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https://api.github.com/repos/huggingface/datasets/issues/4559
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1,283,544,937
PR_kwDODunzps46TV7-
4,559
Add action names in schema_guided_dstc8 dataset card
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2022-06-24 10:00:01+00:00
2022-06-24 10:54:28+00:00
2022-06-24 10:43:47+00:00
MEMBER
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As aseked in https://huggingface.co/datasets/schema_guided_dstc8/discussions/1, I added the action names in the dataset card
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PR_kwDODunzps46THl_
4,558
Add evaluation metadata to wmt14
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2022-06-24 09:08:54+00:00
2023-09-24 09:35:39+00:00
2022-09-23 09:36:50+00:00
MEMBER
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1,283,473,889
PR_kwDODunzps46TGZK
4,557
Add evaluation metadata to wmt16
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2022-06-24 09:04:23+00:00
2023-09-24 09:35:49+00:00
2022-09-23 09:36:32+00:00
MEMBER
null
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Just to confirm: we should add this metadata via GitHub and not Hub PRs for canonical datasets right?
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4,556
Dataset Viewer issue for conll2003
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2022-06-24 08:55:18+00:00
2022-06-24 09:50:39+00:00
2022-06-24 09:50:39+00:00
MEMBER
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### Link https://huggingface.co/datasets/conll2003/viewer/conll2003/test ### Description Seems like a cache problem with this config / split: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/datasets/conll...
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1,283,451,651
I_kwDODunzps5Mf-sD
4,555
Dataset Viewer issue for xtreme
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2022-06-24 08:46:08+00:00
2022-06-24 09:50:45+00:00
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MEMBER
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### Link https://huggingface.co/datasets/xtreme/viewer/PAN-X.de/test ### Description There seems to be a problem with the cache of this config / split: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/data...
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1,283,369,453
PR_kwDODunzps46Sv_f
4,554
Fix WMT dataset loading issue and docs update (Re-opened)
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2022-06-24 07:26:16+00:00
2022-07-08 15:39:20+00:00
2022-07-08 15:27:44+00:00
CONTRIBUTOR
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This PR is a fix for #4354 Changes are made for `wmt14`, `wmt15`, `wmt16`, `wmt17`, `wmt18`, `wmt19` and `wmt_t2t`. And READMEs are updated for the corresponding datasets. Let me know, if any additional changes are required. Thanks
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4,553
Stop dropping columns in to_tf_dataset() before we load batches
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2022-06-23 18:21:05+00:00
2022-07-04 19:00:13+00:00
2022-07-04 18:49:01+00:00
MEMBER
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`to_tf_dataset()` dropped unnecessary columns before loading batches from the dataset, but this is causing problems when using a transform, because the dropped columns might be needed to compute the transform. Since there's no real way to check which columns the transform might need, we skip dropping columns and instea...
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4,552
Tell users to upload on the hub directly
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2022-06-23 15:47:52+00:00
2022-06-26 15:49:46+00:00
2022-06-26 15:39:11+00:00
MEMBER
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As noted in https://github.com/huggingface/datasets/pull/4534, it is still not clear that it is recommended to add datasets on the Hugging Face Hub directly instead of GitHub, so I updated some docs. Moreover since users won't be able to get reviews from us on the Hub, I added a paragraph to tell users that they can...
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PR_kwDODunzps46QAV-
4,551
Perform hidden file check on relative data file path
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2022-06-23 14:49:11+00:00
2022-06-30 14:49:20+00:00
2022-06-30 14:38:18+00:00
COLLABORATOR
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Fix #4549
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imdb source error
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2022-06-23 13:02:52+00:00
2022-06-23 13:47:05+00:00
2022-06-23 13:47:04+00:00
NONE
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## Describe the bug imdb dataset not loading ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("imdb") ``` ## Expected results ## Actual results ```bash 06/23/2022 14:45:18 - INFO - datasets.builder - Dataset not on Hf google storage. Downloading and pr...
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FileNotFoundError when passing a data_file inside a directory starting with double underscores
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2022-06-23 12:19:24+00:00
2022-06-30 14:38:18+00:00
2022-06-30 14:38:18+00:00
MEMBER
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Bug experienced in the `accelerate` CI: https://github.com/huggingface/accelerate/runs/7016055148?check_suite_focus=true This is related to https://github.com/huggingface/datasets/pull/4505 and the changes from https://github.com/huggingface/datasets/pull/4412
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Metadata.jsonl for Imagefolder is ignored if it's in a parent directory to the splits directories/do not have "{split}_" prefix
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2022-06-23 10:58:57+00:00
2022-06-30 10:15:32+00:00
2022-06-30 10:15:32+00:00
CONTRIBUTOR
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If data contains a single `metadata.jsonl` file for several splits, it won't be included in a dataset's `data_files` and therefore ignored. This happens when a directory is structured like as follows: ``` train/ file_1.jpg file_2.jpg test/ file_3.jpg file_4.jpg metadata.jsonl ``` or like as follows:...
