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According to the script below, the download manager will download the train data when trying to download the test data.
https://github.com/huggingface/datasets/blob/2a2dd6316af2cc7fdf24e4779312e8ee0c7ed98b/datasets/newsph_nli/newsph_nli.py#L71
... | value:https://api.github.com/repos/huggingface/datasets/issues/2262 | json:[] | value:2262 | value:NewsPH NLI dataset script fails to access test data. | value:867325351 | json:[{"id": 2067388877, "node_id": "MDU6TGFiZWwyMDY3Mzg4ODc3", "url": "https://api.github.com/repos/huggingface/datasets/labels/dataset%20bug", "name": "dataset bug", "color": "2edb81", "default": false, "description": "A bug in a dataset script provided in the library", "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/2262/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/2262/events | value:2021-04-26T06:44:41Z | value:https://api.github.com/repos/huggingface/datasets/issues/2262/labels{/name} | json:[] | value:NONE | value:2021-04-29T09:32:03Z | json:{"login": "jinmang2", "id": 37775784, "node_id": "MDQ6VXNlcjM3Nzc1Nzg0", "avatar_url": "https://avatars.githubusercontent.com/u/37775784?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jinmang2", "html_url": "https://github.com/jinmang2", "followers_url": "https://api.github.com/users/jinmang2/follow... | value:MDU6SXNzdWU4NjczMjUzNTE= | true | ||||||||
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Running `datase.map` with `num_proc > 1` leads to a tremendous memory usage that requires swapping on disk and it becomes very slow.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dstc8_datset = load_dataset("roskoN/dstc8-reddit-corpus", keep_in_memory=Fals... | value:https://api.github.com/repos/huggingface/datasets/issues/2256 | json:[] | value:2256 | value:Running `datase.map` with `num_proc > 1` uses a lot of memory | value:866708609 | 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/2256/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/2256/events | value:2021-04-24T09:56:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/2256/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:2021-04-26T17:12:15Z | json:{"login": "roskoN", "id": 8143425, "node_id": "MDQ6VXNlcjgxNDM0MjU=", "avatar_url": "https://avatars.githubusercontent.com/u/8143425?v=4", "gravatar_id": "", "url": "https://api.github.com/users/roskoN", "html_url": "https://github.com/roskoN", "followers_url": "https://api.github.com/users/roskoN/followers", "fol... | value:MDU6SXNzdWU4NjY3MDg2MDk= | true | |||||||
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Task taxonomy follows 🤗 Transformers's pipelines taxonomy: https://github.com/huggingface/transformers/tree/master/src/transformers/pipelines
Edit by @lewtun:
This PR implements support for the following tasks:
* `tex... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2255 | json:[] | value:2255 | value:Task casting for text classification & question answering | value:866242892 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2255/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/2255", "html_url": "https://github.com/huggingface/datasets/pull/2255", "diff_url": "https://github.com/huggingface/datasets/pull/2255.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2255.patch", "merged_at": "2021-05-18T13:31:35Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2255/events | value:2021-04-23T16:00:41Z | value:https://api.github.com/repos/huggingface/datasets/issues/2255/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-18T13:31:36Z | json:{"login": "SBrandeis", "id": 33657802, "node_id": "MDQ6VXNlcjMzNjU3ODAy", "avatar_url": "https://avatars.githubusercontent.com/u/33657802?v=4", "gravatar_id": "", "url": "https://api.github.com/users/SBrandeis", "html_url": "https://github.com/SBrandeis", "followers_url": "https://api.github.com/users/SBrandeis/fo... | value:MDExOlB1bGxSZXF1ZXN0NjIyMTc0Njg4 | true | |||||||||
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I reported too slow data fetching when data is large(#2210) a couple of weeks ago, and @lhoestq referred me to the fix (#2122).
However, the problem seems to persist. Here is the profiled results:
1) Running with 60GB
```
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python3 run_qa.py --model_name_or_path hyunwoongko/kobart --dataset_name squad_kor_v2 --do_train --do_eval --per_device_train_batch_size 8 --learning_rate 3e-5 --num_train_epochs 3 --max_seq_length 512 --doc_stride 128 --output_dir /tmp/debug_squad/
error:
ValueError: Exter... | value:https://api.github.com/repos/huggingface/datasets/issues/2251 | json:[] | value:2251 | value:while running run_qa.py, ran into a value error | value:865848705 | 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/2251/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/2251/events | value:2021-04-23T07:51:03Z | value:https://api.github.com/repos/huggingface/datasets/issues/2251/labels{/name} | json:[] | value:NONE | value:2026-05-22T07:10:33Z | json:{"login": "nlee0212", "id": 44570724, "node_id": "MDQ6VXNlcjQ0NTcwNzI0", "avatar_url": "https://avatars.githubusercontent.com/u/44570724?v=4", "gravatar_id": "", "url": "https://api.github.com/users/nlee0212", "html_url": "https://github.com/nlee0212", "followers_url": "https://api.github.com/users/nlee0212/follow... | value:MDU6SXNzdWU4NjU4NDg3MDU= | true | |||||||||||
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first of all, I tried to load 3 .txt files as a dataset (sure that the directory and permission is OK.), I face with the below error.
