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4,296
Fix URL query parameters in compression hop path when streaming
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Fix #3488.
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Fix missing lz4 dependency for tests
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Currently, `lz4` is not defined as a dependency for tests. Therefore, all tests marked with `@require_lz4` are skipped.
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4,294
Fix CLI run_beam save_infos
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Currently, it raises TypeError: ``` TypeError: _download_and_prepare() got an unexpected keyword argument 'save_infos' ```
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Fix wrong map parameter name in cache docs
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The `load_from_cache` parameter of `map` should be `load_from_cache_file`.
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Add API code examples for remaining main classes
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This PR adds API code examples for the remaining functions in the Main classes. I wasn't too familiar with some of the functions (`decode_batch`, `decode_column`, `decode_example`, etc.) so please feel free to add an example of usage and I can fill in the rest :)
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Dataset Viewer issue for strombergnlp/ipm_nel : preview is empty, no error message
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[ "Hi @leondz, thanks for reporting.\r\n\r\nIndeed, the dataset viewer relies on the dataset being streamable (passing `streaming=True` to `load_dataset`). Whereas most of the datastes are streamable out of the box (thanks to our implementation of streaming), there are still some exceptions.\r\n\r\nIn particular, in ...
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### Link https://huggingface.co/datasets/strombergnlp/ipm_nel/viewer/ipm_nel/train ### Description The viewer is blank. I tried my best to emulate a dataset with a working viewer, but this one just doesn't seem to want to come up. What did I miss? ### Owner Yes
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Update README.md
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Updating readme in medmcqa dataset.
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Add missing `faiss` import to fix https://github.com/huggingface/datasets/issues/4287
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This PR fixes the issue recently mentioned in https://github.com/huggingface/datasets/issues/4287 🤗
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"NameError: name 'faiss' is not defined" on `.add_faiss_index` when `device` is not None
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[ "So I managed to solve this by adding a missing `import faiss` in the `@staticmethod` defined in https://github.com/huggingface/datasets/blob/f51b6994db27ea69261ef919fb7775928f9ec10b/src/datasets/search.py#L305, triggered from https://github.com/huggingface/datasets/blob/f51b6994db27ea69261ef919fb7775928f9ec10b/src...
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## Describe the bug When using `datasets` to calculate the FAISS indices of a dataset, the exception `NameError: name 'faiss' is not defined` is triggered when trying to calculate those on a device (GPU), so `.add_faiss_index(..., device=0)` fails with that exception. All that assuming that `datasets` is properly...
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Add Lahnda language tag
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This language is present in [Wikimedia's WIT](https://huggingface.co/datasets/wikimedia/wit_base) dataset.
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Update LexGLUE README.md
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Update the leaderboard based on the latest results presented in the ACL 2022 version of the article.
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Issues in processing very large datasets
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## Describe the bug I'm trying to add a feature called "subgraph" to CNN/DM dataset (modifications on run_summarization.py of Huggingface Transformers script) --- I'm not quite sure if I'm doing it the right way, though--- but the main problem appears when the training starts where the error ` [OSError: [Errno 12] Can...
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Fix filesystem docstring
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This PR untangles the `S3FileSystem` docstring so the [parameters](https://huggingface.co/docs/datasets/master/en/package_reference/main_classes#parameters) are properly displayed.
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Don't do unnecessary list type casting to avoid replacing None values by empty lists
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Quick question about the message in the warning. You say \"will be fixed in a future major version\" but don't you mean \"will raise an error in a future major version\"?", "Right ! Good catch, thanks, I updated the message to say ...
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In certain cases, `None` values are replaced by empty lists when casting feature types. It happens every time you cast an array of nested lists like [None, [0, 1, 2, 3]] to a different type (to change the integer precision for example). In this case you'd get [[], [0, 1, 2, 3]] for example. This issue comes from PyA...
