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https://api.github.com/repos/huggingface/datasets/issues/2698
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2,698
Ignore empty batch when writing
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2021-07-21T22:35:30Z
2021-07-26T14:56:03Z
2021-07-26T13:25:26Z
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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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2021-07-21T19:03:38Z
2021-07-22T07:09:08Z
2021-07-22T07:09:07Z
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Fix #2695, fix #2700.
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Add support for disable_progress_bar on Windows
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2021-07-21T16:34:53Z
2021-07-26T13:31:14Z
2021-07-26T09:38:37Z
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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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2021-07-21T15:52:51Z
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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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2021-07-21T15:30:40Z
2021-07-22T10:41:47Z
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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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2021-07-21T14:43:50Z
2021-07-21T14:53:52Z
2021-07-21T14:53:51Z
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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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2021-07-21T14:23:35Z
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Update BibTeX entry
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xtreme / pan-x cannot be downloaded
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2021-07-21T14:18:05Z
2021-07-26T09:34:22Z
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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
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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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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
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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
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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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CONTRIBUTOR
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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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2021-07-20T16:00:45Z
2021-07-20T16:27:15Z
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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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COLLABORATOR
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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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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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2021-07-20T14:29:31Z
2021-07-20T14:38:11Z
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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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5 duplicate datasets
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2021-07-20T14:25:00Z
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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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feat: 🎸 add paperswithcode id for qasper dataset
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2021-07-20T13:22:29Z
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
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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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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
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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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2,677
Error when downloading C4
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2021-07-20T08:37:30Z
2021-07-20T14:41:31Z
2021-07-20T14:38:10Z
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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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947,734,909
MDExOlB1bGxSZXF1ZXN0NjkyNjc2NTg5
2,676
Increase json reader block_size automatically
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2021-07-19T14:51:14Z
2021-07-19T17:51:39Z
2021-07-19T17:51:38Z
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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
2021-07-19T19:33:25Z
2021-07-19T19:33:25Z
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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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2,674
Fix sacrebleu parameter name
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2021-07-19T07:07:26Z
2021-07-19T08:07:03Z
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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2,673
Fix potential DuplicatedKeysError in SQuAD
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2021-07-19T06:08:00Z
2021-07-19T07:08:03Z
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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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2021-07-19T06:00:49Z
2021-07-19T06:28:57Z
2021-07-19T06:28:56Z
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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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2021-07-19T05:14:38Z
2021-07-19T07:32:28Z
2021-07-19T06:45:50Z
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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
null
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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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2,669
Metric kwargs are not passed to underlying external metric f1_score
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2021-07-18T08:32:31Z
2021-07-18T18:36:05Z
2021-07-18T11:19:04Z
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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
2021-07-29T11:50:31Z
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CONTRIBUTOR
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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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2021-07-17T17:06:35Z
2021-07-19T17:39:10Z
2021-07-19T17:32:00Z
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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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2021-07-17T13:32:04Z
2023-07-26T23:06:01Z
2022-10-03T09:37:35Z
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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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2021-07-17T13:13:17Z
2022-10-03T09:38:10Z
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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
2021-09-13T13:56:37Z
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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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2021-07-16T17:21:58Z
2021-08-25T14:53:01Z
2021-08-25T14:18:08Z
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MEMBER
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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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2021-07-16T16:43:21Z
2021-08-04T17:03:53Z
2021-08-04T17:03:53Z
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MEMBER
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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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2021-07-16T10:25:38Z
2021-07-16T12:46:07Z
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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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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
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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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**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
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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
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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
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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
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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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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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Add web_split dataset for Paraphase and Rephrase benchmark
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## Describe: For getting simple sentences from complex sentence there are dataset and task like wiki_split that is available in hugging face datasets. This web_split is a very similar dataset. There some research paper which states that by combining these two datasets we if we train the model it will yield better resu...
