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https://api.github.com/repos/huggingface/datasets/issues/4578 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4578/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4578/comments | https://api.github.com/repos/huggingface/datasets/issues/4578/events | https://github.com/huggingface/datasets/issues/4578 | 1,286,086,400 | I_kwDODunzps5MqB8A | 4,578 | [Multi Configs] Use directories to differentiate between subsets/configurations | [
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] | open | false | null | 3 | 2022-06-27T16:55:11Z | 2023-06-14T15:43:05Z | null | null | 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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"I want to be able to create folders in a model.",
"How to set new split names, instead of train/test/validation? For example, I have a local dataset, consists of several subsets, named \"A\", \"B\", and \"C\". How can I create a huggingface dataset, with splits A/B/C ?\r\n\r\nThe document in https://huggingface.... |
https://api.github.com/repos/huggingface/datasets/issues/2290 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2290/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2290/comments | https://api.github.com/repos/huggingface/datasets/issues/2290/events | https://github.com/huggingface/datasets/pull/2290 | 871,145,817 | MDExOlB1bGxSZXF1ZXN0NjI2MjEyNTIz | 2,290 | Bbaw egyptian | [] | closed | false | null | 9 | 2021-04-29T15:27:58Z | 2021-05-06T17:25:25Z | 2021-05-06T17:25:25Z | null | This is the "hieroglyph corpus" that I could unfortunately not contribute during the marathon. I re-extracted it again now, so that it is in the state as used in my paper (seee documentation). I hope it satiesfies your requirements and wish every scientist out their loads of fun deciphering a 5.000 years old language :... | {
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"Hi @phiwi,\r\n\r\nThanks for contributing this nice dataset. If you have any blocking problem or question, do not hesitate to ask here. We are pleased to help you.\r\n\r\nCould you please first synchronize with our master branch? From your branch `bbaw_egyptian`, type:\r\n```\r\ngit fetch upstream master\r\ngit me... |
https://api.github.com/repos/huggingface/datasets/issues/898 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/898/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/898/comments | https://api.github.com/repos/huggingface/datasets/issues/898/events | https://github.com/huggingface/datasets/pull/898 | 752,148,284 | MDExOlB1bGxSZXF1ZXN0NTI4NTI4MDY1 | 898 | Adding SQA dataset | [] | closed | false | null | 2 | 2020-11-27T10:29:18Z | 2020-12-15T12:54:40Z | 2020-12-15T12:54:19Z | null | As discussed in #880
Seems like automatic dummy-data generation doesn't work if the builder is a `ArrowBasedBuilder`, do you think you could take a look @lhoestq ? | {
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"This dataset seems to have around 1000 configs. Therefore when creating the dummy data we end up with hundreds of MB of dummy data which we don't want to add in the repo.\r\nLet's make this PR on hold for now and find a solution after the sprint of next week",
"Closing in favor of #1566 "
] |
https://api.github.com/repos/huggingface/datasets/issues/5885 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5885/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5885/comments | https://api.github.com/repos/huggingface/datasets/issues/5885/events | https://github.com/huggingface/datasets/pull/5885 | 1,720,954,440 | PR_kwDODunzps5RFjTL | 5,885 | Modify `is_remote_filesystem` to return True for FUSE-mounted paths | [] | open | false | null | 5 | 2023-05-23T01:04:54Z | 2023-05-25T08:50:48Z | null | null | null | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5885). All of your documentation changes will be reflected on that endpoint.",
"@lhoestq would you or another maintainer be able to review please? :)",
"Why you do need to support FUSE mounted paths ?\r\n\r\n`datasets` uses d... |
https://api.github.com/repos/huggingface/datasets/issues/1656 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1656/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1656/comments | https://api.github.com/repos/huggingface/datasets/issues/1656/events | https://github.com/huggingface/datasets/pull/1656 | 775,645,356 | MDExOlB1bGxSZXF1ZXN0NTQ2Mjg0NDI3 | 1,656 | assin 2 dataset: add instances and data splits info | [] | closed | false | null | 0 | 2020-12-29T00:57:51Z | 2020-12-30T16:50:56Z | 2020-12-30T16:50:56Z | null | {
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https://api.github.com/repos/huggingface/datasets/issues/322 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/322/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/322/comments | https://api.github.com/repos/huggingface/datasets/issues/322/events | https://github.com/huggingface/datasets/pull/322 | 647,483,850 | MDExOlB1bGxSZXF1ZXN0NDQxNTAyMjc2 | 322 | output nested dict in get_nearest_examples | [] | closed | false | null | 0 | 2020-06-29T15:47:47Z | 2020-07-02T08:33:33Z | 2020-07-02T08:33:32Z | null | As we are using a columnar format like arrow as the backend for datasets, we expect to have a dictionary of columns when we slice a dataset like in this example:
```python
my_examples = dataset[0:10]
print(type(my_examples))
# >>> dict
print(my_examples["my_column"][0]
# >>> this is the first element of the colum... | {
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https://api.github.com/repos/huggingface/datasets/issues/2041 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2041/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2041/comments | https://api.github.com/repos/huggingface/datasets/issues/2041/events | https://github.com/huggingface/datasets/pull/2041 | 830,180,803 | MDExOlB1bGxSZXF1ZXN0NTkxNzMyNzMw | 2,041 | Doc2dial update data_infos and data_loaders | [] | closed | false | null | 0 | 2021-03-12T14:39:29Z | 2021-03-16T11:09:20Z | 2021-03-16T11:09:20Z | null | {
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https://api.github.com/repos/huggingface/datasets/issues/3689 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3689/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3689/comments | https://api.github.com/repos/huggingface/datasets/issues/3689/events | https://github.com/huggingface/datasets/pull/3689 | 1,127,422,478 | PR_kwDODunzps4yPnp7 | 3,689 | Fix streaming for servers not supporting HTTP range requests | [] | closed | false | null | 10 | 2022-02-08T15:41:05Z | 2022-02-10T16:51:25Z | 2022-02-10T16:51:25Z | null | Some servers do not support HTTP range requests, whereas this is required to stream some file formats (like ZIP).
~~This PR implements a workaround for those cases, by download the files locally in a temporary directory (cleaned up by the OS once the process is finished).~~
This PR raises custom error explaining ... | {
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"Does it mean that huge files might end up being downloaded? It would go against the purpose of streaming, I think. At least, this fallback should be an option that could be disabled",
"Yes, it is against the purpose of streaming, but streaming is not possible if the server does not allow HTTP range requests.\n\n... |
https://api.github.com/repos/huggingface/datasets/issues/3923 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3923/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3923/comments | https://api.github.com/repos/huggingface/datasets/issues/3923/events | https://github.com/huggingface/datasets/pull/3923 | 1,169,773,869 | PR_kwDODunzps40d9YU | 3,923 | Add methods to IterableDatasetDict | [] | closed | false | null | 5 | 2022-03-15T14:46:03Z | 2022-07-06T15:40:20Z | 2022-03-15T16:45:06Z | null | Following the new methods added in #3826 and https://github.com/huggingface/datasets/pull/3862 I added several methods to IterableDatasetDict:
- map
- filter
- shuffle
- with_format
- cast
- cast_column
- remove_columns
- rename_column
- rename_columns
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3923). All of your documentation changes will be reflected on that endpoint.",
"Is this feature stale or needs any help to it ? If so I can quickly send a PR. Thanks\r\n\r\nCC : @lhoestq, @albertvillanova ",
"These features h... |
https://api.github.com/repos/huggingface/datasets/issues/1773 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1773/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1773/comments | https://api.github.com/repos/huggingface/datasets/issues/1773/events | https://github.com/huggingface/datasets/issues/1773 | 792,708,160 | MDU6SXNzdWU3OTI3MDgxNjA= | 1,773 | bug in loading datasets | [] | closed | false | null | 3 | 2021-01-24T02:53:45Z | 2021-09-06T08:54:46Z | 2021-08-04T18:13:01Z | null | Hi,
I need to load a dataset, I use these commands:
```
from datasets import load_dataset
dataset = load_dataset('csv', data_files={'train': 'sick/train.csv',
'test': 'sick/test.csv',
'validation': 'sick/validation.csv'})
prin... | {
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"Looks like an issue with your csv file. Did you use the right delimiter ?\r\nApparently at line 37 the CSV reader from pandas reads 2 fields instead of 1.",
"Note that you can pass any argument you would pass to `pandas.read_csv` as kwargs to `load_dataset`. For example you can do\r\n```python\r\nfrom datasets i... |
https://api.github.com/repos/huggingface/datasets/issues/2200 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2200/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2200/comments | https://api.github.com/repos/huggingface/datasets/issues/2200/events | https://github.com/huggingface/datasets/issues/2200 | 854,449,656 | MDU6SXNzdWU4NTQ0NDk2NTY= | 2,200 | _prepare_split will overwrite DatasetBuilder.info.features | [] | closed | false | null | 2 | 2021-04-09T11:47:13Z | 2021-06-04T10:37:35Z | 2021-06-04T10:37:35Z | null | Hi, here is my issue:
I initialized a Csv datasetbuilder with specific features:
```
def get_dataset_features(data_args):
features = {}
if data_args.text_features:
features.update({text_feature: hf_features.Value("string") for text_feature in data_args.text_features.strip().split(",")})
if da... | {
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"Hi ! This might be related to #2153 \r\n\r\nYou're right the ArrowWriter should be initialized with `features=self.info.features` ! Good catch\r\nI'm opening a PR to fix this and also to figure out how it was not caught in the tests\r\n\r\nEDIT: opened #2201",
"> Hi ! This might be related to #2153\r\n> \r\n> Yo... |
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"The tests for the Wikipedia dataset do not pass anymore with the error:\r\n```\r\nTo be able to use this dataset, you need to install the following dependencies ['mwparserfromhell'] using 'pip install mwparserfromhell' for instance'\r\n```",
"This was an issue on master. You can just rebase from master.",
"Per... |
https://api.github.com/repos/huggingface/datasets/issues/451 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/451/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/451/comments | https://api.github.com/repos/huggingface/datasets/issues/451/events | https://github.com/huggingface/datasets/pull/451 | 667,210,468 | MDExOlB1bGxSZXF1ZXN0NDU3OTIxNDMx | 451 | Fix csv/json/txt cache dir | [] | closed | false | null | 4 | 2020-07-28T16:30:51Z | 2020-07-29T13:57:23Z | 2020-07-29T13:57:22Z | null | The cache dir for csv/json/txt datasets was always the same. This is an issue because it should be different depending on the data files provided by the user.