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Remove a copy-paste sentence in dataset cards
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The non-passing tests have nothing to do with this PR." ]
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Remove the following copy-paste sentence from dataset cards: ``` We show detailed information for up to 5 configurations of the dataset. ```
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Add missing features to commonsense_qa dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@albertvillanova it adds question_concept and id which is great. I suppose we'll talk about staying true to the format on another PR. ", "Yes, let's merge this PR as it is: it adds missing features.\r\n\r\nA subsequent PR may addre...
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Fix partially #4275.
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Update minimal PyArrow version warning
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Update the minimal PyArrow version warning (should've been part of #4250).
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Add missing features to openbookqa dataset for additional config
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Let's merge this PR as it is: it adds missing features.\r\n\r\nA subsequent PR may address the request on changing the data feature structure." ]
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Fix partially #4276.
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Enable label alignment for token classification datasets
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hmm, not sure why the Windows tests are failing with:\r\n\r\n```\r\nDid not find path entry C:\\tools\\miniconda3\\bin\r\nC:\\tools\\miniconda3\\envs\\py37\\python.exe: No module named pytest\r\n```\r\n\r\nEdit: running the CI again ...
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This PR extends the `Dataset.align_labels_with_mapping()` method to support alignment of label mappings between datasets and models for token classification (e.g. NER). Example of usage: ```python from datasets import load_dataset ner_ds = load_dataset("conll2003", split="train") # returns [3, 0, 7, 0, 0, 0,...
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OpenBookQA has missing and inconsistent field names
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[ "Thanks for reporting, @vblagoje.\r\n\r\nIndeed, I noticed some of these issues while reviewing this PR:\r\n- #4259 \r\n\r\nThis is in my TODO list. ", "Ok, awesome @albertvillanova How about #4275 ?", "On the other hand, I am not sure if we should always preserve the original nested structure. I think we shoul...
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## Describe the bug OpenBookQA implementation is inconsistent with the original dataset. We need to: 1. The dataset field [question][stem] is flattened into question_stem. Unflatten it to match the original format. 2. Add missing additional fields: - 'fact1': row['fact1'], - 'humanScore': row['humanSc...
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CommonSenseQA has missing and inconsistent field names
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[ "Thanks for reporting, @vblagoje.\r\n\r\nI'm opening a PR to address this. " ]
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## Describe the bug In short, CommonSenseQA implementation is inconsistent with the original dataset. More precisely, we need to: 1. Add the dataset matching "id" field. The current dataset, instead, regenerates monotonically increasing id. 2. The [“question”][“stem”] field is flattened into "question". We sh...
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Add API code examples for IterableDataset
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This PR adds API code examples for `IterableDataset` and `IterableDatasetDicts`.
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leadboard info added for TNE
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4,272
Fix typo in logging docs
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This PR fixes #4271.
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4,271
A typo in docs of datasets.disable_progress_bar
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[ "Hi! Thanks for catching and reporting the typo, a PR has been opened to fix it :)" ]
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## Describe the bug in the docs of V2.1.0 datasets.disable_progress_bar, we should replace "enable" with "disable".
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Fix style in openbookqa dataset
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CI in PR: - #4259 was green, but after merging it to master, a code quality error appeared.
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4,269
Add license and point of contact to big_patent dataset
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Update metadata of big_patent dataset with: - license - point of contact
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error downloading bigscience-catalogue-lm-data/lm_en_wiktionary_filtered
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[ "It would help a lot to be able to preview the dataset - I'd like to see if the pronunciations are in the dataset, eg. for [\"word\"](https://en.wiktionary.org/wiki/word),\r\n\r\nPronunciation\r\n([Received Pronunciation](https://en.wikipedia.org/wiki/Received_Pronunciation)) [IPA](https://en.wiktionary.org/wiki/Wi...
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## Describe the bug Error generated when attempting to download dataset ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("bigscience-catalogue-lm-data/lm_en_wiktionary_filtered") ``` ## Expected results A clear and concise description of the expected results...
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4,267
Replace data URL in SAMSum dataset within the same repository
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Replace data URL with one in the same repository.
