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959,021,262
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2,751
Update metadata for wikihow dataset
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2021-08-03T11:31:57Z
2021-08-03T15:52:09Z
2021-08-03T15:52:09Z
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Update metadata for wikihow dataset: - Remove leading new line character in description and citation - Update metadata JSON - Remove no longer necessary `urls_checksums/checksums.txt` file Related to #2748.
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2,750
Second concatenation of datasets produces errors
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2021-08-03T10:47:04Z
2022-01-19T14:23:43Z
2022-01-19T14:19:05Z
NONE
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Hi, I am need to concatenate my dataset with others several times, and after I concatenate it for the second time, the features of features (e.g. tags names) are collapsed. This hinders, for instance, the usage of tokenize function with `data.map`. ``` from datasets import load_dataset, concatenate_datasets d...
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2,749
Raise a proper exception when trying to stream a dataset that requires to manually download files
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2021-08-03T10:26:27Z
2021-08-09T08:53:35Z
2021-08-04T11:36:30Z
COLLABORATOR
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## Describe the bug At least for 'reclor', 'telugu_books', 'turkish_movie_sentiment', 'ubuntu_dialogs_corpus', 'wikihow', trying to `load_dataset` in streaming mode raises a `TypeError` without any detail about why it fails. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = ...
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Generate metadata JSON for wikihow dataset
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2021-08-03T08:55:40Z
2021-08-03T10:17:51Z
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Related to #2743.
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add multi-proc in `to_json`
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2021-08-03T08:30:13Z
2021-10-19T18:24:21Z
2021-09-13T13:56:37Z
CONTRIBUTOR
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Closes #2663. I've tried adding multiprocessing in `to_json`. Here's some benchmarking I did to compare the timings of current version (say v1) and multi-proc version (say v2). I did this with `cpu_count` 4 (2015 Macbook Air) 1. Dataset name: `ascent_kb` - 8.9M samples (all samples were used, reporting this for a si...
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Cannot load `few-nerd` dataset
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2021-08-02T22:18:57Z
2021-11-16T08:51:34Z
2021-08-03T19:45:43Z
NONE
null
null
null
null
## Describe the bug Cannot load `few-nerd` dataset. ## Steps to reproduce the bug ```python from datasets import load_dataset load_dataset('few-nerd', 'supervised') ``` ## Actual results Executing above code will give the following error: ``` Using the latest cached version of the module from /Users...
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added semeval18_emotion_classification dataset
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2021-08-02T15:39:55Z
2021-10-29T09:22:05Z
2021-09-21T09:48:35Z
CONTRIBUTOR
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I added the data set of SemEval 2018 Task 1 (Subtask 5) for emotion detection in three languages. ``` datasets-cli test datasets/semeval18_emotion_classification/ --save_infos --all_configs RUN_SLOW=1 pytest tests/test_dataset_common.py::LocalDatasetTest::test_load_real_dataset_semeval18_emotion_classification ...
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Fix key by recreating metadata JSON for journalists_questions dataset
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Close #2743.
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Dataset JSON is incorrect
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2021-08-02T13:01:26Z
2021-08-03T10:06:57Z
2021-08-03T09:25:33Z
COLLABORATOR
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## Describe the bug The JSON file generated for https://github.com/huggingface/datasets/blob/573f3d35081cee239d1b962878206e9abe6cde91/datasets/journalists_questions/journalists_questions.py is https://github.com/huggingface/datasets/blob/573f3d35081cee239d1b962878206e9abe6cde91/datasets/journalists_questions/dataset...
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Improve detection of streamable file types
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2021-08-02T12:55:09Z
2021-11-12T17:18:10Z
2021-11-12T17:18:10Z
COLLABORATOR
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**Is your feature request related to a problem? Please describe.** ```python from datasets import load_dataset_builder from datasets.utils.streaming_download_manager import StreamingDownloadManager builder = load_dataset_builder("journalists_questions", name="plain_text") builder._split_generators(StreamingDownl...