To fix that, I added a line that use the hash of the data files provided by the user to define the cache dir.
This should fix #444 | {
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"I think this is the way to go but I’m afraid this might be a little slow. I was thinking that we could use a high quality very fast non crypto hash like xxhash for these stuff (hashing data files)",
"Yep good idea, I'll take a look",
"I tested the hashing speed [here](https://colab.research.google.com/drive/1h... |
https://api.github.com/repos/huggingface/datasets/issues/2655 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2655/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2655/comments | https://api.github.com/repos/huggingface/datasets/issues/2655/events | https://github.com/huggingface/datasets/issues/2655 | 945,382,723 | MDU6SXNzdWU5NDUzODI3MjM= | 2,655 | Allow the selection of multiple columns at once | [
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] | open | false | null | 2 | 2021-07-15T13:30:45Z | 2021-07-23T15:40:57Z | null | null | **Is your feature request related to a problem? Please describe.**
Similar to pandas, it would be great if we could select multiple columns at once.
**Describe the solution you'd like**
```python
my_dataset = ... # Has columns ['idx', 'sentence', 'label']
idx, label = my_dataset[['idx', 'label']]
```
**... | {
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"Hi! I was looking into this and hope you can clarify a point. Your my_dataset variable would be of type DatasetDict which means the alternative you've described (dict comprehension) is what makes sense. \r\nIs there a reason why you wouldn't want to convert my_dataset to a pandas df if you'd like to use it like on... |
https://api.github.com/repos/huggingface/datasets/issues/5430 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5430/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5430/comments | https://api.github.com/repos/huggingface/datasets/issues/5430/events | https://github.com/huggingface/datasets/issues/5430 | 1,535,856,503 | I_kwDODunzps5bi093 | 5,430 | Support Apache Beam >= 2.44.0 | [
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] | open | false | null | 1 | 2023-01-17T06:42:12Z | 2023-01-17T16:12:18Z | null | null | Once we find out the root cause of:
- #5426
we should revert the temporary pin on apache-beam introduced by:
- #5429 | {
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"Some of the shard files now have 0 number of rows.\r\n\r\nWe have opened an issue in the Apache Beam repo:\r\n- https://github.com/apache/beam/issues/25041"
] |
https://api.github.com/repos/huggingface/datasets/issues/2265 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2265/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2265/comments | https://api.github.com/repos/huggingface/datasets/issues/2265/events | https://github.com/huggingface/datasets/pull/2265 | 867,490,646 | MDExOlB1bGxSZXF1ZXN0NjIzMTUyOTg5 | 2,265 | Update black | [] | closed | false | null | 0 | 2021-04-26T09:35:09Z | 2021-04-26T09:47:48Z | 2021-04-26T09:47:47Z | null | Latest black version 21.4b0 requires to reformat most dataset scripts and also the core code of the lib.
This makes the CI currently fail on master | {
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https://api.github.com/repos/huggingface/datasets/issues/4785 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4785/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4785/comments | https://api.github.com/repos/huggingface/datasets/issues/4785/events | https://github.com/huggingface/datasets/pull/4785 | 1,327,225,826 | PR_kwDODunzps48k8y4 | 4,785 | Require torchaudio<0.12.0 in docs | [] | closed | false | null | 1 | 2022-08-03T13:32:00Z | 2022-08-03T15:07:43Z | 2022-08-03T14:52:16Z | null | This PR adds to docs the requirement of torchaudio<0.12.0 to avoid RuntimeError.
Subsequent to PR:
- #4777 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] |
https://api.github.com/repos/huggingface/datasets/issues/1504 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1504/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1504/comments | https://api.github.com/repos/huggingface/datasets/issues/1504/events | https://github.com/huggingface/datasets/pull/1504 | 763,697,231 | MDExOlB1bGxSZXF1ZXN0NTM4MDczMzcw | 1,504 | Add SentiWS dataset for pos-tagging and sentiment-scoring (German) | [] | closed | false | null | 2 | 2020-12-12T12:17:53Z | 2020-12-15T18:32:38Z | 2020-12-15T18:32:38Z | null | {
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"Hi @lhoestq @yjernite, requesting you to review this for any changes needed. Thanks! :)",
"Hi @lhoestq , I have updated the PR"
] | |
https://api.github.com/repos/huggingface/datasets/issues/1712 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1712/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1712/comments | https://api.github.com/repos/huggingface/datasets/issues/1712/events | https://github.com/huggingface/datasets/pull/1712 | 782,313,097 | MDExOlB1bGxSZXF1ZXN0NTUxODkxMDk4 | 1,712 | Silicone | [] | closed | false | null | 6 | 2021-01-08T18:24:18Z | 2021-01-21T14:12:37Z | 2021-01-21T10:31:11Z | null | My collaborators and I within the Affective Computing team at Telecom Paris would like to push our spoken dialogue dataset for publication. | {
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"When should we expect to see our dataset appear in the search dropdown at huggingface.co?",
"Hi @eusip,\r\n\r\n> When should we expect to see our dataset appear in the search dropdown at huggingface.co?\r\n\r\nwhen this PR is merged.",
"Thanks!",
"I've implemented all the changes requested by @lhoestq but I ... |
https://api.github.com/repos/huggingface/datasets/issues/4406 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4406/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4406/comments | https://api.github.com/repos/huggingface/datasets/issues/4406/events | https://github.com/huggingface/datasets/pull/4406 | 1,248,626,622 | PR_kwDODunzps44ePLU | 4,406 | Improve language tag for PIAF dataset | [] | closed | false | null | 0 | 2022-05-25T19:41:55Z | 2022-05-27T14:51:23Z | 2022-05-27T14:51:23Z | null | Hi,
As pointed out by @lhoestq in this discussion (https://huggingface.co/datasets/asi/wikitext_fr/discussions/1), it is not yet possible to edit datasets outside of a namespace with the Hub PR feature and that you have to go through GitHub.
This modification should allow better referencing since only the xx lan... | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"What do you think @albertvillanova ?"
] |
https://api.github.com/repos/huggingface/datasets/issues/1529 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1529/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1529/comments | https://api.github.com/repos/huggingface/datasets/issues/1529/events | https://github.com/huggingface/datasets/pull/1529 | 764,748,410 | MDExOlB1bGxSZXF1ZXN0NTM4NjY4MjU4 | 1,529 | Ro sent | [] | closed | false | null | 8 | 2020-12-13T01:55:02Z | 2021-03-19T10:32:43Z | 2021-03-19T10:32:42Z | null | Movies reviews dataset for Romanian language. | {
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"Hi @iliemihai, it looks like this PR holds changes from your previous PR #1493 .\r\nWould you mind removing them from the branch please ?",
"@SBrandeis I am sorry. Yes I will remove them. Thank you :D ",
"Hi @lhoestq @SBrandeis @iliemihai\r\n\r\nIs this still in progress or can I take over this one?\r\n\r\nTha... |
https://api.github.com/repos/huggingface/datasets/issues/1382 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1382/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1382/comments | https://api.github.com/repos/huggingface/datasets/issues/1382/events | https://github.com/huggingface/datasets/pull/1382 | 760,325,077 | MDExOlB1bGxSZXF1ZXN0NTM1MTc1NzMx | 1,382 | adding UNPC | [] | closed | false | null | 1 | 2020-12-09T13:21:41Z | 2020-12-09T17:53:06Z | 2020-12-09T17:53:06Z | null | Adding United Nations Parallel Corpus
http://opus.nlpl.eu/UNPC.php | {
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"merging since the CI just had a connection error"
] |
https://api.github.com/repos/huggingface/datasets/issues/6044 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6044/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6044/comments | https://api.github.com/repos/huggingface/datasets/issues/6044/events | https://github.com/huggingface/datasets/pull/6044 | 1,808,057,906 | PR_kwDODunzps5Vr7jr | 6,044 | Rename "pattern" to "path" in YAML data_files configs | [] | closed | false | null | 10 | 2023-07-17T15:41:16Z | 2023-07-19T16:59:55Z | 2023-07-19T16:48:06Z | null | To make it easier to understand for users.