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Fix anchor in README
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2021-07-14T13:22:44Z
2021-07-18T11:41:18Z
2021-07-15T06:50:47Z
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I forgot to push this fix in #2611, so I'm sending it now.
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downloading of yahoo_answers_topics dataset failed
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2021-07-14T12:31:05Z
2022-08-04T08:28:24Z
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## Describe the bug I get an error datasets.utils.info_utils.NonMatchingChecksumError: Checksums didn't match for dataset source files when I try to download the yahoo_answers_topics dataset ## Steps to reproduce the bug self.dataset = load_dataset( 'yahoo_answers_topics', cache_dir=self.config...
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load_dataset processing failed with OS error after downloading a dataset
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2021-07-14T12:23:53Z
2021-07-15T09:34:02Z
2021-07-15T09:34:02Z
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## Describe the bug After downloading a dataset like opus100, there is a bug that OSError: Cannot find data file. Original error: dlopen: cannot load any more object with static TLS ## Steps to reproduce the bug ```python from datasets import load_dataset this_dataset = load_dataset('opus100', 'af-en') ``` ...
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Batched `map` not allowed to return 0 items
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2021-07-14T09:58:19Z
2021-07-26T14:55:15Z
2021-07-26T14:55:15Z
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## Describe the bug I'm trying to use `map` to filter a large dataset by selecting rows that match an expensive condition (files referenced by one of the columns need to exist in the filesystem, so we have to `stat` them). According to [the documentation](https://huggingface.co/docs/datasets/processing.html#augmenting...
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Enum used in map functions will raise a RecursionError with dill.
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2021-07-14T09:16:08Z
2021-11-02T09:51:11Z
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## Describe the bug Enums used in functions pass to `map` will fail at pickling with a maximum recursion exception as described here: https://github.com/uqfoundation/dill/issues/250#issuecomment-852566284 In my particular case, I use an enum to define an argument with fixed options using the `TraininigArguments` ...
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Support multi-worker with streaming dataset (IterableDataset).
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2021-07-14T08:22:58Z
2024-05-03T10:11:04Z
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**Is your feature request related to a problem? Please describe.** The current `.map` does not support multi-process, CPU can become bottleneck if the pre-processing is complex (e.g. t5 span masking). **Describe the solution you'd like** Ideally `.map` should support multi-worker like tfds, with `AUTOTUNE`. **D...
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load_dataset("financial_phrasebank") NonMatchingChecksumError
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2021-07-13T21:21:49Z
2022-08-04T08:30:08Z
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## Describe the bug Attempting to download the financial_phrasebank dataset results in a NonMatchingChecksumError ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("financial_phrasebank", 'sentences_allagree') ``` ## Expected results I expect to see the financi...
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Fix docstrings
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2021-07-13T16:09:14Z
2021-07-15T06:51:01Z
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Fix rendering of some docstrings.
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Refactor patching to specific submodule
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2021-07-13T15:08:45Z
2021-07-13T16:52:49Z
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Minor reorganization of the code, so that additional patching functions (not related to streaming) might be created. In relation with the initial approach followed in #2631.
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Streaming for the Json loader
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2021-07-13T14:37:06Z
2021-07-16T15:59:32Z
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It was not using `open` in the builder. Therefore `pyarrow.json.read_json` was downloading the full file to start yielding rows. Moreover, it appeared that `pyarrow.json.read_json` was not really suited for streaming as it was downloading too much data and failing if `block_size` was not properly configured (related...
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2021-07-13T09:18:21Z
2021-07-13T14:37:24Z
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It was not using open in the builder. Therefore pd.read_pickle could fail when streaming from a private repo for example. Indeed, when streaming, open is extended to support reading from remote files and handles authentication to the HF Hub
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It was not using `open` in the builder. Therefore `pd.read_csv` was downloading the full file to start yielding rows. Indeed, when streaming, `open` is extended to support reading from remote file progressively.