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4,266
Add HF Speech Bench to Librispeech Dataset Card
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Adds the HF Speech Bench to Librispeech Dataset Card in place of the Papers With Code Leaderboard. Should improve usage and visibility of this leaderboard! Wondering whether this can also be done for [Common Voice 7](https://huggingface.co/datasets/mozilla-foundation/common_voice_7_0) and [8](https://huggingface.co/dat...
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4,263
Rename imagenet2012 -> imagenet-1k
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[ "> Later we can add imagenet-21k as a new dataset if we want.\r\n\r\nisn't it what models refer to as `imagenet` already?", "> isn't it what models refer to as imagenet already?\r\n\r\nI wasn't sure, but it looks like it indeed. Therefore having a dataset `imagenet` for ImageNet 21k makes sense actually.\r\n\r\nE...
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On the Hugging Face Hub, users refer to imagenet2012 (from #4178 ) as imagenet-1k in their model tags. To correctly link models to imagenet, we should rename this dataset `imagenet-1k`. Later we can add `imagenet-21k` as a new dataset if we want. Once this one is merged we can delete the `imagenet2012` dataset...
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Add YAML tags to Dataset Card rotten tomatoes
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The dataset card for the rotten tomatoes / MR movie review dataset had some missing YAML tags. Hopefully, this also improves the visibility of this dataset now that paperswithcode and huggingface link to eachother.
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data leakage in `webis/conclugen` dataset
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[ "Hi @xflashxx, thanks for reporting.\r\n\r\nPlease note that this dataset was generated and shared by Webis Group: https://huggingface.co/webis\r\n\r\nWe are contacting the dataset owners to inform them about the issue you found. We'll keep you updated of their reply.", "i'd suggest just pinging the authors here ...
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## Describe the bug Some samples (argument-conclusion pairs) in the *training* split of the `webis/conclugen` dataset are present in both the *validation* and *test* splits, creating data leakage and distorting model results. Furthermore, all splits contain duplicate samples. ## Steps to reproduce the bug ```pyth...
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4,260
Add mr_polarity movie review sentiment classification
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[ "whoops just found https://huggingface.co/datasets/rotten_tomatoes" ]
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Add the MR (Movie Review) dataset. The original dataset contains sentences from Rotten Tomatoes labeled as either "positive" or "negative". Homepage: [https://www.cs.cornell.edu/people/pabo/movie-review-data/](https://www.cs.cornell.edu/people/pabo/movie-review-data/) paperswithcode: [https://paperswithcode.com/d...
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Fix bug in choices labels in openbookqa dataset
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This PR fixes the Bug in the openbookqa dataset as mentioned in this issue #3550. Fix #3550. cc. @lhoestq @mariosasko
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Fix/start token mask issue and update documentation
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This pr fixes a couple bugs: 1) the perplexity was calculated with a 0 in the attention mask for the start token, which was causing high perplexity scores that were not correct 2) the documentation was not updated
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Create metric card for Mahalanobis Distance
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proposing a metric card to better explain how Mahalanobis distance works (last one for now :sweat_smile:
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Create metric card for MSE
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Proposing a metric card for Mean Squared Error
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No google drive URL for pubmed_qa
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[ "_The documentation is not available anymore as the PR was closed or merged._", "CI is failing because some sections are missing in the dataset card, but this is unrelated to this PR - Merging !" ]
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I hosted the data files in https://huggingface.co/datasets/pubmed_qa. This is allowed because the data is under the MIT license. cc @stas00
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Replace data URL in SAMSum dataset and support streaming
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This PR replaces data URL in SAMSum dataset: - original host (arxiv.org) does not allow HTTP Range requests - we have hosted the data on the Hub (license: CC BY-NC-ND 4.0) Moreover, it implements support for streaming. Fix #4146. Related to: #4236. CC: @severo
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Create metric cards for mean IOU
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Proposing a metric card for mIoU :rocket: sorry for spamming you with review requests, @albertvillanova ! :hugs:
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Creating metric card for MAE
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Initial proposal for MAE metric card
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Metric card for the XTREME-S dataset
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Proposing a metric card for the XTREME-S dataset :hugs:
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Bump PyArrow Version to 6
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Fixes #4152 This PR updates the PyArrow version to 6 in setup.py, CI job files .circleci/config.yaml and .github/workflows/benchmarks.yaml files. This will fix ArrayND error which exists in pyarrow 5.