They can use "path" to specify a single path, <s>or "paths" to use a list of paths.</s>
Glob patterns are still supported though
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5302 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5302/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5302/comments | https://api.github.com/repos/huggingface/datasets/issues/5302/events | https://github.com/huggingface/datasets/pull/5302 | 1,464,778,901 | PR_kwDODunzps5DuJJp | 5,302 | Improve `use_auth_token` docstring and deprecate `use_auth_token` in `download_and_prepare` | [] | closed | false | null | 1 | 2022-11-25T17:09:21Z | 2022-12-09T14:20:15Z | 2022-12-09T14:17:20Z | null | Clarify in the docstrings what happens when `use_auth_token` is `None` and deprecate the `use_auth_token` param in `download_and_prepare`. | {
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https://api.github.com/repos/huggingface/datasets/issues/3810 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3810/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3810/comments | https://api.github.com/repos/huggingface/datasets/issues/3810/events | https://github.com/huggingface/datasets/pull/3810 | 1,158,202,093 | PR_kwDODunzps4z4WUW | 3,810 | Update version of xcopa dataset | [] | closed | false | null | 0 | 2022-03-03T09:58:25Z | 2022-03-03T10:44:30Z | 2022-03-03T10:44:29Z | null | Note that there was a version update of the `xcopa` dataset: https://github.com/cambridgeltl/xcopa/releases
We updated our loading script, but we did not bump a new version number:
- #3254
This PR updates our loading script version from `1.0.0` to `1.1.0`. | {
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I just added `if hasattr(...)` to make sure it doesn't crash | {
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https://api.github.com/repos/huggingface/datasets/issues/3745 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3745/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3745/comments | https://api.github.com/repos/huggingface/datasets/issues/3745/events | https://github.com/huggingface/datasets/pull/3745 | 1,141,520,953 | PR_kwDODunzps4y__m2 | 3,745 | Add mIoU metric | [] | closed | false | null | 3 | 2022-02-17T15:52:17Z | 2022-03-08T13:20:26Z | 2022-03-08T13:20:26Z | 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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"Hmm the doctest failed again - maybe the full result needs to be on one single line",
"cc @lhoestq for the final review",
"Cool ! Feel free to merge if it's all good for you"
] |
https://api.github.com/repos/huggingface/datasets/issues/4395 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4395/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4395/comments | https://api.github.com/repos/huggingface/datasets/issues/4395/events | https://github.com/huggingface/datasets/pull/4395 | 1,245,436,486 | PR_kwDODunzps44TrBA | 4,395 | Add Pascal VOC dataset | [
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] | closed | false | null | 6 | 2022-05-23T16:34:05Z | 2022-10-03T09:39:08Z | 2022-10-03T09:36:56Z | null | This PR adds the Pascal VOC dataset in the same way TFDS has it added. I believe we can iterate on this dataset and in future versions include more data, such as segmentation masks, but for now I think it is a good idea to just add it the same way as TFDS to get a solid first version out there. | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Some CI fails are unrelated to your PR and fixed on master, feel free to merge master into your branch :)",
"Thanks @nateraw for the addition of this dataset.\r\n\r\nI would suggest to transfer it to the Hugging Face Hub, under a \... |
https://api.github.com/repos/huggingface/datasets/issues/5992 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5992/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5992/comments | https://api.github.com/repos/huggingface/datasets/issues/5992/events | https://github.com/huggingface/datasets/pull/5992 | 1,776,460,964 | PR_kwDODunzps5UAk3C | 5,992 | speedup | [] | closed | false | null | 1 | 2023-06-27T09:17:58Z | 2023-06-27T09:23:07Z | 2023-06-27T09:18:04Z | null | null | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5992). All of your documentation changes will be reflected on that endpoint."
] |
https://api.github.com/repos/huggingface/datasets/issues/2555 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2555/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2555/comments | https://api.github.com/repos/huggingface/datasets/issues/2555/events | https://github.com/huggingface/datasets/pull/2555 | 931,585,485 | MDExOlB1bGxSZXF1ZXN0Njc5MDU4ODM3 | 2,555 | Fix code_search_net keys | [] | closed | false | null | 1 | 2021-06-28T13:40:23Z | 2021-09-02T08:24:43Z | 2021-06-28T14:10:35Z | null | There were duplicate keys in the `code_search_net` dataset, as reported in https://github.com/huggingface/datasets/issues/2552
I fixed the keys (it was an addition of the file and row indices, which was causing collisions)
Fix #2552. | {
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"Fix #2552."
] |
https://api.github.com/repos/huggingface/datasets/issues/4765 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4765/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4765/comments | https://api.github.com/repos/huggingface/datasets/issues/4765/events | https://github.com/huggingface/datasets/pull/4765 | 1,321,787,428 | PR_kwDODunzps48S2rM | 4,765 | Fix version in map_nested docstring | [] | closed | false | null | 1 | 2022-07-29T05:44:32Z | 2022-07-29T11:51:25Z | 2022-07-29T11:38:36Z | null | After latest release, `map_nested` docstring needs being updated with the right version for versionchanged and versionadded. | {
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] |
https://api.github.com/repos/huggingface/datasets/issues/4296 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4296/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4296/comments | https://api.github.com/repos/huggingface/datasets/issues/4296/events | https://github.com/huggingface/datasets/pull/4296 | 1,229,554,645 | PR_kwDODunzps43foZ- | 4,296 | Fix URL query parameters in compression hop path when streaming | [] | open | false | null | 1 | 2022-05-09T11:18:22Z | 2022-07-06T15:19:53Z | null | null | Fix #3488. | {
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https://api.github.com/repos/huggingface/datasets/issues/3359 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3359/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3359/comments | https://api.github.com/repos/huggingface/datasets/issues/3359/events | https://github.com/huggingface/datasets/pull/3359 | 1,068,638,213 | PR_kwDODunzps4vQtI0 | 3,359 | Add The Pile Free Law subset | [] | closed | false | null | 3 | 2021-12-01T16:46:04Z | 2021-12-06T10:12:17Z | 2021-12-01T17:30:44Z | null | Add:
- Free Law subset of The Pile: "free_law" config
Close bigscience-workshop/data_tooling#75.
CC: @StellaAthena | {
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"@albertvillanova Is there a specific reason you’re adding the Pile under “the” instead of under “pile”? That does not appear to be consistent with other datasets.",
"Hi @StellaAthena,\r\n\r\nI asked myself the same question, but at the end I decided to be consistent with previously added Pile subsets:\r\n- #2817... |
https://api.github.com/repos/huggingface/datasets/issues/3241 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3241/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3241/comments | https://api.github.com/repos/huggingface/datasets/issues/3241/events | https://github.com/huggingface/datasets/pull/3241 | 1,048,461,852 | PR_kwDODunzps4uRzHa | 3,241 | Swap descriptions of v1 and raw-v1 configs of WikiText dataset and fix metadata | [] | closed | false | null | 0 | 2021-11-09T10:54:15Z | 2022-02-14T15:46:00Z | 2021-11-09T13:49:28Z | null | Fix #3237, fix #795. | {
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https://api.github.com/repos/huggingface/datasets/issues/16 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/16/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/16/comments | https://api.github.com/repos/huggingface/datasets/issues/16/events | https://github.com/huggingface/datasets/pull/16 | 605,661,462 | MDExOlB1bGxSZXF1ZXN0NDA4MDIyMTUz | 16 | create our own DownloadManager | [] | closed | false | null | 4 | 2020-04-23T16:08:07Z | 2021-05-05T18:25:24Z | 2020-04-25T21:25:10Z | null | I tried to create our own - and way simpler - download manager, by replacing all the complicated stuff with our own `cached_path` solution.
With this implementation, I tried `dataset = nlp.load('squad')` and it seems to work fine.
For the implementation, what I did exactly:
- I copied the old download manager
- I... | {
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"Looks great to me! ",
"The new download manager is ready. I removed the old folder and I fixed a few remaining dependencies.\r\nI tested it on squad and a few others from the dataset folder and it works fine.\r\n\r\nThe only impact of these changes is that it breaks the `download_and_prepare` script that was use... |
https://api.github.com/repos/huggingface/datasets/issues/3250 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3250/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3250/comments | https://api.github.com/repos/huggingface/datasets/issues/3250/events | https://github.com/huggingface/datasets/pull/3250 | 1,050,541,348 | PR_kwDODunzps4uYmkr | 3,250 | Add ETHICS dataset | [
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] | closed | false | null | 1 | 2021-11-11T03:45:34Z | 2022-10-03T09:37:25Z | 2022-10-03T09:37:25Z | null | This PR adds the ETHICS dataset, including all 5 sub-datasets.
From https://arxiv.org/abs/2008.02275 | {
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"Thanks for your contribution, @ssss1029. Are you still interested in adding this dataset?\r\n\r\nWe are removing the dataset scripts from this GitHub repo and moving them to the Hugging Face Hub: https://huggingface.co/datasets\r\n\r\nWe would suggest you create this dataset there. Please, feel free to tell us if ... |
https://api.github.com/repos/huggingface/datasets/issues/6058 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6058/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6058/comments | https://api.github.com/repos/huggingface/datasets/issues/6058/events | https://github.com/huggingface/datasets/issues/6058 | 1,815,131,397 | I_kwDODunzps5sMLUF | 6,058 | laion-coco download error | [] | closed | false | null | 1 | 2023-07-21T04:24:15Z | 2023-07-22T01:42:06Z | 2023-07-22T01:42:06Z | null | ### Describe the bug
The full trace:
```
/home/bian/anaconda3/envs/sd/lib/python3.10/site-packages/datasets/load.py:1744: FutureWarning: 'ignore_verifications' was de
precated in favor of 'verification_mode' in version 2.9.1 and will be removed in 3.0.0.
You can remove this warning by passing 'verification_mode=no... | {
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"This can also mean one of the files was not downloaded correctly.\r\n\r\nWe log an erroneous file's name before raising the reader's error, so this is how you can find the problematic file. Then, you should delete it and call `load_dataset` again.\r\n\r\n(I checked all the uploaded files, and they seem to be valid... |
https://api.github.com/repos/huggingface/datasets/issues/2750 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2750/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2750/comments | https://api.github.com/repos/huggingface/datasets/issues/2750/events | https://github.com/huggingface/datasets/issues/2750 | 958,984,730 | MDU6SXNzdWU5NTg5ODQ3MzA= | 2,750 | Second concatenation of datasets produces errors | [
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] | closed | false | null | 5 | 2021-08-03T10:47:04Z | 2022-01-19T14:23:43Z | 2022-01-19T14:19:05Z | null | Hi,
I am need to concatenate my dataset with others several times, and after I concatenate it for the second time, the features of features (e.g. tags names) are collapsed. This hinders, for instance, the usage of tokenize function with `data.map`.
