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2,539
remove wi_locness dataset due to licensing issues
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[ "Hi ! I'm sorry to hear that.\r\nThough we are not redistributing the dataset, we just provide a python script that downloads and process the dataset from its original source hosted at https://www.cl.cam.ac.uk\r\n\r\nTherefore I'm not sure what's the issue with licensing. What do you mean exactly ?", "I think tha...
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It was brought to my attention that this dataset's license is not only missing, but also prohibits redistribution. I contacted the original author to apologize for this oversight and asked if we could still use it, but unfortunately we can't and the author kindly asked to take down this dataset.
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Add Parquet loader + from_parquet and to_parquet
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[ "`pyarrow` 1.0.0 doesn't support some types in parquet, we'll have to bump its minimum version.\r\n\r\nAlso I still need to add dummy data to test the parquet builder.", "I had to bump the minimum pyarrow version to 3.0.0 to properly support parquet.\r\n\r\nEverything is ready for review now :)\r\nI reused pretty...
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Continuation of #2247 I added a "parquet" dataset builder, as well as the methods `Dataset.from_parquet` and `Dataset.to_parquet`. As usual, the data are converted to arrow in a batched way to avoid loading everything in memory.
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2,535
Improve Features docs
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- Fix rendering and cross-references in Features docs - Add docstrings to Features methods
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https://api.github.com/repos/huggingface/datasets/issues/2534
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Sync with transformers disabling NOTSET
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[ "Nice thanks ! I think there are other places with\r\n```python\r\nnot_verbose = bool(logger.getEffectiveLevel() > WARNING)\r\n```\r\n\r\nCould you replace them as well ?", "Sure @lhoestq! I was not sure if this change should only be circumscribed to `http_get`..." ]
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MEMBER
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Close #2528.
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2,533
Add task template for automatic speech recognition
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[ "@SBrandeis @lhoestq i've integrated your suggestions, so this is ready for another review :)", "Merging if it's good for you @lewtun :)" ]
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MEMBER
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This PR adds a task template for automatic speech recognition. In this task, the input is a path to an audio file which the model consumes to produce a transcription. Usage: ```python from datasets import load_dataset from datasets.tasks import AutomaticSpeechRecognition ds = load_dataset("timit_asr", split=...
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2,532
Tokenizer's normalization preprocessor cause misalignment in return_offsets_mapping for tokenizer classification task
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[ "Hi @jerryIsHere, thanks for reporting the issue. But are you sure this is a bug in HuggingFace **Datasets**?", "> Hi @jerryIsHere, thanks for reporting the issue. But are you sure this is a bug in HuggingFace **Datasets**?\r\n\r\nOh, I am sorry\r\nI would reopen the post on huggingface/transformers" ]
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CONTRIBUTOR
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[This colab notebook](https://colab.research.google.com/drive/151gKyo0YIwnlznrOHst23oYH_a3mAe3Z?usp=sharing) implements a token classification input pipeline extending the logic from [this hugging example](https://huggingface.co/transformers/custom_datasets.html#tok-ner). The pipeline works fine with most instance i...
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2,531
Fix dev version
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The dev version that ends in `.dev0` should be greater than the current version. However it happens that `1.8.0 > 1.8.0.dev0` for example. Therefore we need to use `1.8.1.dev0` for example in this case. I updated the dev version to use `1.8.1.dev0`, and I also added a comment in the setup.py in the release steps a...
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2,530
Fixed label parsing in the ProductReviews dataset
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[ "@lhoestq, can you please review this PR?\r\nWhat exactly is the problem in the test case? Should it matter?", "Hi ! Thanks for fixing this :)\r\n\r\nThe CI fails for two reasons:\r\n- the `pretty_name` tag is missing in yaml tags in ./datasets/turkish_product_reviews/README.md. You can fix that by adding this in...
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CONTRIBUTOR
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Fixed issue with parsing dataset labels.
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2,529
Add summarization template
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[ "> Nice thanks !\r\n> Could you just move the test outside of the BaseDatasetTest class please ? Otherwise it will unnecessarily be run twice.\r\n\r\nsure, on it! thanks for the explanations about the `self._to` method :)", "@lhoestq i've moved all the task template tests outside of `BaseDatasetTest` and collecte...
