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https://api.github.com/repos/huggingface/datasets/issues/4591
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1,288,021,332
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4,591
Can't push Images to hub with manual Dataset
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closed
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2022-06-29T00:01:23Z
2022-07-08T12:01:36Z
CONTRIBUTOR
## Describe the bug If I create a dataset including an 'Image' feature manually, when pushing to hub decoded images are not pushed, instead it looks for image where image local path is/used to be. This doesn't (at least didn't used to) happen with imagefolder. I want to build dataset manually because it is compli...
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https://api.github.com/repos/huggingface/datasets/issues/4590
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1,287,941,058
PR_kwDODunzps46htv0
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Generalize meta_path json file creation in load.py [#4540]
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2022-06-28T21:48:06Z
2022-07-08T14:55:13Z
CONTRIBUTOR
# What does this PR do? ## Summary *In function `_copy_script_and_other_resources_in_importable_dir`, using string split when generating `meta_path` throws error in the edge case raised in #4540.* ## Additions - ## Changes - Changed meta_path to use `os.path.splitext` instead of using `str.split` to gener...
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1,287,600,029
I_kwDODunzps5Mvzed
4,589
Permission denied: '/home/.cache' when load_dataset with local script
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2022-06-28T16:26:03Z
2022-06-29T06:26:28Z
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https://api.github.com/repos/huggingface/datasets/issues/4588
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Host head_qa data on the Hub and fix NonMatchingChecksumError
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2022-06-28T13:39:28Z
2022-07-05T16:01:15Z
MEMBER
This PR: - Hosts head_qa data on the Hub instead of Google Drive - Fixes NonMatchingChecksumError Fix https://huggingface.co/datasets/head_qa/discussions/1
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https://api.github.com/repos/huggingface/datasets/issues/4587
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1,287,291,494
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Validate new_fingerprint passed by user
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2022-06-28T12:46:21Z
2022-06-28T14:11:57Z
MEMBER
Users can pass the dataset fingerprint they want in `map` and other dataset transforms. However the fingerprint is used to name cache files so we need to make sure it doesn't contain bad characters as mentioned in https://github.com/huggingface/datasets/issues/1718, and that it's not too long
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Host pn_summary data on the Hub instead of Google Drive
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2022-06-28T10:05:05Z
2022-06-28T14:52:56Z
MEMBER
Fix #4581.
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Host multi_news data on the Hub instead of Google Drive
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2022-06-28T09:32:06Z
2022-06-28T14:19:35Z
MEMBER
Host data files of multi_news dataset on the Hub. They were on Google Drive. Fix #4580.
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Add binary classification task IDs
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2022-06-28T07:30:39Z
2023-01-26T09:27:53Z
MEMBER
As a precursor to aligning the task IDs in `datasets` and AutoTrain, we need a way to distinguish binary vs multiclass vs multilabel classification. This PR adds binary classification to the task IDs to enable this. Related AutoTrain issue: https://github.com/huggingface/autonlp-backend/issues/597 cc @abhishek...
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<code> implementation of FLAC support using torchaudio
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2022-06-28T05:24:21Z
2022-06-28T05:47:02Z
NONE
I had added Audio FLAC support with torchaudio given that Librosa and SoundFile can give problems. Also, FLAC is been used as audio from https://mlcommons.org/en/peoples-speech/
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add_column should preserve _indexes
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2022-06-27T22:35:47Z
2022-07-06T15:19:54Z
CONTRIBUTOR
https://github.com/huggingface/datasets/issues/3769#issuecomment-1167146126 doing `.add_column("x",x_data)` also removed any `_indexes` on the dataset, decided this shouldn't be the case. This was because `add_column` was creating a new `Dataset(...)` and wasn't possible to pass indexes on init. with this PR now...