```
from datasets import load_dataset, concatenate_datasets
d... | {
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"@albertvillanova ",
"Hi @Aktsvigun, thanks for reporting.\r\n\r\nI'm investigating this.",
"Hi @albertvillanova ,\r\nany update on this? Can I probably help in some way?",
"Hi @Aktsvigun! We are planning to address this issue before our next release, in a couple of weeks at most. 😅 \r\n\r\nIn the meantime, ... |
https://api.github.com/repos/huggingface/datasets/issues/1481 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1481/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1481/comments | https://api.github.com/repos/huggingface/datasets/issues/1481/events | https://github.com/huggingface/datasets/pull/1481 | 762,579,658 | MDExOlB1bGxSZXF1ZXN0NTM3MTEwOTM1 | 1,481 | Fix ADD_NEW_DATASET to avoid rebasing once pushed | [] | closed | false | null | 0 | 2020-12-11T16:27:49Z | 2021-01-07T10:10:20Z | 2021-01-07T10:10:20Z | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4243 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4243/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4243/comments | https://api.github.com/repos/huggingface/datasets/issues/4243/events | https://github.com/huggingface/datasets/pull/4243 | 1,217,689,909 | PR_kwDODunzps425Gkn | 4,243 | WIP: Initial shades loading script and readme | [
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] | closed | false | null | 1 | 2022-04-27T17:45:43Z | 2022-10-03T09:36:35Z | 2022-10-03T09:36:35Z | null | null | {
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"Thanks for your contribution, @shayne-longpre.\r\n\r\nAre you still interested in adding this dataset? As we are transferring the dataset scripts from this GitHub repo, we would recommend you to add this to the Hugging Face Hub: https://huggingface.co/datasets"
] |
https://api.github.com/repos/huggingface/datasets/issues/3946 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3946/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3946/comments | https://api.github.com/repos/huggingface/datasets/issues/3946/events | https://github.com/huggingface/datasets/pull/3946 | 1,171,239,287 | PR_kwDODunzps40i1L3 | 3,946 | Add newline to text dataset builder for controlling universal newlines mode | [] | open | false | null | 2 | 2022-03-16T16:11:11Z | 2022-07-06T15:19:51Z | null | null | Fix #3804. | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3946). All of your documentation changes will be reflected on that endpoint.",
"The failing CI test has nothing to do with this PR."
] |
https://api.github.com/repos/huggingface/datasets/issues/536 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/536/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/536/comments | https://api.github.com/repos/huggingface/datasets/issues/536/events | https://github.com/huggingface/datasets/pull/536 | 687,378,332 | MDExOlB1bGxSZXF1ZXN0NDc0ODE0NzY1 | 536 | Fingerprint | [] | closed | false | null | 1 | 2020-08-27T16:27:09Z | 2020-08-31T14:20:40Z | 2020-08-31T14:20:39Z | null | This PR is a continuation of #513 , in which many in-place functions were introduced or updated (cast_, flatten_) etc.
However the caching didn't handle these changes. Indeed the caching took into account only the previous cache file name of the table, and not the possible in-place transforms of the table.
To fix t... | {
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"I changed the way I implemented fingerprint updates to use decorator functions.\r\n\r\nI also added a new attribute called `_inplace_history` that stores the in-place history of transforms (like cast_, rename_columns, etc.). This history is useful to replay the changes that were done in-place when unpickling a dat... |
https://api.github.com/repos/huggingface/datasets/issues/4557 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4557/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4557/comments | https://api.github.com/repos/huggingface/datasets/issues/4557/events | https://github.com/huggingface/datasets/pull/4557 | 1,283,473,889 | PR_kwDODunzps46TGZK | 4,557 | Add evaluation metadata to wmt16 | [
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] | closed | false | null | 3 | 2022-06-24T09:04:23Z | 2022-09-23T09:36:32Z | 2022-09-23T09:36:32Z | null | Just to confirm: we should add this metadata via GitHub and not Hub PRs for canonical datasets right? | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4557). All of your documentation changes will be reflected on that endpoint.",
"> Just to confirm: we should add this metadata via GitHub and not Hub PRs for canonical datasets right?\r\n\r\nyes :)",
"As discussed with @lewtu... |
https://api.github.com/repos/huggingface/datasets/issues/2375 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2375/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2375/comments | https://api.github.com/repos/huggingface/datasets/issues/2375/events | https://github.com/huggingface/datasets/pull/2375 | 894,655,157 | MDExOlB1bGxSZXF1ZXN0NjQ2OTg2NTcw | 2,375 | Dataset Streaming | [] | closed | false | null | 0 | 2021-05-18T18:20:00Z | 2021-06-23T16:35:02Z | 2021-06-23T16:35:01Z | null | # Dataset Streaming
## API
Current API is
```python
from datasets import load_dataset
# Load an IterableDataset without downloading data
snli = load_dataset("snli", streaming=True)
# Access examples by streaming data
print(next(iter(snli["train"])))
# {'premise': 'A person on a horse jumps over a br... | {
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https://api.github.com/repos/huggingface/datasets/issues/3506 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3506/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3506/comments | https://api.github.com/repos/huggingface/datasets/issues/3506/events | https://github.com/huggingface/datasets/pull/3506 | 1,091,166,595 | PR_kwDODunzps4wZpot | 3,506 | Allows DatasetDict.filter to have batching option | [] | closed | false | null | 0 | 2021-12-30T15:22:22Z | 2022-01-04T10:24:28Z | 2022-01-04T10:24:27Z | null | - Related to: #3244
- Fixes: #3503
We extends `.filter( ... batched: bool)` support to DatasetDict. | {
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https://api.github.com/repos/huggingface/datasets/issues/1555 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1555/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1555/comments | https://api.github.com/repos/huggingface/datasets/issues/1555/events | https://github.com/huggingface/datasets/pull/1555 | 765,681,607 | MDExOlB1bGxSZXF1ZXN0NTM5MDMzMzIw | 1,555 | Added Opus TedTalks | [] | closed | false | null | 2 | 2020-12-13T22:29:33Z | 2020-12-18T09:44:43Z | 2020-12-18T09:44:43Z | null | Dataset : http://opus.nlpl.eu/TedTalks.php | {
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"@lhoestq I saw some common changes you made on the other PR's (Similar Opus Datasets). I fixed those changes here. Can you please review it once ? \r\nThanks.",
"merging since the CI is fixed on master"
] |
https://api.github.com/repos/huggingface/datasets/issues/5415 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5415/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5415/comments | https://api.github.com/repos/huggingface/datasets/issues/5415/events | https://github.com/huggingface/datasets/issues/5415 | 1,526,904,861 | I_kwDODunzps5bArgd | 5,415 | RuntimeError: Sharding is ambiguous for this dataset | [] | closed | false | null | 0 | 2023-01-10T07:36:11Z | 2023-01-18T14:09:04Z | 2023-01-18T14:09:03Z | null | ### Describe the bug
When loading some datasets, a RuntimeError is raised.
For example, for "ami" dataset: https://huggingface.co/datasets/ami/discussions/3
```
.../huggingface/datasets/src/datasets/builder.py in _prepare_split(self, split_generator, check_duplicate_keys, file_format, num_proc, max_shard_size)
... | {
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https://api.github.com/repos/huggingface/datasets/issues/775 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/775/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/775/comments | https://api.github.com/repos/huggingface/datasets/issues/775/events | https://github.com/huggingface/datasets/pull/775 | 732,287,504 | MDExOlB1bGxSZXF1ZXN0NTEyMjUyODI3 | 775 | Properly delete metrics when a process is killed | [] | closed | false | null | 0 | 2020-10-29T12:52:07Z | 2020-10-29T14:01:20Z | 2020-10-29T14:01:19Z | null | Tests are flaky when using metrics in distributed setup.
There is because of one test that make sure that using two possibly incompatible metric computation (same exp id) either works or raises the right error.
However if the error is raised, all the processes of the metric are killed, and the open files (arrow + loc... | {
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https://api.github.com/repos/huggingface/datasets/issues/2634 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2634/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2634/comments | https://api.github.com/repos/huggingface/datasets/issues/2634/events | https://github.com/huggingface/datasets/pull/2634 | 942,805,621 | MDExOlB1bGxSZXF1ZXN0Njg4NDk2Mzc2 | 2,634 | Inject ASR template for lj_speech dataset | [] | closed | false | {
"closed_at": "2021-07-21T15:36:49Z",
"closed_issues": 29,
"created_at": "2021-06-08T18:48:33Z",
"creator": {
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"followers_url": "https://api.github.com/... | 0 | 2021-07-13T06:04:54Z | 2021-07-13T09:05:09Z | 2021-07-13T09:05:09Z | null | Related to: #2565, #2633.
cc: @lewtun | {
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https://api.github.com/repos/huggingface/datasets/issues/2208 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2208/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2208/comments | https://api.github.com/repos/huggingface/datasets/issues/2208/events | https://github.com/huggingface/datasets/pull/2208 | 855,343,835 | MDExOlB1bGxSZXF1ZXN0NjEzMTAxMzMw | 2,208 | Remove Python2 leftovers | [] | closed | false | null | 1 | 2021-04-11T16:08:03Z | 2021-04-14T22:05:36Z | 2021-04-14T13:40:51Z | null | This PR removes Python2 leftovers since this project aims for Python3.6+ (and as of 2020 Python2 is no longer officially supported) | {
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"merging since the CI is fixed on master"
] |
https://api.github.com/repos/huggingface/datasets/issues/5677 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5677/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5677/comments | https://api.github.com/repos/huggingface/datasets/issues/5677/events | https://github.com/huggingface/datasets/issues/5677 | 1,644,828,606 | I_kwDODunzps5iChe- | 5,677 | Dataset.map() crashes when any column contains more than 1000 empty dictionaries | [] | closed | false | null | 0 | 2023-03-29T00:01:31Z | 2023-07-07T14:01:14Z | 2023-07-07T14:01:14Z | null | ### Describe the bug
`Dataset.map()` crashes any time any column contains more than `writer_batch_size` (default 1000) empty dictionaries, regardless of whether the column is being operated on. The error does not occur if the dictionaries are non-empty.
### Steps to reproduce the bug
Example:
```
import datasets... | {
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https://api.github.com/repos/huggingface/datasets/issues/4483 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4483/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4483/comments | https://api.github.com/repos/huggingface/datasets/issues/4483/events | https://github.com/huggingface/datasets/issues/4483 | 1,269,253,840 | I_kwDODunzps5Lp0bQ | 4,483 | Dataset.map throws pyarrow.lib.ArrowNotImplementedError when converting from list of empty lists | [
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"default": true,
"description": "Something isn't working",
"id": 1935892857,
"name": "bug",
"node_id": "MDU6TGFiZWwxOTM1ODkyODU3",
"url": "https://api.github.com/repos/huggingface/datasets/labels/bug"
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] | closed | false | null | 1 | 2022-06-13T10:47:52Z | 2022-06-14T13:34:14Z | 2022-06-14T13:34:14Z | null | ## Describe the bug
Dataset.map throws pyarrow.lib.ArrowNotImplementedError: Unsupported cast from int64 to null using function cast_null when converting from a type of 'empty lists' to 'lists with some type'.
