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Added computer vision tasks
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2022-03-01T17:37:46
2022-03-04T07:15:55
2022-03-04T07:15:55
CONTRIBUTOR
null
Previous PR was in my fork so thought it'd be easier if I do it from a branch. Added computer vision task datasets according to HF tasks.
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Xtreme-S Metrics
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2022-03-01T13:42:28
2022-03-16T14:40:29
2022-03-16T14:40:26
MEMBER
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**Added datasets (TODO)**: - [x] MLS - [x] Covost2 - [x] Minds-14 - [x] Voxpopuli - [x] FLoRes (need data) **Metrics**: Done
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PR_kwDODunzps4zrl5Y
3,798
Fix error message in CSV loader for newer Pandas versions
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2022-02-28T18:24:10
2022-02-28T18:51:39
2022-02-28T18:51:38
CONTRIBUTOR
null
Fix the error message in the CSV loader for `Pandas >= 1.4`. To fix this, I directly print the current file name in the for-loop. An alternative would be to use a check similar to this: ```python csv_file_reader.handle.handle if datasets.config.PANDAS_VERSION >= version.parse("1.4") else csv_file_reader.f ``` CC: @...
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Reddit dataset card contribution
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2022-02-28T17:53:18
2023-03-09T22:08:58
2022-03-01T12:58:57
CONTRIBUTOR
null
Description tags for webis-tldr-17 added.
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2022-02-28T16:28:45
2022-02-28T17:03:46
2022-02-28T17:03:46
CONTRIBUTOR
null
This will speed up the loading of the datasets where the number of data files is large (can easily happen with `imagefoler`, for instance)
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3,795
can not flatten natural_questions dataset
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[ "same issue. downgrade it to a lower version.", "Thanks for reporting, I'll take a look tomorrow :)" ]
2022-02-27T13:57:40
2022-03-21T14:36:12
2022-03-21T14:36:12
NONE
null
## Describe the bug after downloading the natural_questions dataset, can not flatten the dataset considering there are `long answer` and `short answer` in `annotations`. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('natural_questions',cache_dir = 'data/datase...
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1,153,185,343
PR_kwDODunzps4zniT4
3,794
Add Mahalanobis distance metric
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2022-02-27T10:56:31
2022-03-02T14:46:15
2022-03-02T14:46:15
CONTRIBUTOR
null
Mahalanobis distance is a very useful metric to measure the distance from one datapoint X to a distribution P. In this PR I implement the metric in a simple way with the help of numpy only. Similar to the [MAUVE implementation](https://github.com/huggingface/datasets/blob/master/metrics/mauve/mauve.py), we can mak...
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Docs new UI actions no self hosted
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2022-02-25T23:48:55
2022-03-01T15:55:29
2022-03-01T15:55:28
MEMBER
null
Removes the need to have a self-hosted runner for the dev documentation
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[ "Same issue with `dataset = load_dataset(\"dbpedia_14\")`\r\n```\r\nNonMatchingChecksumError: Checksums didn't match for dataset source files:\r\n['https://drive.google.com/uc?export=download&id=0Bz8a_Dbh9QhbQ2Vic1kxMmZZQ1k']", "I think this is a side-effect of #3787. The checksums won't match because the URLs ha...
2022-02-25T19:55:09
2022-10-12T13:33:26
2022-02-28T08:44:18
NONE
null
## Dataset viewer issue for 'wiki_lingua*' **Link:** *link to the dataset viewer page* `data = datasets.load_dataset("wiki_lingua", name=language, split="train[:2000]") ` *short description of the issue* ``` [NonMatchingChecksumError: Checksums didn't match for dataset source files: ['https://drive.google.co...
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Add `data_dir` to `data_files` resolution and misc improvements to HfFileSystem
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2022-02-25T18:26:35
2022-03-01T13:10:43
2022-03-01T13:10:42
CONTRIBUTOR
null
As discussed in https://github.com/huggingface/datasets/pull/2830#issuecomment-1048989764, this PR adds a QOL improvement to easily reference the files inside a directory in `load_dataset` using the `data_dir` param (very handy for ImageFolder because it avoids globbing, but also useful for the other loaders). Addition...
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Add doc builder scripts
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2022-02-25T16:38:47
2022-03-01T15:55:42
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MEMBER
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I added the three scripts: - build_dev_documentation.yml - build_documentation.yml - delete_dev_documentation.yml I got them from `transformers` and did a few changes: - I removed the `transformers`-specific dependencies - I changed all the paths to be "datasets" instead of "transformers" - I passed the `--lib...
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3,789
Add URL and ID fields to Wikipedia dataset
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2022-02-25T15:34:37
2022-03-04T08:24:24
2022-03-04T08:24:23
MEMBER
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This PR adds the URL field, so that we conform to proper attribution, required by their license: provide credit to the authors by including a hyperlink (where possible) or URL to the page or pages you are re-using. About the conversion from title to URL, I found that apart from replacing blanks with underscores, som...
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Fix Google Drive URL to avoid Virus scan warning
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2022-02-25T09:35:12
2022-03-04T20:43:32
2022-02-25T11:56:35
MEMBER
null
This PR fixes, in the datasets library instead of in every specific dataset, the issue of downloading the Virus scan warning page instead of the actual data file for Google Drive URLs. Fix #3786, fix #3784.
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3,786
Bug downloading Virus scan warning page from Google Drive URLs
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[ "Once the PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previously tried to load the data and got the ch...
