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```
ds = datasets.load_dataset('my_script.py',
data_files='corpus.txt',
data_dir='/data/dir',
cache_dir='.')
```
But internally a BuilderConfig is created, which trie... | value:https://api.github.com/repos/huggingface/datasets/issues/2373 | json:[] | value:2373 | value:Loading dataset from local path | value:894499909 | json:[] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2373/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2373/events | value:2021-05-18T15:20:50Z | value:https://api.github.com/repos/huggingface/datasets/issues/2373/labels{/name} | json:[] | value:NONE | value:2021-05-18T15:36:36Z | json:{"login": "kolakows", "id": 34172905, "node_id": "MDQ6VXNlcjM0MTcyOTA1", "avatar_url": "https://avatars.githubusercontent.com/u/34172905?v=4", "gravatar_id": "", "url": "https://api.github.com/users/kolakows", "html_url": "https://github.com/kolakows", "followers_url": "https://api.github.com/users/kolakows/follow... | value:MDU6SXNzdWU4OTQ0OTk5MDk= | true | ||||||||
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I would like to integrate our dataset on conversational QA. The answers are grounded in the KG.
The work was published in CIKM 2019 (https://dl.acm.org/doi/10.1145/3357384.3358016).
We hope for further research on how to deal with the challenges of factoid conversational QA.
Thanks! :) | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2372 | json:[] | value:2372 | value:ConvQuestions benchmark added | value:894496064 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2372/reactions", "total_count": 1, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 1, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2372", "html_url": "https://github.com/huggingface/datasets/pull/2372", "diff_url": "https://github.com/huggingface/datasets/pull/2372.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2372.patch", "merged_at": "2021-05-26T10:31:45Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2372/events | value:2021-05-18T15:16:50Z | value:https://api.github.com/repos/huggingface/datasets/issues/2372/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-26T10:31:45Z | json:{"login": "PhilippChr", "id": 24608689, "node_id": "MDQ6VXNlcjI0NjA4Njg5", "avatar_url": "https://avatars.githubusercontent.com/u/24608689?v=4", "gravatar_id": "", "url": "https://api.github.com/users/PhilippChr", "html_url": "https://github.com/PhilippChr", "followers_url": "https://api.github.com/users/PhilippCh... | value:MDExOlB1bGxSZXF1ZXN0NjQ2ODUxODc2 | true | |||||||||
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> `question-answering` exists in two forms: abstractive and extractive question answering.
>
> we can keep a generic `question-answeri... | value:https://api.github.com/repos/huggingface/datasets/issues/2371 | json:[] | value:2371 | value:Align question answering tasks with sub-domains | value:894193403 | json:[{"id": 1935892871, "node_id": "MDU6TGFiZWwxOTM1ODkyODcx", "url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement", "name": "enhancement", "color": "a2eeef", "default": true, "description": "New feature or request", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2371/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2371/events | value:2021-05-18T09:47:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/2371/labels{/name} | json:[{"login": "lewtun", "id": 26859204, "node_id": "MDQ6VXNlcjI2ODU5MjA0", "avatar_url": "https://avatars.githubusercontent.com/u/26859204?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lewtun", "html_url": "https://github.com/lewtun", "followers_url": "https://api.github.com/users/lewtun/followers", "... | value:MEMBER | value:2023-07-25T16:52:05Z | json:{"login": "lewtun", "id": 26859204, "node_id": "MDQ6VXNlcjI2ODU5MjA0", "avatar_url": "https://avatars.githubusercontent.com/u/26859204?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lewtun", "html_url": "https://github.com/lewtun", "followers_url": "https://api.github.com/users/lewtun/followers", "f... | value:MDU6SXNzdWU4OTQxOTM0MDM= | true | |||||||
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I'm having a bit of trouble with dummy data creation because some lines in the csv files aren't being loaded properly (only the first entry loaded in a row of length 6). The dataset is loading just fine. Hope you can kindly help!
Thank you! | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2370 | json:[] | value:2370 | value:Adding HendrycksTest dataset | value:893606432 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2370/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2370", "html_url": "https://github.com/huggingface/datasets/pull/2370", "diff_url": "https://github.com/huggingface/datasets/pull/2370.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2370.patch", "merged_at": "2021-05-31T16:37:13Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2370/events | value:2021-05-17T18:53:05Z | value:https://api.github.com/repos/huggingface/datasets/issues/2370/labels{/name} | json:[] | value:CONTRIBUTOR | value:2023-05-11T05:42:57Z | json:{"login": "andyzoujm", "id": 43451571, "node_id": "MDQ6VXNlcjQzNDUxNTcx", "avatar_url": "https://avatars.githubusercontent.com/u/43451571?v=4", "gravatar_id": "", "url": "https://api.github.com/users/andyzoujm", "html_url": "https://github.com/andyzoujm", "followers_url": "https://api.github.com/users/andyzoujm/fo... | value:MDExOlB1bGxSZXF1ZXN0NjQ2MDkyNDQy | true | |||||||||
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It fixes/extends the `ner_tags` for conll2003 to include all.
Paper reference https://arxiv.org/pdf/cs/0306050v1.pdf
Model reference https://huggingface.co/elastic/distilbert-base-cased-finetuned-conll03-english/blob/main/config.json
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https://bugs.python.org/issue29209 | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2367 | json:[] | value:2367 | value:Remove getchildren from hyperpartisan news detection | value:893317427 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2367/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2367", "html_url": "https://github.com/huggingface/datasets/pull/2367", "diff_url": "https://github.com/huggingface/datasets/pull/2367.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2367.patch", "merged_at": "2021-05-17T14:07:12Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2367/events | value:2021-05-17T13:10:37Z | value:https://api.github.com/repos/huggingface/datasets/issues/2367/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-17T14:07:13Z | json:{"login": "ghomasHudson", "id": 13795113, "node_id": "MDQ6VXNlcjEzNzk1MTEz", "avatar_url": "https://avatars.githubusercontent.com/u/13795113?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ghomasHudson", "html_url": "https://github.com/ghomasHudson", "followers_url": "https://api.github.com/users/gho... | value:MDExOlB1bGxSZXF1ZXN0NjQ1ODUxNTE0 | true | |||||||||
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```python
dataset = load_dataset("json", data_files=data_files, features=features)
```
Then depending on the order of the features in the json data field it fails:
```python
[...]