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MEMBER
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This PR adds a task template for text summarization. As far as I can tell, we do not need to distinguish between "extractive" or "abstractive" summarization - both can be handled with this template. Usage: ```python from datasets import load_dataset from datasets.tasks import Summarization ds = load_dataset(...
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Logging cannot be set to NOTSET similar to transformers
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[ "Hi @joshzwiebel, thanks for reporting. We are going to align with `transformers`." ]
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NONE
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## Describe the bug In the transformers library you can set the verbosity level to logging.NOTSET to work around the usage of tqdm and IPywidgets, however in Datasets this is no longer possible. This is because transformers set the verbosity level of tqdm with [this](https://github.com/huggingface/transformers/blob/b5...
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Replace bad `n>1M` size tag
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Some datasets were still using the old `n>1M` tag which has been replaced with tags `1M<n<10M`, etc. This resulted in unexpected results when searching for datasets bigger than 1M on the hub, since it was only showing the ones with the tag `n>1M`.
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Use scikit-learn package rather than sklearn in setup.py
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The sklearn package is an historical thing and should probably not be used by anyone, see https://github.com/scikit-learn/scikit-learn/issues/8215#issuecomment-344679114 for some caveats. Note: this affects only TESTS_REQUIRE so I guess only developers not end users.
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Raise FileNotFoundError in WindowsFileLock
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[ "Hi ! Could you clarify what it fixes exactly and give more details please ? Especially why this is related to the windows hanging error ?", "This has already been merged, but I'll clarify the idea of this PR. Before this merge, FileLock was the only component affected by the max path limit on Windows (that came ...
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Closes #2443
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__Originally posted by @lewtun in https://github.com/huggingface/datasets/pull/2469__
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Insert text classification template for Emotion dataset
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This PR includes a template and updated `dataset_infos.json` for the `emotion` dataset.
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Improve performance of pandas arrow extractor
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[ "Looks like this change\r\n```\r\npa_table[pa_table.column_names[0]].to_pandas(types_mapper=pandas_types_mapper)\r\n```\r\ndoesn't return a Series with the correct type.\r\nThis is related to https://issues.apache.org/jira/browse/ARROW-9664\r\n\r\nSince the types_mapper isn't taken into account, the ArrayXD types a...
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While reviewing PR #2505, I noticed that pandas arrow extractor could be refactored to be faster.
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Add task templates for tydiqa and xquad
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[ "Just tested TydiQA and it works fine :)" ]
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This PR adds question-answering templates to the remaining datasets that are linked to a model on the Hub. Notes: * I could not test the tydiqa implementation since I don't have enough disk space 😢 . But I am confident the template works :) * there exist other datasets like `fquad` and `mlqa` which are candida...
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Fix typo in MatthewsCorrelation class name
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Close #2513.
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CRD3 dataset card
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This PR adds additional information to the CRD3 dataset card.
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Corelation should be Correlation
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[ "Hi @colbym-MM, thanks for reporting. We are fixing it." ]
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https://github.com/huggingface/datasets/blob/0e87e1d053220e8ecddfa679bcd89a4c7bc5af62/metrics/matthews_correlation/matthews_correlation.py#L66
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seqeval metric does not work with a recent version of sklearn: classification_report() got an unexpected keyword argument 'output_dict'
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[ "Sorry, I was using an old version of sequeval" ]
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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, load_metric seqeval = load_metric("seqeval") seqeval.compute(predictions=[['A']], references=[['A']]) ``` ## Expected results The function computes a dict with ...
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Add C4
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[ "Update on this: I'm computing the checksums of the data files. It will be available soon", "Added in #2575 :)" ]
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## Adding a Dataset - **Name:** *C4* - **Description:** *https://github.com/allenai/allennlp/discussions/5056* - **Paper:** *https://arxiv.org/abs/1910.10683* - **Data:** *https://huggingface.co/datasets/allenai/c4* - **Motivation:** *Used a lot for pretraining* Instructions to add a new dataset can be found [h...
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Add align_labels_with_mapping to DatasetDict
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https://github.com/huggingface/datasets/pull/2457 added the `Dataset.align_labels_with_mapping` method. In this PR I also added `DatasetDict.align_labels_with_mapping`
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Fix fingerprint when moving cache dir
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[ "Windows, why are you doing this to me ?", "Thanks @lhoestq, I'm starting reviewing this PR.", "Yea issues on windows are about long paths, not long filenames.\r\nWe can make sure the lock filenames are not too long, but not for the paths", "Took your suggestions into account @albertvillanova :)" ]
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The fingerprint of a dataset changes if the cache directory is moved. I fixed that by setting the fingerprint to be the hash of: - the relative cache dir (dataset_name/version/config_id) - the requested split Close #2496 I had to fix an issue with the filelock filename that was too long (>255). It prevented t...