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[CI] Fix some warnings
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2022-06-23 10:10:49+00:00
2022-06-28 14:10:57+00:00
2022-06-28 13:59:54+00:00
MEMBER
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There are some warnings in the CI that are annoying, I tried to remove most of them
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[CI] fixing seqeval install in ci by pinning setuptools-scm
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2022-06-23 09:24:37+00:00
2022-06-23 10:24:16+00:00
2022-06-23 10:13:44+00:00
MEMBER
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The latest setuptools-scm version supported on 3.6 is 6.4.2. However for some reason circleci has version 7, which doesn't work. I fixed this by pinning the version of setuptools-scm in the circleci job Fix https://github.com/huggingface/datasets/issues/4544
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Make DuplicateKeysError more user friendly [For Issue #2556]
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2022-06-22 21:01:34+00:00
2022-06-28 09:37:06+00:00
2022-06-28 09:26:04+00:00
CONTRIBUTOR
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# What does this PR do? ## Summary *DuplicateKeysError error does not provide any information regarding the examples which have the same the key.* *This information is very helpful for debugging the dataset generator script.* ## Additions - ## Changes - Changed `DuplicateKeysError Class` in `src/datase...
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[CI] seqeval installation fails sometimes on python 3.6
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2022-06-22 16:35:23+00:00
2022-06-23 10:13:44+00:00
2022-06-23 10:13:44+00:00
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The CI sometimes fails to install seqeval, which cause the `seqeval` metric tests to fail. The installation fails because of this error: ``` Collecting seqeval Downloading seqeval-1.2.2.tar.gz (43 kB) |███████▌ | 10 kB 42.1 MB/s eta 0:00:01 |███████████████ ...
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[CI] Fix upstream hub test url
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2022-06-22 15:34:27+00:00
2022-06-22 16:37:40+00:00
2022-06-22 16:27:37+00:00
MEMBER
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Some tests were still using moon-stagign instead of hub-ci. I also updated the token to use one dedicated to `datasets`
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[to_tf_dataset] Use Feather for better compatibility with TensorFlow ?
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2022-06-22 14:42:00+00:00
2022-10-11 08:45:45+00:00
NaT
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To have better performance in TensorFlow, it is important to provide lists of data files in supported formats. For example sharded TFRecords datasets are extremely performant. This is because tf.data can better leverage parallelism in this case, and load one file at a time in memory. It seems that using `tensorflow_...
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Fix timestamp conversion from Pandas to Python datetime in streaming mode
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2022-06-22 13:40:01+00:00
2022-06-22 16:39:27+00:00
2022-06-22 16:29:09+00:00
MEMBER
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Arrow accepts both pd.Timestamp and datetime.datetime objects to create timestamp arrays. However a timestamp array is always converted to datetime.datetime objects. This created an inconsistency between streaming in non-streaming. e.g. the `ett` dataset outputs datetime.datetime objects in non-streaming but pd.tim...
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1,280,142,942
I_kwDODunzps5MTW5e
4,540
Avoid splitting by` .py` for the file.
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2022-06-22 13:26:55+00:00
2022-07-07 13:17:44+00:00
2022-07-07 13:17:44+00:00
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https://github.com/huggingface/datasets/blob/90b3a98065556fc66380cafd780af9b1814b9426/src/datasets/load.py#L272 Hello, Thanks you for this library . I was using it and I had one edge case. my home folder name ends with `.py` it is `/home/espoir.py` so anytime I am running the code to load a local module thi...
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1,279,779,829
PR_kwDODunzps46GfWv
4,539
Replace deprecated logging.warn with logging.warning
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2022-06-22 08:32:29+00:00
2022-06-22 13:43:23+00:00
2022-06-22 12:51:51+00:00
CONTRIBUTOR
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Replace `logging.warn` (deprecated in [Python 2.7, 2011](https://github.com/python/cpython/commit/04d5bc00a219860c69ea17eaa633d3ab9917409f)) with `logging.warning` (added in [Python 2.3, 2003](https://github.com/python/cpython/commit/6fa635df7aa88ae9fd8b41ae42743341316c90f7)). * https://docs.python.org/3/library/log...
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4,538
Dataset Viewer issue for Pile of Law
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2022-06-22 02:48:40+00:00
2022-06-27 07:30:23+00:00
2022-06-26 22:26:22+00:00
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### Link https://huggingface.co/datasets/pile-of-law/pile-of-law ### Description Hi, I would like to turn off the dataset viewer for our dataset without enabling access requests. To comply with upstream dataset creator requests/licenses, we would like to make sure that the data is not indexed by search engines...
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1,279,144,310
PR_kwDODunzps46ESJn
4,537
Fix WMT dataset loading issue and docs update
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2022-06-21 21:48:02+00:00
2022-06-24 07:05:43+00:00
2022-06-24 07:05:10+00:00
CONTRIBUTOR
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This PR is a fix for #4354 Changes are made for `wmt14`, `wmt15`, `wmt16`, `wmt17`, `wmt18`, `wmt19` and `wmt_t2t`. And READMEs are updated for the corresponding datasets. As I am on a M1 Mac, I am not able to create a virtual `dev` environment using `pip install -e ".[dev]"`. Issue is with `tensorflow-text` not...
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4,536
Properly raise FileNotFound even if the dataset is private
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2022-06-21 17:05:50+00:00
2022-06-28 10:46:51+00:00
2022-06-28 10:36:10+00:00
MEMBER
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`tests/test_load.py::test_load_streaming_private_dataset` was failing because the hub now returns 401 when getting the HfApi.dataset_info of a dataset without authentication. `load_dataset` was raising ConnectionError, while it should be FileNoteFoundError since it first checks for local files before checking the Hub. ...