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2021-07-13T06:04:54Z
2021-07-13T09:05:09Z
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Related to: #2565, #2633. cc: @lewtun
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2021-07-12T19:58:31Z
2021-07-13T05:45:26Z
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This PR updates the ASR tags of the 5 datasets added in #2565 following the change of task categories in #2620
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add image-classification task template
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2021-07-12T17:41:03Z
2021-07-13T15:44:28Z
2021-07-13T15:28:16Z
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Snippet below is the tl;dr, but you can try it out directly here: [![Open In Collab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/gist/nateraw/005c025d41f0e48ae3d4ee61c0f20b70/image-classification-task-template-demo.ipynb) ```python from datasets import load_datase...
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942,242,271
MDExOlB1bGxSZXF1ZXN0Njg3OTk3MzM2
2,631
Delete extracted files when loading dataset
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2021-07-12T16:39:33Z
2021-07-19T09:08:19Z
2021-07-19T09:08:19Z
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Close #2481, close #2604, close #2591. cc: @stas00, @thomwolf, @BirgerMoell
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2,630
Progress bars are not properly rendered in Jupyter notebook
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2021-07-12T14:07:13Z
2022-02-03T15:55:33Z
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## Describe the bug The progress bars are not Jupyter widgets; regular progress bars appear (like in a terminal). ## Steps to reproduce the bug ```python ds.map(tokenize, num_proc=10) ``` ## Expected results Jupyter widgets displaying the progress bars. ## Actual results Simple plane progress bars. cc...
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2,629
Load datasets from the Hub without requiring a dataset script
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2021-07-12T08:45:17Z
2021-08-25T14:18:08Z
2021-08-25T14:18:08Z
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As a user I would like to be able to upload my csv/json/text/parquet/etc. files in a dataset repository on the Hugging Face Hub and be able to load this dataset with `load_dataset` without having to implement a dataset script. Moreover I would like to be able to specify which file goes into which split using the `da...
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Use ETag of remote data files
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2021-07-12T05:10:10Z
2021-07-12T14:08:34Z
2021-07-12T08:40:07Z
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Use ETag of remote data files to create config ID. Related to #2616.
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Minor fix tests with Windows paths
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2021-07-12T14:08:47Z
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Minor fix tests with Windows paths.
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2,626
Use correct logger in metrics.py
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2021-07-11T17:22:30Z
2021-07-12T14:08:54Z
2021-07-12T05:54:29Z
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COLLABORATOR
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Fixes #2624
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⚛️😇⚙️🔑
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2021-07-11T12:14:34Z
2021-07-12T05:55:59Z
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2,624
can't set verbosity for `metric.py`
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2021-07-10T20:23:45Z
2021-07-12T05:54:29Z
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## Describe the bug ``` [2021-07-10 20:13:11,528][datasets.utils.filelock][INFO] - Lock 139705371374976 acquired on /root/.cache/huggingface/metrics/seqeval/default/default_experiment-1-0.arrow.lock [2021-07-10 20:13:11,529][datasets.arrow_writer][INFO] - Done writing 32 examples in 6100 bytes /root/.cache/huggingfa...
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[Metrics] added wiki_split metrics
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2021-07-10T14:51:50Z
2021-07-14T14:28:13Z
2021-07-12T22:34:31Z
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CONTRIBUTOR
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Fixes: #2606 This pull request adds combine metrics for the wikisplit or English sentence split task Reviewer: @patrickvonplaten
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Integration with AugLy
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2021-07-10T00:03:09Z
2023-07-20T13:18:48Z
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**Is your feature request related to a problem? Please describe.** Facebook recently launched a library, [AugLy](https://github.com/facebookresearch/AugLy) , that has a unified API for augmentations for image, video and text. It would be pretty exciting to have it hooked up to HF libraries so that we can make NLP m...