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Support streaming XGLUE dataset
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Support streaming XGLUE dataset. Fix #4247. CC: @severo
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conll2003 dataset loads original data.
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[ "Thanks for reporting @sue99.\r\n\r\nUnfortunately. I'm not able to reproduce your problem:\r\n```python\r\nIn [1]: import datasets\r\n ...: from datasets import load_dataset\r\n ...: dataset = load_dataset(\"conll2003\")\r\n\r\nIn [2]: dataset\r\nOut[2]: \r\nDatasetDict({\r\n train: Dataset({\r\n fea...
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## Describe the bug I load `conll2003` dataset to use refined data like [this](https://huggingface.co/datasets/conll2003/viewer/conll2003/train) preview, but it is original data that contains `'-DOCSTART- -X- -X- O'` text. Is this a bug or should I use another dataset_name like `lhoestq/conll2003` ? ## Steps to...
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The data preview of XGLUE
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It seems that something wrong with the data previvew of XGLUE
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Support to load dataset with TSV files by passing only dataset name
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This PR implements support to load a dataset (w/o script) containing TSV files by passing only the dataset name (no need to pass `sep='\t'`): ```python ds = load_dataset("dataset/name") ``` The refactoring allows for future builder kwargs customizations based on file extension. Related to #4238.
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Add code examples for DatasetDict
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This PR adds code examples for `DatasetDict` in the API reference :)
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task id update
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[ "Reverted the multi-input-text-classification tag from task_categories and added it as task_ids @lhoestq ", "_The documentation is not available anymore as the PR was closed or merged._" ]
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changed multi input text classification as task id instead of category
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WIP: Initial shades loading script and readme
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Update auth when mirroring datasets on the hub
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We don't need to use extraHeaders anymore for rate limits anymore. Anyway extraHeaders was not working with git LFS because it was passing the wrong auth to S3.
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NonMatchingChecksumError when attempting to download GLUE
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[ "Hi :)\r\n\r\nI think your issue may be related to the older `nlp` library. I was able to download `glue` with the latest version of `datasets`. Can you try updating with:\r\n\r\n```py\r\npip install -U datasets\r\n```\r\n\r\nThen you can download:\r\n\r\n```py\r\nfrom datasets import load_dataset\r\nds = load_data...
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## Describe the bug I am trying to download the GLUE dataset from the NLP module but get an error (see below). ## Steps to reproduce the bug ```python import nlp nlp.__version__ # '0.2.0' nlp.load_dataset('glue', name="rte", download_mode="force_redownload") ``` ## Expected results I expect the dataset to ...
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Fix yield for crd3
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[ "I don't think you need to generate new dummy data, since they're in the same format as the original data.\r\n\r\nThe CI is failing because of this error:\r\n```python\r\n> turn[\"names\"] = turn[\"NAMES\"]\r\nE TypeError: tuple indices must be integers or slices, not str...
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Modified the `_generate_examples` function to consider all the turns for a chunk id as a single example Modified the features accordingly ``` "turns": [ { "names": datasets.features.Sequence(datasets.Value("string")), "utterances": ...
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Small fixes in ROC AUC docs
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The list of use cases did not render on GitHub with the prepended spacing. Additionally, some typo's we're fixed.
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Dataset caching policy
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[ "Hi @loretoparisi, thanks for reporting.\r\n\r\nThere is an option to force the redownload of the data files (and thus not using previously download and cached data files): `load_dataset(..., download_mode=\"force_redownload\")`.\r\n\r\nPlease, let me know if this fixes your problem.\r\n\r\nI can confirm you that y...
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## Describe the bug I cannot clean cache of my datasets files, despite I have updated the `csv` files on the repository [here](https://huggingface.co/datasets/loretoparisi/tatoeba-sentences). The original file had a line with bad characters, causing the following error ``` [/usr/local/lib/python3.7/dist-packages/d...