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Add Hypersim dataset
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2021-08-02T10:06:50Z
2021-12-08T12:06:51Z
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CONTRIBUTOR
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## Adding a Dataset - **Name:** Hypersim - **Description:** photorealistic synthetic dataset for holistic indoor scene understanding - **Paper:** *link to the dataset paper if available* - **Data:** https://github.com/apple/ml-hypersim Instructions to add a new dataset can be found [here](https://github.com/hugg...
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Update release instructions
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Update release instructions.
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Pass tokenize to sacrebleu only if explicitly passed by user
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Next `sacrebleu` release (v2.0.0) will remove `sacrebleu.DEFAULT_TOKENIZER`: https://github.com/mjpost/sacrebleu/pull/152/files#diff-2553a315bb1f7e68c9c1b00d56eaeb74f5205aeb3a189bc3e527b122c6078795L17-R15 This PR passes `tokenize` to `sacrebleu` only if explicitly passed by the user, otherwise it will not pass it (a...
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Sunbird AI Ugandan low resource language dataset
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2021-08-01T15:18:00Z
2022-10-03T09:37:30Z
2022-10-03T09:37:30Z
NONE
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Multi-way parallel text corpus of 5 key Ugandan languages for the task of machine translation.
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2021-07-30T23:53:08Z
2021-09-22T10:47:41Z
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With the latest release of [sacrebleu](https://github.com/mjpost/sacrebleu), `datasets.metrics.sacrebleu` is broken, and getting error. AttributeError: module 'sacrebleu' has no attribute 'DEFAULT_TOKENIZER' this happens since in new version of sacrebleu there is no `DEFAULT_TOKENIZER`, but sacrebleu.py tries...
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Add Microsoft Building Footprints dataset
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2021-07-30T16:17:08Z
2021-12-08T12:09:03Z
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MEMBER
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## Adding a Dataset - **Name:** Microsoft Building Footprints - **Description:** With the goal to increase the coverage of building footprint data available as open data for OpenStreetMap and humanitarian efforts, we have released millions of building footprints as open data available to download free of charge. - *...
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Add Open Buildings dataset
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## Adding a Dataset - **Name:** Open Buildings - **Description:** A dataset of building footprints to support social good applications. Building footprints are useful for a range of important applications, from population estimation, urban planning and humanitarian response, to environmental and climate science....
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This code was failing because the parquet extension wasn't recognized: ```python from datasets import load_dataset base_url = "https://storage.googleapis.com/huggingface-nlp/cache/datasets/wikipedia/20200501.en/1.0.0/" data_files = {"train": base_url + "wikipedia-train.parquet"} wiki = load_dataset("parquet", da...
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Updated TTC4900 Dataset
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2021-07-30T11:52:14Z
2021-07-30T16:00:51Z
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- The source address of the TTC4900 dataset of [@savasy](https://github.com/savasy) has been updated for direct download. - Updated readme.
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Adding to_tf_dataset method
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2021-07-29T18:10:25Z
2021-09-16T13:50:54Z
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Oh my **god** do not merge this yet, it's just a draft. I've added a method (via a mixin) to the `arrow_dataset.Dataset` class that automatically converts our Dataset classes to TF Dataset classes ready for training. It hopefully has most of the features we want, including streaming from disk (no need to load the wh...
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Update CommonVoice with new release
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2021-07-29T15:59:59Z
2021-08-07T16:19:19Z
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## Adding a Dataset - **Name:** CommonVoice mid-2021 release - **Description:** more data in CommonVoice: Languages that have increased the most by percentage are Thai (almost 20x growth, from 12 hours to 250 hours), Luganda (almost 9x growth, from 8 to 80), Esperanto (7x growth, from 100 to 840), and Tamil (almost 8...
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Fix IndexError while loading Arabic Billion Words dataset
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2021-07-29T14:47:02Z
2021-07-30T13:03:55Z
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Catch `IndexError` and ignore that record. Close #2727.
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Concurrent use of same dataset (already downloaded)
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2021-07-29T14:18:38Z
2021-08-02T07:25:57Z
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## Describe the bug When launching several jobs at the same time loading the same dataset trigger some errors see (last comments). ## Steps to reproduce the bug export HF_DATASETS_CACHE=/gpfswork/rech/toto/datasets for MODEL in "bert-base-uncased" "roberta-base" "distilbert-base-cased"; do # "bert-base-uncased" ...