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Add `batch_size` parameter when calling `add_faiss_index` and `add_faiss_index_from_external_arrays`
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2022-06-21 12:18:49+00:00
2022-06-27 16:25:09+00:00
2022-06-27 16:14:36+00:00
MEMBER
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Currently, even though the `batch_size` when adding vectors to the FAISS index can be tweaked in `FaissIndex.add_vectors()`, the function `ArrowDataset.add_faiss_index` doesn't have either the parameter `batch_size` to be propagated to the nested `FaissIndex.add_vectors` function or `*args, **kwargs`, so on, this PR ad...
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Add `tldr_news` dataset
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2022-06-21 05:02:43+00:00
2022-06-23 14:33:54+00:00
2022-06-21 14:21:11+00:00
NONE
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This PR aims at adding support for a news dataset: `tldr news`. This dataset is based on the daily [tldr tech newsletter](https://tldr.tech/newsletter) and contains a `headline` as well as a `content` for every piece of news contained in a newsletter.
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Timestamp not returned as datetime objects in streaming mode
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As reported in (internal) https://github.com/huggingface/datasets-server/issues/397 ```python >>> from datasets import load_dataset >>> dataset = load_dataset("ett", name="h2", split="test", streaming=True) >>> d = next(iter(dataset)) >>> d['start'] Timestamp('2016-07-01 00:00:00') ``` while loading in non-...
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Add Video feature
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2022-06-20 16:36:41+00:00
2022-11-10 16:59:51+00:00
2022-11-10 16:59:51+00:00
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The following adds a `Video` feature for encoding/decoding videos on the fly from in memory bytes. It uses my own `encoded-video` library which is basically `pytorchvideo`'s encoded video but with all the `torch` specific stuff stripped out. Because of that, and because the tool I used under the hood is not very mature...
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Dataset Viewer issue for CSV datasets
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2022-06-20 14:56:24+00:00
2022-06-21 08:28:46+00:00
2022-06-21 08:28:27+00:00
CONTRIBUTOR
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### Link https://huggingface.co/datasets/scikit-learn/breast-cancer-wisconsin ### Description I'm populating CSV datasets [here](https://huggingface.co/scikit-learn) but the viewer is not enabled and it looks for a dataset loading script, the datasets aren't on queue as well. You can replicate the problem by sim...
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Add AudioFolder packaged loader
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2022-06-20 12:54:02+00:00
2022-08-22 14:36:49+00:00
2022-08-22 14:20:40+00:00
CONTRIBUTOR
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will close #3964 AudioFolder is almost identical to ImageFolder except for inferring labels is not the default behavior (`drop_labels` is set to True in config), the option of inferring them is preserved though. The weird thing is happening with the `test_data_files_with_metadata_and_archives` when `streaming` i...
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Ecoset
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2022-06-20 10:39:34+00:00
2023-10-26 09:12:32+00:00
2023-10-04 18:19:52+00:00
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## Adding a Dataset - **Name:** *Ecoset* - **Description:** *https://www.kietzmannlab.org/ecoset/* - **Paper:** *https://doi.org/10.1073/pnas.2011417118* - **Data:** *https://codeocean.com/capsule/9570390/tree/v1* - **Motivation:** **Ecoset** was created as a clean and ecologically valid alternative to **Imagen...
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Memory leak when iterating a Dataset
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2022-06-20 10:03:14+00:00
2022-09-12 08:51:39+00:00
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e## Describe the bug It seems that memory never gets freed after iterating a `Dataset` (using `.map()` or a simple `for` loop) ## Steps to reproduce the bug ```python import gc import logging import time import pyarrow from datasets import load_dataset from tqdm import trange import os, psutil logging.ba...
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Dataset Viewer issue for vadis/sv-ident
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2022-06-20 08:47:42+00:00
2022-06-21 16:42:46+00:00
2022-06-21 16:42:45+00:00
MEMBER
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### Link https://huggingface.co/datasets/vadis/sv-ident ### Description The dataset preview does not work: ``` Server Error Status code: 400 Exception: Status400Error Message: The dataset does not exist. ``` However, the dataset is streamable and works locally: ```python In [1]: from dataset...
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split cache used when processing different split
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2022-06-20 08:44:58+00:00
2022-06-28 14:04:58+00:00
NaT
CONTRIBUTOR
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## Describe the bug` ``` ds1 = load_dataset('squad', split='validation') ds2 = load_dataset('squad', split='train') ds1 = ds1.map(some_function) ds2 = ds2.map(some_function) assert ds1 == ds2 ``` This happens when ds1 and ds2 are created in `pytorch_lightning.DataModule` through ``` class myDataModule: ...
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Out of memory error on workers while running Beam+Dataflow
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2022-06-20 07:28:12+00:00
2024-10-09 16:09:50+00:00
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## Describe the bug While running the preprocessing of the natural_question dataset (see PR #4368), there is an issue for the "default" config (train+dev files). Previously we ran the preprocessing for the "dev" config (only dev files) with success. Train data files are larger than dev ones and apparently worker...