~/Desktop/hf/datasets/src/datasets/packaged_modules/json/json.py in _generate_tables(self, files)
94 ... | value:https://api.github.com/repos/huggingface/datasets/issues/2366 | json:[] | value:2366 | value:Json loader fails if user-specified features don't match the json data fields order | value:893185266 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2366/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2366/events | value:2021-05-17T10:26:08Z | value:https://api.github.com/repos/huggingface/datasets/issues/2366/labels{/name} | json:[{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/u... | value:MEMBER | value:2021-06-16T10:47:49Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDU6SXNzdWU4OTMxODUyNjY= | true | |||||||
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```python
dataset = load_dataset("json", data_files=data_files, features=features)
```
Then if your features has ClassLabel types and if your json data needs class label encoding (i.e. if the labels in the json files are strings and not integers), then it ... | value:https://api.github.com/repos/huggingface/datasets/issues/2365 | json:[] | value:2365 | value:Missing ClassLabel encoding in Json loader | value:893179697 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2365/reactions", "total_count": 2, "+1": 2, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2365/events | value:2021-05-17T10:19:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/2365/labels{/name} | json:[{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/u... | value:MEMBER | value:2021-06-28T15:05:34Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | json:{"url": "https://api.github.com/repos/huggingface/datasets/milestones/5", "html_url": "https://github.com/huggingface/datasets/milestone/5", "labels_url": "https://api.github.com/repos/huggingface/datasets/milestones/5/labels", "id": 6808903, "node_id": "MDk6TWlsZXN0b25lNjgwODkwMw==", "number": 5, "title": "1.9", ... | value:MDU6SXNzdWU4OTMxNzk2OTc= | true | ||||||
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For example for sentiment classification on amazon reviews with you could have these l... | value:https://api.github.com/repos/huggingface/datasets/issues/2359 | json:[] | value:2359 | value:Allow model labels to be passed during task preparation | value:891946017 | json:[] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2359/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2359/events | value:2021-05-14T13:58:28Z | value:https://api.github.com/repos/huggingface/datasets/issues/2359/labels{/name} | json:[] | value:MEMBER | value:2022-10-05T17:37:22Z | json:{"login": "lewtun", "id": 26859204, "node_id": "MDQ6VXNlcjI2ODU5MjA0", "avatar_url": "https://avatars.githubusercontent.com/u/26859204?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lewtun", "html_url": "https://github.com/lewtun", "followers_url": "https://api.github.com/users/lewtun/followers", "f... | value:MDU6SXNzdWU4OTE5NDYwMTc= | true | ||||||||
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This is a very basic effort to collect some basic stopwords for Roman Urdu to help efforts of analyzing text data in roman Urdu which makes up a huge part of daily internet interaction of Roman-Urdu users. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2358 | json:[] | value:2358 | value:Roman Urdu Stopwords List | value:891269577 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2358/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2358", "html_url": "https://github.com/huggingface/datasets/pull/2358", "diff_url": "https://github.com/huggingface/datasets/pull/2358.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2358.patch", "merged_at": null} | value:https://api.github.com/repos/huggingface/datasets/issues/2358/events | value:2021-05-13T18:29:27Z | value:https://api.github.com/repos/huggingface/datasets/issues/2358/labels{/name} | json:[] | value:NONE | value:2021-05-19T08:50:43Z | json:{"login": "devzohaib", "id": 58664161, "node_id": "MDQ6VXNlcjU4NjY0MTYx", "avatar_url": "https://avatars.githubusercontent.com/u/58664161?v=4", "gravatar_id": "", "url": "https://api.github.com/users/devzohaib", "html_url": "https://github.com/devzohaib", "followers_url": "https://api.github.com/users/devzohaib/fo... | value:MDExOlB1bGxSZXF1ZXN0NjQ0MTYyOTY2 | true | |||||||||
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As noted in PR #2255, the attributes of `DatasetInfo` are not documented in the [docs](https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=datasetinfo#datasetinfo). It would be nice to do so :)
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@lhoestq | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2353 | json:[] | value:2353 | value:Update README vallidation rules | value:890296262 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2353/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2353", "html_url": "https://github.com/huggingface/datasets/pull/2353", "diff_url": "https://github.com/huggingface/datasets/pull/2353.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2353.patch", "merged_at": "2021-05-14T08:56:06Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2353/events | value:2021-05-12T16:57:26Z | value:https://api.github.com/repos/huggingface/datasets/issues/2353/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-14T08:56:06Z | json:{"login": "gchhablani", "id": 29076344, "node_id": "MDQ6VXNlcjI5MDc2MzQ0", "avatar_url": "https://avatars.githubusercontent.com/u/29076344?v=4", "gravatar_id": "", "url": "https://api.github.com/users/gchhablani", "html_url": "https://github.com/gchhablani", "followers_url": "https://api.github.com/users/gchhablan... | value:MDExOlB1bGxSZXF1ZXN0NjQzMzM4MDcz | true | |||||||||
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- is added to the docs
- defaults to JSON lines | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2352 | json:[] | value:2352 | value:Set to_json default to JSON lines | value:889810100 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2352/reactions", "total_count": 1, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 1, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2352", "html_url": "https://github.com/huggingface/datasets/pull/2352", "diff_url": "https://github.com/huggingface/datasets/pull/2352.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2352.patch", "merged_at": "2021-05-21T09:01:13Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2352/events | value:2021-05-12T08:19:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/2352/labels{/name} | json:[] | value:MEMBER | value:2021-05-21T09:01:14Z | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | value:MDExOlB1bGxSZXF1ZXN0NjQyOTI4NTgz | true | |||||||||
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In some cases, Faiss GPU index objects do not have neither "device" nor "getDevice". Possibly this happens when some part of the index is computed on CPU.
In particular, this would happen with the index `OPQ16_128,IVF512,PQ32` (issue #2350). I did check it, but it is likely that `OPQ` or `PQ` tr... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2351 | json:[] | value:2351 | value:simpllify faiss index save | value:889584953 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2351/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2351", "html_url": "https://github.com/huggingface/datasets/pull/2351", "diff_url": "https://github.com/huggingface/datasets/pull/2351.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2351.patch", "merged_at": "2021-05-17T13:41:41Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2351/events | value:2021-05-12T03:54:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/2351/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-17T13:41:41Z | json:{"login": "Guitaricet", "id": 2821124, "node_id": "MDQ6VXNlcjI4MjExMjQ=", "avatar_url": "https://avatars.githubusercontent.com/u/2821124?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Guitaricet", "html_url": "https://github.com/Guitaricet", "followers_url": "https://api.github.com/users/Guitaricet/... | value:MDExOlB1bGxSZXF1ZXN0NjQyNzI5NDIz | true | |||||||||
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After training an index with a factory string `OPQ16_128,IVF512,PQ32` on GPU, `.save_faiss_index` throws this error.
```
File "index_wikipedia.py", line 119, in <module>
data["train"].save_faiss_index("text_emb", index_save_path)
File "/home/vlialin/miniconda3/envs/cat/lib/pyt... | value:https://api.github.com/repos/huggingface/datasets/issues/2350 | json:[] | value:2350 | value:`FaissIndex.save` throws error on GPU | value:889580247 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2350/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2350/events | value:2021-05-12T03:41:56Z | value:https://api.github.com/repos/huggingface/datasets/issues/2350/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-17T13:41:41Z | json:{"login": "Guitaricet", "id": 2821124, "node_id": "MDQ6VXNlcjI4MjExMjQ=", "avatar_url": "https://avatars.githubusercontent.com/u/2821124?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Guitaricet", "html_url": "https://github.com/Guitaricet", "followers_url": "https://api.github.com/users/Guitaricet/... | value:MDU6SXNzdWU4ODk1ODAyNDc= | true | ||||||||
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This PR will potentially remove the scripts being used for dataset tags and readme validation.
Additionally, this will allow testing dataset readmes by providing the name as follows:
```bash
pytest tests/test_dataset_cards.py::test_dataset_tags[fashion_mnist]
```
and
... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2348 | json:[] | value:2348 | value:Add tests for dataset cards | value:887927737 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2348/reactions", "total_count": 1, "+1": 1, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2348", "html_url": "https://github.com/huggingface/datasets/pull/2348", "diff_url": "https://github.com/huggingface/datasets/pull/2348.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2348.patch", "merged_at": "2021-05-21T12:10:47Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2348/events | value:2021-05-11T17:14:27Z | value:https://api.github.com/repos/huggingface/datasets/issues/2348/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-21T12:10:47Z | json:{"login": "gchhablani", "id": 29076344, "node_id": "MDQ6VXNlcjI5MDc2MzQ0", "avatar_url": "https://avatars.githubusercontent.com/u/29076344?v=4", "gravatar_id": "", "url": "https://api.github.com/users/gchhablani", "html_url": "https://github.com/gchhablani", "followers_url": "https://api.github.com/users/gchhablan... | value:MDExOlB1bGxSZXF1ZXN0NjQxMTMwOTM4 | true | |||||||||
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value:2021-05-18T12:28:28Z | value:https://api.github.com/repos/huggingface/datasets/issues/2346/timeline | value:1 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:closed | value:https://github.com/huggingface/datasets/pull/2346 | value:https://api.github.com/repos/huggingface/datasets/issues/2346/comments | value:[Question Answering on Scientific Research Papers](https://allenai.org/project/qasper/home)
Doing NLP on NLP papers to do NLP ♻️ I had to add it~
- [x] Add README (just gotta fill out some more )
- [x] Dataloader code
- [x] Make dummy dataset
- [x] generate dataset infos
- [x] Tests
| value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2346 | json:[] | value:2346 | value:Add Qasper Dataset | value:886632114 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2346/reactions", "total_count": 1, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 1, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2346", "html_url": "https://github.com/huggingface/datasets/pull/2346", "diff_url": "https://github.com/huggingface/datasets/pull/2346.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2346.patch", "merged_at": "2021-05-18T12:28:27Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2346/events | value:2021-05-11T09:25:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/2346/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-18T12:28:28Z | json:{"login": "cceyda", "id": 15624271, "node_id": "MDQ6VXNlcjE1NjI0Mjcx", "avatar_url": "https://avatars.githubusercontent.com/u/15624271?v=4", "gravatar_id": "", "url": "https://api.github.com/users/cceyda", "html_url": "https://github.com/cceyda", "followers_url": "https://api.github.com/users/cceyda/followers", "f... | value:MDExOlB1bGxSZXF1ZXN0NjM5OTAzMjk3 | true | |||||||||
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I want to move and reuse the preprocessed dataset (It take 2 hour to preprocess),
I tried to :
copy path_to_cache_dir/datasets to new_cache_dir/datasets
set export HF_DATASETS_CACHE="new_cache_dir/"
but the program still re-preprocess the whole d... | value:https://api.github.com/repos/huggingface/datasets/issues/2345 | json:[] | value:2345 | value:[Question] How to move and reuse preprocessed dataset? | value:886586872 | json:[] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2345/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2345/events | value:2021-05-11T09:09:17Z | value:https://api.github.com/repos/huggingface/datasets/issues/2345/labels{/name} | json:[] | value:NONE | value:2021-06-11T04:39:11Z | json:{"login": "AtmaHou", "id": 15045402, "node_id": "MDQ6VXNlcjE1MDQ1NDAy", "avatar_url": "https://avatars.githubusercontent.com/u/15045402?v=4", "gravatar_id": "", "url": "https://api.github.com/users/AtmaHou", "html_url": "https://github.com/AtmaHou", "followers_url": "https://api.github.com/users/AtmaHou/followers"... | value:MDU6SXNzdWU4ODY1ODY4NzI= | true | ||||||||
value:https://api.github.com/repos/huggingface/datasets/issues/2344/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:2 | value:https://api.github.com/repos/huggingface/datasets | value:open | value:https://github.com/huggingface/datasets/issues/2344 | value:https://api.github.com/repos/huggingface/datasets/issues/2344/comments | value:**Is your feature request related to a problem? Please describe.**
I need to join 2 datasets, one that is in the hub and another I've created from my files. Is there an easy way to join these 2?