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Error in loading the Arabic Billion Words Corpus
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2021-07-29T12:53:09Z
2021-07-30T13:03:55Z
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CONTRIBUTOR
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## Describe the bug I get `IndexError: list index out of range` when trying to load the `Techreen` and `Almustaqbal` configs of the dataset. ## Steps to reproduce the bug ```python load_dataset("arabic_billion_words", "Techreen") load_dataset("arabic_billion_words", "Almustaqbal") ``` ## Expected results Th...
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Typo fix `tokenize_exemple`
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2021-07-29T10:03:37Z
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There is a small typo in the main README.md
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Pass use_auth_token to request_etags
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2021-07-28T16:13:29Z
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Fix #2724.
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404 Error when loading remote data files from private repo
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2021-07-28T14:24:23Z
2021-07-29T04:58:49Z
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MEMBER
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## Describe the bug When loading remote data files from a private repo, a 404 error is raised. ## Steps to reproduce the bug ```python url = hf_hub_url("lewtun/asr-preds-test", "preds.jsonl", repo_type="dataset") dset = load_dataset("json", data_files=url, use_auth_token=True) # HTTPError: 404 Client Error: Not...
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2,723
Fix en subset by modifying dataset_info with correct validation infos
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2021-07-28T13:36:19Z
2021-07-28T15:22:23Z
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- Related to: #2682 We correct the values of `en` subset concerning the expected validation values (both `num_bytes` and `num_examples`. Instead of having: `{"name": "validation", "num_bytes": 828589180707, "num_examples": 364868892, "dataset_name": "c4"}` We replace with correct values: `{"name": "vali...
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Missing cache file
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2021-07-28T03:52:07Z
2022-03-21T08:27:51Z
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Strangely missing cache file after I restart my program again. `glue_dataset = datasets.load_dataset('glue', 'sst2')` `FileNotFoundError: [Errno 2] No such file or directory: /Users/chris/.cache/huggingface/datasets/glue/sst2/1.0.0/dacbe3125aa31d7f70367a07a8a9e72a5a0bfeb5fc42e75c9db75b96d6053ad/dataset_info.json...
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Deal with the bad check in test_load.py
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2021-07-27T20:23:23Z
2021-07-28T09:58:34Z
2021-07-28T08:53:18Z
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This PR removes a check that's been added in #2684. My intention with this check was to capture an URL in the error message, but instead, it captures a substring of the previous regex match in the test function. Another option would be to replace this check with: ```python m_paths = re.findall(r"\S*_dummy/_dummy.py\b...
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fix: 🐛 fix two typos
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2021-07-27T15:50:17Z
2021-07-27T18:38:17Z
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Use ETag in streaming mode to detect resource updates
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2021-07-27T14:17:09Z
2021-10-22T09:36:08Z
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**Is your feature request related to a problem? Please describe.** I want to cache data I generate from processing a dataset I've loaded in streaming mode, but I've currently no way to know if the remote data has been updated or not, thus I don't know when to invalidate my cache. **Describe the solution you'd lik...
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New documentation structure
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2021-07-26T23:15:13Z
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Organize Datasets documentation into four documentation types to improve clarity and discoverability of content. **Content to add in the very short term (feel free to add anything I'm missing):** - A discussion on why Datasets uses Arrow that includes some context and background about why we use Arrow. Would also b...
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Fix shuffle on IterableDataset that disables batching in case any functions were mapped
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2021-07-26T14:42:22Z
2021-07-26T18:04:14Z
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Made a very minor change to fix the issue#2716. Added the missing argument in the constructor call. As discussed in the bug report, the change is made to prevent the `shuffle` method call from resetting the value of `batched` attribute in `MappedExamplesIterable` Fix #2716.
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Calling shuffle on IterableDataset will disable batching in case any functions were mapped
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2021-07-26T13:24:59Z
2021-07-26T18:04:43Z
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When using dataset in streaming mode, if one applies `shuffle` method on the dataset and `map` method for which `batched=True` than the batching operation will not happen, instead `batched` will be set to `False` I did RCA on the dataset codebase, the problem is emerging from [this line of code](https://github.com/h...
