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1,141,688,854
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3,747
Passing invalid subset should throw an error
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2022-02-17 18:16:11+00:00
2022-02-17 18:16:11+00:00
NaT
CONTRIBUTOR
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## Describe the bug Only some datasets have a subset (as in `load_dataset(name, subset)`). If you pass an invalid subset, an error should be thrown. ## Steps to reproduce the bug ```python import datasets datasets.load_dataset('rotten_tomatoes', 'asdfasdfa') ``` ## Expected results This should break, since ...
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Use the same seed to shuffle shards and metadata in streaming mode
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When shuffling in streaming mode, those two entangled lists are shuffled independently. In this PR I changed this to shuffle the lists of same length with the exact same seed, in order for the files and metadata to still be aligned. ```python gen_kwargs = { "files": [os.path.join(data_dir, filename) for filename...
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Add mIoU metric
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2022-02-17 15:52:17+00:00
2022-03-08 13:20:26+00:00
2022-03-08 13:20:26+00:00
CONTRIBUTOR
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This PR adds the mean Intersection-over-Union metric to the library, useful for tasks like semantic segmentation. It is entirely based on mmseg's [implementation](https://github.com/open-mmlab/mmsegmentation/blob/master/mmseg/core/evaluation/metrics.py). I've removed any PyTorch dependency, and rely on Numpy only...
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Better shards shuffling in streaming mode
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Sometimes a dataset script has a `_split_generators` that returns several files as well as the corresponding metadata of each file. It often happens that they end up in two separate lists in the `gen_kwargs`: ```python gen_kwargs = { "files": [os.path.join(data_dir, filename) for filename in all_files], "me...
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initial monash time series forecasting repository
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2022-02-17 10:51:31+00:00
2022-03-21 09:54:41+00:00
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CONTRIBUTOR
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Fix ValueError message formatting in int2str
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2022-02-17 15:32:02+00:00
2022-02-17 15:32:02+00:00
CONTRIBUTOR
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Hi! I bumped into this particular `ValueError` during my work (because an instance of `np.int64` was passed instead of regular Python `int`), and so I had to `print(type(values))` myself. Apparently, it's just the missing `f` to make message an f-string. It ain't much for a contribution, but it's honest work. Hop...
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Rm sphinx doc
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2022-02-17 10:11:37+00:00
2022-02-17 10:15:17+00:00
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NONE
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Checklist - [x] Update circle ci yaml - [x] Delete sphinx static & python files in docs dir - [x] Update readme in docs dir - [ ] Update docs config in setup.py
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Support streaming for pubmed
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2022-02-18 14:42:13+00:00
2022-02-18 14:42:13+00:00
CONTRIBUTOR
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This PR makes some minor changes to the `pubmed` dataset to allow for `streaming=True`. Fixes #3739. Basically, I followed the C4 dataset which works in streaming mode as an example, and made the following changes: * Change URL prefix from `ftp://` to `https://` * Explicilty `open` the filename and pass the XML ...
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Pubmed dataset does not work in streaming mode
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2022-02-16 17:13:37+00:00
2022-02-18 14:42:13+00:00
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CONTRIBUTOR
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## Describe the bug Trying to use the `pubmed` dataset with `streaming=True` fails. ## Steps to reproduce the bug ```python import datasets pubmed_train = datasets.load_dataset('pubmed', split='train', streaming=True) print (next(iter(pubmed_train))) ``` ## Expected results I would expect to see the first ...
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For data-only datasets, streaming and non-streaming don't behave the same
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2022-02-16 15:20:57+00:00
2022-02-21 14:24:55+00:00
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See https://huggingface.co/datasets/huggingface/transformers-metadata: it only contains two JSON files. In streaming mode, the files are concatenated, and thus the rows might be dictionaries with different keys: ```python import datasets as ds iterable_dataset = ds.load_dataset("huggingface/transformers-metadat...
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3,737
Make RedCaps streamable
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2022-02-16 15:12:23+00:00
2022-02-16 15:28:38+00:00
2022-02-16 15:28:37+00:00
COLLABORATOR
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Make RedCaps streamable. @lhoestq Using `data/redcaps_v1.0_annotations.zip` as a download URL gives an error locally when running `datasets-cli test` (will investigate this another time)
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3,736
Local paths in common voice
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2022-02-16 15:01:29+00:00
2022-09-21 14:58:38+00:00
2022-02-22 09:13:43+00:00
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Continuation of https://github.com/huggingface/datasets/pull/3664: - pass the `streaming` parameter to _split_generator - update @anton-l's code to use this parameter for `common_voice` - add a comment to explain why we use `download_and_extract` in non-streaming and `iter_archive` in streaming Now the `common_...
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I_kwDODunzps5D9FxT
3,735
Performance of `datasets` at scale
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2022-02-16 14:23:32+00:00
2024-06-27 01:17:48+00:00
NaT
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# Performance of `datasets` at 1TB scale ## What is this? During the processing of a large dataset I monitored the performance of the `datasets` library to see if there are any bottlenecks. The insights of this analysis could guide the decision making to improve the performance of the library. ## Dataset The da...
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3,734
Fix bugs in NewsQA dataset
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2022-02-16 13:51:28+00:00
2022-02-17 07:54:26+00:00
2022-02-17 07:54:25+00:00
MEMBER
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Fix #3733.