**Describe the solution you'd like**
Id like to join them with a merge or join method, just like pandas dataframes.
... | value:https://api.github.com/repos/huggingface/datasets/issues/2344 | json:[] | value:2344 | value:Is there a way to join multiple datasets in one? | value:885331505 | json:[{"id": 1935892871, "node_id": "MDU6TGFiZWwxOTM1ODkyODcx", "url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement", "name": "enhancement", "color": "a2eeef", "default": true, "description": "New feature or request", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2344/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2344/events | value:2021-05-10T23:16:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/2344/labels{/name} | json:[] | value:NONE | value:2022-10-05T17:27:05Z | json:{"login": "avacaondata", "id": 35173563, "node_id": "MDQ6VXNlcjM1MTczNTYz", "avatar_url": "https://avatars.githubusercontent.com/u/35173563?v=4", "gravatar_id": "", "url": "https://api.github.com/users/avacaondata", "html_url": "https://github.com/avacaondata", "followers_url": "https://api.github.com/users/avacao... | value:MDU6SXNzdWU4ODUzMzE1MDU= | true | |||||||||||
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According to the documentation when applying map function the [remove_columns ](https://huggingface.co/docs/datasets/processing.html#removing-columns) will be removed after they are passed to the function, but in the [source code](https://huggingface.co/docs/datasets/package_reference/main_cl... | value:https://api.github.com/repos/huggingface/datasets/issues/2343 | json:[] | value:2343 | value:Columns are removed before or after map function applied? | value:883208539 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2343/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2343/events | value:2021-05-10T02:36:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/2343/labels{/name} | json:[] | value:NONE | value:2022-10-24T11:31:55Z | json:{"login": "taghizad3h", "id": 8199406, "node_id": "MDQ6VXNlcjgxOTk0MDY=", "avatar_url": "https://avatars.githubusercontent.com/u/8199406?v=4", "gravatar_id": "", "url": "https://api.github.com/users/taghizad3h", "html_url": "https://github.com/taghizad3h", "followers_url": "https://api.github.com/users/taghizad3h/... | value:MDU6SXNzdWU4ODMyMDg1Mzk= | true | |||||||||||
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- Paper: [Advanced Semantics for Commonsense Knowledge Extraction (WWW'21)](https://arxiv.org/abs/2011.00905)
- Website: https://ascent.mpi-inf.mpg.de/
(I am the author of the dataset) | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2341 | json:[] | value:2341 | value:Added the Ascent KB | value:882370933 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2341/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2341", "html_url": "https://github.com/huggingface/datasets/pull/2341", "diff_url": "https://github.com/huggingface/datasets/pull/2341.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2341.patch", "merged_at": "2021-05-11T09:16:58Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2341/events | value:2021-05-09T14:17:39Z | value:https://api.github.com/repos/huggingface/datasets/issues/2341/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-11T09:16:59Z | json:{"login": "phongnt570", "id": 6749421, "node_id": "MDQ6VXNlcjY3NDk0MjE=", "avatar_url": "https://avatars.githubusercontent.com/u/6749421?v=4", "gravatar_id": "", "url": "https://api.github.com/users/phongnt570", "html_url": "https://github.com/phongnt570", "followers_url": "https://api.github.com/users/phongnt570/... | value:MDExOlB1bGxSZXF1ZXN0NjM1OTExODI2 | true | |||||||||
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`Features.copy` now creates a deep copy. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2340 | json:[] | value:2340 | value:More consistent copy logic | value:882370824 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2340/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2340", "html_url": "https://github.com/huggingface/datasets/pull/2340", "diff_url": "https://github.com/huggingface/datasets/pull/2340.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2340.patch", "merged_at": "2021-05-11T08:58:33Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2340/events | value:2021-05-09T14:17:33Z | value:https://api.github.com/repos/huggingface/datasets/issues/2340/labels{/name} | json:[] | value:COLLABORATOR | value:2021-05-11T08:58:33Z | json:{"login": "mariosasko", "id": 47462742, "node_id": "MDQ6VXNlcjQ3NDYyNzQy", "avatar_url": "https://avatars.githubusercontent.com/u/47462742?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariosasko", "html_url": "https://github.com/mariosasko", "followers_url": "https://api.github.com/users/mariosask... | value:MDExOlB1bGxSZXF1ZXN0NjM1OTExNzIx | true | |||||||||
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`dataset = load_dataset("web_of_science", "WOS11967", ignore_verifications=True)` | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2338 | json:[] | value:2338 | value:fixed download link for web_science | value:882046077 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2338/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2338", "html_url": "https://github.com/huggingface/datasets/pull/2338", "diff_url": "https://github.com/huggingface/datasets/pull/2338.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2338.patch", "merged_at": "2021-05-10T13:35:53Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2338/events | value:2021-05-09T09:12:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/2338/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-10T13:35:53Z | json:{"login": "bhavitvyamalik", "id": 19718818, "node_id": "MDQ6VXNlcjE5NzE4ODE4", "avatar_url": "https://avatars.githubusercontent.com/u/19718818?v=4", "gravatar_id": "", "url": "https://api.github.com/users/bhavitvyamalik", "html_url": "https://github.com/bhavitvyamalik", "followers_url": "https://api.github.com/use... | value:MDExOlB1bGxSZXF1ZXN0NjM1NjA3NzQx | true | |||||||||
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>NonMatchingChecksumError: Checksums didn't match for dataset source files:
['https://data.mendeley.com/datasets/9rw3vkcfy4/6/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/WebOfScience.zip?dl=1']
Setting `ignore_verfications=True` r... | value:https://api.github.com/repos/huggingface/datasets/issues/2337 | json:[] | value:2337 | value:NonMatchingChecksumError for web_of_science dataset | value:881610567 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2337/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2337/events | value:2021-05-09T02:02:02Z | value:https://api.github.com/repos/huggingface/datasets/issues/2337/labels{/name} | json:[] | value:NONE | value:2021-05-10T13:35:53Z | json:{"login": "nbroad1881", "id": 24982805, "node_id": "MDQ6VXNlcjI0OTgyODA1", "avatar_url": "https://avatars.githubusercontent.com/u/24982805?v=4", "gravatar_id": "", "url": "https://api.github.com/users/nbroad1881", "html_url": "https://github.com/nbroad1881", "followers_url": "https://api.github.com/users/nbroad188... | value:MDU6SXNzdWU4ODE2MTA1Njc= | true | ||||||||
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More info about this error can be found [here](https://stackoverflow.com/questions/53239890/why-do-i-keep-getting-this-error-runtimewarning-overflow-encountered-in-int-sc/53240100). | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2336 | json:[] | value:2336 | value:Fix overflow issue in interpolation search | value:881298783 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2336/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2336", "html_url": "https://github.com/huggingface/datasets/pull/2336", "diff_url": "https://github.com/huggingface/datasets/pull/2336.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2336.patch", "merged_at": "2021-05-10T13:26:12Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2336/events | value:2021-05-08T20:51:36Z | value:https://api.github.com/repos/huggingface/datasets/issues/2336/labels{/name} | json:[] | value:COLLABORATOR | value:2021-05-10T13:29:07Z | json:{"login": "mariosasko", "id": 47462742, "node_id": "MDQ6VXNlcjQ3NDYyNzQy", "avatar_url": "https://avatars.githubusercontent.com/u/47462742?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariosasko", "html_url": "https://github.com/mariosasko", "followers_url": "https://api.github.com/users/mariosask... | value:MDExOlB1bGxSZXF1ZXN0NjM0ODk1OTU5 | true | |||||||||
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```python
>>> from datasets import *
>>> d = load_dataset("bookcorpus", split="train")
Reusing dataset bookcorpus (C:\Users\Mario\.cache\huggingface\datasets\bookcorpus\plain_text\1.0.0\44662c4a114441c35200992bea923b170e6f13f2f... | value:https://api.github.com/repos/huggingface/datasets/issues/2335 | json:[] | value:2335 | value:Index error in Dataset.map | value:881291887 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2335/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2335/events | value:2021-05-08T20:44:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/2335/labels{/name} | json:[] | value:COLLABORATOR | value:2021-05-10T13:26:12Z | json:{"login": "mariosasko", "id": 47462742, "node_id": "MDQ6VXNlcjQ3NDYyNzQy", "avatar_url": "https://avatars.githubusercontent.com/u/47462742?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariosasko", "html_url": "https://github.com/mariosasko", "followers_url": "https://api.github.com/users/mariosask... | value:MDU6SXNzdWU4ODEyOTE4ODc= | true | ||||||||