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Update PAN-X data URL in XTREME dataset
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Related to #2710, #2691.
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add more precise information for size
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2021-07-26T07:11:03Z
2021-07-26T09:16:25Z
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For the import into ELG, we would like a more precise description of the size of the dataset, instead of the current size categories. The size can be expressed in bytes, or any other preferred size unit. As suggested in the slack channel, perhaps this could be computed with a regex for existing datasets.
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Enumerate all ner_tags values in WNUT 17 dataset
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This PR does: - Enumerate all ner_tags in dataset card Data Fields section - Add all metadata tags to dataset card Close #2709.
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Update WikiANN data URL
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2021-07-23T16:29:21Z
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WikiANN data source URL is no longer accessible: 404 error from Dropbox. We have decided to host it at Hugging Face. This PR updates the data source URL, the metadata JSON file and the dataset card. Close #2691.
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Missing documentation for wnut_17 (ner_tags)
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2021-07-23T12:25:32Z
2021-07-26T09:30:55Z
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On the info page of the wnut_17 data set (https://huggingface.co/datasets/wnut_17), the model output of ner-tags is only documented for these 5 cases: `ner_tags: a list of classification labels, with possible values including O (0), B-corporation (1), I-corporation (2), B-creative-work (3), I-creative-work (4).` ...
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QASC: incomplete training set
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2021-07-22T21:59:44Z
2021-07-23T13:30:07Z
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CONTRIBUTOR
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## Describe the bug The training instances are not loaded properly. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("qasc", script_version='1.10.2') def load_instances(split): instances = dataset[split] print(f"split: {split} - size: {len(instanc...
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404 Not Found Error when loading LAMA dataset
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2021-07-22T15:52:33Z
2021-07-26T14:29:07Z
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The [LAMA](https://huggingface.co/datasets/viewer/?dataset=lama) probing dataset is not available for download: Steps to Reproduce: 1. `from datasets import load_dataset` 2. `dataset = load_dataset('lama', 'trex')`. Results: `FileNotFoundError: Couldn't find file locally at lama/lama.py, or remotely ...
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404 not found error on loading WIKIANN dataset
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2021-07-22T09:55:50Z
2021-07-23T08:07:32Z
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## Describe the bug Unable to retreive wikiann English dataset ## Steps to reproduce the bug ```python from datasets import list_datasets, load_dataset, list_metrics, load_metric WIKIANN = load_dataset("wikiann","en") ``` ## Expected results Colab notebook should display successful download status ## Act...
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Fix pick default config name message
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The error message to tell which config name to load is not displayed. This is because in the code it was considering the config kwargs to be non-empty, which is a special case for custom configs created on the fly. It appears after this change: https://github.com/huggingface/datasets/pull/2659 I fixed that by ma...
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Bad message when config name is missing
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2021-07-22T09:47:23Z
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When loading a dataset that have several configurations, we expect to see an error message if the user doesn't specify a config name. However in `datasets` 1.10.0 and 1.10.1 it doesn't show the right message: ```python import datasets datasets.load_dataset("glue") ``` raises ```python AttributeError: 'Bui...
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Update BibTeX entry.
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Fix download_mode docstrings
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Fix `download_mode` docstrings.
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from datasets import Dataset is failing
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## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python # Sample code to reproduce the bug from datasets import Dataset ``` ## Expected results A clear and concise description of the expected results. ## Actual results Specify the actual results or...
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cannot combine splits merging and streaming?
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this does not work: `dataset = datasets.load_dataset('mc4','iw',split='train+validation',streaming=True)` with error: `ValueError: Bad split: train+validation. Available splits: ['train', 'validation']` these work: `dataset = datasets.load_dataset('mc4','iw',split='train+validation')` `dataset = datasets.load_d...
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Ignore empty batch when writing
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This prevents an schema update with unknown column types, as reported in #2644. This is my first attempt at fixing the issue. I tested the following: - First batch returned by a batched map operation is empty. - An intermediate batch is empty. - `python -m unittest tests.test_arrow_writer` passes. However, `ar...
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Fix import on Colab
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Fix #2695, fix #2700.