2022-02-25T09:32:23
2022-03-03T09:25:59
2022-02-25T11:56:35
MEMBER
null
## Describe the bug Recently, some issues were reported with URLs from Google Drive, where we were downloading the Virus scan warning page instead of the data file itself. See: - #3758 - #3773 - #3784
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Fix: Bypass Virus Checks in Google Drive Links (CNN-DM dataset)
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2022-02-25T05:48:57
2022-03-03T16:43:47
2022-03-03T14:03:37
NONE
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This commit fixes the issue described in #3784. By adding an extra parameter to the end of Google Drive links, we are able to bypass the virus check and download the datasets. So, if the original link looked like https://drive.google.com/uc?export=download&id=0BwmD_VLjROrfTHk4NFg2SndKcjQ The new link now looks li...
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3,784
Unable to Download CNN-Dailymail Dataset
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[ "#self-assign", "@AngadSethi thanks for reporting and thanks for your PR!", "Glad to help @albertvillanova! Just fine-tuning the PR, will comment once I am able to get it up and running 😀", "Fixed by:\r\n- #3787" ]
2022-02-25T05:24:47
2022-03-03T14:05:17
2022-03-03T14:05:17
NONE
null
## Describe the bug I am unable to download the CNN-Dailymail dataset. Upon closer investigation, I realised why this was happening: - The dataset sits in Google Drive, and both the CNN and DM datasets are large. - Google is unable to scan the folder for viruses, **so the link which would originally download the dat...
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Support passing str to iter_files
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2022-02-24T12:58:15
2022-02-24T16:01:40
2022-02-24T16:01:40
MEMBER
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Error of writing with different schema, due to nonpreservation of nullability
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2022-02-24T08:23:07
2022-03-03T14:54:39
2022-03-03T14:54:39
CONTRIBUTOR
null
## 1. Case ``` dataset.map( batched=True, disable_nullable=True, ) ``` will get the following error at here https://github.com/huggingface/datasets/blob/c9967f55626931f8059dc416526c791444cdfdf7/src/datasets/arrow_writer.py#L516 `pyarrow.lib.ArrowInvalid: Tried to write record batch with different schema` ...
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Reddit dataset card additions
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2022-02-23T21:29:16
2022-02-28T18:00:40
2022-02-28T11:21:14
CONTRIBUTOR
null
The changes proposed are based on the "TL;DR: Mining Reddit to Learn Automatic Summarization" paper & https://zenodo.org/record/1043504#.YhaKHpbQC38 It is a Reddit dataset indeed, but the name given to the dataset by the authors is Webis-TLDR-17 (corpus), so perhaps it should be modified as well. The task at which t...
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Add ElkarHizketak v1.0 dataset
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2022-02-23T14:44:17
2022-03-04T19:04:29
2022-03-04T19:04:29
CONTRIBUTOR
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Update manual download URL in newsroom dataset
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2022-02-23T12:49:07
2022-02-23T13:26:41
2022-02-23T13:26:40
MEMBER
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Fix #3778.
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Not be able to download dataset - "Newsroom"
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[ "Hi @Darshan2104, thanks for reporting.\r\n\r\nPlease note that at Hugging Face we do not host the data of this dataset, but just a loading script pointing to the host of the data owners.\r\n\r\nApparently the data owners changed their data host server. After googling it, I found their new website at: https://lil.n...
2022-02-23T10:15:50
2022-02-23T17:05:04
2022-02-23T13:26:40
NONE
null
Hello, I tried to download the **newsroom** dataset but it didn't work out for me. it said me to **download it manually**! For manually, Link is also didn't work! It is sawing some ad or something! If anybody has solved this issue please help me out or if somebody has this dataset please share your google driv...
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1,147,232,875
PR_kwDODunzps4zTVrz
3,777
Start removing canonical datasets logic
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2022-02-22T18:23:30
2022-02-24T15:04:37
2022-02-24T15:04:36
MEMBER
null
I updated the source code and the documentation to start removing the "canonical datasets" logic. Indeed this makes the documentation confusing and we don't want this distinction anymore in the future. Ideally users should share their datasets on the Hub directly. ### Changes - the documentation about dataset ...
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1,146,849,454
PR_kwDODunzps4zSEd4
3,775
Update gigaword card and info
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2022-02-22T12:27:16
2022-02-28T11:35:24
2022-02-28T11:35:24
CONTRIBUTOR
null
Reported on the forum: https://discuss.huggingface.co/t/error-loading-dataset/14999
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PR_kwDODunzps4zSDHC
3,774
Fix reddit_tifu data URL
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2022-02-22T12:21:15
2022-02-22T12:38:45
2022-02-22T12:38:44
MEMBER
null
Fix #3773.
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3,773
Checksum mismatch for the reddit_tifu dataset
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[ "Thanks for reporting, @anna-kay. We are fixing it.", "@albertvillanova Thank you for the fast response! However I am still getting the same error:\r\n\r\nDownloading: 2.23kB [00:00, ?B/s]\r\nTraceback (most recent call last):\r\n File \"C:\\Users\\Anna\\PycharmProjects\\summarization\\main.py\", line 17, in <mo...
2022-02-22T10:57:07
2022-02-25T19:27:49
2022-02-22T12:38:44
CONTRIBUTOR
null
## Describe the bug A checksum occurs when downloading the reddit_tifu data (both long & short). ## Steps to reproduce the bug reddit_tifu_dataset = load_dataset('reddit_tifu', 'long') ## Expected results The expected result is for the dataset to be downloaded and cached locally. ## Actual results File "...