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Dataset Viewer issue for pn_summary
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2022-06-27T20:56:12Z
2022-06-28T14:42:03Z
MEMBER
### Link https://huggingface.co/datasets/pn_summary/viewer/1.0.0/validation ### Description Getting an index error on the `validation` and `test` splits: ``` Server error Status code: 400 Exception: IndexError Message: list index out of range ``` ### Owner No
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Dataset Viewer issue for multi_news
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2022-06-27T20:25:25Z
2022-06-28T14:08:48Z
MEMBER
### Link https://huggingface.co/datasets/multi_news ### Description Not sure what the index error is referring to here: ``` Status code: 400 Exception: IndexError Message: list index out of range ``` ### Owner No
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Support streaming cfq dataset
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2022-06-27T17:11:23Z
2022-07-04T19:35:01Z
MEMBER
Support streaming cfq dataset.
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[Multi Configs] Use directories to differentiate between subsets/configurations
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2022-06-27T16:55:11Z
2023-01-03T11:18:41Z
MEMBER
Currently to define several subsets/configurations of your dataset, you need to use a dataset script. However it would be nice to have a no-code way to to this. For example we could specify different configurations of a dataset (for example, if a dataset contains different languages) with one directory per confi...
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Add authentication tip to `load_dataset`
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2022-06-27T12:05:34Z
2022-07-04T13:13:15Z
CONTRIBUTOR
Add an authentication tip similar to the one in transformers' `PreTrainedModel.from_pretrained` to `load_dataset`/`load_dataset_builder`.
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Include `metadata.jsonl` in resolved data files
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2022-06-27T12:01:29Z
2022-07-01T12:44:55Z
CONTRIBUTOR
Include `metadata.jsonl` in resolved data files. Fix #4548 @lhoestq ~~https://github.com/huggingface/datasets/commit/d94336d30eef17fc9abc67f67fa1c139661f4e75 adds support for metadata files placed at the root, and https://github.com/huggingface/datasets/commit/4d20618ea7a19bc143ddc5fdff9d79e671fcbb95 accounts fo...
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Problem about wmt17 zh-en dataset
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2022-06-27T08:35:42Z
2022-08-23T10:01:02Z
NONE
It seems that in subset casia2015, some samples are like `{'c[hn]':'xxx', 'en': 'aa'}`. So when using `data = load_dataset('wmt17', "zh-en")` to load the wmt17 zh-en dataset, which will raise the exception: ``` Traceback (most recent call last): File "train.py", line 78, in <module> data = load_dataset(args....
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Support streaming mlsum dataset
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2022-06-27T07:37:03Z
2022-07-21T13:37:30Z
MEMBER
Support streaming mlsum dataset. This PR: - pins `fsspec` min version with fixed BlockSizeError: `fsspec[http]>=2021.11.1` - https://github.com/fsspec/filesystem_spec/pull/830 - unpins `s3fs==2021.08.1` to align it with `fsspec` requirement: `s3fs>=2021.11.1` > s3fs 2021.8.1 requires fsspec==2021.08.1 - s...
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Fix evaluation metadata for ncbi_disease
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2022-06-26T20:29:32Z
2022-09-23T09:40:00Z
MEMBER
This PR fixes the task in the evaluation metadata and removes the metrics info as we've decided this is not a great way to propagate this information downstream.
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2022-09-23T09:38:02Z
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Dataset Viewer issue for mlsum
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2022-06-26T20:24:17Z
2022-07-21T12:40:01Z
MEMBER
### Link https://huggingface.co/datasets/mlsum/viewer/de/train ### Description There's seems to be a problem with the download / streaming of this dataset: ``` Server error Status code: 400 Exception: BadZipFile Message: File is not a zip file ``` ### Owner No
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Dataset Viewer issue for gsarti/flores_101
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2022-06-26T11:19:09Z
2022-09-08T08:16:38Z
MEMBER
### Link https://huggingface.co/datasets/gsarti/flores_101 ### Description It seems like streaming isn't supported for this dataset: ``` Server Error Status code: 400 Exception: NotImplementedError Message: Extraction protocol for TAR archives like 'https://dl.fbaipublicfiles.com/flores101/dataset...
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Dataset sharding non-contiguous?
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2022-06-26T08:34:05Z
2022-06-30T11:00:47Z
CONTRIBUTOR
## Describe the bug I'm not sure if this is a bug; more likely normal behavior but i wanted to double check. Is it normal that `datasets.shard` does not produce chunks that, when concatenated produce the original ordering of the sharded dataset? This might be related to this pull request (https://github.com/huggi...