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Downloading via Apache Pipeline, client cancelled (org.apache.beam.vendor.grpc.v1p43p2.io.grpc.StatusRuntimeException)
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2022-06-18 23:36:45+00:00
2022-06-21 00:38:20+00:00
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## Describe the bug When downloading some `wikipedia` languages (in particular, I'm having a hard time with Spanish, Cebuano, and Russian) via FlinkRunner, I encounter the exception in the title. I have been playing with package versions a lot, because unfortunately, the different dependencies required by these packag...
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PR_kwDODunzps452hgh
4,523
Update download url and improve card of `cats_vs_dogs` dataset
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2022-06-17 12:59:44+00:00
2022-06-21 14:23:26+00:00
2022-06-21 14:13:08+00:00
COLLABORATOR
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Improve the download URL (reported here: https://huggingface.co/datasets/cats_vs_dogs/discussions/1), remove the `image_file_path` column (not used in Transformers, so it should be safe) and add more info to the card.
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I_kwDODunzps5L_eCw
4,522
Try to reduce the number of datasets that require manual download
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2022-06-17 11:42:03+00:00
2022-06-17 11:52:48+00:00
NaT
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> Currently, 41 canonical datasets require manual download. I checked their scripts and I'm pretty sure this number can be reduced to ≈ 30 by not relying on bash scripts to download data, hosting data directly on the Hub when the license permits, etc. Then, we will mostly be left with datasets with restricted access, w...
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I_kwDODunzps5L_boN
4,521
Datasets method `.map` not hashing
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2022-06-17 11:31:10+00:00
2022-08-04 12:08:16+00:00
2022-06-28 13:23:05+00:00
CONTRIBUTOR
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## Describe the bug Datasets method `.map` not hashing, even with an empty no-op function ## Steps to reproduce the bug ```python from datasets import load_dataset # download 9MB dummy dataset ds = load_dataset("hf-internal-testing/librispeech_asr_dummy", "clean") def prepare_dataset(batch): return(b...
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4,520
Failure to hash `dataclasses` - results in functions that cannot be hashed or cached in `.map`
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2022-06-17 10:47:17+00:00
2022-06-28 14:47:17+00:00
2022-06-28 14:04:29+00:00
CONTRIBUTOR
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Dataclasses cannot be hashed. As a result, they cannot be hashed or cached if used in the `.map` method. Dataclasses are used extensively in Transformers examples scripts: (c.f. [CTC example](https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py)). Since...
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Create new sections for audio and vision in guides
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2022-06-16 21:38:24+00:00
2022-07-07 15:36:37+00:00
2022-07-07 15:24:58+00:00
MEMBER
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This PR creates separate sections in the guides for audio, vision, text, and general usage so it is easier for users to find loading, processing, or sharing guides specific to the dataset type they're working with. It'll also allow us to scale the docs to additional dataset types - like time series, tabular, etc. - whi...
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Patch tests for hfh v0.8.0
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2022-06-16 19:45:32+00:00
2022-06-17 16:15:57+00:00
2022-06-17 16:06:07+00:00
MEMBER
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This PR patches testing utilities that would otherwise fail with hfh v0.8.0.
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Add tags for task_ids:summarization-* and task_categories:summarization*
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2022-06-16 18:52:25+00:00
2022-07-08 15:14:23+00:00
2022-07-08 15:02:31+00:00
CONTRIBUTOR
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yaml header at top of README.md file was edited to add task tags because I couldn't find the existing tags in the json separate Pull Request will modify dataset_infos.json to add these tags The Enron dataset (dataset id aeslc) is only tagged with: arxiv:1906.03497' languages:en pretty_name:AESLC ...
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Fix hashing for python 3.9
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2022-06-16 16:42:31+00:00
2022-06-28 13:33:46+00:00
2022-06-28 13:23:06+00:00
MEMBER
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In python 3.9, pickle hashes the `glob_ids` dictionary in addition to the `globs` of a function. Therefore the test at `tests/test_fingerprint.py::RecurseDumpTest::test_recurse_dump_for_function_with_shuffled_globals` is currently failing for python 3.9 To make hashing deterministic when the globals are not in th...
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Add uppercased versions of image file extensions for automatic module inference
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2022-06-16 14:14:49+00:00
2022-06-16 17:21:53+00:00
2022-06-16 17:11:41+00:00
COLLABORATOR
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Adds the uppercased versions of the image file extensions to the supported extensions. Another approach would be to call `.lower()` on extensions while resolving data files, but uppercased extensions are not something we want to encourage out of the box IMO unless they are commonly used (as they are in the vision d...
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4,514
Allow .JPEG as a file extension
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2022-06-16 12:36:20+00:00
2022-06-20 08:18:46+00:00
2022-06-16 17:11:40+00:00
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## Describe the bug When loading image data, HF datasets seems to recognize `.jpg` and `.jpeg` file extensions, but not e.g. .JPEG. As the naming convention .JPEG is used in important datasets such as imagenet, I would welcome if according extensions like .JPEG or .JPG would be allowed. ## Steps to reproduce the bu...
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Update Google Cloud Storage documentation and add Azure Blob Storage example
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2022-06-16 11:46:09+00:00
2022-06-23 17:05:11+00:00
2022-06-23 16:54:59+00:00
MEMBER
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While I was going through the 🤗 Datasets documentation of the Cloud storage filesystems at https://huggingface.co/docs/datasets/filesystems, I realized that the Google Cloud Storage documentation could be improved e.g. bullet point says "Load your dataset" when the actual call was to "Save your dataset", in-line code ...