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Rearrange JSON field names to match passed features schema field names
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This PR depends on PR #2453 (which must be merged first). Close #2366.
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Add course banner
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This PR adds a course banner similar to the one you can now see in the [Transformers repo](https://github.com/huggingface/transformers) that links to the course. Let me know if placement seems right to you or not, I can move it just below the badges too.
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Make numpy arrow extractor faster
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[ "Looks like we have a nice speed up in some benchmarks. For example:\r\n- `read_formatted numpy 5000`: 4.584777 sec -> 0.487113 sec\r\n- `read_formatted torch 5000`: 4.565676 sec -> 1.289514 sec", "Can we convert this draft to PR @lhoestq ?", "Ready for review ! cc @vblagoje", "@lhoestq I tried the branch a...
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I changed the NumpyArrowExtractor to call directly to_numpy and see if it can lead to speed-ups as discussed in https://github.com/huggingface/datasets/issues/2498 This could make the numpy/torch/tf/jax formatting faster
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JAX integration
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Hi ! I just added the "jax" formatting, as we already have for pytorch, tensorflow, numpy (and also pandas and arrow). It does pretty much the same thing as the pytorch formatter except it creates jax.numpy.ndarray objects. ```python from datasets import Dataset d = Dataset.from_dict({"foo": [[0., 1., 2.]]})...
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Add Zenodo metadata file with license
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This Zenodo metadata file fixes the name of the `Datasets` license appearing in the DOI as `"Apache-2.0"`, which otherwise by default is `"other-open"`. Close #2472.
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Add load_dataset_builder
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[ "Hi @mariosasko, thanks for taking on this issue.\r\n\r\nJust a few logistic suggestions, as you are one of our most active contributors ❤️ :\r\n- When you start working on an issue, you can self-assign it to you by commenting on the issue page with the keyword: `#self-assign`; we have implemented a GitHub Action t...
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Adds the `load_dataset_builder` function. The good thing is that we can reuse this function to load the dataset info without downloading the dataset itself. TODOs: - [x] Add docstring and entry in the docs - [x] Add tests Closes #2484
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Use default cast for sliced list arrays if pyarrow >= 4
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[ "I believe we don't use PyArrow >= 4.0.0 because of some segfault issues:\r\nhttps://github.com/huggingface/datasets/blob/1206ffbcd42dda415f6bfb3d5040708f50413c93/setup.py#L78\r\nCan you confirm @lhoestq ?", "@SBrandeis pyarrow version 4.0.1 has fixed that issue: #2489 😉 " ]
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From pyarrow version 4, it is supported to cast sliced lists. This PR uses default pyarrow cast in Datasets to cast sliced list arrays if pyarrow version is >= 4. In relation with PR #2461 and #2490. cc: @lhoestq, @abhi1thakur, @SBrandeis
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Dataset fingerprint changes after moving the cache directory, which prevent cache reload when using `map`
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`Dataset.map` uses the dataset fingerprint (a hash) for caching. However the fingerprint seems to change when someone moves the cache directory of the dataset. This is because it uses the default fingerprint generation: 1. the dataset path is used to get the fingerprint 2. the modification times of the arrow file...
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JAX formatting
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We already support pytorch, tensorflow, numpy, pandas and arrow dataset formatting. Let's add jax as well
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add tensorflow-macos support
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[ "@albertvillanova done!" ]
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ref - https://github.com/huggingface/datasets/issues/2068
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Hi, awesome folks behind the huggingface! Here is my PR for the text classification dataset in Mongolian. Please do let me know in case you have anything to clarify. Thanks & Regards, Enod
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add eduge classification dataset
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[ "Closing this PR as I'll submit a new one - bug free" ]
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Allow latest pyarrow version
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Allow latest pyarrow version, once that version 4.0.1 fixes the segfault bug introduced in version 4.0.0. Close #2489.