This appears to be due to the interaction of arrow internals and some assumptions made by datasets.
T... | {
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"Hi @sanderland ! Thanks for reporting :) This is a bug, I opened a PR to fix it. We'll do a new release soon\r\n\r\nIn the meantime you can fix it by specifying in advance that the \"label\" are integers:\r\n```python\r\nimport numpy as np\r\n\r\nds = Dataset.from_dict(\r\n {\r\n \"text\": [\"the lazy do... |
https://api.github.com/repos/huggingface/datasets/issues/2934 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2934/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2934/comments | https://api.github.com/repos/huggingface/datasets/issues/2934/events | https://github.com/huggingface/datasets/issues/2934 | 999,477,413 | I_kwDODunzps47ktCl | 2,934 | to_tf_dataset keeps a reference to the open data somewhere, causing issues on windows | [
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] | closed | false | null | 2 | 2021-09-17T15:26:53Z | 2021-10-13T09:03:23Z | 2021-10-13T09:03:23Z | null | To reproduce:
```python
import datasets as ds
import weakref
import gc
d = ds.load_dataset("mnist", split="train")
ref = weakref.ref(d._data.table)
tfd = d.to_tf_dataset("image", batch_size=1, shuffle=False, label_cols="label")
del tfd, d
gc.collect()
assert ref() is None, "Error: there is at least one refe... | {
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"I did some investigation and, as it seems, the bug stems from [this line](https://github.com/huggingface/datasets/blob/8004d7c3e1d74b29c3e5b0d1660331cd26758363/src/datasets/arrow_dataset.py#L325). The lifecycle of the dataset from the linked line is bound to one of the returned `tf.data.Dataset`. So my (hacky) sol... |
https://api.github.com/repos/huggingface/datasets/issues/3629 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3629/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3629/comments | https://api.github.com/repos/huggingface/datasets/issues/3629/events | https://github.com/huggingface/datasets/pull/3629 | 1,113,971,575 | PR_kwDODunzps4xkCZA | 3,629 | Fix Hub repos update when there's a new release | [] | closed | false | null | 0 | 2022-01-25T14:39:45Z | 2022-01-25T14:55:46Z | 2022-01-25T14:55:46Z | null | It was not listing the full list of datasets correctly
cc @SBrandeis this is why it failed for 1.18.0
We should be good now ! | {
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https://api.github.com/repos/huggingface/datasets/issues/340 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/340/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/340/comments | https://api.github.com/repos/huggingface/datasets/issues/340/events | https://github.com/huggingface/datasets/pull/340 | 650,533,920 | MDExOlB1bGxSZXF1ZXN0NDQ0MDA2Nzcy | 340 | Update cfq.py | [] | closed | false | null | 1 | 2020-07-03T11:23:19Z | 2020-07-03T12:33:50Z | 2020-07-03T12:33:50Z | null | Make the dataset name consistent with in the paper: Compositional Freebase Question => Compositional Freebase Questions. | {
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"Thanks @brainshawn for this update"
] |
https://api.github.com/repos/huggingface/datasets/issues/3749 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3749/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3749/comments | https://api.github.com/repos/huggingface/datasets/issues/3749/events | https://github.com/huggingface/datasets/pull/3749 | 1,142,156,678 | PR_kwDODunzps4zCKqg | 3,749 | Add tqdm arguments | [] | closed | false | null | 6 | 2022-02-18T01:34:46Z | 2022-03-08T09:38:48Z | 2022-03-08T09:38:48Z | 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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"Hi ! Thanks this will be very useful :)\r\n\r\nIt looks like there are some changes in the github diff that are not related to your contribution, can you try fixing this by merging `master` into your PR, or create a new PR from an updated version of `master` ?",
"I have already solved the conflict on this latest... |
https://api.github.com/repos/huggingface/datasets/issues/1643 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1643/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1643/comments | https://api.github.com/repos/huggingface/datasets/issues/1643/events | https://github.com/huggingface/datasets/issues/1643 | 775,280,046 | MDU6SXNzdWU3NzUyODAwNDY= | 1,643 | Dataset social_bias_frames 404 | [] | closed | false | null | 1 | 2020-12-28T08:35:34Z | 2020-12-28T08:38:07Z | 2020-12-28T08:38:07Z | null | ```
>>> from datasets import load_dataset
>>> dataset = load_dataset("social_bias_frames")
...
Downloading and preparing dataset social_bias_frames/default
...
~/.pyenv/versions/3.7.6/lib/python3.7/site-packages/datasets/utils/file_utils.py in get_from_cache(url, cache_dir, force_download, proxies, etag_timeout, ... | {
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"I see, master is already fixed in https://github.com/huggingface/datasets/commit/9e058f098a0919efd03a136b9b9c3dec5076f626"
] |
https://api.github.com/repos/huggingface/datasets/issues/4417 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4417/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4417/comments | https://api.github.com/repos/huggingface/datasets/issues/4417/events | https://github.com/huggingface/datasets/issues/4417 | 1,251,933,091 | I_kwDODunzps5Knvuj | 4,417 | how to convert a dict generator into a huggingface dataset. | [
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] | closed | false | null | 18 | 2022-05-29T16:28:27Z | 2022-09-16T14:44:19Z | 2022-09-16T14:44:19Z | null | ### Link
_No response_
### Description
Hey there, I have used seqio to get a well distributed mixture of samples from multiple dataset. However the resultant output from seqio is a python generator dict, which I cannot produce back into huggingface dataset.
The generator contains all the samples needed for ... | {
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"@albertvillanova @lhoestq , could you please help me on this issue. ",
"Hi ! As mentioned on the [forum](https://discuss.huggingface.co/t/how-to-wrap-a-generator-with-hf-dataset/18464), the simplest for now would be to define a [dataset script](https://huggingface.co/docs/datasets/dataset_script) which can conta... |
https://api.github.com/repos/huggingface/datasets/issues/803 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/803/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/803/comments | https://api.github.com/repos/huggingface/datasets/issues/803/events | https://github.com/huggingface/datasets/pull/803 | 736,818,917 | MDExOlB1bGxSZXF1ZXN0NTE1OTY1ODE2 | 803 | fix: typos in tutorial to map KILT and TriviaQA | [] | closed | false | null | 0 | 2020-11-05T10:42:00Z | 2020-11-10T09:08:07Z | 2020-11-10T09:08:07Z | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5930 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5930/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5930/comments | https://api.github.com/repos/huggingface/datasets/issues/5930/events | https://github.com/huggingface/datasets/issues/5930 | 1,745,184,395 | I_kwDODunzps5oBWaL | 5,930 | loading private custom dataset script - authentication error | [] | closed | false | null | 1 | 2023-06-07T06:58:23Z | 2023-06-15T14:49:21Z | 2023-06-15T14:49:20Z | null | ### Describe the bug
Train model with my custom dataset stored in HuggingFace and loaded with the loading script requires authentication but I am not sure how ?
I am logged in in the terminal, in the browser. I receive this error:
/python3.8/site-packages/datasets/utils/file_utils.py", line 566, in get_from... | {
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"This issue seems to have been resolved, so I'm closing it."
] |
https://api.github.com/repos/huggingface/datasets/issues/2576 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2576/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2576/comments | https://api.github.com/repos/huggingface/datasets/issues/2576/events | https://github.com/huggingface/datasets/pull/2576 | 934,986,761 | MDExOlB1bGxSZXF1ZXN0NjgxOTc5MTA1 | 2,576 | Add mC4 | [] | closed | false | null | 0 | 2021-07-01T15:51:25Z | 2021-07-02T14:50:56Z | 2021-07-02T14:50:55Z | null | AllenAI is now hosting the processed C4 and mC4 dataset in this repo: https://huggingface.co/datasets/allenai/c4
Thanks a lot to them !
In this PR I added the mC4 dataset builder. It supports 108 languages
You can load it with
```python
from datasets import load_dataset
en_mc4 = load_dataset("mc4", "en")
f... | {
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https://api.github.com/repos/huggingface/datasets/issues/4269 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4269/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4269/comments | https://api.github.com/repos/huggingface/datasets/issues/4269/events | https://github.com/huggingface/datasets/pull/4269 | 1,223,865,145 | PR_kwDODunzps43Nzwh | 4,269 | Add license and point of contact to big_patent dataset | [] | closed | false | null | 1 | 2022-05-03T09:24:07Z | 2022-05-06T08:38:09Z | 2022-05-03T11:16:19Z | null | Update metadata of big_patent dataset with:
- license
- point of contact | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] |
https://api.github.com/repos/huggingface/datasets/issues/6047 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6047/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6047/comments | https://api.github.com/repos/huggingface/datasets/issues/6047/events | https://github.com/huggingface/datasets/pull/6047 | 1,809,627,947 | PR_kwDODunzps5VxRLA | 6,047 | Bump dev version | [] | closed | false | null | 3 | 2023-07-18T10:15:39Z | 2023-07-18T10:28:01Z | 2023-07-18T10:15:52Z | null | workaround to fix an issue with transformers CI
https://github.com/huggingface/transformers/pull/24867#discussion_r1266519626 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6047). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... |
https://api.github.com/repos/huggingface/datasets/issues/1076 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1076/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1076/comments | https://api.github.com/repos/huggingface/datasets/issues/1076/events | https://github.com/huggingface/datasets/pull/1076 | 756,584,328 | MDExOlB1bGxSZXF1ZXN0NTMyMTExNDU5 | 1,076 | quac quac / coin coin | [] | closed | false | null | 1 | 2020-12-03T20:55:29Z | 2020-12-04T16:36:39Z | 2020-12-04T09:15:20Z | null | Add QUAC (Question Answering in Context)
I linearized most of the dictionnaries to lists.
Referenced to the authors' datasheet for the dataset card.