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Add links to vision tasks scripts in ADD_NEW_DATASET template
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2022-06-16 10:35:35+00:00
2022-07-08 14:07:50+00:00
2022-07-08 13:56:23+00:00
COLLABORATOR
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Add links to vision dataset scripts in the ADD_NEW_DATASET template.
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4,511
Support all negative values in ClassLabel
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2022-06-16 09:59:39+00:00
2025-07-23 18:38:15+00:00
2022-06-16 13:54:07+00:00
MEMBER
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We usually use -1 to represent a missing label, but we should also support any negative values (some users use -100 for example). This is a regression from `datasets` 2.3 Fix https://github.com/huggingface/datasets/issues/4508
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Add regression test for `ArrowWriter.write_batch` when batch is empty
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2022-06-16 08:53:51+00:00
2022-06-16 12:38:02+00:00
2022-06-16 12:28:19+00:00
MEMBER
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As spotted by @cccntu in #4502, there's a logic bug in `ArrowWriter.write_batch` as the if-statement to handle the empty batches as detailed in the docstrings of the function ("Ignores the batch if it appears to be empty, preventing a potential schema update of unknown types."), the current if-statement is not handling...
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Support skipping Parquet to Arrow conversion when using Beam
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2022-06-16 08:25:38+00:00
2022-11-07 16:22:41+00:00
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MEMBER
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cast_storage method from datasets.features
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2022-06-15 20:47:22+00:00
2022-06-16 13:54:07+00:00
2022-06-16 13:54:07+00:00
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## Describe the bug A bug occurs when mapping a function to a dataset object. I ran the same code with the same data yesterday and it worked just fine. It works when i run locally on an old version of datasets. ## Steps to reproduce the bug Steps are: - load whatever datset - write a preprocessing function such ...
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How to let `load_dataset` return a `Dataset` instead of `DatasetDict` in customized loading script
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2022-06-15 18:56:34+00:00
2022-06-16 10:40:08+00:00
2022-06-16 10:40:08+00:00
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If the dataset does not need splits, i.e., no training and validation split, more like a table. How can I let the `load_dataset` function return a `Dataset` object directly rather than return a `DatasetDict` object with only one key-value pair. Or I can paraphrase the question in the following way: how to skip `_spl...
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Failure to hash (and cache) a `.map(...)` (almost always) - using this method can produce incorrect results
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2022-06-28 13:23:05+00:00
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## Describe the bug Sometimes I get messages about not being able to hash a method: `Parameter 'function'=<function StupidDataModule._separate_speaker_id_from_dialogue at 0x7f1b27180d30> of the transform datasets.arrow_dataset.Dataset. _map_single couldn't be hashed properly, a random hash was used instead. Make sur...
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1,272,477,226
PR_kwDODunzps45uH-o
4,505
Fix double dots in data files
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2022-06-15 16:31:04+00:00
2022-06-15 17:15:58+00:00
2022-06-15 17:05:53+00:00
MEMBER
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As mentioned in https://github.com/huggingface/transformers/pull/17715 `data_files` can't find a file if the path contains double dots `/../`. This has been introduced in https://github.com/huggingface/datasets/pull/4412, by trying to ignore hidden files and directories (i.e. if they start with a dot) I fixed this a...
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4,504
Can you please add the Stanford dog dataset?
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2022-06-15 15:39:35+00:00
2024-12-09 15:44:11+00:00
2023-10-18 18:55:30+00:00
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## Adding a Dataset - **Name:** *Stanford dog dataset* - **Description:** *The dataset is about 120 classes for a total of 20.580 images. You can find the dataset here http://vision.stanford.edu/aditya86/ImageNetDogs/* - **Paper:** *http://vision.stanford.edu/aditya86/ImageNetDogs/* - **Data:** *[link to the Github...
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Refactor and add metadata to fever dataset
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2022-06-15 14:59:47+00:00
2022-07-06 11:54:15+00:00
2022-07-06 11:41:30+00:00
MEMBER
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Related to: #4452 and #3792.
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Logic bug in arrow_writer?
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2022-06-15 14:50:00+00:00
2022-06-18 15:15:51+00:00
2022-06-18 15:15:51+00:00
CONTRIBUTOR
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https://github.com/huggingface/datasets/blob/88a902d6474fae8d793542d57a4f3b0d187f3c5b/src/datasets/arrow_writer.py#L475-L488 I got some error, and I found it's caused by `batch_examples` being `{}`. I wonder if the code should be as follows: ``` - if batch_examples and len(next(iter(batch_examples.values())...
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Corrected broken links in doc
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Add `concatenate_datasets` for iterable datasets
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2022-06-15 13:58:50+00:00
2022-06-28 21:25:39+00:00
2022-06-28 21:15:04+00:00
MEMBER
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`concatenate_datasets` currently only supports lists of `datasets.Dataset`, not lists of `datasets.IterableDataset` like `interleave_datasets` Fix https://github.com/huggingface/datasets/issues/2564 I also moved `_interleave_map_style_datasets` from combine.py to arrow_dataset.py, since the logic depends a lot on...