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Add support for disable_progress_bar on Windows
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This PR is a continuation of #2667 and adds support for `utils.disable_progress_bar()` on Windows when using multiprocessing. This [answer](https://stackoverflow.com/a/6596695/14095927) on SO explains it nicely why the current approach (with calling `utils.is_progress_bar_enabled()` inside `Dataset._map_single`) would ...
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Cannot import load_dataset on Colab
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## Describe the bug Got tqdm concurrent module not found error during importing load_dataset from datasets. ## Steps to reproduce the bug Here [colab notebook](https://colab.research.google.com/drive/1pErWWnVP4P4mVHjSFUtkePd8Na_Qirg4?usp=sharing) to reproduce the error On colab: ```python !pip install dataset...
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fix: 🐛 change string format to allow copy/paste to work in bash
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Before: copy/paste resulted in an error because the square bracket characters `[]` are special characters in bash
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Fix OSCAR Esperanto
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The Esperanto part (original) of OSCAR has the wrong number of examples: ```python from datasets import load_dataset raw_datasets = load_dataset("oscar", "unshuffled_original_eo") ``` raises ```python NonMatchingSplitsSizesError: [{'expected': SplitInfo(name='train', num_bytes=314188336, num_examples=121171, da...
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Update BibTeX entry
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2,691
xtreme / pan-x cannot be downloaded
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2021-07-21T14:18:05Z
2021-07-26T09:34:22Z
2021-07-26T09:34:22Z
COLLABORATOR
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## Describe the bug Dataset xtreme / pan-x cannot be loaded Seems related to https://github.com/huggingface/datasets/pull/2326 ## Steps to reproduce the bug ```python dataset = load_dataset("xtreme", "PAN-X.fr") ``` ## Expected results Load the dataset ## Actual results ``` FileNotFoundError:...
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Docs details
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2021-07-21T10:43:14Z
2021-07-27T18:40:54Z
2021-07-27T18:40:54Z
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Some comments here: - the code samples assume the expected libraries have already been installed. Maybe add a section at start, or add it to every code sample. Something like `pip install datasets transformers torch 'datasets[streaming]'` (maybe just link to https://huggingface.co/docs/datasets/installation.html + ...
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2,689
cannot save the dataset to disk after rename_column
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2021-07-21T08:13:40Z
2025-02-11T23:23:17Z
2021-07-21T13:11:04Z
CONTRIBUTOR
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## Describe the bug If you use `rename_column` and do no other modification, you will be unable to save the dataset using `save_to_disk` ## Steps to reproduce the bug ```python # Sample code to reproduce the bug In [1]: from datasets import Dataset, load_from_disk In [5]: dataset=Dataset.from_dict({'foo': [0]})...
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hebrew language codes he and iw should be treated as aliases
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2021-07-20T23:13:52Z
2021-07-21T16:34:53Z
2021-07-21T16:34:53Z
NONE
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https://huggingface.co/datasets/mc4 not listed when searching for hebrew datasets (he) as it uses the older language code iw, preventing discoverability.
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Minor documentation fix
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2021-07-20T17:43:23Z
2021-07-21T13:04:55Z
2021-07-21T13:04:55Z
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Currently, [Writing a dataset loading script](https://huggingface.co/docs/datasets/add_dataset.html) page has a small error. A link to `matinf` dataset in [_Dataset scripts of reference_](https://huggingface.co/docs/datasets/add_dataset.html#dataset-scripts-of-reference) section actually leads to `xsquad`, instead. Thi...
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Fix bad config ids that name cache directories
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`data_dir=None` was considered a dataset config parameter, hence creating a special config_id for all dataset being loaded. Since the config_id is used to name the cache directories, this leaded to datasets being regenerated for users. I fixed this by ignoring the value of `data_dir` when it's `None` when computing...
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Fix Blog Authorship Corpus dataset
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2021-07-20T15:44:50Z
2021-07-21T13:11:58Z
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This PR: - Update the JSON metadata file, which previously was raising a `NonMatchingSplitsSizesError` - Fix the codec of the data files (`latin_1` instead of `utf-8`), which previously was raising ` UnicodeDecodeError` for some files Close #2679.