🦆🦆🦆
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https://api.github.com/repos/huggingface/datasets/issues/4594 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4594/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4594/comments | https://api.github.com/repos/huggingface/datasets/issues/4594/events | https://github.com/huggingface/datasets/issues/4594 | 1,288,070,023 | I_kwDODunzps5MxmOH | 4,594 | load_from_disk suggests incorrect fix when used to load DatasetDict | [
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] | closed | false | null | 0 | 2022-06-29T01:40:01Z | 2022-06-29T04:03:44Z | 2022-06-29T04:03:44Z | null | Edit: Please feel free to remove this issue. The problem was not the error message but the fact that the DatasetDict.load_from_disk does not support loading nested splits, i.e. if one of the splits is itself a DatasetDict. If nesting splits is an antipattern, perhaps the load_from_disk function can throw a warning indi... | {
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https://api.github.com/repos/huggingface/datasets/issues/3098 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3098/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3098/comments | https://api.github.com/repos/huggingface/datasets/issues/3098/events | https://github.com/huggingface/datasets/pull/3098 | 1,028,210,790 | PR_kwDODunzps4tSRSZ | 3,098 | Push to hub capabilities for `Dataset` and `DatasetDict` | [] | closed | false | null | 9 | 2021-10-17T04:12:44Z | 2021-12-08T16:04:50Z | 2021-11-24T11:25:36Z | null | This PR implements a `push_to_hub` method on `Dataset` and `DatasetDict`. This does not currently work in `IterableDatasetDict` nor `IterableDataset` as those are simple dicts and I would like your opinion on how you would like to implement this before going ahead and doing it.
This implementation needs to be used w... | {
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"Thank you for your reviews! I should have addressed all of your comments, and I added a test to ensure that `private` datasets work correctly too. I have merged the changes in `huggingface_hub`, so the `main` branch can be installed now; and I will release v0.1.0 soon.\r\n\r\nAs blockers for this PR:\r\n- It's sti... |
https://api.github.com/repos/huggingface/datasets/issues/2148 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2148/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2148/comments | https://api.github.com/repos/huggingface/datasets/issues/2148/events | https://github.com/huggingface/datasets/issues/2148 | 844,700,910 | MDU6SXNzdWU4NDQ3MDA5MTA= | 2,148 | Add configurable options to `seqeval` metric | [] | closed | false | null | 1 | 2021-03-30T15:04:06Z | 2021-04-15T13:49:46Z | 2021-04-15T13:49:46Z | null | Right now `load_metric("seqeval")` only works in the default mode of evaluation (equivalent to conll evaluation).
However, seqeval library [supports](https://github.com/chakki-works/seqeval#support-features) different evaluation schemes (IOB1, IOB2, etc.), which can be plugged in just by supporting additional kwargs... | {
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"Hi @marrodion. \r\n\r\nThanks for pointing this out. It would be great to incorporate this metric-specific enhancement.\r\n\r\nAnother possibility would be to require the user to input the scheme as a string `mode=\"strict\", scheme=\"IOB2\"` and then dynamically import the corresponding module using Python `impor... |
https://api.github.com/repos/huggingface/datasets/issues/1099 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1099/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1099/comments | https://api.github.com/repos/huggingface/datasets/issues/1099/events | https://github.com/huggingface/datasets/pull/1099 | 756,993,540 | MDExOlB1bGxSZXF1ZXN0NTMyNDQyODEw | 1,099 | Add tamilmixsentiment data | [] | closed | false | null | 0 | 2020-12-04T10:34:07Z | 2020-12-06T06:32:22Z | 2020-12-05T16:48:33Z | null | {
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https://api.github.com/repos/huggingface/datasets/issues/2722 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2722/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2722/comments | https://api.github.com/repos/huggingface/datasets/issues/2722/events | https://github.com/huggingface/datasets/issues/2722 | 954,446,053 | MDU6SXNzdWU5NTQ0NDYwNTM= | 2,722 | Missing cache file | [
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] | closed | false | null | 2 | 2021-07-28T03:52:07Z | 2022-03-21T08:27:51Z | 2022-03-21T08:27:51Z | null | Strangely missing cache file after I restart my program again.
`glue_dataset = datasets.load_dataset('glue', 'sst2')`
`FileNotFoundError: [Errno 2] No such file or directory: /Users/chris/.cache/huggingface/datasets/glue/sst2/1.0.0/dacbe3125aa31d7f70367a07a8a9e72a5a0bfeb5fc42e75c9db75b96d6053ad/dataset_info.json... | {
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"This could be solved by going to the glue/ directory and delete sst2 directory, then load the dataset again will help you redownload the dataset.",
"Hi ! Not sure why this file was missing, but yes the way to fix this is to delete the sst2 directory and to reload the dataset"
] |
https://api.github.com/repos/huggingface/datasets/issues/1453 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1453/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1453/comments | https://api.github.com/repos/huggingface/datasets/issues/1453/events | https://github.com/huggingface/datasets/pull/1453 | 761,188,657 | MDExOlB1bGxSZXF1ZXN0NTM1ODkyNTM5 | 1,453 | Adding ethos dataset clean | [] | closed | false | null | 2 | 2020-12-10T12:13:21Z | 2020-12-14T15:00:46Z | 2020-12-14T10:31:24Z | null | I addressed the comments on the PR1318 | {
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"> Thanks !\r\n\r\nThanks as well for your hard work 😊!!",
"merging since the CI is fixed on master"
] |
https://api.github.com/repos/huggingface/datasets/issues/5572 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5572/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5572/comments | https://api.github.com/repos/huggingface/datasets/issues/5572/events | https://github.com/huggingface/datasets/issues/5572 | 1,597,257,624 | I_kwDODunzps5fNDeY | 5,572 | Datasets 2.10.0 does not reuse the dataset cache | [] | closed | false | null | 0 | 2023-02-23T17:28:11Z | 2023-02-23T18:03:55Z | 2023-02-23T18:03:55Z | null | ### Describe the bug
download_mode="reuse_dataset_if_exists" will always consider that a dataset doesn't exist.
Specifically, upon losing an internet connection trying to load a dataset for a second time in ten seconds, a connection error results, showing a breakpoint of:
```
File ~/jupyterlab/.direnv/python-... | {
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https://api.github.com/repos/huggingface/datasets/issues/2949 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2949/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2949/comments | https://api.github.com/repos/huggingface/datasets/issues/2949/events | https://github.com/huggingface/datasets/pull/2949 | 1,001,026,680 | PR_kwDODunzps4r90Pt | 2,949 | Introduce web and wiki config in triviaqa dataset | [] | closed | false | null | 3 | 2021-09-20T14:17:23Z | 2021-10-05T13:20:52Z | 2021-10-01T15:39:29Z | null | The TriviaQA paper suggests that the two subsets (Wikipedia and Web)
should be treated differently. There are also different leaderboards
for the two sets on CodaLab. For that reason, introduce additional
builder configs in the trivia_qa dataset. | {
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"I just made the dummy data smaller :)\r\nOnce github refreshes the change I think we can merge !",
"Thank you so much for reviewing and accepting my pull request!! :)\r\n\r\nI created these rather large dummy data sets to cover all different cases for the row structure. E.g. in the web configuration, it's possib... |
https://api.github.com/repos/huggingface/datasets/issues/539 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/539/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/539/comments | https://api.github.com/repos/huggingface/datasets/issues/539/events | https://github.com/huggingface/datasets/issues/539 | 688,323,602 | MDU6SXNzdWU2ODgzMjM2MDI= | 539 | [Dataset] `NonMatchingChecksumError` due to an update in the LinCE benchmark data | [] | closed | false | null | 3 | 2020-08-28T19:55:51Z | 2020-09-03T16:34:02Z | 2020-09-03T16:34:01Z | null | Hi,
There is a `NonMatchingChecksumError` error for the `lid_msaea` (language identification for Modern Standard Arabic - Egyptian Arabic) dataset from the LinCE benchmark due to a minor update on that dataset.
How can I update the checksum of the library to solve this issue? The error is below and it also appea... | {
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"Hi @gaguilar \r\n\r\nIf you want to take care of this, it very simple, you just need to regenerate the `dataset_infos.json` file as indicated [in the doc](https://huggingface.co/nlp/share_dataset.html#adding-metadata) by [installing from source](https://huggingface.co/nlp/installation.html#installing-from-source) ... |
https://api.github.com/repos/huggingface/datasets/issues/3522 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3522/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3522/comments | https://api.github.com/repos/huggingface/datasets/issues/3522/events | https://github.com/huggingface/datasets/issues/3522 | 1,093,807,586 | I_kwDODunzps5BMi3i | 3,522 | wmt19 is broken (zh-en) | [
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"descrip... | closed | false | null | 1 | 2022-01-04T22:33:45Z | 2022-05-06T16:27:37Z | 2022-05-06T16:27:37Z | null | ## Describe the bug
A clear and concise description of what the bug is.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("wmt19", 'zh-en')
```
## Expected results
The dataset should download.
## Actual results
`ConnectionError: Couldn't reach ftp://cwmt-wm... | {
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"This issue is not reproducible."
] |
https://api.github.com/repos/huggingface/datasets/issues/1426 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1426/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1426/comments | https://api.github.com/repos/huggingface/datasets/issues/1426/events | https://github.com/huggingface/datasets/pull/1426 | 760,735,763 | MDExOlB1bGxSZXF1ZXN0NTM1NTE3NDc4 | 1,426 | init commit for MultiReQA for third PR with all issues fixed | [] | closed | false | null | 2 | 2020-12-09T22:57:41Z | 2020-12-11T13:37:08Z | 2020-12-11T13:37:08Z | null | 3rd PR w.r.t. PR #1349 with all the issues fixed. As #1349 had uploaded other files along with the multi_re_qa dataset | {
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"good dataset card as well :) ",
"@lhoestq Thank you :) "
] |
https://api.github.com/repos/huggingface/datasets/issues/72 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/72/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/72/comments | https://api.github.com/repos/huggingface/datasets/issues/72/events | https://github.com/huggingface/datasets/pull/72 | 616,225,010 | MDExOlB1bGxSZXF1ZXN0NDE2Mzc4Mjg4 | 72 | [README dummy data tests] README to better understand how the dummy data structure works | [] | closed | false | null | 0 | 2020-05-11T22:19:03Z | 2020-05-11T22:26:03Z | 2020-05-11T22:26:01Z | null | In this PR a README.md is added to tests to shine more light on how the dummy data structure works. I try to explain the different possible cases. IMO the best way to understand the logic is to checkout the dummy data structure of the different datasets I mention in the README.md since those are the "edge cases".