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fix ETT m1/m2 test/val dataset
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2022-06-15 11:51:02+00:00
2022-06-15 14:55:56+00:00
2022-06-15 14:45:13+00:00
CONTRIBUTOR
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https://huggingface.co/datasets/ett/discussions/1
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WER and CER > 1
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2022-06-15 11:35:12+00:00
2022-06-15 16:38:05+00:00
2022-06-15 16:38:05+00:00
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## Describe the bug It seems that in some cases in which the `prediction` is longer than the `reference` we may have word/character error rate higher than 1 which is a bit odd. If it's a real bug I think I can solve it with a PR changing [this](https://github.com/huggingface/datasets/blob/master/metrics/wer/wer.py#...
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Re-add download_manager module in utils
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2022-06-15 09:44:33+00:00
2022-06-15 10:33:28+00:00
2022-06-15 10:23:44+00:00
MEMBER
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https://github.com/huggingface/datasets/pull/4384 moved `datasets.utils.download_manager` to `datasets.download.download_manager` This breaks `evaluate` which imports `DownloadMode` from `datasets.utils.download_manager` This PR re-adds `datasets.utils.download_manager` without circular imports. We could also...
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Replace `assertEqual` with `assertTupleEqual` in unit tests for verbosity
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2022-06-15 09:29:16+00:00
2022-07-07 17:06:51+00:00
2022-07-07 16:55:48+00:00
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As detailed in #4419 and as suggested by @mariosasko, we could replace the `assertEqual` assertions with `assertTupleEqual` when the assertion is between Tuples, in order to make the tests more verbose.
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Fix patching module that doesn't exist
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2022-06-15 08:17:50+00:00
2022-06-15 16:40:49+00:00
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Reported in https://github.com/huggingface/huggingface_hub/runs/6894703718?check_suite_focus=true When trying to patch `scipy.io.loadmat`: ```python ModuleNotFoundError: No module named 'scipy' ``` Instead it shouldn't raise an error and do nothing Bug introduced by #4375 Fix https://github.com/hugging...
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Patching fails for modules that are not installed or don't exist
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2022-06-15 08:17:29+00:00
2022-06-15 08:54:09+00:00
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Reported in https://github.com/huggingface/huggingface_hub/runs/6894703718?check_suite_focus=true When trying to patch `scipy.io.loadmat`: ```python ModuleNotFoundError: No module named 'scipy' ``` Instead it shouldn't raise an error and do nothing We use patching to extend such functions to support remot...
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Add `@transmit_format` in `flatten`
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2022-06-14 20:09:09+00:00
2022-09-27 11:37:25+00:00
2022-09-27 10:48:54+00:00
MEMBER
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As suggested by @mariosasko in https://github.com/huggingface/datasets/pull/4411, we should include the `@transmit_format` decorator to `flatten`, `rename_column`, and `rename_columns` so as to ensure that the value of `_format_columns` in an `ArrowDataset` is properly updated. **Edit**: according to @mariosasko com...
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Pin the revision in imagenet download links
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2022-06-14 17:15:17+00:00
2022-06-14 17:35:13+00:00
2022-06-14 17:25:45+00:00
MEMBER
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Use the commit sha in the data files URLs of the imagenet-1k download script, in case we want to restructure the data files in the future. For example we may split it into many more shards for better paralellism. cc @mariosasko
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Dataset Viewer issue for Pavithree/test
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2022-06-14 13:23:10+00:00
2022-06-14 14:37:21+00:00
2022-06-14 14:34:33+00:00
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### Link https://huggingface.co/datasets/Pavithree/test ### Description I have extracted the subset of original eli5 dataset found at hugging face. However, while loading the dataset It throws ArrowNotImplementedError: Unsupported cast from string to null using function cast_null error. Is there anything missi...
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Use `torch.nested_tensor` for arrays of varying length in torch formatter
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2022-06-14 12:19:40+00:00
2023-07-07 13:02:58+00:00
NaT
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Use `torch.nested_tensor` for arrays of varying length in `TorchFormatter`. The PyTorch API of nested tensors is in the prototype stage, so wait for it to become more mature.
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Add SV-Ident dataset
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2022-06-14 12:09:00+00:00
2022-06-20 08:48:26+00:00
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Update PASS dataset version
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2022-06-14 10:47:14+00:00
2022-06-14 16:41:55+00:00
2022-06-14 16:32:28+00:00
COLLABORATOR
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Update the PASS dataset to version v3 (the newest one) from the [version history](https://github.com/yukimasano/PASS/blob/main/version_history.txt). PS: The older versions are not exposed as configs in the script because v1 was removed from Zenodo, and the same thing will probably happen to v2.
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Support streaming UDHR dataset
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2022-06-14 09:33:33+00:00
2022-06-15 05:09:22+00:00
2022-06-15 04:59:49+00:00
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This PR: - Adds support for streaming UDHR dataset - Adds the BCP 47 language code as feature
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1,269,518,084
PR_kwDODunzps45kP88
4,486
Add CCAgT dataset
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2022-06-13 14:20:19+00:00
2022-07-04 14:37:03+00:00
2022-07-04 14:25:45+00:00
NONE
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As described in #4075 I could not generate the dummy data. Also, on the data repository isn't provided the split IDs, but I copy the functions that provide the correct data split. In summary, to have a better distribution, the data in this dataset should be separated based on the amount of NORs in each image.