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https://github.com/Yale-LILY/dart/commit/34b3c872da4811523e334f1631e54ca8105dffab | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2334 | json:[] | value:2334 | value:Updating the DART file checksums in GEM | value:879810107 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2334/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2334", "html_url": "https://github.com/huggingface/datasets/pull/2334", "diff_url": "https://github.com/huggingface/datasets/pull/2334.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2334.patch", "merged_at": "2021-05-07T22:18:10Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2334/events | value:2021-05-07T21:53:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/2334/labels{/name} | json:[] | value:MEMBER | value:2021-05-07T22:18:10Z | json:{"login": "yjernite", "id": 10469459, "node_id": "MDQ6VXNlcjEwNDY5NDU5", "avatar_url": "https://avatars.githubusercontent.com/u/10469459?v=4", "gravatar_id": "", "url": "https://api.github.com/users/yjernite", "html_url": "https://github.com/yjernite", "followers_url": "https://api.github.com/users/yjernite/follow... | value:MDExOlB1bGxSZXF1ZXN0NjMzNTAzNTEw | true | |||||||||
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Most of the time it was because the counter used for ids were reset at each new data file. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2333 | json:[] | value:2333 | value:Fix duplicate keys | value:879214067 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2333/reactions", "total_count": 2, "+1": 2, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2333", "html_url": "https://github.com/huggingface/datasets/pull/2333", "diff_url": "https://github.com/huggingface/datasets/pull/2333.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2333.patch", "merged_at": "2021-05-07T15:57:08Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2333/events | value:2021-05-07T15:28:08Z | value:https://api.github.com/repos/huggingface/datasets/issues/2333/labels{/name} | json:[] | value:MEMBER | value:2021-05-08T21:47:31Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjMyOTUwNzIy | true | |||||||||
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- **Name:** Topical-Chat
- **Description:** a knowledge-grounded human-human conversation dataset where the underlying knowledge spans 8 broad topics and conversation partners don’t have explicitly defined roles
- **Paper:** https://www.isca-speech.org/archive/Interspeech_2019/pdfs/3079.pdf... | value:https://api.github.com/repos/huggingface/datasets/issues/2331 | json:[] | value:2331 | value:Add Topical-Chat | value:879031427 | json:[{"id": 2067376369, "node_id": "MDU6TGFiZWwyMDY3Mzc2MzY5", "url": "https://api.github.com/repos/huggingface/datasets/labels/dataset%20request", "name": "dataset request", "color": "e99695", "default": false, "description": "Requesting to add a new dataset", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2331/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2331/events | value:2021-05-07T13:43:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/2331/labels{/name} | json:[] | value:NONE | value:2021-05-07T13:43:59Z | json:{"login": "ktangri", "id": 22266659, "node_id": "MDQ6VXNlcjIyMjY2NjU5", "avatar_url": "https://avatars.githubusercontent.com/u/22266659?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ktangri", "html_url": "https://github.com/ktangri", "followers_url": "https://api.github.com/users/ktangri/followers"... | value:MDU6SXNzdWU4NzkwMzE0Mjc= | true | |||||||||||
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it would be nice to have a description on the progress bar.
Alternative solution:
Print the description before/after the `map()` call. | value:https://api.github.com/repos/huggingface/datasets/issues/2330 | json:[] | value:2330 | value:Allow passing `desc` to `tqdm` in `Dataset.map()` | value:878490927 | json:[{"id": 1935892871, "node_id": "MDU6TGFiZWwxOTM1ODkyODcx", "url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement", "name": "enhancement", "color": "a2eeef", "default": true, "description": "New feature or request", "archived_at": null, "archived_by": null}, {"id": 1935892877, "node_id": "MDU... | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2330/reactions", "total_count": 1, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 1, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2330/events | value:2021-05-07T05:52:54Z | value:https://api.github.com/repos/huggingface/datasets/issues/2330/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-26T14:59:21Z | json:{"login": "changjonathanc", "id": 31893406, "node_id": "MDQ6VXNlcjMxODkzNDA2", "avatar_url": "https://avatars.githubusercontent.com/u/31893406?v=4", "gravatar_id": "", "url": "https://api.github.com/users/changjonathanc", "html_url": "https://github.com/changjonathanc", "followers_url": "https://api.github.com/use... | value:MDU6SXNzdWU4Nzg0OTA5Mjc= | true | ||||||||
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Should fix #2322 | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2329 | json:[] | value:2329 | value:Add cache dir for in-memory datasets | value:877924198 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2329/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2329", "html_url": "https://github.com/huggingface/datasets/pull/2329", "diff_url": "https://github.com/huggingface/datasets/pull/2329.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2329.patch", "merged_at": null} | value:https://api.github.com/repos/huggingface/datasets/issues/2329/events | value:2021-05-06T19:35:32Z | value:https://api.github.com/repos/huggingface/datasets/issues/2329/labels{/name} | json:[] | value:COLLABORATOR | value:2021-06-08T19:46:48Z | json:{"login": "mariosasko", "id": 47462742, "node_id": "MDQ6VXNlcjQ3NDYyNzQy", "avatar_url": "https://avatars.githubusercontent.com/u/47462742?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariosasko", "html_url": "https://github.com/mariosasko", "followers_url": "https://api.github.com/users/mariosask... | value:MDExOlB1bGxSZXF1ZXN0NjMxODA3MTk0 | true | |||||||||
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- The Matthews correlation coefficient (from sklearn)
- The Pearson correlation coefficient (from scipy)
- The Spearman correlation coefficient (from scipy)
cc @sgugger | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2328 | json:[] | value:2328 | value:Add Matthews/Pearson/Spearman correlation metrics | value:877673896 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2328/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2328", "html_url": "https://github.com/huggingface/datasets/pull/2328", "diff_url": "https://github.com/huggingface/datasets/pull/2328.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2328.patch", "merged_at": "2021-05-06T16:58:10Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2328/events | value:2021-05-06T16:09:27Z | value:https://api.github.com/repos/huggingface/datasets/issues/2328/labels{/name} | json:[] | value:MEMBER | value:2021-05-06T16:58:10Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjMxNTg2MzU2 | true | |||||||||
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While re-generating `dataset_infos.json` I ran into a `KeyError` in the `udpos.Arabic` domain so have included a fix ... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2326 | json:[] | value:2326 | value:Enable auto-download for PAN-X / Wikiann domain in XTREME | value:876829254 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2326/reactions", "total_count": 1, "+1": 1, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2326", "html_url": "https://github.com/huggingface/datasets/pull/2326", "diff_url": "https://github.com/huggingface/datasets/pull/2326.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2326.patch", "merged_at": "2021-05-07T08:41:10Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2326/events | value:2021-05-05T20:58:38Z | value:https://api.github.com/repos/huggingface/datasets/issues/2326/labels{/name} | json:[] | value:MEMBER | value:2021-05-07T08:41:10Z | json:{"login": "lewtun", "id": 26859204, "node_id": "MDQ6VXNlcjI2ODU5MjA0", "avatar_url": "https://avatars.githubusercontent.com/u/26859204?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lewtun", "html_url": "https://github.com/lewtun", "followers_url": "https://api.github.com/users/lewtun/followers", "f... | value:MDExOlB1bGxSZXF1ZXN0NjMwODk3MjI4 | true | |||||||||
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Dataset Link: https://github.com/tingofurro/headline_grouping