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1,140,011,378
I_kwDODunzps5D8zFy
3,733
Bugs in NewsQA dataset
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2022-02-16 13:17:37+00:00
2022-02-17 07:54:25+00:00
2022-02-17 07:54:25+00:00
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## Describe the bug NewsQA dataset has the following bugs: - the field `validated_answers` is an exact copy of the field `answers` but with the addition of `'count': [0]` to each dict - the field `badQuestion` does not appear in `answers` nor `validated_answers` ## Steps to reproduce the bug By inspecting the da...
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3,732
Support streaming in size estimation function in `push_to_hub`
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2022-02-16 13:10:48+00:00
2022-02-21 18:18:45+00:00
2022-02-21 18:18:44+00:00
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This PR adds the streamable version of `os.path.getsize` (`fsspec` can return `None`, so we fall back to `fs.open` to make it more robust) to account for possible streamable paths in the nested `extra_nbytes_visitor` function inside `push_to_hub`.
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Fix Multi-News dataset metadata and card
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2022-02-16 07:14:57+00:00
2022-02-16 08:48:47+00:00
2022-02-16 08:48:47+00:00
MEMBER
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Fix #3730.
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Checksum Error when loading multi-news dataset
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2022-02-16 05:11:08+00:00
2022-02-16 20:05:06+00:00
2022-02-16 08:48:46+00:00
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## Describe the bug When using the load_dataset function from datasets module to load the Multi-News dataset, does not load the dataset but throws Checksum Error instead. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("multi_news") ``` ## Expected results ...
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Wrong number of examples when loading a text dataset
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2022-02-16 01:13:31+00:00
2022-03-15 16:16:09+00:00
2022-03-15 16:16:09+00:00
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## Describe the bug when I use load_dataset to read a txt file I find that the number of the samples is incorrect ## Steps to reproduce the bug ``` fr = open('train.txt','r',encoding='utf-8').readlines() print(len(fr)) # 1199637 datasets = load_dataset('text', data_files={'train': ['train.txt']}, streaming...
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1,139,303,614
I_kwDODunzps5D6GS-
3,728
VoxPopuli
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2022-02-15 23:04:55+00:00
2022-02-16 18:49:12+00:00
2022-02-16 18:49:12+00:00
CONTRIBUTOR
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## Adding a Dataset - **Name:** VoxPopuli - **Description:** A Large-Scale Multilingual Speech Corpus - **Paper:** https://arxiv.org/pdf/2101.00390.pdf - **Data:** https://github.com/facebookresearch/voxpopuli - **Motivation:** one of the largest (if not the largest) multilingual speech corpus: 400K hours of multi...
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1,138,979,732
PR_kwDODunzps4y34JN
3,727
Patch all module attributes in its namespace
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2022-02-15 17:12:27+00:00
2022-02-17 17:06:18+00:00
2022-02-17 17:06:17+00:00
MEMBER
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When patching module attributes, only those defined in its `__all__` variable were considered by default (only falling back to `__dict__` if `__all__` was None). However those are only a subset of all the module attributes in its namespace (`__dict__` variable). This PR fixes the problem of modules that have non-...
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1,138,870,362
PR_kwDODunzps4y3iSv
3,726
Use config pandas version in CSV dataset builder
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2022-02-15 15:47:49+00:00
2022-02-15 16:55:45+00:00
2022-02-15 16:55:44+00:00
MEMBER
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Fix #3724.
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PR_kwDODunzps4y3bOG
3,725
Pin pandas to avoid bug in streaming mode
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2022-02-15 15:21:00+00:00
2022-02-15 15:52:38+00:00
2022-02-15 15:52:37+00:00
MEMBER
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Temporarily pin pandas version to avoid bug in streaming mode (patching no longer works). Related to #3724.
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3,724
Bug while streaming CSV dataset with pandas 1.4
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2022-02-15 15:16:19+00:00
2022-02-15 16:55:44+00:00
2022-02-15 16:55:44+00:00
MEMBER
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## Describe the bug If we upgrade to pandas `1.4`, the patching of the pandas module is no longer working ``` AttributeError: '_PatchedModuleObj' object has no attribute '__version__' ``` ## Steps to reproduce the bug ``` pip install pandas==1.4 ``` ```python from datasets import load_dataset ds = load_dat...
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3,723
Fix flatten of complex feature types
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2022-02-15 14:45:33+00:00
2022-03-18 17:32:26+00:00
2022-03-18 17:28:14+00:00
COLLABORATOR
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Fix `flatten` for the following feature types: Image/Audio, Translation, and TranslationVariableLanguages. Inspired by `cast`/`table_cast`, I've introduced a `table_flatten` function to handle the Image/Audio types. CC: @SBrandeis Fix #3686.
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added electricity load diagram dataset
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2022-02-15 14:29:29+00:00
2022-02-16 18:53:21+00:00
2022-02-16 18:48:07+00:00
CONTRIBUTOR
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Initial Electricity Load Diagram time series dataset.