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1,269,463,054
PR_kwDODunzps45kD7A
4,485
Fix cast to null
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2022-06-13 13:44:32+00:00
2022-06-14 13:43:54+00:00
2022-06-14 13:34:14+00:00
MEMBER
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It currently fails with `ArrowNotImplementedError` instead of `TypeError` when one tries to cast integer to null type. Because if this, type inference breaks when one replaces null values with integers in `map` (it first tries to cast to the previous type before inferring the new type). Fix https://github.com/hug...
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PR_kwDODunzps45jywZ
4,484
Better ImportError message when a dataset script dependency is missing
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2022-06-13 12:44:37+00:00
2022-07-08 14:30:44+00:00
2022-06-13 13:50:47+00:00
MEMBER
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When a depenency is missing for a dataset script, an ImportError message is shown, with a tip to install the missing dependencies. This message is not ideal at the moment: it may show duplicate dependencies, and is not very readable. I improved it from ``` ImportError: To be able to use bigbench, you need to insta...
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I_kwDODunzps5Lp0bQ
4,483
Dataset.map throws pyarrow.lib.ArrowNotImplementedError when converting from list of empty lists
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2022-06-13 10:47:52+00:00
2022-06-14 13:34:14+00:00
2022-06-14 13:34:14+00:00
CONTRIBUTOR
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## Describe the bug Dataset.map throws pyarrow.lib.ArrowNotImplementedError: Unsupported cast from int64 to null using function cast_null when converting from a type of 'empty lists' to 'lists with some type'. This appears to be due to the interaction of arrow internals and some assumptions made by datasets. T...
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1,269,237,447
PR_kwDODunzps45jS_c
4,482
Test that TensorFlow is not imported on startup
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2022-06-13 10:33:49+00:00
2023-10-12 06:31:39+00:00
2023-10-11 09:11:56+00:00
MEMBER
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TF takes some time to be imported, and also uses some GPU memory. I just added a test to make sure that in the future it's never imported by default when ```python import datasets ``` is called. Right now this fails because `huggingface_hub` does import tensorflow (though this is fixed now on their `main` bra...
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PR_kwDODunzps45jIRi
4,481
Fix iwslt2017
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2022-06-13 09:51:21+00:00
2022-10-26 09:09:31+00:00
2022-06-13 10:40:18+00:00
MEMBER
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The files were moved to google drive, I hosted them on the Hub instead (ok according to the license) I also updated the `datasets_infos.json`
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I_kwDODunzps5LojTf
4,480
Bigbench tensorflow GPU dependency
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2022-06-13 05:24:06+00:00
2022-06-14 19:45:24+00:00
2022-06-14 19:45:23+00:00
CONTRIBUTOR
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## Describe the bug Loading bigbech ```py from datasets import load_dataset dataset = load_dataset("bigbench","swedish_to_german_proverbs") ``` tries to use gpu and fails with OOM with the following error ``` Downloading and preparing dataset bigbench/swedish_to_german_proverbs (download: Unknown size, genera...
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4,479
Include entity positions as feature in ReCoRD
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2022-06-12 11:56:28+00:00
2022-08-19 23:23:02+00:00
2022-08-19 13:23:48+00:00
CONTRIBUTOR
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https://huggingface.co/datasets/super_glue/viewer/record/validation TLDR: We need to record entity positions, which are included in the source data but excluded by the loading script, to enable efficient and effective training for ReCoRD. Currently, the loading script ignores the entity positions ("entity_start",...
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1,268,358,213
I_kwDODunzps5LmZxF
4,478
Dataset slow during model training
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2022-06-11 19:40:19+00:00
2022-06-14 12:04:31+00:00
NaT
NONE
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## Describe the bug While migrating towards 🤗 Datasets, I encountered an odd performance degradation: training suddenly slows down dramatically. I train with an image dataset using Keras and execute a `to_tf_dataset` just before training. First, I have optimized my dataset following https://discuss.huggingface.co/...
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I_kwDODunzps5LmNv6
4,477
Dataset Viewer issue for fgrezes/WIESP2022-NER
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2022-06-11 15:49:17+00:00
2022-07-18 13:07:33+00:00
2022-07-18 13:07:33+00:00
NONE
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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4,476
`to_pandas` doesn't take into account format.
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2022-06-10 20:25:31+00:00
2022-06-15 17:41:41+00:00
2022-06-15 17:41:41+00:00
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** I have a large dataset that I need to convert part of to pandas to do some further analysis. Calling `to_pandas` directly on it is expensive. So I thought I could simply select the columns that I want and then call `to_pandas`. **Describe the solu...
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Improve error message for missing pacakges from inside dataset script
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2022-06-10 16:59:36+00:00
2022-10-06 13:46:26+00:00
2022-06-13 13:16:43+00:00
COLLABORATOR
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Improve the error message for missing packages from inside a dataset script: With this change, the error message for missing packages for `bigbench` looks as follows: ``` ImportError: To be able to use bigbench, you need to install the following dependencies: - 'bigbench' using 'pip install "bigbench @ ht...
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[Docs] How to use with PyTorch page
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2022-06-10 16:25:49+00:00
2022-06-14 14:40:32+00:00
2022-06-14 14:04:33+00:00
MEMBER
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Currently the docs about PyTorch are scattered around different pages, and we were missing a place to explain more in depth how to use and optimize a dataset for PyTorch. This PR is related to #4457 which is the TF counterpart :) cc @Rocketknight1 we can try to align both documentations contents now I think cc @s...