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2,621
Use prefix to allow exceed Windows MAX_PATH
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2021-07-09T16:39:53Z
2021-07-16T15:28:12Z
2021-07-16T15:28:11Z
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By using this prefix, you can exceed the Windows MAX_PATH limit. See: https://docs.microsoft.com/en-us/windows/win32/fileio/naming-a-file?redirectedfrom=MSDN#win32-file-namespaces Related to #2524, #2220.
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Add speech processing tasks
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2021-07-09T16:07:29Z
2021-07-12T18:32:59Z
2021-07-12T17:32:02Z
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This PR replaces the `automatic-speech-recognition` task category with a broader `speech-processing` category. The tasks associated with this category are derived from the [SUPERB benchmark](https://arxiv.org/abs/2105.01051), and ASR is included in this set.
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Add ASR task for SUPERB
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2021-07-09T15:19:45Z
2021-07-15T08:55:58Z
2021-07-13T12:40:18Z
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This PR starts building up the SUPERB benchmark by including the ASR task as described in the [SUPERB paper](https://arxiv.org/abs/2105.01051) and `s3prl` [instructions](https://github.com/s3prl/s3prl/tree/v0.2.0/downstream#asr-automatic-speech-recognition). Usage: ```python from datasets import load_dataset ...
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`filelock.py` Error
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2021-07-09T15:12:49Z
2024-06-21T06:14:07Z
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## Describe the bug It seems that the `filelock.py` went error. ``` >>> ds=load_dataset('xsum') ^CTraceback (most recent call last): File "/user/HS502/yl02706/.conda/envs/lyc/lib/python3.6/site-packages/datasets/utils/filelock.py", line 402, in _acquire fcntl.flock(fd, fcntl.LOCK_EX | fcntl.LOCK_NB) ...
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Fix missing EOL issue in to_json for old versions of pandas
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Some versions of pandas don't add an EOL at the end of the output of `to_json`. Therefore users could end up having two samples in the same line Close https://github.com/huggingface/datasets/issues/2615
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Support remote data files
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2021-07-09T14:07:38Z
2021-07-09T16:13:41Z
2021-07-09T16:13:41Z
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Add support for (streaming) remote data files: ```python data_files = f"https://huggingface.co/datasets/{repo_id}/resolve/main/{relative_file_path}" ds = load_dataset("json", split="train", data_files=data_files, streaming=True) ``` cc: @thomwolf
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Jsonlines export error
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2021-07-09T14:02:05Z
2021-07-09T15:29:07Z
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## Describe the bug When exporting large datasets in jsonlines (c4 in my case) the created file has an error every 9999 lines: the 9999th and 10000th are concatenated, thus breaking the jsonlines format. This sounds like it is related to batching, which is by 10000 by default ## Steps to reproduce the bug This wha...
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Convert numpy scalar to python float in Pearsonr output
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2021-07-12T14:13:02Z
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Following of https://github.com/huggingface/datasets/pull/2612
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Use ndarray.item instead of ndarray.tolist
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2021-07-09T13:19:35Z
2021-07-12T14:12:57Z
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This PR follows up on #2612 to use `numpy.ndarray.item` instead of `numpy.ndarray.tolist` as the latter is somewhat confusing to the developer (even though it works). Judging from the `numpy` docs, `ndarray.item` is closer to what we want: https://numpy.org/doc/stable/reference/generated/numpy.ndarray.item.html#nump...
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Return Python float instead of numpy.float64 in sklearn metrics
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This PR converts the return type of all `sklearn` metrics to be Python `float` instead of `numpy.float64`. The reason behind this is that our Hub evaluation framework relies on converting benchmark-specific metrics to YAML ([example](https://huggingface.co/datasets/autonlp/autonlp-benchmark-raft-neelalex__raft-test-...