> FileNotFoundError: [Errno 2] No such file or directory: 'c'
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This PR implements two steps to handle only specific splits:
- it allows processing/caching only specific splits into Arrow files
- for some simple cases, it allows downloading only specific spl... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2249 | json:[] | value:2249 | value:Allow downloading/processing/caching only specific splits | value:865257826 | 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}] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2249/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/2249", "html_url": "https://github.com/huggingface/datasets/pull/2249", "diff_url": "https://github.com/huggingface/datasets/pull/2249.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2249.patch", "merged_at": null} | value:https://api.github.com/repos/huggingface/datasets/issues/2249/events | value:2021-04-22T17:51:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/2249/labels{/name} | json:[] | value:MEMBER | value:2022-07-06T15:19:48Z | 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:MDExOlB1bGxSZXF1ZXN0NjIxMzU1MzE3 | true | ||||||||||
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- `map` now uses `with_format` to only load needed columns in memory when `input_columns` is set
- Slicing datasets with Iterables of indices now uses a new `Table.fast_gather` method, implemented with `np.searchsorted`, to find the appropriate batch indices all at once. `pa.concat_table... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2246 | json:[] | value:2246 | value:Faster map w/ input_columns & faster slicing w/ Iterable keys | value:864220031 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2246/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/2246", "html_url": "https://github.com/huggingface/datasets/pull/2246", "diff_url": "https://github.com/huggingface/datasets/pull/2246.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2246.patch", "merged_at": "2021-04-26T16:13:58Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2246/events | value:2021-04-21T19:49:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/2246/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-26T16:13:59Z | json:{"login": "colinchivers", "id": 39116809, "node_id": "MDQ6VXNlcjM5MTE2ODA5", "avatar_url": "https://avatars.githubusercontent.com/u/39116809?v=4", "gravatar_id": "", "url": "https://api.github.com/users/colinchivers", "html_url": "https://github.com/colinchivers", "followers_url": "https://api.github.com/users/col... | value:MDExOlB1bGxSZXF1ZXN0NjIwNDg3OTUw | true | |||||||||
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There is currently no verification for the data type and the uniqueness of the keys yielded by the `dataset_builder`.
This PR is currently a work in progress with the following goals:
- [x] Adding `hash_salt` to `ArrowWriter` so that the keys belonging to different splits have different hash
... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2245 | json:[] | value:2245 | value:Add `key` type and duplicates verification with hashing | value:863191655 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2245/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/2245", "html_url": "https://github.com/huggingface/datasets/pull/2245", "diff_url": "https://github.com/huggingface/datasets/pull/2245.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2245.patch", "merged_at": "2021-05-10T17:31:21Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2245/events | value:2021-04-20T20:03:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/2245/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-10T18:04:37Z | json:{"login": "NikhilBartwal", "id": 42388668, "node_id": "MDQ6VXNlcjQyMzg4NjY4", "avatar_url": "https://avatars.githubusercontent.com/u/42388668?v=4", "gravatar_id": "", "url": "https://api.github.com/users/NikhilBartwal", "html_url": "https://github.com/NikhilBartwal", "followers_url": "https://api.github.com/users/... | value:MDExOlB1bGxSZXF1ZXN0NjE5NjQzMjQ3 | true | |||||||||
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Currently, the cache directories are set within the temporary test directory, but they are shared across all test function calls.