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3,721
Multi-GPU support for `FaissIndex`
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2022-02-14 17:26:51+00:00
2022-03-07 16:28:57+00:00
2022-03-07 16:28:56+00:00
CONTRIBUTOR
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Per #3716 , current implementation does not take into consideration that `faiss` can run on multiple GPUs. In this commit, I provided multi-GPU support for `FaissIndex` by modifying the device management in `IndexableMixin.add_faiss_index` and `FaissIndex.load`. Now users are able to pass in 1. a positive intege...
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Builder Configuration Update Required on Common Voice Dataset
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2022-02-14 16:21:41+00:00
2024-04-28 18:03:08+00:00
2024-04-28 18:03:08+00:00
NONE
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Missing language in Common Voice dataset **Link:** https://huggingface.co/datasets/common_voice I tried to call the Urdu dataset using `load_dataset("common_voice", "ur", split="train+validation")` but couldn't due to builder configuration not found. I checked the source file here for the languages support: ht...
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3,719
Check if indices values in `Dataset.select` are within bounds
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2022-02-14 12:31:41+00:00
2022-02-14 19:19:22+00:00
2022-02-14 19:19:22+00:00
COLLABORATOR
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Fix #3707 Instead of reusing `_check_valid_index_key` from `datasets.formatting`, I defined a new function to provide a more meaningful error message.
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PR_kwDODunzps4yx8r2
3,718
Fix Evidence Infer Treatment dataset
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2022-02-14 11:58:07+00:00
2022-02-14 13:21:45+00:00
2022-02-14 13:21:44+00:00
MEMBER
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This PR: - fixes a bug in the script, by removing an unnamed column with the row index: fix KeyError - fix the metadata JSON, by adding both configurations (1.1 and 2.0): fix ExpectedMoreDownloadedFiles - updates the dataset card Fix #3515.
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I_kwDODunzps5DyAkn
3,717
wrong condition in `Features ClassLabel encode_example`
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2022-02-14 11:44:35+00:00
2022-02-14 15:09:36+00:00
2022-02-14 15:07:43+00:00
NONE
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## Describe the bug The `encode_example` function in *features.py* seems to have a wrong condition. ```python if not -1 <= example_data < self.num_classes: raise ValueError(f"Class label {example_data:d} greater than configured num_classes {self.num_classes}") ``` ## Expected results The `not - 1` co...
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1,136,831,092
I_kwDODunzps5Dwqp0
3,716
`FaissIndex` to support multiple GPU and `custom_index`
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2022-02-14 06:21:43+00:00
2022-03-07 16:28:56+00:00
2022-03-07 16:28:56+00:00
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** Currently, because `device` is of the type `int | None`, to leverage `faiss-gpu`'s multi-gpu support, you need to create a `custom_index`. However, if using a `custom_index` created by e.g. `faiss.index_cpu_to_all_gpus`, then `FaissIndex.save` does not ...
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Fix bugs in msr_sqa dataset
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2022-02-13 16:37:30+00:00
2022-10-03 09:10:02+00:00
2022-10-03 09:08:06+00:00
CONTRIBUTOR
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The last version has many problems, 1) Errors in table load-in. Split by a single comma instead of using pandas is wrong. 2) id reduplicated in _generate_examples function. 3) Missing information of history questions which make it hard to use. I fix it refer to https://github.com/HKUNLP/UnifiedSKG. And we test ...
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tatoeba_mt: File not found error and key error
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2022-02-13 16:35:45+00:00
2022-02-13 20:44:04+00:00
2022-02-13 20:44:04+00:00
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## Dataset viewer issue for 'tatoeba_mt' **Link:** https://huggingface.co/datasets/Helsinki-NLP/tatoeba_mt My data loader script does not seem to work. The files are part of the local repository but cannot be found. An example where it should work is the subset for "afr-eng". Another problem is that I do not ...
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3,713
Rm sphinx doc
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2022-02-13 11:26:31+00:00
2022-02-17 10:18:46+00:00
2022-02-17 10:12:09+00:00
NONE
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Checklist - [x] Update circle ci yaml - [x] Delete sphinx static & python files in docs dir - [x] Update readme in docs dir - [ ] Update docs config in setup.py
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Fix the error of msr_sqa dataset
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2022-02-12 16:27:54+00:00
2022-02-13 11:21:05+00:00
2022-02-13 11:21:05+00:00
CONTRIBUTOR
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Fix the error of _load_table_data function in msr_sqa dataset, it is wrong to use comma to split each row.
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Fix the error of _load_table_data function in msr_sqa dataset
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2022-02-12 13:20:53+00:00
2022-02-12 13:30:43+00:00
2022-02-12 13:30:43+00:00
CONTRIBUTOR
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The _load_table_data function from the last version is wrong, it is wrong to use comma to split each row.
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Fix CI code quality issue
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2022-02-12 12:05:39+00:00
2022-02-12 12:58:05+00:00
2022-02-12 12:58:04+00:00
MEMBER
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Fix CI code quality issue introduced by #3695.