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Allow latest pyarrow version once segfault bug is fixed
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As pointed out by @symeneses (see https://github.com/huggingface/datasets/pull/2268#issuecomment-860048613), pyarrow has fixed the segfault bug present in version 4.0.0 (see https://issues.apache.org/jira/browse/ARROW-12568): - it was fixed on 3 May 2021 - version 4.0.1 was released on 19 May 2021 with the bug fix
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Part of #2480.
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Set configurable extracted datasets path
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Part of #2480.
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Implement loading a dataset builder
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As discussed with @stas00 and @lhoestq, this would allow things like: ```python from datasets import load_dataset_builder dataset_name = "openwebtext" builder = load_dataset_builder(dataset_name) print(builder.cache_dir) ```
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Use gc.collect only when needed to avoid slow downs
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[ "I continue thinking that the origin of the issue has to do with tqdm (and not with Arrow): this issue only arises for version 4.50.0 (and later) of tqdm, not for previous versions of tqdm.\r\n\r\nMy guess is that tqdm made a change from version 4.50.0 that does not properly release the iterable. ", "FR" ]
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In https://github.com/huggingface/datasets/commit/42320a110d9d072703814e1f630a0d90d626a1e6 we added a call to gc.collect to resolve some issues on windows (see https://github.com/huggingface/datasets/pull/2482) However calling gc.collect too often causes significant slow downs (the CI run time doubled). So I just m...
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Allow to use tqdm>=4.50.0
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We used to have permission errors on windows whith the latest versions of tqdm (see [here](https://app.circleci.com/pipelines/github/huggingface/datasets/6365/workflows/24f7c960-3176-43a5-9652-7830a23a981e/jobs/39232)) They were due to open arrow files not properly closed by pyarrow. Since https://github.com/huggin...
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Delete extracted files to save disk space
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[ "My suggestion for this would be to have this enabled by default.\r\n\r\nPlus I don't know if there should be a dedicated issue to that is another functionality. But I propose layered building rather than all at once. That is:\r\n\r\n1. uncompress a handful of files via a generator enough to generate one arrow file...
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As discussed with @stas00 and @lhoestq, allowing the deletion of extracted files would save a great amount of disk space to typical user.
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❌ load_datasets ❌
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[ "I see that @lhoestq overlooked this PR with his commit 07e2b05. 😢 \r\n\r\nI'm adding a script so that this issue does not happen again.\r\n", "For the moment, the script only includes `update_custom_js`, but in a follow-up PR I will include all the required steps to make a package release.", "I think we just ...
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Currently docs default version is 1.5.0. This PR fixes this and sets the latest version instead.
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Add TimeDial
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[ "Hi @lhoestq,\r\nI've pushed the updated README and tags. Let me know if anything is missing/needs some improvement!\r\n\r\n~PS. I don't know why it's not triggering the build~" ]
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Dataset: https://github.com/google-research-datasets/TimeDial To-Do: Update README.md and add YAML tags
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Issue in timit_asr database
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[ "This bug was fixed in #1995. Upgrading datasets to version 1.6 fixes the issue!", "Indeed was a fixed bug.\r\nWorks on version 1.8\r\nThanks " ]
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## Describe the bug I am trying to load the timit_asr dataset however only the first record is shown (duplicated over all the rows). I am using the next code line dataset = load_dataset(“timit_asr”, split=“test”).shuffle().select(range(10)) The above code result with the same sentence duplicated ten times. It al...
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Add Disfl-QA
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[ "Sounds great! It'll make things easier for the user while accessing the dataset. I'll make some changes to the current file then.", "I've updated with the suggested changes. Updated the README, YAML tags as well (not sure of Size category tag as I couldn't pass the path of `dataset_infos.json` for this dataset)\...
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Dataset: https://github.com/google-research-datasets/disfl-qa To-Do: Update README.md and add YAML tags
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Fix automatic generation of Zenodo DOI
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[ "I have received a reply from Zenodo support:\r\n> We are currently investigating and fixing this issue related to GitHub releases. As soon as we have solved it we will reach back to you.", "Other repo maintainers had the same problem with Zenodo. \r\n\r\nThere is an open issue on their GitHub repo: zenodo/zenodo...