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Add SST-2 dataset
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2022-06-10 13:37:26+00:00
2022-06-13 14:11:34+00:00
2022-06-13 14:01:09+00:00
MEMBER
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Add SST-2 dataset. Currently it is part of GLUE benchmark. This PR adds it as a standalone dataset. CC: @julien-c
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Fix 401 error for unauthticated requests to non-existing repos
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2022-06-10 12:38:11+00:00
2022-06-10 13:05:11+00:00
2022-06-10 12:55:57+00:00
MEMBER
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The hub now returns 401 instead of 404 for unauthenticated requests to non-existing repos. This PR add support for the 401 error and fixes the CI fails on `master`
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CI error with repo lhoestq/_dummy
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2022-06-10 12:26:06+00:00
2022-06-10 13:24:53+00:00
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## Describe the bug CI is failing because of repo "lhoestq/_dummy". See: https://app.circleci.com/pipelines/github/huggingface/datasets/12461/workflows/1b040b45-9578-4ab9-8c44-c643c4eb8691/jobs/74269 ``` requests.exceptions.HTTPError: 401 Client Error: Unauthorized for url: https://huggingface.co/api/datasets/lhoest...
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4,470
Reorder returned validation/test splits in script template
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2022-06-10 12:21:13+00:00
2022-06-10 18:04:10+00:00
2022-06-10 17:54:50+00:00
MEMBER
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Replace data URLs in wider_face dataset once hosted on the Hub
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2022-06-10 08:13:25+00:00
2022-06-10 16:42:08+00:00
2022-06-10 16:32:46+00:00
MEMBER
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This PR replaces the URLs of data files in Google Drive with our Hub ones, once the data owners have approved to host their data on the Hub. They also informed us that their dataset is licensed under CC BY-NC-ND.
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Generalize tutorials for audio and vision
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2022-06-09 22:00:44+00:00
2022-06-14 16:22:02+00:00
2022-06-14 16:12:00+00:00
MEMBER
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This PR updates the tutorials to be more generalizable to all modalities. After reading the tutorials, a user should be able to load any type of dataset, know how to index into and slice a dataset, and do the most basic/common type of preprocessing (tokenization, resampling, applying transforms) depending on their data...
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2022-06-09 14:26:00+00:00
2023-07-04 02:18:39+00:00
2022-06-09 16:29:02+00:00
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## Issue I am training a luxembourgish speech-recognition model in Colab with a custom dataset, including a dictionary of luxembourgish words, for example the speaken numbers 0 to 9. When preparing the dataset with the script `ds_train1 = mydataset.map(prepare_dataset)` the following error was issued: ``` ...
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Optimize contiguous shard and select
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2022-06-09 13:45:39+00:00
2022-06-14 16:04:30+00:00
2022-06-14 15:54:45+00:00
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Currently `.shard()` and `.select()` always create an indices mapping. However if the requested data are contiguous, it's much more optimized to simply slice the Arrow table instead of building an indices mapping. In particular: - the shard/select operation will be much faster - reading speed will be much faster in t...
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Fix bigbench config names
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2022-06-09 08:06:19+00:00
2022-06-09 14:38:36+00:00
2022-06-09 14:29:19+00:00
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Fix https://github.com/huggingface/datasets/issues/4462 in the case of bigbench
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Extend support for streaming datasets that use xml.dom.minidom.parse
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2022-06-09 08:43:24+00:00
2022-06-09 08:34:16+00:00
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This PR extends the support in streaming mode for datasets that use `xml.dom.minidom.parse`, by patching that function. This PR adds support for streaming datasets like "Yaxin/SemEval2015". Fix #4453.
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Use config_id to check split sizes instead of config name
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2023-09-24 10:03:00+00:00
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Fix https://github.com/huggingface/datasets/issues/4462
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BigBench: NonMatchingSplitsSizesError when passing a dataset configuration parameter
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2022-07-05 07:39:55+00:00
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As noticed in https://github.com/huggingface/datasets/pull/4125 when a dataset config class has a parameter that reduces the number of examples (e.g. named `max_examples`), then loading the dataset and passing `max_examples` raises `NonMatchingSplitsSizesError`. This is because it will check for expected the number ...
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AttributeError: module 'datasets' has no attribute 'load_dataset'
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2022-06-08 13:59:20+00:00
2024-03-25 12:58:29+00:00
2022-06-08 14:41:00+00:00
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## Describe the bug I have piped install datasets, but this package doesn't have these attributes: load_dataset, load_metric. ## Environment info - `datasets` version: 1.9.0 - Platform: Linux-5.13.0-44-generic-x86_64-with-debian-bullseye-sid - Python version: 3.6.13 - PyArrow version: 6.0.1
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Drop Python 3.6 support
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2022-06-08 12:10:18+00:00
2022-07-26 19:16:39+00:00
2022-07-26 19:04:21+00:00
COLLABORATOR
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Remove the fallback imports/checks in the code needed for Python 3.6 and update the requirements/CI files. Also, use Python types for the NumPy dtype wherever possible to avoid deprecation warnings in newer NumPy versions.
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