Paper link: https://people.eecs.berkeley.edu/~phillab/pdfs/NAACL2021_HLG.pdf | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2325 | json:[] | value:2325 | value:Added the HLGD dataset | value:876653121 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2325/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2325", "html_url": "https://github.com/huggingface/datasets/pull/2325", "diff_url": "https://github.com/huggingface/datasets/pull/2325.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2325.patch", "merged_at": "2021-05-12T14:16:38Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2325/events | value:2021-05-05T16:53:29Z | value:https://api.github.com/repos/huggingface/datasets/issues/2325/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-12T14:55:13Z | json:{"login": "tingofurro", "id": 2609265, "node_id": "MDQ6VXNlcjI2MDkyNjU=", "avatar_url": "https://avatars.githubusercontent.com/u/2609265?v=4", "gravatar_id": "", "url": "https://api.github.com/users/tingofurro", "html_url": "https://github.com/tingofurro", "followers_url": "https://api.github.com/users/tingofurro/... | value:MDExOlB1bGxSZXF1ZXN0NjMwNzU1MzIx | true | |||||||||
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Some decisions to be further discussed:
- I have chosen `soundfile` as the audio library; another interesting library is `librosa`, but this requires `soundfile` (see [here](https://github.com/librosa/librosa/blob/main/setup.cfg#L53)). If we require some more ... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2324 | json:[] | value:2324 | value:Create Audio feature | value:876602064 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2324/reactions", "total_count": 3, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 3, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2324", "html_url": "https://github.com/huggingface/datasets/pull/2324", "diff_url": "https://github.com/huggingface/datasets/pull/2324.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2324.patch", "merged_at": "2021-10-13T10:26:33Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2324/events | value:2021-05-05T15:55:22Z | value:https://api.github.com/repos/huggingface/datasets/issues/2324/labels{/name} | json:[] | value:MEMBER | value:2021-10-13T10:26:33Z | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | json:{"url": "https://api.github.com/repos/huggingface/datasets/milestones/8", "html_url": "https://github.com/huggingface/datasets/milestone/8", "labels_url": "https://api.github.com/repos/huggingface/datasets/milestones/8/labels", "id": 6968069, "node_id": "MI_kwDODunzps4AalMF", "number": 8, "title": "1.12", "descrip... | value:MDExOlB1bGxSZXF1ZXN0NjMwNzE1NTQz | true | ||||||||
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When you look up on key ["train"] and then ['text'], you get back a list with just one sentence duplicated 4620 times. Namely, the sentence "Would such an act of refusal be useful?". Similarly when you look up ['test'] and then ['text'], the list is one sentence repeated "The bungalow was pl... | value:https://api.github.com/repos/huggingface/datasets/issues/2323 | json:[] | value:2323 | value:load_dataset("timit_asr") gives back duplicates of just one sample text | value:876438507 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2323/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2323/events | value:2021-05-05T13:14:48Z | value:https://api.github.com/repos/huggingface/datasets/issues/2323/labels{/name} | json:[] | value:NONE | value:2021-05-07T10:32:30Z | json:{"login": "ekeleshian", "id": 33647474, "node_id": "MDQ6VXNlcjMzNjQ3NDc0", "avatar_url": "https://avatars.githubusercontent.com/u/33647474?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ekeleshian", "html_url": "https://github.com/ekeleshian", "followers_url": "https://api.github.com/users/ekeleshia... | value:MDU6SXNzdWU4NzY0Mzg1MDc= | true | ||||||||
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Somehow caching does not work for me anymore. Am I doing something wrong, or is there anything that I missed?
## Steps to reproduce the bug
```python
import datasets
datasets.set_caching_enabled(True)
sst = datasets.load_dataset("sst")
def foo(samples, i):
print("executed", i... | value:https://api.github.com/repos/huggingface/datasets/issues/2322 | json:[] | value:2322 | value:Calls to map are not cached. | value:876383853 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2322/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2322/events | value:2021-05-05T12:11:27Z | value:https://api.github.com/repos/huggingface/datasets/issues/2322/labels{/name} | json:[] | value:NONE | value:2021-06-08T19:10:02Z | json:{"login": "villmow", "id": 2743060, "node_id": "MDQ6VXNlcjI3NDMwNjA=", "avatar_url": "https://avatars.githubusercontent.com/u/2743060?v=4", "gravatar_id": "", "url": "https://api.github.com/users/villmow", "html_url": "https://github.com/villmow", "followers_url": "https://api.github.com/users/villmow/followers", ... | value:MDU6SXNzdWU4NzYzODM4NTM= | true | ||||||||
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Fix #2319. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2321 | json:[] | value:2321 | value:Set encoding in OSCAR dataset | value:876304364 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2321/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2321", "html_url": "https://github.com/huggingface/datasets/pull/2321", "diff_url": "https://github.com/huggingface/datasets/pull/2321.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2321.patch", "merged_at": "2021-05-05T10:50:54Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2321/events | value:2021-05-05T10:27:03Z | value:https://api.github.com/repos/huggingface/datasets/issues/2321/labels{/name} | json:[] | value:MEMBER | value:2021-05-05T10:50:55Z | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | value:MDExOlB1bGxSZXF1ZXN0NjMwNDc3NDUy | true | |||||||||
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Close #2318. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2320 | json:[] | value:2320 | value:Set default name in init_dynamic_modules | value:876257026 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2320/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2320", "html_url": "https://github.com/huggingface/datasets/pull/2320", "diff_url": "https://github.com/huggingface/datasets/pull/2320.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2320.patch", "merged_at": "2021-05-06T07:57:54Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2320/events | value:2021-05-05T09:30:03Z | value:https://api.github.com/repos/huggingface/datasets/issues/2320/labels{/name} | json:[] | value:MEMBER | value:2021-05-06T07:57:54Z | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | value:MDExOlB1bGxSZXF1ZXN0NjMwNDM5NjI5 | true | |||||||||
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When loading the [OSCAR dataset](https://huggingface.co/datasets/oscar) (specifically `unshuffled_deduplicated_af`), I encounter a `UnicodeDecodeError`.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("oscar", "unshuffled_deduplicated_af"... | value:https://api.github.com/repos/huggingface/datasets/issues/2319 | json:[] | value:2319 | value:UnicodeDecodeError for OSCAR (Afrikaans) | value:876251376 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2319/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2319/events | value:2021-05-05T09:22:52Z | value:https://api.github.com/repos/huggingface/datasets/issues/2319/labels{/name} | json:[{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/u... | value:NONE | value:2021-05-05T10:57:31Z | json:{"login": "sgraaf", "id": 8904453, "node_id": "MDQ6VXNlcjg5MDQ0NTM=", "avatar_url": "https://avatars.githubusercontent.com/u/8904453?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sgraaf", "html_url": "https://github.com/sgraaf", "followers_url": "https://api.github.com/users/sgraaf/followers", "fol... | value:MDU6SXNzdWU4NzYyNTEzNzY= | true | |||||||
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A clear and concise description of what the problem is.
This is an awesome library.
It seems like the dynamic module path in this library has broken some of hyperparameter tuning functionality: https://discuss.huggingface.co/t/using-hyperp... | value:https://api.github.com/repos/huggingface/datasets/issues/2318 | json:[] | value:2318 | value:[api request] API to obtain "dataset_module" dynamic path? | value:876212460 | json:[{"id": 1935892871, "node_id": "MDU6TGFiZWwxOTM1ODkyODcx", "url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement", "name": "enhancement", "color": "a2eeef", "default": true, "description": "New feature or request", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2318/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2318/events | value:2021-05-05T08:40:48Z | value:https://api.github.com/repos/huggingface/datasets/issues/2318/labels{/name} | json:[{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/u... | value:NONE | value:2021-05-06T08:45:45Z | json:{"login": "richardliaw", "id": 4529381, "node_id": "MDQ6VXNlcjQ1MjkzODE=", "avatar_url": "https://avatars.githubusercontent.com/u/4529381?v=4", "gravatar_id": "", "url": "https://api.github.com/users/richardliaw", "html_url": "https://github.com/richardliaw", "followers_url": "https://api.github.com/users/richardl... | value:MDU6SXNzdWU4NzYyMTI0NjA= | true | |||||||
value:2021-05-05T09:21:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/2317/timeline | value:0 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | value:closed | value:https://github.com/huggingface/datasets/pull/2317 | value:https://api.github.com/repos/huggingface/datasets/issues/2317/comments | value:This PR addresses the bug in the pyarrow version specification, which is detailed in #2316 .
