/transformers/pull/15891
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3,810
Update version of xcopa dataset
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2022-03-03T09:58:25Z
2022-03-03T10:44:30Z
2022-03-03T10:44:29Z
MEMBER
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Note that there was a version update of the `xcopa` dataset: https://github.com/cambridgeltl/xcopa/releases We updated our loading script, but we did not bump a new version number: - #3254 This PR updates our loading script version from `1.0.0` to `1.1.0`.
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3,809
Checksums didn't match for datasets on Google Drive
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2022-03-03T09:01:10Z
2022-03-03T09:24:58Z
2022-03-03T09:24:05Z
NONE
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## Describe the bug Datasets hosted on Google Drive do not seem to work right now. Loading them fails with a checksum error. ## Steps to reproduce the bug ```python from datasets import load_dataset for dataset in ["head_qa", "yelp_review_full"]: try: load_dataset(dataset) except Exception as excep...
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[ "Hi @muelletm, thanks for reporting.\r\n\r\nThis issue was already reported and its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it. See:\r\n- #3787 \r\n\r\nUntil our next `datasets` library release, you can get this fix by installing our library from the GitHub ...
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Pre-Processing Cache Fails when using a Factory pattern
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2022-03-02T20:18:43Z
2022-03-10T23:01:47Z
2022-03-10T23:01:47Z
NONE
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## Describe the bug If you utilize a pre-processing function which is created using a factory pattern, the function hash changes on each run (even if the function is identical) and therefore the data will be reproduced each time. ## Steps to reproduce the bug ```python def preprocess_function_factory(augmenta...
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[ "Ok - this is still an issue but I believe the root cause is different than I originally thought. I'm now able to get caching to work consistently with the above example as long as I fix the python hash seed `export PYTHONHASHSEED=1234`", "Hi! \r\n\r\nYes, our hasher should work with decorators. For instance, thi...
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NonMatchingChecksumError in xcopa dataset
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2022-03-02T18:10:19Z
2022-05-20T06:00:42Z
2022-03-03T17:40:31Z
NONE
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## Describe the bug Loading the xcopa dataset doesn't work, it fails due to a mismatch in the checksum. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("xcopa", "it") ``` ## Expected results The dataset should be loaded correctly. ## Actual results Fails ...
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[ "@albertvillanova here's a separate issue for a bug similar to #3792", "Hi @afcruzs-ms, thanks for opening this separate issue for your problem.\r\n\r\nThe root problem in the other issue (#3792) was a change in the service of Google Drive.\r\n\r\nBut in your case, the `xcopa` dataset is not hosted on Google Driv...
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Fix Spanish data file URL in wiki_lingua dataset
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2022-03-02T17:43:42Z
2022-03-03T08:38:17Z
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This PR fixes the URL for Spanish data file. Previously, Spanish had the same URL as Vietnamese data file.
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