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1,146,718,630
PR_kwDODunzps4zRor8
3,772
Fix: dataset name is stored in keys
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2022-02-22T10:20:37
2022-02-22T11:08:34
2022-02-22T11:08:33
MEMBER
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3,771
Fix DuplicatedKeysError on msr_sqa dataset
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2022-02-22T07:44:24
2022-02-22T08:12:40
2022-02-22T08:12:39
MEMBER
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Fix #3770.
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DuplicatedKeysError on msr_sqa dataset
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[ "Thanks for reporting, @kolk.\r\n\r\nWe are fixing it. " ]
2022-02-22T00:43:33
2022-02-22T08:12:39
2022-02-22T08:12:39
NONE
null
### Describe the bug Failure to generate dataset msr_sqa because of duplicate keys. ### Steps to reproduce the bug ``` from datasets import load_dataset load_dataset("msr_sqa") ``` ### Expected results The examples keys should be unique. **Actual results** ``` >>> load_dataset("msr_sqa") Downloading: 6...
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3,768
Fix HfFileSystem docstring
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2022-02-21T18:14:40
2022-02-22T09:13:03
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3,767
Expose method and fix param
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2022-02-21T16:57:47
2022-02-22T08:35:03
2022-02-22T08:35:02
CONTRIBUTOR
null
A fix + expose a new method, following https://github.com/huggingface/datasets/pull/3670
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3,766
Fix head_qa data URL
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2022-02-21T13:52:50
2022-02-21T14:39:20
2022-02-21T14:39:19
MEMBER
null
Fix #3758.
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3,765
Update URL for tagging app
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2022-02-20T20:34:31
2022-02-20T20:36:10
2022-02-20T20:36:06
MEMBER
null
This PR updates the URL for the tagging app to be the one on Spaces.
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!
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2022-02-20T19:05:43
2022-02-21T08:55:58
2022-02-21T08:55:58
NONE
null
## Dataset viewer issue for '*name of the dataset*' **Link:** *link to the dataset viewer page* *short description of the issue* Am I the one who added this dataset ? Yes-No
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3,763
It's not possible download `20200501.pt` dataset
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[ "Hi @jvanz, thanks for reporting.\r\n\r\nPlease note that Wikimedia website does not longer host Wikipedia dumps for so old dates.\r\n\r\nFor a list of accessible dump dates of `pt` Wikipedia, please see: https://dumps.wikimedia.org/ptwiki/\r\n\r\nYou can load for example `20220220` `pt` Wikipedia:\r\n```python\r\n...
2022-02-20T18:34:58
2022-02-21T12:06:12
2022-02-21T09:25:06
NONE
null
## Describe the bug The dataset `20200501.pt` is broken. The available datasets: https://dumps.wikimedia.org/ptwiki/ ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("wikipedia", "20200501.pt", beam_runner='DirectRunner') ``` ## Expected results I expect t...
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1,144,849,557
I_kwDODunzps5EPQSV
3,762
`Dataset.class_encode` should support custom class names
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[ "Hi @Dref360, thanks a lot for your proposal.\r\n\r\nIt totally makes sense to have more flexibility when class encoding, I agree.\r\n\r\nYou could even further customize the class encoding by passing an instance of `ClassLabel` itself (instead of replicating `ClassLabel` instantiation arguments as `Dataset.class_e...
2022-02-19T21:21:45
2022-02-21T12:16:35
2022-02-21T12:16:35
CONTRIBUTOR
null
I can make a PR, just wanted approval before starting. **Is your feature request related to a problem? Please describe.** It is often the case that classes are not ordered in alphabetical order. Current `class_encode_column` sort the classes before indexing. https://github.com/huggingface/datasets/blob/master/sr...
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1,144,830,702
I_kwDODunzps5EPLru
3,761
Know your data for HF hub
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[ "Hi @Muhtasham you should take a look at https://huggingface.co/blog/data-measurements-tool and accompanying demo app at https://huggingface.co/spaces/huggingface/data-measurements-tool\r\n\r\nWe would be interested in your feedback. cc @meg-huggingface @sashavor @yjernite " ]
2022-02-19T19:48:47
2022-02-21T14:15:23
2022-02-21T14:15:23
NONE
null
**Is your feature request related to a problem? Please describe.** Would be great to see be able to understand datasets with the goal of improving data quality, and helping mitigate fairness and bias issues. **Describe the solution you'd like** Something like https://knowyourdata.withgoogle.com/ for HF hub
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1,144,804,558
I_kwDODunzps5EPFTO
3,760
Unable to view the Gradio flagged call back dataset
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[ "Hi @kingabzpro.\r\n\r\nI think you need to create a loading script that creates the dataset from the CSV file and the image paths.\r\n\r\nAs example, you could have a look at the Food-101 dataset: https://huggingface.co/datasets/food101\r\n- Loading script: https://huggingface.co/datasets/food101/blob/main/food101...
2022-02-19T17:45:08
2022-03-22T07:12:11
2022-03-22T07:12:11
NONE
null
## Dataset viewer issue for '*savtadepth-flags*' **Link:** *[savtadepth-flags](https://huggingface.co/datasets/kingabzpro/savtadepth-flags)* *with the Gradio 2.8.1 the dataset viers stopped working. I tried to add values manually but its not working. The dataset is also not showing the link with the app https://h...