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Dataset Viewer issue for sst2
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2022-06-26T07:32:54Z
2022-06-27T06:37:48Z
MEMBER
### Link https://huggingface.co/datasets/sst2 ### Description Not sure what is causing this, however it seems that `load_dataset("sst2")` also hangs (even though it downloads the files without problem): ``` Status code: 400 Exception: Exception Message: Give up after 5 attempts with Connectio...
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XNLI cache reload is very slow
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2022-06-25T16:43:56Z
2022-07-04T14:29:40Z
CONTRIBUTOR
### Reproduce Using `2.3.3.dev0` `from datasets import load_dataset` `load_dataset("xnli", "en")` Turn off Internet `load_dataset("xnli", "en")` I cancelled the second `load_dataset` eventually cuz it took super long. It would be great to have something to specify e.g. `only_load_from_cache` and avoid the ...
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Document link #load_dataset_enhancing_performance points to nowhere
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2022-06-25T01:18:19Z
2023-01-24T16:33:40Z
NONE
## Describe the bug A clear and concise description of what the bug is. ![image](https://user-images.githubusercontent.com/11674033/175752806-5b066b92-9d28-4771-9112-5c8606f07741.png) The [load_dataset_enhancing_performance](https://huggingface.co/docs/datasets/v2.3.2/en/package_reference/main_classes#load_dat...
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I_kwDODunzps5MinJi
4,565
Add UFSC OCPap dataset
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2022-06-24T20:07:54Z
2022-07-06T19:03:02Z
NONE
## Adding a Dataset - **Name:** UFSC OCPap: Papanicolaou Stained Oral Cytology Dataset (v4) - **Description:** The UFSC OCPap dataset comprises 9,797 labeled images of 1200x1600 pixels acquired from 5 slides of cancer diagnosed and 3 healthy of oral brush samples, from distinct patients. - **Paper:** https://dx.doi....
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Support streaming bookcorpus dataset
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2022-06-24T16:13:39Z
2022-07-06T09:34:48Z
MEMBER
Support streaming bookcorpus dataset.
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Support streaming allocine dataset
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2022-06-24T15:55:03Z
2022-06-24T16:54:57Z
MEMBER
Support streaming allocine dataset. Fix #4562.
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I_kwDODunzps5MhOvl
4,562
Dataset Viewer issue for allocine
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2022-06-24T13:50:38Z
2022-06-27T06:39:32Z
MEMBER
### Link https://huggingface.co/datasets/allocine ### Description Not sure if this is a problem with `bz2` compression, but I thought these datasets could be streamed: ``` Status code: 400 Exception: AttributeError Message: 'TarContainedFile' object has no attribute 'readable' ``` ### Owner No
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Add evaluation data to acronym_identification
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2022-06-24T11:17:33Z
2022-06-27T09:37:55Z
MEMBER
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Add evaluation metadata to imagenet-1k
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2022-06-24T10:12:41Z
2022-09-23T09:39:53Z
MEMBER
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Add action names in schema_guided_dstc8 dataset card
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2022-06-24T10:00:01Z
2022-06-24T10:54:28Z
MEMBER
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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2022-06-24T09:08:54Z
2022-09-23T09:36:50Z
MEMBER
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Add evaluation metadata to wmt16
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2022-06-24T09:04:23Z
2022-09-23T09:36:32Z
MEMBER
Just to confirm: we should add this metadata via GitHub and not Hub PRs for canonical datasets right?