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Print absolute local paths in load_dataset error messages
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2021-07-20T15:28:28Z
2021-07-22T20:48:19Z
2021-07-22T14:01:10Z
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Use absolute local paths in the error messages of `load_dataset` as per @stas00's suggestion in https://github.com/huggingface/datasets/pull/2500#issuecomment-874891223
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Cache directories changed due to recent changes in how config kwargs are handled
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2021-07-20T14:37:57Z
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MEMBER
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Since #2659 I can see weird cache directory names with hashes in the config id, even though no additional config kwargs are passed. For example: ```python from datasets import load_dataset_builder c4_builder = load_dataset_builder("c4", "en") print(c4_builder.cache_dir) # /Users/quentinlhoest/.cache/huggingfac...
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Fix c4 expected files
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Some files were not registered in the list of expected files to download Fix https://github.com/huggingface/datasets/issues/2677
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948,708,645
MDU6SXNzdWU5NDg3MDg2NDU=
2,681
5 duplicate datasets
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2021-07-20T14:25:00Z
2021-07-20T15:44:17Z
2021-07-20T15:44:17Z
COLLABORATOR
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## Describe the bug In 5 cases, I could find a dataset on Paperswithcode which references two Hugging Face datasets as dataset loaders. They are: - https://paperswithcode.com/dataset/multinli -> https://huggingface.co/datasets/multi_nli and https://huggingface.co/datasets/multi_nli_mismatch <img width="838...
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2,680
feat: 🎸 add paperswithcode id for qasper dataset
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2021-07-20T13:22:29Z
2021-07-20T14:04:10Z
2021-07-20T14:04:10Z
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The reverse reference exists on paperswithcode: https://paperswithcode.com/dataset/qasper
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Cannot load the blog_authorship_corpus due to codec errors
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2021-07-20T10:13:20Z
2021-07-21T17:02:21Z
2021-07-21T13:11:58Z
NONE
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## Describe the bug A codec error is raised while loading the blog_authorship_corpus. ## Steps to reproduce the bug ``` from datasets import load_dataset raw_datasets = load_dataset("blog_authorship_corpus") ``` ## Expected results Loading the dataset without errors. ## Actual results An error simila...
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948,471,222
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2,678
Import Error in Kaggle notebook
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2021-07-20T09:28:38Z
2021-07-21T13:59:26Z
2021-07-21T13:03:02Z
NONE
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## Describe the bug Not able to import datasets library in kaggle notebooks ## Steps to reproduce the bug ```python !pip install datasets import datasets ``` ## Expected results No such error ## Actual results ``` ImportError Traceback (most recent call last) <ipython-inp...
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948,429,788
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Error when downloading C4
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2021-07-20T08:37:30Z
2021-07-20T14:41:31Z
2021-07-20T14:38:10Z
NONE
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Hi, I am trying to download `en` corpus from C4 dataset. However, I get an error caused by validation files download (see image). My code is very primitive: `datasets.load_dataset('c4', 'en')` Is this a bug or do I have some configurations missing on my server? Thanks! <img width="1014" alt="Снимок экрана 2...
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Increase json reader block_size automatically
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2021-07-19T14:51:14Z
2021-07-19T17:51:39Z
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Currently some files can't be read with the default parameters of the JSON lines reader. For example this one: https://huggingface.co/datasets/thomwolf/codeparrot/resolve/main/file-000000000006.json.gz raises a pyarrow error: ```python ArrowInvalid: straddling object straddles two block boundaries (try to increa...
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Parallelize ETag requests
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2021-07-19T13:30:42Z
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Since https://github.com/huggingface/datasets/pull/2628 we use the ETag or the remote data files to compute the directory in the cache where a dataset is saved. This is useful in order to reload the dataset from the cache only if the remote files haven't changed. In this I made the ETag requests parallel using multi...
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Fix sacrebleu parameter name
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2021-07-19T07:07:26Z
2021-07-19T08:07:03Z
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DONE: - Fix parameter name: `smooth` to `smooth_method`. - Improve kwargs description. - Align docs on using a metric. - Add example of passing additional arguments in using metrics. Related to #2669.