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After the last release of Datasets (1.8.0), the automatic generation of the Zenodo DOI failed: it appears in yellow as "Received", instead of in green as "Published". I have contacted Zenodo support to fix this issue. TODO: - [x] Check with Zenodo to fix the issue - [x] Check BibTeX entry is right
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Fix PermissionError on Windows when using tqdm >=4.50.0
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See: https://app.circleci.com/pipelines/github/huggingface/datasets/235/workflows/cfb6a39f-68eb-4802-8b17-2cd5e8ea7369/jobs/1111 ``` PermissionError: [WinError 32] The process cannot access the file because it is being used by another process ```
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Crash when `num_proc` > dataset length for `map()` on a `datasets.Dataset`.
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[ "Hi ! It looks like the issue comes from pyarrow. What version of pyarrow are you using ? How did you install it ?", "Thank you for the quick reply! I have `pyarrow==4.0.0`, and I am installing with `pip`. It's not one of my explicit dependencies, so I assume it came along with something else.", "Could you tryi...
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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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[ "i tried both the latest version of `tqdm` and the version required by `autonlp` - no luck with windows 😞 \r\n\r\nit's very weird that a progress bar would trigger these kind of errors, so i'll have a look to see if it's something unique to `datasets`", "Closing since this is now fixed in #2482 " ]
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Implement ClassLabel encoding in JSON loader
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[ "No, nevermind @lhoestq. Thanks to you for your reviews!" ]
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Close #2365.
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change udpos features structure
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[ "Let's add the tags in another PR. Thanks again !", "Close #2061 , close #2444." ]
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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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[ "Thank you for the review. ", "Thanks a lot for the corrections and comments. \r\n\r\nI have resolved point 2. The make style still throws some errors, please see below\r\n\r\nblack --line-length 119 --target-version py36 tests src benchmarks datasets/**/*.py metrics\r\n/bin/sh: 1: black: not found\r\nMakefile:13...
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Adding Masakhane dataset https://github.com/masakhane-io/masakhane-ner @lhoestq , can you please review
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fix: adjusting indexing for the labels.
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[ "> Good catch ! Thanks for fixing it\r\n\r\nMy pleasure🙏" ]
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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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Fixes #2459 Instead of updating the path, this PR fixes a commit hash as suggested by @lhoestq.
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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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Revert default in-memory for small datasets
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[ "Thank you for this welcome change guys!" ]
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Close #2458
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`Proto_qa` hosting seems to be broken
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[ "@VictorSanh , I think @mariosasko is already working on it. " ]
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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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Revert default in-memory for small datasets
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[ "cc: @krandiash (pinged in reverted PR)." ]
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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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Add align_labels_with_mapping function
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[ "@lhoestq i think this is ready for another review 🙂 ", "@lhoestq thanks for the feedback - it's now integrated :) \r\n\r\ni also added a comment about sorting the input label IDs", "Created the PR here: https://github.com/huggingface/datasets/pull/2510", "> Thanks ! Looks all good now :)\r\n> \r\n> We will ...
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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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2,456
Fix cross-reference typos in documentation
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Fix some minor typos in docs that avoid the creation of cross-reference links.
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Update version in xor_tydi_qa.py
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[ "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" ]
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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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Rename config and environment variable for in memory max size
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[ "Thank you for the rename, @albertvillanova!" ]
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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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[ "The arrow writer was supposing that the columns were always in the sorted order. I just pushed a fix to reorder the arrays accordingly to the schema. It was failing for many datasets like squad", "and obviously it broke everything", "Feel free to revert my commit. I can investigate this in the coming days", ...
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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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[ "Realized that `tensorflow_datasets` is not provided by Huggingface and should therefore raise the issue there." ]
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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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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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[ "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())\r\n```", "Ah, my mistake. Thanks for correctin...
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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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[ "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_retrieve_eng_span.jsonl\r\n`\r\n(the old url)\r\n\r\nI tired c...
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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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[ "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 dataset.", "Makes sense, but not intuitive for someon...
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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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[ "```\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 configs = get_confs(option)\r\nFile \"/home/sasha/.local/shar...