Simply, I put a comma between the version bounds.
Fix #2316. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2317 | json:[] | value:2317 | value:Fix incorrect version specification for the pyarrow package | value:875767318 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2317/reactions", "total_count": 1, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 1, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2317", "html_url": "https://github.com/huggingface/datasets/pull/2317", "diff_url": "https://github.com/huggingface/datasets/pull/2317.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2317.patch", "merged_at": "2021-05-05T09:21:58Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2317/events | value:2021-05-04T19:30:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/2317/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-05T10:09:16Z | json:{"login": "cemilcengiz", "id": 32267027, "node_id": "MDQ6VXNlcjMyMjY3MDI3", "avatar_url": "https://avatars.githubusercontent.com/u/32267027?v=4", "gravatar_id": "", "url": "https://api.github.com/users/cemilcengiz", "html_url": "https://github.com/cemilcengiz", "followers_url": "https://api.github.com/users/cemilc... | value:MDExOlB1bGxSZXF1ZXN0NjMwMDQxNzc4 | true | |||||||||
value:2021-05-05T10:10:03Z | value:https://api.github.com/repos/huggingface/datasets/issues/2316/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:1 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | value:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2316 | value:https://api.github.com/repos/huggingface/datasets/issues/2316/comments | value:## Describe the bug
The pyarrow dependency is incorrectly specified in setup.py file, in [this line](https://github.com/huggingface/datasets/blob/3a3e5a4da20bfcd75f8b6a6869b240af8feccc12/setup.py#L77).
Also as a snippet:
```python
"pyarrow>=1.0.0<4.0.0",
```
## Steps to reproduce the bug
```bash
pip i... | value:https://api.github.com/repos/huggingface/datasets/issues/2316 | json:[] | value:2316 | value:Incorrect version specification for pyarrow | value:875756353 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2316/reactions", "total_count": 1, "+1": 1, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2316/events | value:2021-05-04T19:15:11Z | value:https://api.github.com/repos/huggingface/datasets/issues/2316/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-05T10:10:03Z | json:{"login": "cemilcengiz", "id": 32267027, "node_id": "MDQ6VXNlcjMyMjY3MDI3", "avatar_url": "https://avatars.githubusercontent.com/u/32267027?v=4", "gravatar_id": "", "url": "https://api.github.com/users/cemilcengiz", "html_url": "https://github.com/cemilcengiz", "followers_url": "https://api.github.com/users/cemilc... | value:MDU6SXNzdWU4NzU3NTYzNTM= | true | ||||||||
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* replaces the code from the `bug_report.md` that was used to get relevant system info with a dedicated command (a more elegant approach than copy-pasting the code IMO)
* removes the `download` command (copied from the transformers repo?)
* adds missing help messages to the cli commands
| value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2315 | json:[] | value:2315 | value:Datasets cli improvements | value:875742200 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2315/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2315", "html_url": "https://github.com/huggingface/datasets/pull/2315", "diff_url": "https://github.com/huggingface/datasets/pull/2315.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2315.patch", "merged_at": "2021-05-10T16:36:50Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2315/events | value:2021-05-04T18:55:11Z | value:https://api.github.com/repos/huggingface/datasets/issues/2315/labels{/name} | json:[] | value:COLLABORATOR | value:2021-05-10T16:36:51Z | json:{"login": "mariosasko", "id": 47462742, "node_id": "MDQ6VXNlcjQ3NDYyNzQy", "avatar_url": "https://avatars.githubusercontent.com/u/47462742?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariosasko", "html_url": "https://github.com/mariosasko", "followers_url": "https://api.github.com/users/mariosask... | value:MDExOlB1bGxSZXF1ZXN0NjMwMDIyMDYy | true | |||||||||
value:2021-10-13T09:07:34Z | value:https://api.github.com/repos/huggingface/datasets/issues/2314/timeline | value:2 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:closed | value:https://github.com/huggingface/datasets/pull/2314 | value:https://api.github.com/repos/huggingface/datasets/issues/2314/comments | value:Start to refactor `prepare_module` to try to decouple functionality.
This PR does:
- extract function `_initialize_dynamic_modules_namespace_package`
- extract function `_find_module_in_github_or_s3`
- some renaming of variables
- use of f-strings | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2314 | json:[] | value:2314 | value:Minor refactor prepare_module | value:875729271 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2314/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2314", "html_url": "https://github.com/huggingface/datasets/pull/2314", "diff_url": "https://github.com/huggingface/datasets/pull/2314.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2314.patch", "merged_at": null} | value:https://api.github.com/repos/huggingface/datasets/issues/2314/events | value:2021-05-04T18:37:26Z | value:https://api.github.com/repos/huggingface/datasets/issues/2314/labels{/name} | json:[] | value:MEMBER | value:2021-10-13T09:07:34Z | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | value:MDExOlB1bGxSZXF1ZXN0NjMwMDExODc4 | true | |||||||||
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- neither its returned result is used
- nor it raises any exception, as exceptions are catched and returned (not raised)
This PR removes it. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2313 | json:[] | value:2313 | value:Remove unused head_hf_s3 function | value:875475367 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2313/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2313", "html_url": "https://github.com/huggingface/datasets/pull/2313", "diff_url": "https://github.com/huggingface/datasets/pull/2313.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2313.patch", "merged_at": null} | value:https://api.github.com/repos/huggingface/datasets/issues/2313/events | value:2021-05-04T13:42:06Z | value:https://api.github.com/repos/huggingface/datasets/issues/2313/labels{/name} | json:[] | value:MEMBER | value:2021-05-07T09:31:42Z | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | value:MDExOlB1bGxSZXF1ZXN0NjI5ODEwNTc4 | true | |||||||||
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To fix this I had to:
- add the --single-version-externally-managed tag to the build stage (suggestion from [here](https://stackoverflow.com/a/64825075))
- set the python version of the conda build stage to 3.8 since 3.9 isn't ... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2309 | json:[] | value:2309 | value:Fix conda release | value:874644990 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2309/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2309", "html_url": "https://github.com/huggingface/datasets/pull/2309", "diff_url": "https://github.com/huggingface/datasets/pull/2309.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2309.patch", "merged_at": "2021-05-03T16:01:17Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2309/events | value:2021-05-03T14:52:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/2309/labels{/name} | json:[] | value:MEMBER | value:2021-05-03T16:01:17Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjI5MTU4NjQx | true | |||||||||
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Here's an interesting dataset about extractive question-answering on _subjective_ product / restaurant reviews. It's quite challenging for models fine-tuned on SQuAD and provides a nice example of domain adaptation (i.e. fine-tuning a SQuAD model on this domain gives better performance).
... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2302 | json:[] | value:2302 | value:Add SubjQA dataset | value:873961435 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2302/reactions", "total_count": 1, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 1, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2302", "html_url": "https://github.com/huggingface/datasets/pull/2302", "diff_url": "https://github.com/huggingface/datasets/pull/2302.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2302.patch", "merged_at": "2021-05-10T09:21:19Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2302/events | value:2021-05-02T14:51:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/2302/labels{/name} | json:[] | value:MEMBER | value:2021-05-10T09:21:19Z | json:{"login": "lewtun", "id": 26859204, "node_id": "MDQ6VXNlcjI2ODU5MjA0", "avatar_url": "https://avatars.githubusercontent.com/u/26859204?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lewtun", "html_url": "https://github.com/lewtun", "followers_url": "https://api.github.com/users/lewtun/followers", "f... | value:MDExOlB1bGxSZXF1ZXN0NjI4NjIzMDQ3 | true | |||||||||
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I tried installing the `".[dev]"` version on Windows 10 after cloning.