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Common Voice 8 doesn't show datasets viewer
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[ "Thanks for reporting. I understand it's an error in the dataset script. To reproduce:\r\n\r\n```python\r\n>>> import datasets as ds\r\n>>> split_names = ds.get_dataset_split_names(\"mozilla-foundation/common_voice_8_0\", use_auth_token=\"**********\")\r\nDownloading builder script: 100%|███████████████████████████...
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https://huggingface.co/datasets/mozilla-foundation/common_voice_8_0
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Replace data URL in big_patent dataset and support streaming
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I first uploaded the data files to the Hub: I think it is a good option because we have git lfs to track versions and changes. Moreover people will be able to make PRs to propose updates on the data files.\r\n- I would have preferred...
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This PR replaces the Google Drive URL with by our Hub one, once the data owners have approved to host their data on the Hub. Moreover, this PR makes the dataset streamable. Fix #4217.
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How to load VERY LARGE dataset?
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[ "The `Trainer` support `IterableDataset`, not just datasets." ]
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### System Info ```shell I am using transformer trainer while meeting the issue. The trainer requests torch.utils.data.Dataset as input, which loads the whole dataset into the memory at once. Therefore, when the dataset is too large to load, there's nothing I can do except using IterDataset, which loads samples of da...
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Autoeval config
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Added autoeval config to imdb as pilot
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Autoeval
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4233). All of your documentation changes will be reflected on that endpoint." ]
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adding new tag to tasks.json and modified for existing datasets
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[ "_The documentation is not available anymore as the PR was closed or merged._", "closing in favor of https://github.com/huggingface/datasets/pull/4244" ]
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Fix invalid url to CC-Aligned dataset
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The CC-Aligned dataset url has changed to https://data.statmt.org/cc-aligned/, the old address http://www.statmt.org/cc-aligned/ is no longer valid
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Why the `conll2003` dataset on huggingface only contains the `en` subset? Where is the German data?
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[ "Thanks for reporting @beyondguo.\r\n\r\nIndeed, we generate this dataset from this raw data file URL: https://data.deepai.org/conll2003.zip\r\nAnd that URL only contains the English version." ]
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![image](https://user-images.githubusercontent.com/37113676/165416606-96b5db18-b16c-4b6b-928c-de8620fd943e.png) But on huggingface datasets: ![image](https://user-images.githubusercontent.com/37113676/165416649-8fd77980-ca0d-43f0-935e-f398ba8323a4.png) Where is the German data?
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new task tag
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multi-input-text-classification tag for classification datasets that take more than one input
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new task tag
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multi-input-text-classification tag for classification datasets that take more than one input
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Add f1 metric card, update docstring in py file
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Add pearsonr mc, update functionality to match the original docs
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- adds pearsonr metric card - adds ability to return p-value - p-value was mentioned in the original docs as a return value, but there was no option to return it. I updated the _compute function slightly to have an option to return the p-value.
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add train eval index for autoeval
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add train eval index for autoeval
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Add Accuracy Metric Card
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- adds accuracy metric card - updates docstring in accuracy.py - adds .json file with metric card and docstring information
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Fix description links in dataset cards
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I noticed many links were not properly displayed (only text, no link) on the Hub because of wrong syntax, e.g.: https://huggingface.co/datasets/big_patent This PR fixes all description links in dataset cards.
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Dictionary Feature
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[ "Hi @jordiae,\r\n\r\nInstead of the `Sequence` feature, you can use just a regular list: put the dict between `[` and `]`:\r\n```python\r\n\"list_of_dict_feature\": [\r\n {\r\n \"key1_in_dict\": datasets.Value(\"string\"),\r\n \"key2_in_dict\": datasets.Value(\"int32\"),\r\n ...\r\n }\r\n...
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Hi, I'm trying to create the loading script for a dataset in which one feature is a list of dictionaries, which afaik doesn't fit very well the values and structures supported by Value and Sequence. Is there any suggested workaround, am I missing something? Thank you in advance.