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![image](https://user-images.githubusercontent.com/22514219/120828150-c4a35b00-c58e-11eb-8083-a537cee4dbb3.png)
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2,445
Fix broken URLs for bn_hate_speech and covid_tweets_japanese
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[ "Thanks ! To fix the CI you just have to rename the dummy data file in the dummy_data.zip files", "thanks for the tip with the dummy data - all fixed now!" ]
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MEMBER
null
Closes #2388
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2,444
Sentence Boundaries missing in Dataset: xtreme / udpos
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[ "Hi,\r\n\r\nThis is a known issue. More info on this issue can be found in #2061. If you are looking for an open-source contribution, there are step-by-step instructions in the linked issue that you can follow to fix it.", "Closed by #2466." ]
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CONTRIBUTOR
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I was browsing through annotation guidelines, as suggested by the datasets introduction. The guidlines saids "There must be exactly one blank line after every sentence, including the last sentence in the file. Empty sentences are not allowed." in the [Sentence Boundaries and Comments section](https://universaldepend...
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2,443
Some tests hang on Windows
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[ "Hi ! That would be nice indeed to at least have a warning, since we don't handle the max path length limit.\r\nAlso if we could have an error instead of an infinite loop I'm sure windows users will appreciate that", "Unfortunately, I know this problem very well... 😅 \r\n\r\nI remember having proposed to throw a...
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CONTRIBUTOR
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Currently, several tests hang on Windows if the max path limit of 260 characters is not disabled. This happens due to the changes introduced by #2223 that cause an infinite loop in `WindowsFileLock` described in #2220. This can be very tricky to debug, so I think now is a good time to address these issues/PRs. IMO thr...
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2,442
add english language tags for ~100 datasets
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[ "Fixing the tags of all the datasets is out of scope for this PR so I'm merging even though the CI fails because of the missing tags" ]
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MEMBER
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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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[ "Hi ! In your dataset script you must be yielding examples like\r\n```python\r\nfor line in file:\r\n ...\r\n yield key, {...}\r\n```\r\n\r\nSince `datasets` 1.7.0 we enforce the keys to be unique.\r\nHowever it looks like your examples generator creates duplicate keys: at least two examples have key 0.\r\n\r...
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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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2,440
Remove `extended` field from dataset tagger
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[ "The tagger also doesn't insert the value for the `size_categories` field automatically, so this should be fixed too", "Thanks for reporting. Indeed the `extended` tag doesn't exist. Not sure why we had that in the tagger.\r\nThe repo of the tagger is here if someone wants to give this a try: https://github.com/h...
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MEMBER
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## Describe the bug While working on #2435 I used the [dataset tagger](https://huggingface.co/datasets/tagging/) to generate the missing tags for the YAML metadata of each README.md file. However, it seems that our CI raises an error when the `extended` field is included: ``` dataset_name = 'arcd' @pytest.m...
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Better error message when trying to access elements of a DatasetDict without specifying the split
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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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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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Better error message when using the wrong load_from_disk
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[ "We also have other cases where people are lost between Dataset and DatasetDict, maybe let's gather and solve them all here?\r\n\r\nFor instance, I remember that some people thought they would request a single element of a split but are calling this on a DatasetDict. Maybe here also a better error message when the ...
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MEMBER
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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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Update DatasetMetadata and ReadMe
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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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Insert Extractive QA templates for SQuAD-like datasets
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[ "hi @lhoestq @SBrandeis i've now added the missing YAML tags, so this PR should be good to go :)", "urgh, the windows tests are failing because of encoding issues 😢 \r\n\r\n```\r\ndataset_name = 'squad_kor_v1'\r\n\r\n @pytest.mark.parametrize(\"dataset_name\", get_changed_datasets(repo_path))\r\n def test_...
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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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Fix DuplicatedKeysError in adversarial_qa
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Fixes #2431
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Fix CI six installation on linux
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For some reason we end up with this error in the linux CI when running pip install .[tests] ``` pip._vendor.resolvelib.resolvers.InconsistentCandidate: Provided candidate AlreadyInstalledCandidate(six 1.16.0 (/usr/local/lib/python3.6/site-packages)) does not satisfy SpecifierRequirement('six>1.9'), SpecifierRequireme...
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DuplicatedKeysError when trying to load adversarial_qa
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[ "Thanks for reporting !\r\n#2433 fixed the issue, thanks @mariosasko :)\r\n\r\nWe'll do a patch release soon of the library.\r\nIn the meantime, you can use the fixed version of adversarial_qa by adding `script_version=\"master\"` in `load_dataset`" ]
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## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python dataset = load_dataset('adversarial_qa', 'adversarialQA') ``` ## Expected results The dataset should be loaded into memory ## Actual results >DuplicatedKeysError: FAILURE TO GENERATE DATASET ...