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1,143,400,770
PR_kwDODunzps4zGhQu
3,759
Rename GenerateMode to DownloadMode
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2022-02-18T16:53:53
2022-02-22T13:57:24
2022-02-22T12:22:52
MEMBER
null
This PR: - Renames `GenerateMode` to `DownloadMode` - Implements `DeprecatedEnum` - Deprecates `GenerateMode` Close #769.
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head_qa file missing
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[ "We usually find issues with files hosted at Google Drive...\r\n\r\nIn this case we download the Google Drive Virus scan warning instead of the data file.", "Fixed: https://huggingface.co/datasets/head_qa/viewer/en/train. Thanks\r\n\r\n<img width=\"1551\" alt=\"Capture d’écran 2022-02-28 à 15 29 04\" src=\"http...
2022-02-18T16:32:43
2022-02-28T14:29:18
2022-02-21T14:39:19
CONTRIBUTOR
null
## Describe the bug A file for the `head_qa` dataset is missing (https://drive.google.com/u/0/uc?export=download&id=1a_95N5zQQoUCq8IBNVZgziHbeM-QxG2t/HEAD_EN/train_HEAD_EN.json) ## Steps to reproduce the bug ```python >>> from datasets import load_dataset >>> load_dataset("head_qa", name="en") ``` ## Expec...
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3,757
Add perplexity to metrics
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2022-02-18T15:52:23
2022-02-25T17:13:34
2022-02-25T17:13:34
CONTRIBUTOR
null
Adding perplexity metric This code differs from the code in [this](https://huggingface.co/docs/transformers/perplexity) HF blog post because the blogpost code fails in at least the following circumstances: - returns nans whenever the stride = 1 - hits a runtime error when the stride is significantly larger than th...
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3,756
Images get decoded when using `map()` with `input_columns` argument on a dataset
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[ "Hi! If I'm not mistaken, this behavior is intentional, but I agree it could be more intuitive.\r\n\r\n@albertvillanova Do you remember why you decided not to decode columns in the `Audio` feature PR when `input_columns` is not `None`? IMO we should decode those columns, and we don't even have to use lazy structure...
2022-02-18T15:35:38
2022-12-13T16:59:06
2022-12-13T16:59:06
NONE
null
## Describe the bug The `datasets.features.Image` feature class decodes image data by default. Expectedly, when indexing a dataset or using the `map()` method, images are returned as PIL Image instances. However, when calling `map()` and setting a specific data column with the `input_columns` argument, the image ...
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Cannot preview dataset
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[ "Thanks for reporting. The dataset viewer depends on some backend treatments, and for now, they might take some hours to get processed. We're working on improving it.", "It has finally been processed. Thanks for the patience.", "Thanks for the info @severo !" ]
2022-02-18T13:06:45
2022-02-19T14:30:28
2022-02-18T15:41:33
NONE
null
## Dataset viewer issue for '*rubrix/news*' **Link:https://huggingface.co/datasets/rubrix/news** *link to the dataset viewer page* Cannot see the dataset preview: ``` Status code: 400 Exception: Status400Error Message: Not found. Cache is waiting to be refreshed. ``` Am I the one who added thi...
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1,142,886,536
I_kwDODunzps5EHxCI
3,754
Overflowing indices in `select`
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[ "Fixed on master (see https://github.com/huggingface/datasets/pull/3719).", "Awesome, I did not find that one! Thanks." ]
2022-02-18T11:30:52
2022-02-18T11:38:23
2022-02-18T11:38:23
MEMBER
null
## Describe the bug The `Dataset.select` function seems to accept indices that are larger than the dataset size and seems to effectively use `index %len(ds)`. ## Steps to reproduce the bug ```python from datasets import Dataset ds = Dataset.from_dict({"test": [1,2,3]}) ds = ds.select(range(5)) print(ds) p...
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1,142,627,889
PR_kwDODunzps4zD1D9
3,752
Update metadata JSON for cats_vs_dogs dataset
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2022-02-18T08:32:53
2022-02-18T14:56:12
2022-02-18T14:56:11
MEMBER
null
Note that the number of examples in the train split was already fixed in the dataset card. Fix #3750.
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3,751
Fix typo in train split name
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2022-02-18T08:18:04
2022-02-18T14:28:52
2022-02-18T14:28:52
MEMBER
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In the README guide (and consequently in many datasets) there was a typo in the train split name: ``` | Tain | Valid | Test | ``` This PR: - fixes the typo in the train split name - fixes the column alignment of the split tables in the README guide and in all datasets.
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1,142,408,331
I_kwDODunzps5EF8SL
3,750
`NonMatchingSplitsSizesError` for cats_vs_dogs dataset
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[ "Thnaks for reporting @jaketae. We are fixing it. " ]
2022-02-18T05:46:39
2022-02-18T14:56:11
2022-02-18T14:56:11
CONTRIBUTOR
null
## Describe the bug Cannot download cats_vs_dogs dataset due to `NonMatchingSplitsSizesError`. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("cats_vs_dogs") ``` ## Expected results Loading is successful. ## Actual results ``` NonMatchingSplitsSiz...
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Add tqdm arguments
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2022-02-18T01:34:46
2022-03-08T09:38:48
2022-03-08T09:38:48
NONE
null
In this PR, tqdm arguments can be passed to the map() function and such, in order to be more flexible.
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Add tqdm arguments
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2022-02-18T00:47:55
2022-02-18T00:59:15
2022-02-18T00:59:15
NONE
null
In this PR, there are two changes. 1. It is able to show the progress bar by adding the length of the iterator. 2. Pass in tqdm_kwargs so that can enable more feasibility for the control of tqdm library.