Here is the error I'm facing:
```bat
(env) C:\testing\datasets>pip install -e ".[dev]"
Obtaining file:///C:/testing/datasets
Requirement already satisfied: numpy>=1.17 in c:\programdata\anaconda3\envs\env\lib\site-packages (from... | value:https://api.github.com/repos/huggingface/datasets/issues/2301 | json:[] | value:2301 | value:Unable to setup dev env on Windows | value:873941266 | json:[] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2301/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2301/events | value:2021-05-02T13:20:42Z | value:https://api.github.com/repos/huggingface/datasets/issues/2301/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-03T15:18:01Z | json:{"login": "gchhablani", "id": 29076344, "node_id": "MDQ6VXNlcjI5MDc2MzQ0", "avatar_url": "https://avatars.githubusercontent.com/u/29076344?v=4", "gravatar_id": "", "url": "https://api.github.com/users/gchhablani", "html_url": "https://github.com/gchhablani", "followers_url": "https://api.github.com/users/gchhablan... | value:MDU6SXNzdWU4NzM5NDEyNjY= | true | ||||||||
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- **Name:** Voxpopuli
- **Description:** VoxPopuli is raw data is collected from 2009-2020 European Parliament event recordings
- **Paper:** https://arxiv.org/abs/2101.00390
- **Data:** https://github.com/facebookresearch/voxpopuli
- **Motivation:** biggest unlabeled speech dataset
**N... | value:https://api.github.com/repos/huggingface/datasets/issues/2300 | json:[] | value:2300 | value:Add VoxPopuli | value:873928169 | json:[{"id": 2067376369, "node_id": "MDU6TGFiZWwyMDY3Mzc2MzY5", "url": "https://api.github.com/repos/huggingface/datasets/labels/dataset%20request", "name": "dataset request", "color": "e99695", "default": false, "description": "Requesting to add a new dataset", "archived_at": null, "archived_by": null}, {"id": 2725241... | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2300/reactions", "total_count": 1, "+1": 1, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2300/events | value:2021-05-02T12:17:40Z | value:https://api.github.com/repos/huggingface/datasets/issues/2300/labels{/name} | json:[{"login": "polinaeterna", "id": 16348744, "node_id": "MDQ6VXNlcjE2MzQ4NzQ0", "avatar_url": "https://avatars.githubusercontent.com/u/16348744?v=4", "gravatar_id": "", "url": "https://api.github.com/users/polinaeterna", "html_url": "https://github.com/polinaeterna", "followers_url": "https://api.github.com/users/po... | value:CONTRIBUTOR | value:2023-02-28T17:43:52Z | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:MDU6SXNzdWU4NzM5MjgxNjk= | true | |||||||
value:2021-05-03T08:17:38Z | value:https://api.github.com/repos/huggingface/datasets/issues/2299/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:0 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2299 | value:https://api.github.com/repos/huggingface/datasets/issues/2299/comments | value:## Adding a Dataset
- **Name:** *name of the dataset*
- **Description:** *short description of the dataset (or link to social media or blog post)*
- **Paper:** *link to the dataset paper if available*
- **Data:** *link to the Github repository or current dataset location*
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- **Name:** *name of the dataset*
- **Description:** *short description of the dataset (or link to social media or blog post)*
- **Paper:** *link to the dataset paper if available*
- **Data:** *link to the Github repository or current dataset location*
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tokenize_function,
batched=True,
num_proc=args.preprocessing_num_workers,
remove_columns=column_names,
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The recordbatches of the `IndexedTableMixin` used to speed up queries to the table were copied in memory during a table deepcopy.
This resulted in `concatenate_datasets`, `load_from_disk` and other methods to always bring the data in memory.
I fixed the copy similarly to... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2291 | json:[] | value:2291 | value:Don't copy recordbatches in memory during a table deepcopy | value:871216757 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2291/reactions", "total_count": 2, "+1": 1, "-1": 0, "laugh": 0, "hooray": 1, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2291", "html_url": "https://github.com/huggingface/datasets/pull/2291", "diff_url": "https://github.com/huggingface/datasets/pull/2291.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2291.patch", "merged_at": "2021-04-29T16:34:33Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2291/events | value:2021-04-29T16:26:05Z | value:https://api.github.com/repos/huggingface/datasets/issues/2291/labels{/name} | json:[] | value:MEMBER | value:2021-04-29T16:34:35Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjI2MjcyNzE5 | true | |||||||||
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Moreover, I am working on a token-classification task ( POS tagging) , where each row in my CSV contains two columns each of them having a list of strings.
row example:
```tokens | labels
['I' , 'am', 'John'] | ['PRON', 'AUX', 'PROPN' ... | value:https://api.github.com/repos/huggingface/datasets/issues/2288 | json:[] | value:2288 | value:Load_dataset for local CSV files | value:871111235 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2288/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2288/events | value:2021-04-29T15:01:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/2288/labels{/name} | json:[] | value:NONE | value:2021-06-15T13:49:26Z | json:{"login": "sstojanoska", "id": 17052700, "node_id": "MDQ6VXNlcjE3MDUyNzAw", "avatar_url": "https://avatars.githubusercontent.com/u/17052700?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sstojanoska", "html_url": "https://github.com/sstojanoska", "followers_url": "https://api.github.com/users/sstoja... | value:MDU6SXNzdWU4NzExMTEyMzU= | true | ||||||||
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I am trying to load a custom dataset that I will then use for language modeling. The dataset consists of a text file that has a whole document in each line, meaning that each line overpasses the normal 512 tokens limit of most tokenizers.
I would like to understand what is the process to build a text... | value:https://api.github.com/repos/huggingface/datasets/issues/2285 | json:[] | value:2285 | value:Help understanding how to build a dataset for language modeling as with the old TextDataset | value:871005236 | json:[] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2285/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2285/events | value:2021-04-29T13:16:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/2285/labels{/name} | json:[] | value:NONE | value:2021-05-19T07:22:45Z | json:{"login": "danieldiezmallo", "id": 46021411, "node_id": "MDQ6VXNlcjQ2MDIxNDEx", "avatar_url": "https://avatars.githubusercontent.com/u/46021411?v=4", "gravatar_id": "", "url": "https://api.github.com/users/danieldiezmallo", "html_url": "https://github.com/danieldiezmallo", "followers_url": "https://api.github.com/... | value:MDU6SXNzdWU4NzEwMDUyMzY= | true | ||||||||
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The files were changed in https://github.com/budzianowski/multiwoz/pull/72 | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2281 | json:[] | value:2281 | value:Update multi_woz_v22 checksum | value:870792784 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2281/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2281", "html_url": "https://github.com/huggingface/datasets/pull/2281", "diff_url": "https://github.com/huggingface/datasets/pull/2281.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2281.patch", "merged_at": "2021-04-29T13:41:34Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2281/events | value:2021-04-29T09:09:11Z | value:https://api.github.com/repos/huggingface/datasets/issues/2281/labels{/name} | json:[] | value:MEMBER | value:2021-04-29T13:41:35Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjI1OTI2MjAw | true | |||||||||
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For use on Ubuntu systems, it seems that datasets requires GLIBC 2.29. However, Ubuntu 18 runs with GLIBC 2.27 and it seems [non-trivial to upgrade GLIBC to 2.29 for Ubuntu 18 users](https://www.digitalocean.com/community/questions/how-install-glibc-2-29-or-higher-in-ubuntu-18-04).
I'm no... | value:https://api.github.com/repos/huggingface/datasets/issues/2279 | json:[] | value:2279 | value:Compatibility with Ubuntu 18 and GLIBC 2.27? | value:870431662 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2279/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2279/events | value:2021-04-28T22:08:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/2279/labels{/name} | json:[] | value:NONE | value:2021-04-29T07:42:42Z | json:{"login": "tginart", "id": 11379648, "node_id": "MDQ6VXNlcjExMzc5NjQ4", "avatar_url": "https://avatars.githubusercontent.com/u/11379648?v=4", "gravatar_id": "", "url": "https://api.github.com/users/tginart", "html_url": "https://github.com/tginart", "followers_url": "https://api.github.com/users/tginart/followers"... | value:MDU6SXNzdWU4NzA0MzE2NjI= | true | ||||||||
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When I try to concatenate 2 datasets (10GB each) , the entire data is loaded into memory instead of being written directly to disk.
Interestingly, this happens when trying to save the new dataset to disk or concatenating it again.