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3,709
Set base path to hub url for canonical datasets
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2022-02-11 19:23:20+00:00
2022-02-16 14:02:28+00:00
2022-02-16 14:02:27+00:00
MEMBER
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This should allow canonical datasets to use relative paths to download data files from the Hub cc @polinaeterna this will be useful if we have audio datasets that are canonical and for which you'd like to host data files
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1,132,968,402
I_kwDODunzps5Dh7nS
3,708
Loading JSON gets stuck with many workers/threads
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2022-02-11 18:50:48+00:00
2023-06-16 11:24:12+00:00
NaT
MEMBER
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## Describe the bug Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine. ## Steps to reproduce the bug I originally created the following script to reproduce the issue: ```python from dat...
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1,132,741,903
I_kwDODunzps5DhEUP
3,707
`.select`: unexpected behavior with `indices`
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2022-02-11 15:20:01+00:00
2022-02-14 19:19:21+00:00
2022-02-14 19:19:21+00:00
NONE
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## Describe the bug The `.select` method will not throw when sending `indices` bigger than the dataset length; `indices` will be wrapped instead. This behavior is not documented anywhere, and is not intuitive. ## Steps to reproduce the bug ```python from datasets import Dataset ds = Dataset.from_dict({"text": [...
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1,132,218,874
I_kwDODunzps5DfEn6
3,706
Unable to load dataset 'big_patent'
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2022-02-11 09:48:34+00:00
2022-02-14 15:26:03+00:00
2022-02-14 15:26:03+00:00
NONE
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## Describe the bug Unable to load the "big_patent" dataset ## Steps to reproduce the bug ```python load_dataset('big_patent', 'd', 'validation') ``` ## Expected results Download big_patents' validation split from the 'd' subset ## Getting an error saying: {FileNotFoundError}Local file ..\huggingface\dat...
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1,132,053,226
PR_kwDODunzps4yfhyj
3,705
Raise informative error when loading a save_to_disk dataset
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2022-02-11 08:21:03+00:00
2022-02-11 22:56:40+00:00
2022-02-11 22:56:39+00:00
MEMBER
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People recurrently report error when trying to load a dataset (using `load_dataset`) that was previously saved using `save_to_disk`. This PR raises an informative error message telling them they should use `load_from_disk` instead. Close #3700.
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1,132,042,631
I_kwDODunzps5DeZmH
3,704
OSCAR-2109 datasets are misaligned and truncated
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2022-02-11 08:14:59+00:00
2022-03-17 18:01:04+00:00
2022-03-16 16:21:28+00:00
NONE
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## Describe the bug The `oscar-corpus/OSCAR-2109` data appears to be misaligned and truncated by the dataset builder for subsets that contain more than one part and for cases where the texts contain non-unix newlines. ## Steps to reproduce the bug A few examples, although I'm not sure how deterministic the par...
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1,131,882,772
I_kwDODunzps5DdykU
3,703
ImportError: To be able to use this metric, you need to install the following dependencies['seqeval'] using 'pip install seqeval' for instance'
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2022-02-11 06:38:42+00:00
2023-07-11 09:31:59+00:00
2023-07-11 09:31:59+00:00
NONE
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hi : I want to use the seqeval indicator because of direct load_ When metric ('seqeval '), it will prompt that the network connection fails. So I downloaded the seqeval Py to load locally. Loading code: metric = load_ metric(path='mymetric/seqeval/seqeval.py') But tips: Traceback (most recent call last): File...
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1,130,666,707
PR_kwDODunzps4yahKc
3,702
Update data URL of lm1b dataset
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2022-02-10 18:46:30+00:00
2022-09-23 11:52:39+00:00
2022-09-23 11:52:39+00:00
NONE
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The http address doesn't work anymore
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1,130,498,738
PR_kwDODunzps4yZ8Dw
3,701
Pin ElasticSearch
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2022-02-10 17:15:26+00:00
2022-02-10 17:31:13+00:00
2022-02-10 17:31:12+00:00
MEMBER
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Until we manage to support ES 8.0, I'm setting the version to `<8.0.0` Currently we're getting this error on 8.0: ```python ValueError: Either 'hosts' or 'cloud_id' must be specified ``` When instantiating a `Elasticsearch()` object
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1,130,252,496
I_kwDODunzps5DXkjQ
3,700
Unable to load a dataset
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2022-02-10 15:05:53+00:00
2024-07-04 08:39:23+00:00
2022-02-11 22:56:39+00:00
NONE
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## Describe the bug Unable to load a dataset from Huggingface that I have just saved. ## Steps to reproduce the bug On Google colab `! pip install datasets ` `from datasets import load_dataset` `my_path = "wiki_dataset"` `dataset = load_dataset('wikipedia', "20200501.fr")` `dataset.save_to_disk(my_path)` `...
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PR_kwDODunzps4yY49I
3,699
Add dev-only config to Natural Questions dataset
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2022-02-10 14:42:24+00:00
2022-02-11 09:50:22+00:00
2022-02-11 09:50:21+00:00
MEMBER
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As suggested by @lhoestq and @thomwolf, a new config has been added to Natural Questions dataset, so that only dev split can be downloaded. Fix #413.
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Add finetune-data CodeFill
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2022-02-10 11:12:51+00:00
2022-10-03 09:36:18+00:00
2022-10-03 09:36:18+00:00
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Add code-fill datasets for pretraining/finetuning/evaluating
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2022-02-10 10:31:48+00:00
2022-07-06 15:19:58+00:00
2022-07-06 15:19:58+00:00
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Force unique keys in newsqa dataset
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2022-02-10 10:09:19+00:00
2022-02-14 08:37:20+00:00
2022-02-14 08:37:19+00:00
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Currently, it may raise `DuplicatedKeysError`. Fix #3630.