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3,746
Use the same seed to shuffle shards and metadata in streaming mode
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2022-02-17T17:06:31
2022-02-23T15:00:59
2022-02-23T15:00:58
MEMBER
null
When shuffling in streaming mode, those two entangled lists are shuffled independently. In this PR I changed this to shuffle the lists of same length with the exact same seed, in order for the files and metadata to still be aligned. ```python gen_kwargs = { "files": [os.path.join(data_dir, filename) for filename...
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3,745
Add mIoU metric
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2022-02-17T15:52:17
2022-03-08T13:20:26
2022-03-08T13:20:26
CONTRIBUTOR
null
This PR adds the mean Intersection-over-Union metric to the library, useful for tasks like semantic segmentation. It is entirely based on mmseg's [implementation](https://github.com/open-mmlab/mmsegmentation/blob/master/mmseg/core/evaluation/metrics.py). I've removed any PyTorch dependency, and rely on Numpy only...
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3,744
Better shards shuffling in streaming mode
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2022-02-17T15:07:21
2022-02-23T15:00:58
2022-02-23T15:00:58
MEMBER
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Sometimes a dataset script has a `_split_generators` that returns several files as well as the corresponding metadata of each file. It often happens that they end up in two separate lists in the `gen_kwargs`: ```python gen_kwargs = { "files": [os.path.join(data_dir, filename) for filename in all_files], "me...
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initial monash time series forecasting repository
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2022-02-17T10:51:31
2022-03-21T09:54:41
2022-03-21T09:50:16
CONTRIBUTOR
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Fix ValueError message formatting in int2str
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2022-02-17T10:50:08
2022-02-17T15:32:02
2022-02-17T15:32:02
CONTRIBUTOR
null
Hi! I bumped into this particular `ValueError` during my work (because an instance of `np.int64` was passed instead of regular Python `int`), and so I had to `print(type(values))` myself. Apparently, it's just the missing `f` to make message an f-string. It ain't much for a contribution, but it's honest work. Hop...
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1,141,132,649
PR_kwDODunzps4y-syt
3,741
Rm sphinx doc
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2022-02-17T10:11:37
2022-02-17T10:15:17
2022-02-17T10:15:12
CONTRIBUTOR
null
Checklist - [x] Update circle ci yaml - [x] Delete sphinx static & python files in docs dir - [x] Update readme in docs dir - [ ] Update docs config in setup.py
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3,740
Support streaming for pubmed
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2022-02-17T00:18:22
2022-02-18T14:42:13
2022-02-18T14:42:13
CONTRIBUTOR
null
This PR makes some minor changes to the `pubmed` dataset to allow for `streaming=True`. Fixes #3739. Basically, I followed the C4 dataset which works in streaming mode as an example, and made the following changes: * Change URL prefix from `ftp://` to `https://` * Explicilty `open` the filename and pass the XML ...
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3,739
Pubmed dataset does not work in streaming mode
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[ "Thanks for reporting, @abhi-mosaic (related to #3655).\r\n\r\nPlease note that `xml.etree.ElementTree.parse` already supports streaming:\r\n- #3476\r\n\r\nNo need to refactor to use `open`/`xopen`. Is is enough with importing the package `as ET` (instead of `as etree`)." ]
2022-02-16T17:13:37
2022-02-18T14:42:13
2022-02-18T14:42:13
CONTRIBUTOR
null
## Describe the bug Trying to use the `pubmed` dataset with `streaming=True` fails. ## Steps to reproduce the bug ```python import datasets pubmed_train = datasets.load_dataset('pubmed', split='train', streaming=True) print (next(iter(pubmed_train))) ``` ## Expected results I would expect to see the first ...
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PR_kwDODunzps4y7uFf
3,737
Make RedCaps streamable
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2022-02-16T15:12:23
2022-02-16T15:28:38
2022-02-16T15:28:37
CONTRIBUTOR
null
Make RedCaps streamable. @lhoestq Using `data/redcaps_v1.0_annotations.zip` as a download URL gives an error locally when running `datasets-cli test` (will investigate this another time)
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3,736
Local paths in common voice
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2022-02-16T15:01:29
2022-09-21T14:58:38
2022-02-22T09:13:43
MEMBER
null
Continuation of https://github.com/huggingface/datasets/pull/3664: - pass the `streaming` parameter to _split_generator - update @anton-l's code to use this parameter for `common_voice` - add a comment to explain why we use `download_and_extract` in non-streaming and `iter_archive` in streaming Now the `common_...
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3,734
Fix bugs in NewsQA dataset
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2022-02-16T13:51:28
2022-02-17T07:54:26
2022-02-17T07:54:25
MEMBER
null
Fix #3733.
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3,733
Bugs in NewsQA dataset
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2022-02-16T13:17:37
2022-02-17T07:54:25
2022-02-17T07:54:25
MEMBER
null
## Describe the bug NewsQA dataset has the following bugs: - the field `validated_answers` is an exact copy of the field `answers` but with the addition of `'count': [0]` to each dict - the field `badQuestion` does not appear in `answers` nor `validated_answers` ## Steps to reproduce the bug By inspecting the da...