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Altered faiss installation comment
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4220). All of your documentation changes will be reflected on that endpoint.", "Hi ! Can you explain why this change is needed ?", "Facebook recommends installing FAISS using conda (https://github.com/facebookresearch/faiss/b...
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Add F1 Metric Card
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Make code for image downloading from image urls cacheable
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Fix #4199
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Big_Patent dataset broken
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[ "Thanks for reporting. The issue seems not to be directly related to the dataset viewer or the `datasets` library, but instead to it being hosted on Google Drive.\r\n\r\nSee related issues: https://github.com/huggingface/datasets/issues?q=is%3Aissue+is%3Aopen+drive.google.com\r\n\r\nTo quote [@lhoestq](https://gith...
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## Dataset viewer issue for '*big_patent*' **Link:** *[link to the dataset viewer page](https://huggingface.co/datasets/big_patent/viewer/all/train)* *Unable to view because it says FileNotFound, also cannot download it through the python API* Am I the one who added this dataset ? No
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Avoid recursion error in map if example is returned as dict value
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I noticed this bug while answering [this question](https://discuss.huggingface.co/t/correct-way-to-create-a-dataset-from-a-csv-file/15686/11?u=mariosasko). This code replicates the bug: ```python from datasets import Dataset dset = Dataset.from_dict({"en": ["aa", "bb"], "fr": ["cc", "dd"]}) dset.map(lambda ex: ...
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Add `drop_last_batch` to `IterableDataset.map`
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Addresses this comment: https://github.com/huggingface/datasets/pull/3801#pullrequestreview-901736921
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Skip checksum computation in Imagefolder by default
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Avoids having to set `ignore_verifications=True` in `load_dataset("imagefolder", ...)` to skip checksum verification and speed up loading. The user can still pass `DownloadConfig(record_checksums=True)` to not skip this part.
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ETT time series dataset
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Ready for review.
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[Common Voice] Make sure bytes are correctly deleted if `path` exists
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`path` should be set to local path inside audio feature if exist so that bytes can correctly be deleted.
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DatasetDict containing Datasets with different features when pushed to hub gets remapped features
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Hi there, I am trying to load a dataset to the Hub. This dataset is a `DatasetDict` composed of various splits. Some splits have a different `Feature` mapping. Locally, the DatasetDict preserves the individual features but if I `push_to_hub` and then `load_dataset`, the features are all the same. Dataset and code...
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TypeError: Cannot cast array data from dtype('O') to dtype('int64') according to the rule 'safe'
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[ "Hi! Casting class labels from strings is currently not supported in the CSV loader, but you can get the same result with an additional map as follows:\r\n```python\r\nfrom datasets import load_dataset,Features,Value,ClassLabel\r\nclass_names = [\"cmn\",\"deu\",\"rus\",\"fra\",\"eng\",\"jpn\",\"spa\",\"ita\",\"kor\...
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### System Info ```shell - `transformers` version: 4.18.0 - Platform: Linux-5.4.144+-x86_64-with-Ubuntu-18.04-bionic - Python version: 3.7.13 - Huggingface_hub version: 0.5.1 - PyTorch version (GPU?): 1.10.0+cu111 (True) - Tensorflow version (GPU?): 2.8.0 (True) - Flax version (CPU?/GPU?/TPU?): not installed ...
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Add CMU MoCap Dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4208). All of your documentation changes will be reflected on that endpoint.", "- Updated the readme.\r\n- Added dummy_data.zip and ran the all the tests.\r\n\r\nThe dataset works for \"asf/amc\" and \"avi\" formats which have ...
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Resolves #3457 Dataset Request : Add CMU Graphics Lab Motion Capture dataset [#3457](https://github.com/huggingface/datasets/issues/3457) This PR adds the CMU MoCap Dataset. The authors didn't respond even after multiple follow ups, so I ended up crawling the website to get categories, subcategories and descrip...