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Fix ClassLabel to/from dict when passed names_file
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2022-02-10 09:47:10+00:00
2022-02-11 23:02:32+00:00
2022-02-11 23:02:31+00:00
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Currently, `names_file` is a field of the data class `ClassLabel`, thus appearing when transforming it to dict (when saving infos). Afterwards, when trying to read it from infos, it conflicts with the other field `names`. This PR, removes `names_file` as a field of the data class `ClassLabel`. - it is only used at ...
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Standardize to `Example::`
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2022-02-09 13:37:13+00:00
2022-02-17 10:20:55+00:00
2022-02-17 10:20:52+00:00
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Update data URL in pubmed dataset
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2022-02-09 10:06:21+00:00
2022-02-14 14:15:42+00:00
2022-02-14 14:15:41+00:00
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Fix #3655.
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Upgrade black to version ~=22.0
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2022-02-08 18:45:19+00:00
2022-02-08 19:56:40+00:00
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Upgrades the `datasets` library quality tool `black` to use the first stable release of `black`, version 22.0.
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Update docs to new frontend/UI
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2022-02-08 16:38:09+00:00
2022-03-03 20:04:21+00:00
2022-03-03 20:04:20+00:00
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### TLDR: Update `datasets` `docs` to the new syntax (markdown and mdx files) & frontend (as how it looks on [hf.co/transformers](https://huggingface.co/docs/transformers/index)) | Light mode | Dark mode ...
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Fix streaming for servers not supporting HTTP range requests
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2022-02-08 15:41:05+00:00
2022-02-10 16:51:25+00:00
2022-02-10 16:51:25+00:00
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Some servers do not support HTTP range requests, whereas this is required to stream some file formats (like ZIP). ~~This PR implements a workaround for those cases, by download the files locally in a temporary directory (cleaned up by the OS once the process is finished).~~ This PR raises custom error explaining ...
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1,127,218,321
I_kwDODunzps5DL_yR
3,688
Pyarrow version error
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2022-02-08 12:53:59+00:00
2022-02-09 06:35:33+00:00
2022-02-09 06:35:32+00:00
NONE
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## Describe the bug I installed datasets(version 1.17.0, 1.18.0, 1.18.3) but i'm right now nor able to import it because of pyarrow. when i try to import it, i get the following error: `To use datasets, the module pyarrow>=3.0.0 is required, and the current version of pyarrow doesn't match this condition`. i tryed w...
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1,127,154,766
I_kwDODunzps5DLwRO
3,687
Can't get the text data when calling to_tf_dataset
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2022-02-08 11:52:10+00:00
2023-01-19 14:55:18+00:00
2023-01-19 14:55:18+00:00
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I am working with the SST2 dataset, and am using TensorFlow 2.5 I'd like to convert it to a `tf.data.Dataset` by calling the `to_tf_dataset` method. The following snippet is what I am using to achieve this: ``` from datasets import load_dataset from transformers import DefaultDataCollator data_collator = Defa...
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1,127,137,290
I_kwDODunzps5DLsAK
3,686
`Translation` features cannot be `flatten`ed
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2022-02-08 11:33:48+00:00
2022-03-18 17:28:13+00:00
2022-03-18 17:28:13+00:00
CONTRIBUTOR
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## Describe the bug (`Dataset.flatten`)[https://github.com/huggingface/datasets/blob/master/src/datasets/arrow_dataset.py#L1265] fails for columns with feature (`Translation`)[https://github.com/huggingface/datasets/blob/3edbeb0ec6519b79f1119adc251a1a6b379a2c12/src/datasets/features/translation.py#L8] ## Steps to...
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1,126,240,444
PR_kwDODunzps4yLw3m
3,685
Add support for `Audio` and `Image` feature in `push_to_hub`
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2022-02-07 16:47:16+00:00
2022-02-14 18:14:57+00:00
2022-02-14 18:04:58+00:00
COLLABORATOR
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Add support for the `Audio` and the `Image` feature in `push_to_hub`. The idea is to remove local path information and store file content under "bytes" in the Arrow table before the push. My initial approach (https://github.com/huggingface/datasets/commit/34c652afeff9686b6b8bf4e703c84d2205d670aa) was to use a ma...
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PR_kwDODunzps4yIOer
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[fix]: iwslt2017 download urls
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2022-02-06 07:56:55+00:00
2022-09-22 16:20:19+00:00
2022-09-22 16:20:18+00:00
NONE
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Fixes #2076.
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added told-br (brazilian hate speech) dataset
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2022-02-04 17:44:32+00:00
2022-02-07 21:14:52+00:00
2022-02-07 21:14:52+00:00
CONTRIBUTOR
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Hey, Adding ToLD-Br. Feel free to ask for modifications. Thanks!!
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3,682
adding told-br for toxic/abusive hatespeech detection
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2022-02-04 17:18:29+00:00
2022-02-07 03:23:24+00:00
2022-02-04 17:36:40+00:00
CONTRIBUTOR
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Hey, I'm adding our dataset from our paper published at AACL 2020. Feel free to ask for modifications. Thanks!