@... | {
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https://api.github.com/repos/huggingface/datasets/issues/535 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/535/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/535/comments | https://api.github.com/repos/huggingface/datasets/issues/535/events | https://github.com/huggingface/datasets/pull/535 | 686,238,315 | MDExOlB1bGxSZXF1ZXN0NDczODM3Njg0 | 535 | Benchmarks | [] | closed | false | null | 0 | 2020-08-26T11:21:26Z | 2020-08-27T08:40:00Z | 2020-08-27T08:39:59Z | null | Adding some benchmarks with DVC/CML
To add a new tracked benchmark:
- create a new python benchmarking script in `./benchmarks/`. The script can use the utilities in `./benchmarks/utils.py` and should output a JSON file with results in `./benchmarks/results/`.
- add a new pipeline stage in [dvc.yaml](./dvc.yaml) w... | {
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https://api.github.com/repos/huggingface/datasets/issues/3662 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3662/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3662/comments | https://api.github.com/repos/huggingface/datasets/issues/3662/events | https://github.com/huggingface/datasets/issues/3662 | 1,121,024,403 | I_kwDODunzps5C0XmT | 3,662 | [Audio] MP3 resampling is incorrect when dataset's audio files have different sampling rates | [] | closed | false | null | 6 | 2022-02-01T17:55:04Z | 2022-02-02T10:52:25Z | 2022-02-02T10:52:25Z | null | The Audio feature resampler for MP3 gets stuck with the first original frequencies it meets, which leads to subsequent decoding to be incorrect.
Here is a code to reproduce the issue:
Let's first consider two audio files with different sampling rates 32000 and 16000:
```python
# first download a mp3 file with s... | {
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"Thanks @lhoestq for finding the reason of incorrect resampling. This issue affects all languages which have sound files with different sampling rates such as Turkish and Luganda.",
"@cahya-wirawan - do you know how many languages have different sampling rates in Common Voice? I'm quite surprised to see this for ... |
https://api.github.com/repos/huggingface/datasets/issues/3304 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3304/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3304/comments | https://api.github.com/repos/huggingface/datasets/issues/3304/events | https://github.com/huggingface/datasets/issues/3304 | 1,059,130,494 | I_kwDODunzps4_IQx- | 3,304 | Dataset object has no attribute `to_tf_dataset` | [
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] | closed | false | null | 1 | 2021-11-20T12:03:59Z | 2021-11-21T07:07:25Z | 2021-11-21T07:07:25Z | null | I am following HuggingFace Course. I am at Fine-tuning a model.
Link: https://huggingface.co/course/chapter3/2?fw=tf
I use tokenize_function and `map` as mentioned in the course to process data.
`# define a tokenize function`
`def Tokenize_function(example):`
` return tokenizer(example['sentence'], truncat... | {
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"The issue is due to the older version of transformers and datasets. It has been resolved by upgrading their versions.\r\n\r\n```\r\n# upgrade transformers and datasets to latest versions\r\n!pip install --upgrade transformers\r\n!pip install --upgrade datasets\r\n```\r\n\r\nRegards!"
] |
https://api.github.com/repos/huggingface/datasets/issues/669 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/669/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/669/comments | https://api.github.com/repos/huggingface/datasets/issues/669/events | https://github.com/huggingface/datasets/issues/669 | 708,857,595 | MDU6SXNzdWU3MDg4NTc1OTU= | 669 | How to skip a example when running dataset.map | [] | closed | false | null | 3 | 2020-09-25T11:17:53Z | 2022-06-17T21:45:03Z | 2020-10-05T16:28:13Z | null | in processing func, I process examples and detect some invalid examples, which I did not want it to be added into train dataset. However I did not find how to skip this recognized invalid example when doing dataset.map. | {
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"Hi @xixiaoyao,\r\nDepending on what you want to do you can:\r\n- use a first step of `filter` to filter out the invalid examples: https://huggingface.co/docs/datasets/processing.html#filtering-rows-select-and-filter\r\n- or directly detect the invalid examples inside the callable used with `map` and return them un... |
https://api.github.com/repos/huggingface/datasets/issues/5705 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5705/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5705/comments | https://api.github.com/repos/huggingface/datasets/issues/5705/events | https://github.com/huggingface/datasets/issues/5705 | 1,653,500,383 | I_kwDODunzps5ijmnf | 5,705 | Getting next item from IterableDataset took forever. | [] | closed | false | null | 2 | 2023-04-04T09:16:17Z | 2023-04-05T23:35:41Z | 2023-04-05T23:35:41Z | null | ### Describe the bug
I have a large dataset, about 500GB. The format of the dataset is parquet.
I then load the dataset and try to get the first item
```python
def get_one_item():
dataset = load_dataset("path/to/datafiles", split="train", cache_dir=".", streaming=True)
dataset = dataset.filter(lambda... | {
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"Hi! It can take some time to iterate over Parquet files as big as yours, convert the samples to Python, and find the first one that matches a filter predicate before yielding it...",
"Thanks @mariosasko, I figured it was the filter operation. I'm closing this issue because it is not a bug, it is the expected beh... |
https://api.github.com/repos/huggingface/datasets/issues/3148 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3148/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3148/comments | https://api.github.com/repos/huggingface/datasets/issues/3148/events | https://github.com/huggingface/datasets/issues/3148 | 1,033,685,208 | I_kwDODunzps49nMjY | 3,148 | Streaming with num_workers != 0 | [
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] | closed | false | null | 4 | 2021-10-22T15:07:17Z | 2022-07-04T12:14:58Z | 2022-07-04T12:14:58Z | null | ## Describe the bug
When using dataset streaming with pytorch DataLoader, the setting num_workers to anything other than 0 causes the code to freeze forever before yielding the first batch.
The code owner is likely @lhoestq
## Steps to reproduce the bug
For your convenience, we've prepped a colab notebook th... | {
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"I can confirm that I was able to reproduce the bug. This seems odd given that #3423 reports duplicate data retrieval when `num_workers` and `streaming` are used together, which is obviously different from what is reported here. ",
"Any update? A possible solution is to have multiple arrow files as shards, and ha... |
https://api.github.com/repos/huggingface/datasets/issues/2199 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2199/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2199/comments | https://api.github.com/repos/huggingface/datasets/issues/2199/events | https://github.com/huggingface/datasets/pull/2199 | 854,417,318 | MDExOlB1bGxSZXF1ZXN0NjEyMzY0ODU3 | 2,199 | Fix backward compatibility in Dataset.load_from_disk | [] | closed | false | null | 3 | 2021-04-09T11:01:10Z | 2021-04-09T15:57:05Z | 2021-04-09T15:57:05Z | null | Fix backward compatibility when loading from disk an old dataset saved to disk with indices using key "_indices_data_files".
Related to #2195. | {
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"Hi @lhoestq, could you please check if this makes sense? Thanks.",
"What about using `_indices_data_files` field in save_to_disk instead of `_indices_files` ?\r\nThis way future datasets can also be reloaded from older versions of the lib\r\n\r\n`_indices_files` was introduced in a recent PR and was not released... |
https://api.github.com/repos/huggingface/datasets/issues/2138 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2138/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2138/comments | https://api.github.com/repos/huggingface/datasets/issues/2138/events | https://github.com/huggingface/datasets/pull/2138 | 843,508,402 | MDExOlB1bGxSZXF1ZXN0NjAyODc4NzU2 | 2,138 | Add CER metric | [] | closed | false | null | 0 | 2021-03-29T15:52:27Z | 2021-04-06T16:16:11Z | 2021-04-06T07:14:38Z | null | Add Character Error Rate (CER) metric that is used in evaluation in ASR. I also have written unittests (hopefully thorough enough) but I'm not sure how to integrate them into the existed codebase.
```python
from cer import CER
cer = CER()
class TestCER(unittest.TestCase):
def test_cer_case_senstive(self)... | {
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https://api.github.com/repos/huggingface/datasets/issues/3678 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3678/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3678/comments | https://api.github.com/repos/huggingface/datasets/issues/3678/events | https://github.com/huggingface/datasets/pull/3678 | 1,123,402,426 | PR_kwDODunzps4yCt91 | 3,678 | Add code example in wikipedia card | [] | closed | false | null | 0 | 2022-02-03T18:09:02Z | 2022-02-21T09:14:56Z | 2022-02-04T13:21:39Z | null | Close #3292. | {
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https://api.github.com/repos/huggingface/datasets/issues/1087 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1087/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1087/comments | https://api.github.com/repos/huggingface/datasets/issues/1087/events | https://github.com/huggingface/datasets/pull/1087 | 756,794,430 | MDExOlB1bGxSZXF1ZXN0NTMyMjc5NDI3 | 1,087 | Add Big Patent dataset | [] | closed | false | null | 2 | 2020-12-04T04:37:30Z | 2020-12-06T17:21:00Z | 2020-12-06T17:20:59Z | null | * More info on the dataset: https://evasharma.github.io/bigpatent/
* There's another raw version of the dataset available from tfds. However, they're quite large so I don't have the resources to fully test all the configs for that version yet. We'll try to add it later. | {
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"@lhoestq reduced the dummy data size to around 19MB in total and added the dataset card.",
"@lhoestq so I ended up removing all the nested JSON objects in the gz datafile and keep only one object with minimal content: `{\"publication_number\": \"US-8230922-B2\", \"abstract\": \"dummy abstract\", \"application_nu... |
https://api.github.com/repos/huggingface/datasets/issues/1824 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1824/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1824/comments | https://api.github.com/repos/huggingface/datasets/issues/1824/events | https://github.com/huggingface/datasets/pull/1824 | 802,048,281 | MDExOlB1bGxSZXF1ZXN0NTY4MjU3MTU3 | 1,824 | Add OSCAR dataset card | [] | closed | false | null | 3 | 2021-02-05T10:30:26Z | 2021-05-05T18:24:14Z | 2021-02-08T11:30:33Z | null | I started adding the dataset card for OSCAR !
For now it's just basic info for all the different configurations in `Dataset Structure`.