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1,140,004,022
PR_kwDODunzps4y7PTU
3,732
Support streaming in size estimation function in `push_to_hub`
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2022-02-16T13:10:48
2022-02-21T18:18:45
2022-02-21T18:18:44
CONTRIBUTOR
null
This PR adds the streamable version of `os.path.getsize` (`fsspec` can return `None`, so we fall back to `fs.open` to make it more robust) to account for possible streamable paths in the nested `extra_nbytes_visitor` function inside `push_to_hub`.
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3,731
Fix Multi-News dataset metadata and card
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2022-02-16T07:14:57
2022-02-16T08:48:47
2022-02-16T08:48:47
MEMBER
null
Fix #3730.
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3,730
Checksum Error when loading multi-news dataset
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[ "Thanks for reporting @byw2.\r\nWe are fixing it.\r\nIn the meantime, you can load the dataset by passing `ignore_verifications=True`:\r\n ```python\r\ndataset = load_dataset(\"multi_news\", ignore_verifications=True)" ]
2022-02-16T05:11:08
2022-02-16T20:05:06
2022-02-16T08:48:46
NONE
null
## Describe the bug When using the load_dataset function from datasets module to load the Multi-News dataset, does not load the dataset but throws Checksum Error instead. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("multi_news") ``` ## Expected results ...
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3,729
Wrong number of examples when loading a text dataset
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[ "Hi @kg-nlp, thanks for reporting.\r\n\r\nThat is weird... I guess we would need some sample data file where this behavior appears to reproduce the bug for further investigation... ", "ok, I found the reason why that two results are not same.\r\nthere is /u2029 in the text, the datasets will split sentence accord...
2022-02-16T01:13:31
2022-03-15T16:16:09
2022-03-15T16:16:09
NONE
null
## Describe the bug when I use load_dataset to read a txt file I find that the number of the samples is incorrect ## Steps to reproduce the bug ``` fr = open('train.txt','r',encoding='utf-8').readlines() print(len(fr)) # 1199637 datasets = load_dataset('text', data_files={'train': ['train.txt']}, streaming...
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3,728
VoxPopuli
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[ "duplicate of https://github.com/huggingface/datasets/issues/2300" ]
2022-02-15T23:04:55
2022-02-16T18:49:12
2022-02-16T18:49:12
MEMBER
null
## Adding a Dataset - **Name:** VoxPopuli - **Description:** A Large-Scale Multilingual Speech Corpus - **Paper:** https://arxiv.org/pdf/2101.00390.pdf - **Data:** https://github.com/facebookresearch/voxpopuli - **Motivation:** one of the largest (if not the largest) multilingual speech corpus: 400K hours of multi...
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3,727
Patch all module attributes in its namespace
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2022-02-15T17:12:27
2022-02-17T17:06:18
2022-02-17T17:06:17
MEMBER
null
When patching module attributes, only those defined in its `__all__` variable were considered by default (only falling back to `__dict__` if `__all__` was None). However those are only a subset of all the module attributes in its namespace (`__dict__` variable). This PR fixes the problem of modules that have non-...
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Use config pandas version in CSV dataset builder
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2022-02-15T15:47:49
2022-02-15T16:55:45
2022-02-15T16:55:44
MEMBER
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Fix #3724.
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Pin pandas to avoid bug in streaming mode
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2022-02-15T15:21:00
2022-02-15T15:52:38
2022-02-15T15:52:37
MEMBER
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Temporarily pin pandas version to avoid bug in streaming mode (patching no longer works). Related to #3724.
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3,724
Bug while streaming CSV dataset with pandas 1.4
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2022-02-15T15:16:19
2022-02-15T16:55:44
2022-02-15T16:55:44
MEMBER
null
## Describe the bug If we upgrade to pandas `1.4`, the patching of the pandas module is no longer working ``` AttributeError: '_PatchedModuleObj' object has no attribute '__version__' ``` ## Steps to reproduce the bug ``` pip install pandas==1.4 ``` ```python from datasets import load_dataset ds = load_dat...
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3,723
Fix flatten of complex feature types
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2022-02-15T14:45:33
2022-03-18T17:32:26
2022-03-18T17:28:14
CONTRIBUTOR
null
Fix `flatten` for the following feature types: Image/Audio, Translation, and TranslationVariableLanguages. Inspired by `cast`/`table_cast`, I've introduced a `table_flatten` function to handle the Image/Audio types. CC: @SBrandeis Fix #3686.
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added electricity load diagram dataset
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2022-02-15T14:29:29
2022-02-16T18:53:21
2022-02-16T18:48:07
CONTRIBUTOR
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Initial Electricity Load Diagram time series dataset.
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3,721
Multi-GPU support for `FaissIndex`
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2022-02-14T17:26:51
2022-03-07T16:28:57
2022-03-07T16:28:56
CONTRIBUTOR
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Per #3716 , current implementation does not take into consideration that `faiss` can run on multiple GPUs. In this commit, I provided multi-GPU support for `FaissIndex` by modifying the device management in `IndexableMixin.add_faiss_index` and `FaissIndex.load`. Now users are able to pass in 1. a positive intege...
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Check if indices values in `Dataset.select` are within bounds
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2022-02-14T12:31:41
2022-02-14T19:19:22
2022-02-14T19:19:22
CONTRIBUTOR
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Fix #3707 Instead of reusing `_check_valid_index_key` from `datasets.formatting`, I defined a new function to provide a more meaningful error message.