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Dataset Viewer issue for conll2003
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2022-06-24T08:55:18Z
2022-06-24T09:50:39Z
MEMBER
### 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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Dataset Viewer issue for xtreme
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2022-06-24T08:46:08Z
2022-06-24T09:50:45Z
MEMBER
### 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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Fix WMT dataset loading issue and docs update (Re-opened)
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2022-06-24T07:26:16Z
2022-07-08T15:39:20Z
CONTRIBUTOR
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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Stop dropping columns in to_tf_dataset() before we load batches
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2022-06-23T18:21:05Z
2022-07-04T19:00:13Z
MEMBER
`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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Tell users to upload on the hub directly
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2022-06-23T15:47:52Z
2022-06-26T15:49:46Z
MEMBER
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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Perform hidden file check on relative data file path
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2022-06-23T14:49:11Z
2022-06-30T14:49:20Z
CONTRIBUTOR
Fix #4549
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imdb source error
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2022-06-23T13:02:52Z
2022-06-23T13:47:05Z
NONE
## 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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2022-06-23T12:19:24Z
2022-06-30T14:38:18Z
MEMBER
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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2022-06-23T10:58:57Z
2022-06-30T10:15:32Z
CONTRIBUTOR
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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2022-06-23T10:10:49Z
2022-06-28T14:10:57Z
MEMBER
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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2022-06-23T09:24:37Z
2022-06-23T10:24:16Z
MEMBER
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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2022-06-22T21:01:34Z
2022-06-28T09:37:06Z
CONTRIBUTOR
# 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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2022-06-22T16:35:23Z
2022-06-23T10:13:44Z
MEMBER
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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2022-06-22T15:34:27Z
2022-06-22T16:37:40Z
MEMBER
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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2022-06-22T14:42:00Z
2022-10-11T08:45:45Z
MEMBER
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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2022-06-22T13:40:01Z
2022-06-22T16:39:27Z
MEMBER
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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Avoid splitting by` .py` for the file.
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2022-06-22T13:26:55Z
2022-07-07T13:17:44Z
NONE
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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Replace deprecated logging.warn with logging.warning
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2022-06-22T08:32:29Z
2022-06-22T13:43:23Z
CONTRIBUTOR
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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2022-06-22T02:48:40Z
2022-06-27T07:30:23Z
NONE
### 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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2022-06-21T21:48:02Z
2022-06-24T07:05:43Z
CONTRIBUTOR
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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2022-06-24T07:05:10Z
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1,278,734,727
PR_kwDODunzps46C2z6
4,536
Properly raise FileNotFound even if the dataset is private
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2022-06-21T17:05:50Z
2022-06-28T10:46:51Z
MEMBER
`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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2022-06-21T12:18:49Z
2022-06-27T16:25:09Z
CONTRIBUTOR
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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4,534
Add `tldr_news` dataset
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2022-06-21T05:02:43Z
2022-06-23T14:33:54Z
NONE
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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4,533
Timestamp not returned as datetime objects in streaming mode
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2022-06-20T17:28:47Z
2022-06-22T16:29:09Z
MEMBER
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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2022-06-20T16:36:41Z
2022-11-10T16:59:51Z
CONTRIBUTOR
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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4,531
Dataset Viewer issue for CSV datasets
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2022-06-20T14:56:24Z
2022-06-21T08:28:46Z
CONTRIBUTOR
### 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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10
2022-06-20T12:54:02Z
2022-08-22T14:36:49Z
CONTRIBUTOR
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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2022-06-20T10:39:34Z
2022-06-21T16:17:16Z
NONE
## 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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1,276,679,155
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Memory leak when iterating a Dataset
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5
2022-06-20T10:03:14Z
2022-09-12T08:51:39Z
MEMBER
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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2022-09-12T08:51:39Z
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Dataset Viewer issue for vadis/sv-ident
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2022-06-20T08:47:42Z
2022-06-21T16:42:46Z
MEMBER
### 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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2022-06-21T16:42:45Z
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1,276,580,185
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split cache used when processing different split
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2022-06-20T08:44:58Z
2022-06-28T14:04:58Z
CONTRIBUTOR
## 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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1,276,491,386
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Out of memory error on workers while running Beam+Dataflow