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Fix potential DuplicatedKeysError in SQuAD
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2021-07-19T06:08:00Z
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DONE: - Fix potential DiplicatedKeysError by ensuring keys are unique. - Align examples in the docs with SQuAD code. We should promote as a good practice, that the keys should be programmatically generated as unique, instead of read from data (which might be not unique).
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Fix potential DuplicatedKeysError in LibriSpeech
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DONE: - Fix unnecessary path join. - Fix potential DiplicatedKeysError by ensuring keys are unique. We should promote as a good practice, that the keys should be programmatically generated as unique, instead of read from data (which might be not unique).
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Mesinesp development and training data sets have been added.
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https://zenodo.org/search?page=1&size=20&q=mesinesp, Mesinesp has Medical Semantic Indexed records in Spanish. Indexing is done using DeCS codes, a sort of Spanish equivalent to MeSH terms. The Mesinesp (Spanish BioASQ track, see https://temu.bsc.es/mesinesp) development set has a total of 750 records. The Mesinesp ...
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Using sharding to parallelize indexing
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2021-07-18T21:26:26Z
2021-10-07T13:33:25Z
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CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** Creating an elasticsearch index on large dataset could be quite long and cannot be parallelized on shard (the index creation is colliding) **Describe the solution you'd like** When working on dataset shards, if an index already exists, its mapping ...
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Metric kwargs are not passed to underlying external metric f1_score
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CONTRIBUTOR
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## Describe the bug When I want to use F1 score with average="min", this keyword argument does not seem to be passed through to the underlying sklearn metric. This is evident because [sklearn](https://scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html) throws an error telling me so. ## Steps to...
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Add Russian SuperGLUE
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2021-07-17T17:41:28Z
2021-07-29T11:50:31Z
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Hi, This adds the [Russian SuperGLUE](https://russiansuperglue.com/) dataset. For the most part I reused the code for the original SuperGLUE, although there are some relatively minor differences in the structure that I accounted for.
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Use tqdm from tqdm_utils
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This PR replaces `tqdm` from the `tqdm` lib with `tqdm` from `datasets.utils.tqdm_utils`. With this change, it's possible to disable progress bars just by calling `disable_progress_bar`. Note this doesn't work on Windows when using multiprocessing due to how global variables are shared between processes. Currently, the...
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Adds CodeClippy dataset [WIP]
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CodeClippy is an opensource code dataset scrapped from github during flax-jax-community-week https://the-eye.eu/public/AI/training_data/code_clippy_data/
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Adds APPS dataset to the hub [WIP]
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A loading script for [APPS dataset](https://github.com/hendrycks/apps)
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[`to_json`] add multi-proc sharding support
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2021-07-16T19:41:50Z
2021-09-13T13:56:37Z
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CONTRIBUTOR
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As discussed on slack it appears that `to_json` is quite slow on huge datasets like OSCAR. I implemented sharded saving, which is much much faster - but the tqdm bars all overwrite each other, so it's hard to make sense of the progress, so if possible ideally this multi-proc support could be implemented internally i...
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Load Dataset from the Hub (NO DATASET SCRIPT)
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## Load the data from any Dataset repository on the Hub This PR adds support for loading datasets from any dataset repository on the hub, without requiring any dataset script. As a user it's now possible to create a repo and upload some csv/json/text/parquet files, and then be able to load the data in one line. H...
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Add SD task for SUPERB
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Include the SD (Speaker Diarization) task as described in the [SUPERB paper](https://arxiv.org/abs/2105.01051) and `s3prl` [instructions](https://github.com/s3prl/s3prl/tree/master/s3prl/downstream#sd-speaker-diarization). TODO: - [x] Generate the LibriMix corpus - [x] Prepare the corpus for diarization - [x] Upl...
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Move checks from _map_single to map
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2021-07-16T13:53:33Z
2021-09-06T14:12:23Z
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The goal of this PR is to remove duplicated checks in the `map` logic to execute them only once whenever possible (`fn_kwargs`, `input_columns`, ...). Additionally, this PR improves the consistency (to align it with `input_columns`) of the `remove_columns` check by adding support for a single string value, which is the...