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Fix Evidence Infer Treatment dataset
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2022-02-14T11:58:07
2022-02-14T13:21:45
2022-02-14T13:21:44
MEMBER
null
This PR: - fixes a bug in the script, by removing an unnamed column with the row index: fix KeyError - fix the metadata JSON, by adding both configurations (1.1 and 2.0): fix ExpectedMoreDownloadedFiles - updates the dataset card Fix #3515.
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3,717
wrong condition in `Features ClassLabel encode_example`
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[ "Hi @Tudyx, \r\n\r\nPlease note that in Python, the boolean NOT operator (`not`) has lower precedence than comparison operators (`<=`, `<`), thus the expression you mention is equivalent to:\r\n```python\r\n not (-1 <= example_data < self.num_classes)\r\n```\r\n\r\nAlso note that as expected, the exception is raise...
2022-02-14T11:44:35
2022-02-14T15:09:36
2022-02-14T15:07:43
NONE
null
## Describe the bug The `encode_example` function in *features.py* seems to have a wrong condition. ```python if not -1 <= example_data < self.num_classes: raise ValueError(f"Class label {example_data:d} greater than configured num_classes {self.num_classes}") ``` ## Expected results The `not - 1` co...
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1,136,831,092
I_kwDODunzps5Dwqp0
3,716
`FaissIndex` to support multiple GPU and `custom_index`
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[ "Hi @rentruewang, thansk for reporting and for your PR!!! We should definitely support this. ", "@albertvillanova Great! :)" ]
2022-02-14T06:21:43
2022-03-07T16:28:56
2022-03-07T16:28:56
CONTRIBUTOR
null
**Is your feature request related to a problem? Please describe.** Currently, because `device` is of the type `int | None`, to leverage `faiss-gpu`'s multi-gpu support, you need to create a `custom_index`. However, if using a `custom_index` created by e.g. `faiss.index_cpu_to_all_gpus`, then `FaissIndex.save` does not ...
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Fix bugs in msr_sqa dataset
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2022-02-13T16:37:30
2022-10-03T09:10:02
2022-10-03T09:08:06
CONTRIBUTOR
null
The last version has many problems, 1) Errors in table load-in. Split by a single comma instead of using pandas is wrong. 2) id reduplicated in _generate_examples function. 3) Missing information of history questions which make it hard to use. I fix it refer to https://github.com/HKUNLP/UnifiedSKG. And we test ...
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I_kwDODunzps5Dt5g6
3,714
tatoeba_mt: File not found error and key error
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[ "Looks like I solved my problems ..." ]
2022-02-13T16:35:45
2022-02-13T20:44:04
2022-02-13T20:44:04
NONE
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## Dataset viewer issue for 'tatoeba_mt' **Link:** https://huggingface.co/datasets/Helsinki-NLP/tatoeba_mt My data loader script does not seem to work. The files are part of the local repository but cannot be found. An example where it should work is the subset for "afr-eng". Another problem is that I do not ...
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3,713
Rm sphinx doc
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2022-02-13T11:26:31
2022-02-17T10:18:46
2022-02-17T10:12:09
CONTRIBUTOR
null
Checklist - [x] Update circle ci yaml - [x] Delete sphinx static & python files in docs dir - [x] Update readme in docs dir - [ ] Update docs config in setup.py
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Fix the error of msr_sqa dataset
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2022-02-12T16:27:54
2022-02-13T11:21:05
2022-02-13T11:21:05
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Fix the error of _load_table_data function in msr_sqa dataset, it is wrong to use comma to split each row.
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Fix the error of _load_table_data function in msr_sqa dataset
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2022-02-12T13:20:53
2022-02-12T13:30:43
2022-02-12T13:30:43
CONTRIBUTOR
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The _load_table_data function from the last version is wrong, it is wrong to use comma to split each row.
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Fix CI code quality issue
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2022-02-12T12:05:39
2022-02-12T12:58:05
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Fix CI code quality issue introduced by #3695.
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3,709
Set base path to hub url for canonical datasets
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2022-02-11T19:23:20
2022-02-16T14:02:28
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This should allow canonical datasets to use relative paths to download data files from the Hub cc @polinaeterna this will be useful if we have audio datasets that are canonical and for which you'd like to host data files
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`.select`: unexpected behavior with `indices`
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[ "Hi! Currently, we compute the final index as `index % len(dset)`. I agree this behavior is somewhat unexpected and that it would be more appropriate to raise an error instead (this is what `df.iloc` in Pandas does, for instance).\r\n\r\n@albertvillanova @lhoestq wdyt?", "I agree. I think `index % len(dset)` was ...
2022-02-11T15:20:01
2022-02-14T19:19:21
2022-02-14T19:19:21
NONE
null
## Describe the bug The `.select` method will not throw when sending `indices` bigger than the dataset length; `indices` will be wrapped instead. This behavior is not documented anywhere, and is not intuitive. ## Steps to reproduce the bug ```python from datasets import Dataset ds = Dataset.from_dict({"text": [...
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Unable to load dataset 'big_patent'
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[ "Hi @ankitk2109,\r\n\r\nHave you tried passing the split name with the keyword `split=`? See e.g. an example in our Quick Start docs: https://huggingface.co/docs/datasets/quickstart.html#load-the-dataset-and-model\r\n```python\r\n ds = load_dataset(\"big_patent\", \"d\", split=\"validation\")", "Hi @albertvillano...
2022-02-11T09:48:34
2022-02-14T15:26:03
2022-02-14T15:26:03
NONE
null
## Describe the bug Unable to load the "big_patent" dataset ## Steps to reproduce the bug ```python load_dataset('big_patent', 'd', 'validation') ``` ## Expected results Download big_patents' validation split from the 'd' subset ## Getting an error saying: {FileNotFoundError}Local file ..\huggingface\dat...