![image](https://user-images.githubusercontent.com/70632... | value:https://api.github.com/repos/huggingface/datasets/issues/2276 | json:[] | value:2276 | value:concatenate_datasets loads all the data into memory | value:870010511 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2276/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2276/events | value:2021-04-28T14:27:21Z | value:https://api.github.com/repos/huggingface/datasets/issues/2276/labels{/name} | json:[{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers... | value:NONE | value:2021-05-03T08:41:55Z | json:{"login": "chbensch", "id": 7063207, "node_id": "MDQ6VXNlcjcwNjMyMDc=", "avatar_url": "https://avatars.githubusercontent.com/u/7063207?v=4", "gravatar_id": "", "url": "https://api.github.com/users/chbensch", "html_url": "https://github.com/chbensch", "followers_url": "https://api.github.com/users/chbensch/follower... | value:MDU6SXNzdWU4NzAwMTA1MTE= | true | |||||||
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For each function that transforms the feature types of the dataset, I ... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2274 | json:[] | value:2274 | value:Always update metadata in arrow schema | value:869186276 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2274/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2274", "html_url": "https://github.com/huggingface/datasets/pull/2274", "diff_url": "https://github.com/huggingface/datasets/pull/2274.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2274.patch", "merged_at": "2021-04-29T09:57:50Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2274/events | value:2021-04-27T19:21:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/2274/labels{/name} | json:[] | value:MEMBER | value:2022-06-03T08:31:19Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjI0NTkyMjQx | true | |||||||||
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value:2021-04-30T12:54:27Z | value:https://api.github.com/repos/huggingface/datasets/issues/2272/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:1 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2272 | value:https://api.github.com/repos/huggingface/datasets/issues/2272/comments | value:## Describe the bug
All the rest of the columns except the one passed to `Dataset.class_encode_column` are discarded.
## Expected results
All the original columns should be kept.
This needs regression tests.
| value:https://api.github.com/repos/huggingface/datasets/issues/2272 | json:[] | value:2272 | value:Bug in Dataset.class_encode_column | value:869017977 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2272/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2272/events | value:2021-04-27T16:13:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/2272/labels{/name} | json:[] | value:MEMBER | value:2021-04-30T12:54:27Z | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | value:MDU6SXNzdWU4NjkwMTc5Nzc= | true | ||||||||
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As pointed out in this [comment](https://github.com/huggingface/datasets/pull/2145#discussion_r621326767):
> Metadata stored in the schema is just a redundant information regarding the feature types.
It is used when calling Dataset.from_file ... | value:https://api.github.com/repos/huggingface/datasets/issues/2271 | json:[] | value:2271 | value:Synchronize table metadata with features | value:869002141 | json:[{"id": 1935892871, "node_id": "MDU6TGFiZWwxOTM1ODkyODcx", "url": "https://api.github.com/repos/huggingface/datasets/labels/enhancement", "name": "enhancement", "color": "a2eeef", "default": true, "description": "New feature or request", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2271/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2271/events | value:2021-04-27T15:55:13Z | value:https://api.github.com/repos/huggingface/datasets/issues/2271/labels{/name} | json:[] | value:MEMBER | value:2022-06-01T17:13:21Z | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | value:MDU6SXNzdWU4NjkwMDIxNDE= | true | ||||||||
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However there's currently an issue caused by the use of `np.array` instead of `np.fromiter` on the iterable.
This PR fixes it | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2269 | json:[] | value:2269 | value:Fix query table with iterable | value:868878468 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2269/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2269", "html_url": "https://github.com/huggingface/datasets/pull/2269", "diff_url": "https://github.com/huggingface/datasets/pull/2269.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2269.patch", "merged_at": "2021-04-27T14:21:56Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2269/events | value:2021-04-27T13:59:38Z | value:https://api.github.com/repos/huggingface/datasets/issues/2269/labels{/name} | json:[] | value:MEMBER | value:2021-04-27T14:21:57Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjI0MzMwNDA3 | true | |||||||||
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Setting `pyarrow<4.0.0` for now. I'll open an issue on JIRA once I know more about the origin of the issue | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2268 | json:[] | value:2268 | value:Don't use pyarrow 4.0.0 since it segfaults when casting a sliced ListArray of integers | value:868773380 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2268/reactions", "total_count": 1, "+1": 1, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2268", "html_url": "https://github.com/huggingface/datasets/pull/2268", "diff_url": "https://github.com/huggingface/datasets/pull/2268.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2268.patch", "merged_at": "2021-04-27T13:43:20Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2268/events | value:2021-04-27T11:58:28Z | value:https://api.github.com/repos/huggingface/datasets/issues/2268/labels{/name} | json:[] | value:MEMBER | value:2021-06-12T12:44:49Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjI0MjQyODg1 | true | |||||||||
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We have a test that saves a DatasetDict to disk and then loads it from disk. In 1.6 there is an incompatibility in the schema.
Downgrading to `>1.6` -- fixes the problem.
## Steps to reproduce the bug
```python
### Load a dataset dict from jsonl
path = '/test/foo'
ds_... | value:https://api.github.com/repos/huggingface/datasets/issues/2267 | json:[] | value:2267 | value:DatasetDict save load Failing test in 1.6 not in 1.5 | value:868291129 | json:[{"id": 1935892857, "node_id": "MDU6TGFiZWwxOTM1ODkyODU3", "url": "https://api.github.com/repos/huggingface/datasets/labels/bug", "name": "bug", "color": "d73a4a", "default": true, "description": "Something isn't working", "archived_at": null, "archived_by": null}] | json:{"blocked_by": 0, "total_blocked_by": 0, "blocking": 0, "total_blocking": 0} | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2267/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2267/events | value:2021-04-27T00:03:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/2267/labels{/name} | json:[] | value:NONE | value:2026-05-22T07:10:40Z | json:{"login": "timothyjlaurent", "id": 2000204, "node_id": "MDQ6VXNlcjIwMDAyMDQ=", "avatar_url": "https://avatars.githubusercontent.com/u/2000204?v=4", "gravatar_id": "", "url": "https://api.github.com/users/timothyjlaurent", "html_url": "https://github.com/timothyjlaurent", "followers_url": "https://api.github.com/us... | value:MDU6SXNzdWU4NjgyOTExMjk= | true | |||||||||||
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Ideally we should keep the whole CI run time below 10min.
In this PR I removed the remote tests that were never used.
I also replaced nested parametrized tests with unit tests.
This makes me think that we could still add more high level tests to check for a few combinations ... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2266 | json:[] | value:2266 | value:Make tests run faster | value:867864353 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2266/reactions", "total_count": 2, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 2, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2266", "html_url": "https://github.com/huggingface/datasets/pull/2266", "diff_url": "https://github.com/huggingface/datasets/pull/2266.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2266.patch", "merged_at": "2021-04-29T10:00:04Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2266/events | value:2021-04-26T15:55:40Z | value:https://api.github.com/repos/huggingface/datasets/issues/2266/labels{/name} | json:[] | value:MEMBER | value:2021-04-29T10:00:13Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjIzNDY1OTI5 | true | |||||||||
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This makes the CI currently fail on master | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2265 | json:[] | value:2265 | value:Update black | value:867490646 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2265/reactions", "total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2265", "html_url": "https://github.com/huggingface/datasets/pull/2265", "diff_url": "https://github.com/huggingface/datasets/pull/2265.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2265.patch", "merged_at": "2021-04-26T09:47:47Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2265/events | value:2021-04-26T09:35:09Z | value:https://api.github.com/repos/huggingface/datasets/issues/2265/labels{/name} | json:[] | value:MEMBER | value:2021-04-26T09:47:48Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjIzMTUyOTg5 | true | |||||||||
value:2021-04-26T10:08:14Z | value:https://api.github.com/repos/huggingface/datasets/issues/2264/timeline | value:5 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:closed | value:https://github.com/huggingface/datasets/pull/2264 | value:https://api.github.com/repos/huggingface/datasets/issues/2264/comments | value:The table index is currently being pickled when doing multiprocessing, which brings all the record batches of the dataset in memory.
I fixed that by not pickling the index attributes. Therefore each process has to rebuild the index when unpickling the table.
Fix issue #2256
We'll do a patch release asap ... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2264 | json:[] | value:2264 | value:Fix memory issue in multiprocessing: Don't pickle table index | value:867476228 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2264/reactions", "total_count": 2, "+1": 2, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2264", "html_url": "https://github.com/huggingface/datasets/pull/2264", "diff_url": "https://github.com/huggingface/datasets/pull/2264.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2264.patch", "merged_at": "2021-04-26T10:08:14Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2264/events | value:2021-04-26T09:21:35Z | value:https://api.github.com/repos/huggingface/datasets/issues/2264/labels{/name} | json:[] | value:MEMBER | value:2021-04-26T10:30:28Z | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjIzMTQwODA1 | true |
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