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Allow dataset config kwargs to be None
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Close https://github.com/huggingface/datasets/issues/2658 The dataset config kwargs that were set to None we simply ignored. This was an issue when None has some meaning for certain parameters of certain builders, like the `sep` parameter of the "csv" builder that allows to infer to separator. cc @SBrandeis
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Can't pass `sep=None` to load_dataset("csv", ...) to infer the separator via pandas.read_csv
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2021-07-16T12:46:06Z
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When doing `load_dataset("csv", sep=None)`, the `sep` passed to `pd.read_csv` is still the default `sep=","` instead, which makes it impossible to make the csv loader infer the separator. Related to https://github.com/huggingface/datasets/pull/2656 cc @SBrandeis
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`to_json` reporting enhancements
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2021-07-15T23:32:18Z
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While using `to_json` 2 things came to mind that would have made the experience easier on the user: 1. Could we have a `desc` arg for the tqdm use and a fallback to just `to_json` so that it'd be clear to the user what's happening? Surely, one can just print the description before calling json, but I thought perhaps...
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Change `from_csv` default arguments
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2021-07-15T14:09:06Z
2023-09-24T09:56:44Z
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Passing `sep=None` to pandas's `read_csv` lets pandas guess the CSV file's separator This PR allows users to use this pandas's feature by passing `sep=None` to `Dataset.from_csv`: ```python Dataset.from_csv( ..., sep=None ) ```
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Allow the selection of multiple columns at once
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2021-07-15T13:30:45Z
2024-01-09T15:11:27Z
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CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** Similar to pandas, it would be great if we could select multiple columns at once. **Describe the solution you'd like** ```python my_dataset = ... # Has columns ['idx', 'sentence', 'label'] idx, label = my_dataset[['idx', 'label']] ``` **...
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Give a user feedback if the dataset he loads is streamable or not
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2021-07-15T09:07:27Z
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CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** I would love to know if a `dataset` is with the current implementation streamable or not. **Describe the solution you'd like** We could show a warning when a dataset is loaded with `load_dataset('...',streaming=True)` when its lot streamable, e.g....
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Add SD task for SUPERB
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2021-07-15T07:51:40Z
2021-08-04T17:03:52Z
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Include the SD (Speaker Diarization) task as described in the [SUPERB paper](https://arxiv.org/abs/2105.01051) and `s3prl` [instructions](https://github.com/s3prl/s3prl/tree/master/s3prl/downstream#sd-speaker-diarization). Steps: - [x] Generate the LibriMix corpus - [x] Prepare the corpus for diarization - [x] Up...
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Fix logging docstring
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2021-07-14T23:19:58Z
2021-07-18T11:41:06Z
2021-07-15T09:57:31Z
COLLABORATOR
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Remove "no tqdm bars" from the docstring in the logging module to align it with the changes introduced in #2534.
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Setting log level higher than warning does not suppress progress bar
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2021-07-14T21:06:51Z
2022-07-08T14:51:57Z
2021-07-15T03:41:35Z
NONE
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## Describe the bug I would like to disable progress bars for `.map` method (and other methods like `.filter` and `load_dataset` as well). According to #1627 one can suppress it by setting log level higher than `warning`, however doing so doesn't suppress it with version 1.9.0. I also tried to set `DATASETS_VERBOS...
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[load_dataset] shard and parallelize the process
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2021-07-14T18:04:58Z
2023-11-28T19:11:41Z
2023-11-28T19:11:40Z
CONTRIBUTOR
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- Some huge datasets take forever to build the first time. (e.g. oscar/en) as it's done in a single cpu core. - If the build crashes, everything done up to that point gets lost Request: Shard the build over multiple arrow files, which would enable: - much faster build by parallelizing the build process - if the p...
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adding progress bar / ETA for `load_dataset`
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2021-07-14T17:34:39Z
2023-03-27T10:32:49Z
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CONTRIBUTOR
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Please consider: ``` Downloading and preparing dataset oscar/unshuffled_deduplicated_en (download: 462.40 GiB, generated: 1.18 TiB, post-processed: Unknown size, total: 1.63 TiB) to cache/oscar/unshuffled_deduplicated_en/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2... HF google storage unre...
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