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PR_kwDODunzps4yfhyj
3,705
Raise informative error when loading a save_to_disk dataset
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2022-02-11T08:21:03
2022-02-11T22:56:40
2022-02-11T22:56:39
MEMBER
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People recurrently report error when trying to load a dataset (using `load_dataset`) that was previously saved using `save_to_disk`. This PR raises an informative error message telling them they should use `load_from_disk` instead. Close #3700.
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1,132,042,631
I_kwDODunzps5DeZmH
3,704
OSCAR-2109 datasets are misaligned and truncated
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[ "Hi @adrianeboyd, thanks for reporting.\r\n\r\nThere is indeed a bug in that community dataset:\r\nLine:\r\n```python\r\nmetadata_and_text_files = list(zip(metadata_files, text_files))\r\n``` \r\nshould be replaced with\r\n```python\r\nmetadata_and_text_files = list(zip(sorted(metadata_files), sorted(text_files)))\...
2022-02-11T08:14:59
2022-03-17T18:01:04
2022-03-16T16:21:28
NONE
null
## Describe the bug The `oscar-corpus/OSCAR-2109` data appears to be misaligned and truncated by the dataset builder for subsets that contain more than one part and for cases where the texts contain non-unix newlines. ## Steps to reproduce the bug A few examples, although I'm not sure how deterministic the par...
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PR_kwDODunzps4yahKc
3,702
Update data URL of lm1b dataset
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2022-02-10T18:46:30
2022-09-23T11:52:39
2022-09-23T11:52:39
NONE
null
The http address doesn't work anymore
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PR_kwDODunzps4yZ8Dw
3,701
Pin ElasticSearch
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2022-02-10T17:15:26
2022-02-10T17:31:13
2022-02-10T17:31:12
MEMBER
null
Until we manage to support ES 8.0, I'm setting the version to `<8.0.0` Currently we're getting this error on 8.0: ```python ValueError: Either 'hosts' or 'cloud_id' must be specified ``` When instantiating a `Elasticsearch()` object
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3,700
Unable to load a dataset
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[ "Hi! `load_dataset` is intended to be used to load a canonical dataset (`wikipedia`), a packaged dataset (`csv`, `json`, ...) or a dataset hosted on the Hub. For local datasets saved with `save_to_disk(\"path/to/dataset\")`, use `load_from_disk(\"path/to/dataset\")`.", "Maybe we should raise an informative error ...
2022-02-10T15:05:53
2022-02-11T22:56:39
2022-02-11T22:56:39
NONE
null
## Describe the bug Unable to load a dataset from Huggingface that I have just saved. ## Steps to reproduce the bug On Google colab `! pip install datasets ` `from datasets import load_dataset` `my_path = "wiki_dataset"` `dataset = load_dataset('wikipedia', "20200501.fr")` `dataset.save_to_disk(my_path)` `...
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1,130,200,593
PR_kwDODunzps4yY49I
3,699
Add dev-only config to Natural Questions dataset
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2022-02-10T14:42:24
2022-02-11T09:50:22
2022-02-11T09:50:21
MEMBER
null
As suggested by @lhoestq and @thomwolf, a new config has been added to Natural Questions dataset, so that only dev split can be downloaded. Fix #413.
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3,698
Add finetune-data CodeFill
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2022-02-10T11:12:51
2022-10-03T09:36:18
2022-10-03T09:36:18
NONE
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Add code-fill datasets for pretraining/finetuning/evaluating
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2022-02-10T10:31:48
2022-07-06T15:19:58
2022-07-06T15:19:58
NONE
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Force unique keys in newsqa dataset
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2022-02-10T10:09:19
2022-02-14T08:37:20
2022-02-14T08:37:19
MEMBER
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Currently, it may raise `DuplicatedKeysError`. Fix #3630.
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Fix ClassLabel to/from dict when passed names_file
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2022-02-10T09:47:10
2022-02-11T23:02:32
2022-02-11T23:02:31
MEMBER
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Currently, `names_file` is a field of the data class `ClassLabel`, thus appearing when transforming it to dict (when saving infos). Afterwards, when trying to read it from infos, it conflicts with the other field `names`. This PR, removes `names_file` as a field of the data class `ClassLabel`. - it is only used at ...
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Standardize to `Example::`
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2022-02-09T13:37:13
2022-02-17T10:20:55
2022-02-17T10:20:52
CONTRIBUTOR
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Update data URL in pubmed dataset
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2022-02-09T10:06:21
2022-02-14T14:15:42
2022-02-14T14:15:41
MEMBER
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Fix #3655.
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PR_kwDODunzps4yQThV
3,691
Upgrade black to version ~=22.0
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2022-02-08T18:45:19
2022-02-08T19:56:40
2022-02-08T19:56:39
MEMBER
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Upgrades the `datasets` library quality tool `black` to use the first stable release of `black`, version 22.0.
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PR_kwDODunzps4yP2p5
3,690
Update docs to new frontend/UI
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2022-02-08T16:38:09
2022-03-03T20:04:21
2022-03-03T20:04:20
CONTRIBUTOR
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### TLDR: Update `datasets` `docs` to the new syntax (markdown and mdx files) & frontend (as how it looks on [hf.co/transformers](https://huggingface.co/docs/transformers/index)) | Light mode | Dark mode ...
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