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3,681
Fix TestCommand to move dataset_infos instead of copying
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2022-02-04 14:01:52+00:00
2023-09-24 10:00:11+00:00
2023-09-24 09:59:55+00:00
MEMBER
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Why do we copy instead of moving the file? CC: @lhoestq @lvwerra
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Fix TestCommand to copy dataset_infos to local dir with only data files
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2022-02-04 13:36:46+00:00
2022-02-08 10:32:55+00:00
2022-02-08 10:32:55+00:00
MEMBER
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Currently this case is missed. CC: @lvwerra
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1,124,062,133
I_kwDODunzps5C_9O1
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Download datasets from a private hub
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2022-02-04 10:49:06+00:00
2022-02-22 11:08:07+00:00
2022-02-22 11:08:07+00:00
NONE
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In the context of a private hub deployment, customers would like to use load_dataset() to load datasets from their hub, not from the public hub. This doesn't seem to be configurable at the moment and it would be nice to add this feature. The obvious workaround is to clone the repo first and then load it from local s...
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1,123,402,426
PR_kwDODunzps4yCt91
3,678
Add code example in wikipedia card
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2022-02-03 18:09:02+00:00
2022-02-21 09:14:56+00:00
2022-02-04 13:21:39+00:00
MEMBER
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Close #3292.
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1,123,192,866
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Discovery cannot be streamed anymore
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2022-02-03 15:02:03+00:00
2022-02-10 16:51:24+00:00
2022-02-10 16:51:24+00:00
COLLABORATOR
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## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python from datasets import load_dataset iterable_dataset = load_dataset("discovery", name="discovery", split="train", streaming=True) list(iterable_dataset.take(1)) ``` ## Expected results The first ...
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`None` replaced by `[]` after first batch in map
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2022-02-03 13:36:48+00:00
2022-10-28 13:13:20+00:00
2022-10-28 13:13:20+00:00
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Sometimes `None` can be replaced by `[]` when running map: ```python from datasets import Dataset ds = Dataset.from_dict({"a": range(4)}) ds = ds.map(lambda x: {"b": [[None, [0]]]}, batched=True, batch_size=1, remove_columns=["a"]) print(ds.to_pandas()) # b # 0 [None, [0]] # 1 [[], [0]] # ...
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1,123,078,408
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3,675
Add CodeContests dataset
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2022-02-03 13:20:00+00:00
2022-07-20 11:07:05+00:00
2022-07-20 11:07:05+00:00
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## Adding a Dataset - **Name:** CodeContests - **Description:** CodeContests is a competitive programming dataset for machine-learning. - **Paper:** - **Data:** https://github.com/deepmind/code_contests - **Motivation:** This dataset was used when training [AlphaCode](https://deepmind.com/blog/article/Competitive-...
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Add FrugalScore metric
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2022-02-03 12:28:52+00:00
2022-02-21 15:58:44+00:00
2022-02-21 15:58:44+00:00
CONTRIBUTOR
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This pull request add FrugalScore metric for NLG systems evaluation. FrugalScore is a reference-based metric for NLG models evaluation. It is based on a distillation approach that allows to learn a fixed, low cost version of any expensive NLG metric, while retaining most of its original performance. Paper: https:...
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`load_dataset("snli")` is different from dataset viewer
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2022-02-03 12:10:43+00:00
2022-02-16 11:22:31+00:00
2022-02-11 17:01:21+00:00
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## Describe the bug The dataset that is downloaded from the Hub via `load_dataset("snli")` is different from what is available in the dataset viewer. In the viewer the labels are not encoded (i.e., "neutral", "entailment", "contradiction"), while the downloaded dataset shows the encoded labels (i.e., 0, 1, 2). Is t...
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Prioritize `module.builder_kwargs` over defaults in `TestCommand`
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2022-02-03 11:38:42+00:00
2022-02-04 12:37:20+00:00
2022-02-04 12:37:19+00:00
MEMBER
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This fixes a bug in the `TestCommand` where multiple kwargs for `name` were passed if it was set in both default and `module.builder_kwargs`. Example error: ```Python Traceback (most recent call last): File "create_metadata.py", line 96, in <module> main(**vars(args)) File "create_metadata.py", line 86, ...
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Give an estimate of the dataset size in DatasetInfo
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2022-02-03 09:47:10+00:00
2022-02-03 09:47:10+00:00
NaT
COLLABORATOR
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**Is your feature request related to a problem? Please describe.** Currently, only part of the datasets provide `dataset_size`, `download_size`, `size_in_bytes` (and `num_bytes` and `num_examples` inside `splits`). I would want to get this information, or an estimation, for all the datasets. **Describe the soluti...
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PR_kwDODunzps4x_kBx
3,670
feat: 🎸 generate info if dataset_infos.json does not exist
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2022-02-02 22:11:56+00:00
2022-02-21 15:57:11+00:00
2022-02-21 15:57:10+00:00
COLLABORATOR
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in get_dataset_infos(). Also: add the `use_auth_token` parameter, and create get_dataset_config_info() ✅ Closes: #3013
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Common voice validated partition
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2022-02-02 20:04:43+00:00
2022-02-08 17:26:52+00:00
2022-02-08 17:23:12+00:00
CONTRIBUTOR
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This patch adds access to the 'validated' partitions of CommonVoice datasets (provided by the dataset creators but not available in the HuggingFace interface yet). As 'validated' contains significantly more data than 'train' (although it contains both test and validation, so one needs to be careful there), it can be u...