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Add version-specific BibTeX
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[ "Maybe we should only keep one citation ?\r\ncc @thomwolf @yjernite ", "For info:\r\n- The one automatically generated by Zenodo is version-specific, and a new one will be generated after each release.\r\n- Zenodo has also generated a project-specific DOI (they call it *Concept DOI* as opposed to *Version DOI*), ...
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As pointed out by @lhoestq in #2411, after the creation of the Zenodo DOI for Datasets, a new BibTeX entry is created with each release. This PR adds a version-specific BibTeX entry, besides the existing one which is generic for the project. See version-specific BibTeX entry here: https://zenodo.org/record/481776...
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2,429
Rename QuestionAnswering template to QuestionAnsweringExtractive
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[ "> I like having \"extractive\" in the name to make things explicit. However this creates an inconsistency with transformers.\r\n> \r\n> See\r\n> https://huggingface.co/transformers/task_summary.html#extractive-question-answering\r\n> \r\n> But this is minor IMO and I'm ok with this renaming\r\n\r\nyes i chose this...
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Following the discussion with @thomwolf in #2255, this PR renames the QA template to distinguish extractive vs abstractive QA. The abstractive template will be added in a future PR.
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Add copyright info for wiki_lingua dataset
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[ "Build fails but this change should not be the reason...", "rebased on master", "rebased on master" ]
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Add copyright info to MLSUM dataset
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Saving Graph/Structured Data in Datasets
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[ "It should probably work out of the box to save structured data. If you want to show an example we can help you.", "An example of a toy dataset is like:\r\n```json\r\n[\r\n {\r\n \"name\": \"mike\",\r\n \"friends\": [\r\n \"tom\",\r\n \"lily\"\r\n ],\r\n \"arti...
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Thanks for this amazing library! And my question is I have structured data that is organized with a graph. For example, a dataset with users' friendship relations and user's articles. When I try to save a python dict in the dataset, an error occurred ``did not recognize Python value type when inferring an Arrow data ty...
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Fix Docstring Mistake: dataset vs. metric
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[ "IMO this PR is ready for review. I do not know why tests fail...", "The CI fail is unrelated to this PR, and it has been fixed on master, merging :)", "> I just have one comment: we use rouge, not rogue :p\r\n\r\nOops!", "rebased on master" ]
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PR to fix #2412
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load_from_disk and save_to_disk are not compatible with each other
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[ "Hi,\r\n\r\n`load_dataset` returns an instance of `DatasetDict` if `split` is not specified, so instead of `Dataset.load_from_disk`, use `DatasetDict.load_from_disk` to load the dataset from disk.", "Thanks it worked!", "Though I see a stream of issues open by people lost between datasets and datasets dicts so ...
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## Describe the bug load_from_disk and save_to_disk are not compatible. When I use save_to_disk to save a dataset to disk it works perfectly but given the same directory load_from_disk throws an error that it can't find state.json. looks like the load_from_disk only works on one split ## Steps to reproduce the bug ...
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add `desc` in `map` for `DatasetDict` object
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[ "The CI error is unrelated to the PR, merging", "@lhoestq, can we release this feature if you guys are planning for any patch release for Datasets. It'll slow down [#11927](https://github.com/huggingface/transformers/pull/11927) otherwise :/ ", "Sure definitely, having a discrepancy between Dataset.map and Data...
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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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Fix save_to_disk nested features order in dataset_info.json
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Fix issue https://github.com/huggingface/datasets/issues/2267 The order of the nested features matters (pyarrow limitation), but the save_to_disk method was saving the features types as JSON with `sort_keys=True`, which was breaking the order of the nested features.
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doc: fix typo HF_MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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MAX_MEMORY_DATASET_SIZE_IN_BYTES should be HF_MAX_MEMORY_DATASET_SIZE_IN_BYTES
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Updated Dataset Description
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Added Point of contact information and several other details about the dataset.
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adds license information for DailyDialog.
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[ "Thanks! Can you also add it as metadata in the YAML block at the top of the file?\r\n\r\nShould be in the form:\r\n\r\n```\r\nlicenses:\r\n- cc-by-sa-4.0\r\n```", "seems like we need to add all the other tags ? \r\n``` \r\nif error_messages:\r\n> raise ValueError(\"\\n\".join(error_messages))\r\n...
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