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More consistent naming
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2021-07-09T00:09:17Z
2021-07-13T17:13:19Z
2021-07-13T16:08:30Z
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As per @stas00's suggestion in #2500, this PR inserts a space between the logo and the lib name (`🤗Datasets` -> `🤗 Datasets`) for consistency with the Transformers lib. Additionally, more consistent names are used for Datasets Hub, etc.
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Add missing WikiANN language tags
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Add missing language tags for WikiANN datasets.
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Fix potential DuplicatedKeysError
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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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Support streaming JSON files
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Use open in JSON dataset builder, so that it can be patched with xopen for streaming. Close #2607.
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Streaming local gzip compressed JSON line files is not working
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## Describe the bug Using streaming to iterate on local gzip compressed JSON files raise a file not exist error ## Steps to reproduce the bug ```python from datasets import load_dataset streamed_dataset = load_dataset('json', split='train', data_files=data_files, streaming=True) next(iter(streamed_dataset))...
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[Metrics] addition of wiki_split metrics
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**Is your feature request related to a problem? Please describe.** While training the model on sentence split the task in English we require to evaluate the trained model on `Exact Match`, `SARI` and `BLEU` score like this ![image](https://user-images.githubusercontent.com/26653468/124746876-ff5a3380-df3e-11eb-9a01...
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Make any ClientError trigger retry in streaming mode (e.g. ClientOSError)
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2021-07-07T08:47:23Z
2021-07-12T14:10:27Z
2021-07-07T08:59:13Z
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During the FLAX sprint some users have this error when streaming datasets: ```python aiohttp.client_exceptions.ClientOSError: [Errno 104] Connection reset by peer ``` This error must trigger a retry instead of directly crashing Therefore I extended the error type that triggers the retry to be the base aiohttp er...
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Add option to delete temporary files (e.g. extracted files) when loading dataset
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I'm loading a dataset constituted of 44 GB of compressed JSON files. When loading the dataset with the JSON script, extracting the files create about 200 GB of uncompressed files before creating the 180GB of arrow cache tables Having a simple way to delete the extracted files after usage (or even better, to strea...
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Fix DuplicatedKeysError in omp
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Close #2598.
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Remove import of transformers
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2021-07-07T06:58:18Z
2021-07-12T14:10:22Z
2021-07-07T08:28:51Z
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When pickling a tokenizer within multiprocessing, check that is instance of transformers PreTrainedTokenizerBase without importing transformers. Related to huggingface/transformers#12549 and #502.
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Fix `filter` with multiprocessing in case all samples are discarded
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2021-07-12T14:10:35Z
2021-07-07T12:50:31Z
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Fixes #2600 Also I moved the check for `num_proc` larger than dataset size added in #2566 up so that multiprocessing is not used with one process.
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Crash when using multiprocessing (`num_proc` > 1) on `filter` and all samples are discarded
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2021-07-06T16:53:25Z
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## Describe the bug If `filter` is applied to a dataset using multiprocessing (`num_proc` > 1) and all sharded datasets are empty afterwards (due to all samples being discarded), the program crashes. ## Steps to reproduce the bug ```python from datasets import Dataset data = Dataset.from_dict({'id': [0,1]}) dat...
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Update processing.rst with other export formats
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2021-07-06T14:50:38Z
2021-07-12T14:10:16Z
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Add other supported export formats than CSV in the docs.
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Unable to download omp dataset
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## Describe the bug The omp dataset cannot be downloaded because of a DuplicatedKeysError ## Steps to reproduce the bug from datasets import load_dataset omp = load_dataset('omp', 'posts_labeled') print(omp) ## Expected results This code should download the omp dataset and print the dictionary ## Actual r...
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MDExOlB1bGxSZXF1ZXN0Njg0Mzk0MDIz
2,597
Remove redundant prepare_module
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2021-07-06T13:47:45Z
2021-07-12T14:10:52Z
2021-07-07T13:01:46Z
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I have noticed that after implementing `load_dataset_builder` (#2500), there is a redundant call to `prepare_module`.
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