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8
2022-06-20T07:28:12Z
2022-06-30T09:33:57Z
MEMBER
## 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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2022-06-18T23:36:45Z
2022-06-21T00:38:20Z
NONE
## 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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Update download url and improve card of `cats_vs_dogs` dataset
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2022-06-17T12:59:44Z
2022-06-21T14:23:26Z
CONTRIBUTOR
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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Try to reduce the number of datasets that require manual download
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2022-06-17T11:42:03Z
2022-06-17T11:52:48Z
CONTRIBUTOR
> 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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4,521
Datasets method `.map` not hashing
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2022-06-17T11:31:10Z
2022-08-04T12:08:16Z
CONTRIBUTOR
## 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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I_kwDODunzps5L_RzM
4,520
Failure to hash `dataclasses` - results in functions that cannot be hashed or cached in `.map`
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2022-06-17T10:47:17Z
2022-06-28T14:47:17Z
CONTRIBUTOR
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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2022-06-16T21:38:24Z
2022-07-07T15:36:37Z
MEMBER
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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2022-06-16T19:45:32Z
2022-06-17T16:15:57Z
MEMBER
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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2022-06-16T18:52:25Z
2022-07-08T15:14:23Z
CONTRIBUTOR
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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2022-06-16T16:42:31Z
2022-06-28T13:33:46Z
MEMBER
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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2022-06-16T14:14:49Z
2022-06-16T17:21:53Z
CONTRIBUTOR
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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Allow .JPEG as a file extension
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2022-06-16T12:36:20Z
2022-06-20T08:18:46Z
NONE
## 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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2022-06-16T11:46:09Z
2022-06-23T17:05:11Z
CONTRIBUTOR
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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2022-06-16T10:35:35Z
2022-07-08T14:07:50Z
CONTRIBUTOR
Add links to vision dataset scripts in the ADD_NEW_DATASET template.
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Support all negative values in ClassLabel
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2022-06-16T09:59:39Z
2022-07-28T16:03:27Z
MEMBER
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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2022-06-16T08:53:51Z
2022-06-16T12:38:02Z
CONTRIBUTOR
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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cast_storage method from datasets.features
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2022-06-15T20:47:22Z
2022-06-16T13:54:07Z
NONE
## 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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2022-06-15T18:56:34Z
2022-06-16T10:40:08Z
NONE
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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2022-06-15T17:11:31Z
2022-06-28T13:23:49Z
NONE
## 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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Fix double dots in data files
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2022-06-15T16:31:04Z
2022-06-15T17:15:58Z
MEMBER
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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https://api.github.com/repos/huggingface/datasets/issues/4504
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I_kwDODunzps5L15Cw
4,504
Can you please add the Stanford dog dataset?
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2022-06-15T15:39:35Z
2022-07-09T04:47:47Z
NONE
## 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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2022-06-15T14:59:47Z
2022-07-06T11:54:15Z
MEMBER
Related to: #4452 and #3792.
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2022-07-06T11:41:30Z
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4,502
Logic bug in arrow_writer?
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2022-06-15T14:50:00Z
2022-06-18T15:15:51Z
CONTRIBUTOR
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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2022-06-15T14:12:17Z
2022-06-15T15:11:05Z
CONTRIBUTOR
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Add `concatenate_datasets` for iterable datasets
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2022-06-15T13:58:50Z
2022-06-28T21:25:39Z
MEMBER
`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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2022-06-15T11:51:02Z
2022-06-15T14:55:56Z
CONTRIBUTOR
https://huggingface.co/datasets/ett/discussions/1
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WER and CER > 1
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2022-06-15T11:35:12Z
2022-06-15T16:38:05Z
NONE
## 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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2022-06-15T09:44:33Z
2022-06-15T10:33:28Z
MEMBER
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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2022-06-15T09:29:16Z
2022-07-07T17:06:51Z
CONTRIBUTOR
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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2022-06-15T08:17:50Z
2022-06-15T16:40:49Z
MEMBER
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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2022-06-15T08:17:29Z
2022-06-15T08:54:09Z
MEMBER
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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2022-06-14T20:09:09Z
2022-09-27T11:37:25Z
CONTRIBUTOR
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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2022-09-27T10:48:54Z
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Pin the revision in imagenet download links
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2022-06-14T17:15:17Z
2022-06-14T17:35:13Z
MEMBER
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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2022-06-14T17:25:45Z
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