In particular the Data Splits section tells how may samples there are for each config. The Data Instances section show an example for each config, and it also shows the size in MB.... | {
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"Hi @lhoestq! When are you planning to release the version with this dataset?\r\n\r\nBTW: What a huge README file :astonished:",
"Next week !",
"Closing in favor of #1833"
] |
https://api.github.com/repos/huggingface/datasets/issues/1085 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1085/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1085/comments | https://api.github.com/repos/huggingface/datasets/issues/1085/events | https://github.com/huggingface/datasets/pull/1085 | 756,704,563 | MDExOlB1bGxSZXF1ZXN0NTMyMjExNTA4 | 1,085 | add mutual friends conversational dataset | [] | closed | false | null | 1 | 2020-12-04T00:48:21Z | 2020-12-16T15:58:31Z | 2020-12-16T15:58:30Z | null | Mutual friends dataset
WIP
TODO:
- scenario_kbs (bug with pyarrow conversion)
- download from codalab checksums bug | {
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"Ready for review"
] |
https://api.github.com/repos/huggingface/datasets/issues/3647 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3647/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3647/comments | https://api.github.com/repos/huggingface/datasets/issues/3647/events | https://github.com/huggingface/datasets/pull/3647 | 1,117,383,675 | PR_kwDODunzps4xvGDQ | 3,647 | Fix `add_column` on datasets with indices mapping | [] | closed | false | null | 2 | 2022-01-28T13:06:29Z | 2022-01-28T15:35:58Z | 2022-01-28T15:35:58Z | null | My initial idea was to avoid the `flatten_indices` call and reorder a new column instead, but in the end I decided to follow `concatenate_datasets` and use `flatten_indices` to avoid padding when `dataset._indices.num_rows != dataset._data.num_rows`.
Fix #3599 | {
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"Sure, let's include this in today's release.",
"Cool ! The windows CI should be fixed on master now, feel free to merge :)"
] |
https://api.github.com/repos/huggingface/datasets/issues/5392 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5392/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5392/comments | https://api.github.com/repos/huggingface/datasets/issues/5392/events | https://github.com/huggingface/datasets/pull/5392 | 1,512,712,529 | PR_kwDODunzps5GS2DF | 5,392 | Fix Colab notebook link | [] | closed | false | null | 2 | 2022-12-28T11:44:53Z | 2023-01-03T15:36:14Z | 2023-01-03T15:27:31Z | null | Fix notebook link to open in Colab. | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/3914 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3914/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3914/comments | https://api.github.com/repos/huggingface/datasets/issues/3914/events | https://github.com/huggingface/datasets/pull/3914 | 1,168,777,880 | PR_kwDODunzps40aq2r | 3,914 | Use templates for doc-builidng jobs | [] | closed | false | null | 2 | 2022-03-14T18:53:06Z | 2022-03-17T15:02:59Z | 2022-03-17T15:02:58Z | null | This PR updates the jobs for all doc-building related things by using the templates introduced on `doc-builder`. By putting those once there, we make sure every repo gets the latest fixes on the doc-building github actions :-)
Note: all libraries must share the same docker image for those doc-building jobs. For now,... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3914). All of your documentation changes will be reflected on that endpoint.",
"You can ignore the CI failures btw, they're unrelated to this PR"
] |
https://api.github.com/repos/huggingface/datasets/issues/4548 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4548/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4548/comments | https://api.github.com/repos/huggingface/datasets/issues/4548/events | https://github.com/huggingface/datasets/issues/4548 | 1,282,218,096 | I_kwDODunzps5MbRhw | 4,548 | Metadata.jsonl for Imagefolder is ignored if it's in a parent directory to the splits directories/do not have "{split}_" prefix | [] | closed | false | null | 1 | 2022-06-23T10:58:57Z | 2022-06-30T10:15:32Z | 2022-06-30T10:15:32Z | null | 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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} | https://api.github.com/repos/huggingface/datasets/issues/4548/timeline | null | completed | null | null | false | [
"I agree it would be nice to support this. It doesn't fit really well in the current data_files.py, where files of each splits are separated in different folder though, maybe we have to modify a bit the logic here. \r\n\r\nOne idea would be to extend `get_patterns_in_dataset_repository` and `get_patterns_locally` t... |
https://api.github.com/repos/huggingface/datasets/issues/5174 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5174/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5174/comments | https://api.github.com/repos/huggingface/datasets/issues/5174/events | https://github.com/huggingface/datasets/pull/5174 | 1,427,216,416 | PR_kwDODunzps5Bv3rh | 5,174 | Preserve None in list type cast in PyArrow 10 | [] | closed | false | null | 1 | 2022-10-28T12:48:30Z | 2022-10-28T13:15:33Z | 2022-10-28T13:13:18Z | null | The `ListArray` type in PyArrow 10.0.0 supports the `mask` parameter, which allows us to preserve Nones in nested lists in `cast` instead of replacing them with empty lists.
Fix https://github.com/huggingface/datasets/issues/3676 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] |
https://api.github.com/repos/huggingface/datasets/issues/4116 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4116/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4116/comments | https://api.github.com/repos/huggingface/datasets/issues/4116/events | https://github.com/huggingface/datasets/pull/4116 | 1,194,926,459 | PR_kwDODunzps41wCEO | 4,116 | Pretty print dataset info files | [] | closed | false | null | 5 | 2022-04-06T17:40:48Z | 2022-04-08T11:28:01Z | 2022-04-08T11:21:53Z | null | Adds indentation to the `dataset_infos.json` file when saving for nicer diffs.
(suggested by @julien-c)
This PR also updates the info files of the GH datasets. Note that this change adds more than **10 MB** to the repo size (the total file size before the change: 29.672298 MB, after: 41.666475 MB), so I'm not sur... | {
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"maybe just do it from now on no? (i.e. not for existing `dataset_infos.json` files)",
"_The documentation is not available anymore as the PR was closed or merged._",
"> maybe just do it from now on no? (i.e. not for existing dataset_infos.json files)\r\n\r\nYes, or do this only for datasets created with `push_... |
https://api.github.com/repos/huggingface/datasets/issues/2854 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2854/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2854/comments | https://api.github.com/repos/huggingface/datasets/issues/2854/events | https://github.com/huggingface/datasets/pull/2854 | 983,726,084 | MDExOlB1bGxSZXF1ZXN0NzIzMjU3NDg5 | 2,854 | Fix caching when moving script | [] | closed | false | null | 1 | 2021-08-31T10:58:35Z | 2021-08-31T13:13:36Z | 2021-08-31T13:13:36Z | null | When caching the result of a `map` function, the hash that is computed depends on many properties of this function, such as all the python objects it uses, its code and also the location of this code.
Using the full path of the python script for the location of the code makes the hash change if a script like `run_ml... | {
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"Merging since the CI failure is unrelated to this PR"
] |
https://api.github.com/repos/huggingface/datasets/issues/1273 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1273/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1273/comments | https://api.github.com/repos/huggingface/datasets/issues/1273/events | https://github.com/huggingface/datasets/pull/1273 | 758,935,768 | MDExOlB1bGxSZXF1ZXN0NTM0MDE4MjQ2 | 1,273 | Created wiki_movies dataset. | [] | closed | false | null | 5 | 2020-12-07T23:38:54Z | 2020-12-14T13:56:49Z | 2020-12-14T13:56:49Z | null | First PR (ever). Hopefully this movies dataset is useful to others! | {
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"looks like your PR includes changes about many other files than the ones for wiki_movies\r\n\r\nCan you create another branch and another PR please ?",
"I'm happy to. What's the best way to do that (sorry, I'm new to PRs etc.)?",
"Sure !\r\n\r\nFirst please save your new dataset files somewhere.\r\nThen you ca... |
https://api.github.com/repos/huggingface/datasets/issues/1154 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1154/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1154/comments | https://api.github.com/repos/huggingface/datasets/issues/1154/events | https://github.com/huggingface/datasets/pull/1154 | 757,651,669 | MDExOlB1bGxSZXF1ZXN0NTMyOTk2MDQ3 | 1,154 | Opus sardware | [] | closed | false | null | 0 | 2020-12-05T10:38:02Z | 2020-12-05T17:05:45Z | 2020-12-05T17:05:45Z | null | Added Opus sardware dataset for machine translation English to Sardinian.
for more info : http://opus.nlpl.eu/sardware.php | {
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https://api.github.com/repos/huggingface/datasets/issues/2662 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2662/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2662/comments | https://api.github.com/repos/huggingface/datasets/issues/2662/events | https://github.com/huggingface/datasets/pull/2662 | 946,470,815 | MDExOlB1bGxSZXF1ZXN0NjkxNjM5MjU5 | 2,662 | Load Dataset from the Hub (NO DATASET SCRIPT) | [] | closed | false | null | 5 | 2021-07-16T17:21:58Z | 2021-08-25T14:53:01Z | 2021-08-25T14:18:08Z | null | ## Load the data from any Dataset repository on the Hub
This PR adds support for loading datasets from any dataset repository on the hub, without requiring any dataset script.
As a user it's now possible to create a repo and upload some csv/json/text/parquet files, and then be able to load the data in one line. H... | {
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"This is ready for review now :)\r\n\r\nI would love to have some feedback on the changes in load.py @albertvillanova. There are many changes so if you have questions let me know, especially on the `resolve_data_files` functions and on the changes in `prepare_module`.\r\n\r\nAnd @thomwolf if you want to take a look... |
https://api.github.com/repos/huggingface/datasets/issues/2991 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2991/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2991/comments | https://api.github.com/repos/huggingface/datasets/issues/2991/events | https://github.com/huggingface/datasets/issues/2991 | 1,012,174,823 | I_kwDODunzps48VI_n | 2,991 | add docmentation for the `Unix style pattern` matching feature that can be leverage for `data_files` into `load_dataset` | [
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] | open | false | null | 0 | 2021-09-30T13:22:01Z | 2021-09-30T13:22:01Z | null | null | Unless I'm mistaken, it seems that in the new documentation it is no longer mentioned that you can use Unix style pattern matching in the `data_files` argument of the `load_dataset` method.
This feature was mentioned [here](https://huggingface.co/docs/datasets/loading_datasets.html#from-a-community-dataset-on-the-h... | {
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