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[Minor edit] Fix typo in class name
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Typo: `datasets.DatsetDict` -> `datasets.DatasetDict`
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Add Nerval Metric
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This PR adds readme.md and ner_val.py to metrics. Nerval is a python package that helps evaluate NER models. It creates classification report and confusion matrix at entity level.
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Fix `convert_file_size_to_int` for kilobits and megabits
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Minor change to fully align this function with the recent change in Transformers (https://github.com/huggingface/transformers/pull/16891)
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Add Recall Metric Card
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What this PR mainly does: - add metric card for recall metric - update docs in recall python file Note: I've also included a .json file with all of the metric card information. I've started compiling the relevant information in this type of .json files, and then using a script I wrote to generate the formatted met...
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Add Precision Metric Card
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What this PR mainly does: - add metric card for precision metric - update docs in precision python file Note: I've also included a .json file with all of the metric card information. I've started compiling the relevant information in this type of .json files, and then using a script I wrote to generate the formatt...
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Fix some type annotation in doc
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Update GH template for dataset viewer issues
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Update template to use new issue forms instead. With this PR we can check if this new feature is useful for us. Once validated, we can update the other templates. CC: @severo
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Add to docs how to load from local script
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This option was missing from the docs guide (it was only explained in the docstring of `load_dataset`). Although this is an infrequent use case, there might be some users interested in it. Related to #4192 CC: @stevhliu
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Cache miss during reload for datasets using image fetch utilities through map
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[ "Hi ! Maybe one of the objects in the function is not deterministic across sessions ? You can read more about it and how to investigate here: https://huggingface.co/docs/datasets/about_cache", "Hi @apsdehal! Can you verify that replacing\r\n```python\r\ndef fetch_single_image(image_url, timeout=None, retries=0):\...
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## Describe the bug It looks like that result of `.map` operation dataset are missing the cache when you reload the script and always run from scratch. In same interpretor session, they are able to find the cache and reload it. But, when you exit the interpretor and reload it, the downloading starts from scratch. ...
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There is no dataset
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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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Add remove_columns=True
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Any reason why we can't just do `[inputs.copy()]` in this line for in-place operations to not have effects anymore:\r\nhttps://github.com/huggingface/datasets/blob/bf432011ff9155a5bc16c03956bc63e514baf80d/src/datasets/arrow_dataset.p...
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This should fix all the issue we have with in place operations in mapping functions. This is crucial as where we do some weird things like: ``` def apply(batch): batch_size = len(batch["id"]) batch["text"] = ["potato" for _ range(batch_size)] return {} # Columns are: {"id": int} dset.map(apply, bat...
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Embed image and audio files in `save_to_disk`
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Following https://github.com/huggingface/datasets/pull/4184, currently a dataset saved using `save_to_disk` doesn't actually contain the bytes of the image or audio files. Instead it stores the path to your local files. Adding `embed_external_files` and set it to True by default to save_to_disk would be kind of a b...
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Support lists of multi-dimensional numpy arrays
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4194). All of your documentation changes will be reflected on that endpoint." ]
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Fix #4191. CC: @SaulLu
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Document save_to_disk and push_to_hub on images and audio files
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Good catch, I updated the docstrings" ]
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Following https://github.com/huggingface/datasets/pull/4187, I explained in the documentation of `save_to_disk` and `push_to_hub` how they handle image and audio data.
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load_dataset can't load local dataset,Unable to find ...
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[ "Hi! :)\r\n\r\nI believe that should work unless `dataset_infos.json` isn't actually a dataset. For Hugging Face datasets, there is usually a file named `dataset_infos.json` which contains metadata about the dataset (eg. the dataset citation, license, description, etc). Can you double-check that `dataset_infos.json...
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Traceback (most recent call last): File "/home/gs603/ahf/pretrained/model.py", line 48, in <module> dataset = load_dataset("json",data_files="dataset/dataset_infos.json") File "/home/gs603/miniconda3/envs/coderepair/lib/python3.7/site-packages/datasets/load.py", line 1675, in load_dataset **config_kwa...
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