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Couldn't cast array of type string error with cast_column
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2022-02-02 18:33:29+00:00
2022-07-19 13:36:24+00:00
2022-07-19 13:36:24+00:00
NONE
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## Describe the bug In OVH cloud during Huggingface Robust-speech-recognition event on a AI training notebook instance using jupyter lab and running jupyter notebook When using the dataset.cast_column("audio",Audio(sampling_rate=16_000)) method I get error ![image](https://user-images.githubusercontent.com/25264...
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Process .opus files with torchaudio
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2022-02-02 15:23:14+00:00
2022-02-04 15:29:38+00:00
2022-02-04 15:29:38+00:00
CONTRIBUTOR
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@anton-l suggested to proccess .opus files with `torchaudio` instead of `soundfile` as it's faster: ![opus](https://user-images.githubusercontent.com/16348744/152177816-2df6076c-f28b-4aef-a08d-b499b921414d.png) (moreover, I didn't manage to load .opus files with `soundfile` / `librosa` locally on any my machine an...
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process .opus files (for Multilingual Spoken Words)
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2022-02-02 15:21:48+00:00
2022-02-22 10:04:03+00:00
2022-02-22 10:03:53+00:00
CONTRIBUTOR
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Opus files requires `libsndfile>=1.0.30`. Add check for this version and tests. **outdated:** Add [Multillingual Spoken Words dataset](https://mlcommons.org/en/multilingual-spoken-words/) You can specify multiple languages for downloading 😌: ```python ds = load_dataset("datasets/ml_spoken_words", languages=...
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Fix MP3 resampling when a dataset's audio files have different sampling rates
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2022-02-02 10:31:45+00:00
2022-02-02 10:52:26+00:00
2022-02-02 10:52:26+00:00
MEMBER
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The resampler needs to be updated if the `orig_freq` doesn't match the audio file sampling rate Fix https://github.com/huggingface/datasets/issues/3662
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[WIP] Return local paths to Common Voice
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2022-02-01 21:48:27+00:00
2022-02-22 09:14:06+00:00
2022-02-22 09:14:06+00:00
MEMBER
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Fixes https://github.com/huggingface/datasets/issues/3663 This is a proposed way of returning the old local file-based generator while keeping the new streaming generator intact. TODO: - [ ] brainstorm a bit more on https://github.com/huggingface/datasets/issues/3663 to see if we can do better - [ ] refactor th...
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[Audio] Path of Common Voice cannot be used for audio loading anymore
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2022-02-01 18:40:10+00:00
2022-09-21 15:03:09+00:00
2022-09-21 14:56:22+00:00
CONTRIBUTOR
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## Describe the bug ## Steps to reproduce the bug ```python from datasets import load_dataset from torchaudio import load ds = load_dataset("common_voice", "ab", split="train") # both of the following commands fail at the moment load(ds[0]["audio"]["path"]) load(ds[0]["path"]) ``` ## Expected results ...
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[Audio] MP3 resampling is incorrect when dataset's audio files have different sampling rates
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2022-02-01 17:55:04+00:00
2022-02-02 10:52:25+00:00
2022-02-02 10:52:25+00:00
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The Audio feature resampler for MP3 gets stuck with the first original frequencies it meets, which leads to subsequent decoding to be incorrect. Here is a code to reproduce the issue: Let's first consider two audio files with different sampling rates 32000 and 16000: ```python # first download a mp3 file with s...
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1,121,000,251
PR_kwDODunzps4x61ad
3,661
Remove unnecessary 'r' arg in
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2022-02-01 17:29:27+00:00
2022-02-07 16:57:27+00:00
2022-02-07 16:02:42+00:00
CONTRIBUTOR
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Originally from #3489
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1,120,982,671
PR_kwDODunzps4x6xr8
3,660
Change HTTP links to HTTPS
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2022-02-01 17:12:51+00:00
2022-09-21 15:16:32+00:00
NaT
CONTRIBUTOR
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I tested the links. I also fixed some typos. Originally from #3489
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I_kwDODunzps5Cz8kI
3,659
push_to_hub but preview not working
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2022-02-01 16:23:57+00:00
2022-02-09 08:00:37+00:00
2022-02-09 08:00:37+00:00
NONE
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## Dataset viewer issue for '*happifyhealth/twitter_pnn*' **Link:** *[link to the dataset viewer page](https://huggingface.co/datasets/happifyhealth/twitter_pnn)* I used ``` dataset.push_to_hub("happifyhealth/twitter_pnn") ``` but the preview is not working. Am I the one who added this dataset ? Yes
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3,658
Dataset viewer issue for *P3*
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2022-02-01 15:57:56+00:00
2023-09-25 12:16:21+00:00
2023-09-25 12:16:21+00:00
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## Dataset viewer issue for '*P3*' **Link: https://huggingface.co/datasets/bigscience/P3** ``` Status code: 400 Exception: SplitsNotFoundError Message: The split names could not be parsed from the dataset config. ``` Am I the one who added this dataset ? No
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PR_kwDODunzps4x5f1I
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Extend dataset builder for streaming in `get_dataset_split_names`
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2022-02-01 12:21:24+00:00
2022-02-03 22:49:06+00:00
2022-02-02 11:22:01+00:00
COLLABORATOR
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Currently, `get_dataset_split_names` doesn't extend a builder module to support streaming, even though it uses `StreamingDownloadManager` to download data. This PR fixes that. To test the change, run the following: ```bash pip install git+https://github.com/huggingface/datasets.git@fix-get_dataset_split_names-stre...
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checksum error subjqa dataset
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2022-02-01 10:53:33+00:00
2022-02-10 10:56:59+00:00
2022-02-10 10:56:38+00:00
NONE
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## Describe the bug I get a checksum error when loading the `subjqa` dataset (used in the transformers book). ## Steps to reproduce the bug ```python from datasets import load_dataset subjqa = load_dataset("subjqa","electronics") ``` ## Expected results Loading the dataset ## Actual results ``` ---...
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1,119,801,077
I_kwDODunzps5Cvs71
3,655
Pubmed dataset not reachable
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2022-01-31 18:45:47+00:00
2022-12-19 19:18:10+00:00
2022-02-14 14:15:41+00:00
CONTRIBUTOR
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## Describe the bug Trying to use the `pubmed` dataset fails to reach / download the source files. ## Steps to reproduce the bug ```python pubmed_train = datasets.load_dataset('pubmed', split='train') ``` ## Expected results Should begin downloading the pubmed dataset. ## Actual results ``` ConnectionEr...
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PR_kwDODunzps4x2kiX
3,654
Better TQDM output
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2022-01-31 17:22:43+00:00
2022-02-03 15:55:34+00:00
2022-02-03 15:55:33+00:00
COLLABORATOR
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This PR does the following: * if `dataset_infos.json` exists for a dataset, uses `num_examples` to print the total number of examples that needs to be generated (in `builder.py`) * fixes `tqdm` + multiprocessing in Jupyter Notebook/Colab (the issue stems from this commit in the `tqdm` repo: https://github.com/tqdm/tq...
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`to_json` in multiprocessing fashion sometimes deadlock
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2022-01-31 09:35:07+00:00
2022-01-31 09:35:07+00:00
NaT
CONTRIBUTOR
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## Describe the bug `to_json` in multiprocessing fashion sometimes deadlock, instead of raising exceptions. Temporary solution is to see that it deadlocks, and then reduce the number of processes or batch size in order to reduce the memory footprint. As @lhoestq pointed out, this might be related to https://bugs....
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sp. Columbia => Colombia
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2022-01-31 00:41:03+00:00
2022-02-09 16:55:25+00:00
2022-01-31 08:29:07+00:00
CONTRIBUTOR
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"Columbia" is various places in North America. The country is "Colombia".
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Update link in wiki_bio dataset
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2022-01-30 16:28:54+00:00
2022-01-31 14:50:48+00:00
2022-01-31 08:38:09+00:00
CONTRIBUTOR
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Fixes #3580 and makes the wiki_bio dataset work again. I changed the link and some documentation, and all the tests pass. Thanks @lhoestq for uploading the dataset to the HuggingFace data bucket. @lhoestq -- all the tests pass, but I'm still not able to import the dataset, as the old Google Drive link is cached some...
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Allow 'to_json' to run in unordered fashion in order to lower memory footprint
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2022-01-30 13:23:19+00:00
2023-09-25 06:28:51+00:00
2023-09-24 16:45:48+00:00
CONTRIBUTOR
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I'm using `to_json(..., num_proc=num_proc, compressiong='gzip')` with `num_proc>1`. I'm having an issue where things seem to deadlock at some point. Eventually I see OOM. I'm guessing it's an issue where one process starts to take a long time for a specific batch, and so other process keep accumulating their results in...
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Add IGLUE dataset
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2022-01-28 14:59:41+00:00
2022-01-28 15:02:35+00:00
NaT
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## Adding a Dataset - **Name:** IGLUE - **Description:** IGLUE brings together 4 vision-and-language tasks across 20 languages (Twitter [thread](https://twitter.com/ebugliarello/status/1487045497583976455?s=20&t=SB4LZGDhhkUW83ugcX_m5w)) - **Paper:** https://arxiv.org/abs/2201.11732 - **Data:** https://github.com/e-...
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Fix Windows CI: bump python to 3.7
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2022-01-28 14:24:54+00:00
2022-01-28 14:40:39+00:00
2022-01-28 14:40:39+00:00
MEMBER
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Python>=3.7 is needed to install `tokenizers` 0.11
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Fix `add_column` on datasets with indices mapping
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2022-01-28 13:06:29+00:00
2022-01-28 15:35:58+00:00
2022-01-28 15:35:58+00:00
COLLABORATOR
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My initial idea was to avoid the `flatten_indices` call and reorder a new column instead, but in the end I decided to follow `concatenate_datasets` and use `flatten_indices` to avoid padding when `dataset._indices.num_rows != dataset._data.num_rows`. Fix #3599
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