This PR implements specific cache directories for each test function call, so that te... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2244 | json:[] | value:2244 | value:Set specific cache directories per test function call | value:863029946 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2244/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/2244", "html_url": "https://github.com/huggingface/datasets/pull/2244", "diff_url": "https://github.com/huggingface/datasets/pull/2244.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2244.patch", "merged_at": null} | value:https://api.github.com/repos/huggingface/datasets/issues/2244/events | value:2021-04-20T17:06:22Z | value:https://api.github.com/repos/huggingface/datasets/issues/2244/labels{/name} | json:[] | value:MEMBER | value:2022-07-06T15:19:48Z | 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:MDExOlB1bGxSZXF1ZXN0NjE5NTAyODc0 | true | ||||||||||
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I have a somewhat unclear bug to me, where I can't figure out what the problem is. The code works as expected on a small subset of my dataset (2000 samples) on my local machine, but when I execute the same code with a larger dataset (1.4 million samples) this problem occurs. Thats why I can... | value:https://api.github.com/repos/huggingface/datasets/issues/2243 | json:[] | value:2243 | value:Map is slow and processes batches one after another | value:862909389 | 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/2243/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/2243/events | value:2021-04-20T14:58:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/2243/labels{/name} | json:[] | value:NONE | value:2021-05-03T17:54:33Z | 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:MDU6SXNzdWU4NjI5MDkzODk= | true | ||||||||
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The same error with https://huggingface.co/datasets/viewer/?dataset=glue&config=mrpc | value:https://api.github.com/repos/huggingface/datasets/issues/2242 | json:[] | value:2242 | value:Link to datasets viwer on Quick Tour page returns "502 Bad Gateway" | value:862870205 | 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/2242/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/2242/events | value:2021-04-20T14:19:51Z | value:https://api.github.com/repos/huggingface/datasets/issues/2242/labels{/name} | json:[] | value:NONE | value:2021-04-20T15:02:45Z | json:{"login": "martavillegas", "id": 6735707, "node_id": "MDQ6VXNlcjY3MzU3MDc=", "avatar_url": "https://avatars.githubusercontent.com/u/6735707?v=4", "gravatar_id": "", "url": "https://api.github.com/users/martavillegas", "html_url": "https://github.com/martavillegas", "followers_url": "https://api.github.com/users/ma... | value:MDU6SXNzdWU4NjI4NzAyMDU= | true | ||||||||
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En relation with #2239. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2240 | json:[] | value:2240 | value:Clarify how to load wikihow | value:862537856 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2240/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/2240", "html_url": "https://github.com/huggingface/datasets/pull/2240", "diff_url": "https://github.com/huggingface/datasets/pull/2240.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2240.patch", "merged_at": "2021-04-21T09:54:57Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2240/events | value:2021-04-20T08:02:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/2240/labels{/name} | json:[] | value:MEMBER | value:2021-04-21T09:54:57Z | 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:MDExOlB1bGxSZXF1ZXN0NjE5MDkyODc5 | true | |||||||||
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When attempting to load wikihow into a dataset with
```python
from datasets import load_dataset
dataset = load_dataset('wikihow', data_dir='./wikihow')
```
I get the message:
```
AttributeError: 'BuilderConfig' object has no attribute 'filename'
```
at the end of a [full stack trac... | value:https://api.github.com/repos/huggingface/datasets/issues/2239 | json:[] | value:2239 | value:Error loading wikihow dataset | value:861904306 | 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/2239/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/2239/events | value:2021-04-19T21:02:31Z | value:https://api.github.com/repos/huggingface/datasets/issues/2239/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-20T16:33:11Z | json:{"login": "odellus", "id": 4686956, "node_id": "MDQ6VXNlcjQ2ODY5NTY=", "avatar_url": "https://avatars.githubusercontent.com/u/4686956?v=4", "gravatar_id": "", "url": "https://api.github.com/users/odellus", "html_url": "https://github.com/odellus", "followers_url": "https://api.github.com/users/odellus/followers", ... | value:MDU6SXNzdWU4NjE5MDQzMDY= | true | ||||||||
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- **Name:** StrategyQA
- **Description:** open-domain QA [(project page)](https://allenai.org/data/strategyqa)
- **Paper:** [url](https://arxiv.org/pdf/2101.02235.pdf)
- **Data:** [here](https://allenai.org/data/strategyqa)
- **Motivation:** uniquely-formulated dataset th... | value:https://api.github.com/repos/huggingface/datasets/issues/2236 | json:[] | value:2236 | value:Request to add StrategyQA dataset | value:861388145 | 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/2236/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/2236/events | value:2021-04-19T14:46:26Z | value:https://api.github.com/repos/huggingface/datasets/issues/2236/labels{/name} | json:[] | value:NONE | value:2021-04-19T14:46:26Z | json:{"login": "sarahwie", "id": 8027676, "node_id": "MDQ6VXNlcjgwMjc2NzY=", "avatar_url": "https://avatars.githubusercontent.com/u/8027676?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sarahwie", "html_url": "https://github.com/sarahwie", "followers_url": "https://api.github.com/users/sarahwie/follower... | value:MDU6SXNzdWU4NjEzODgxNDU= | true | |||||||||||
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The `xnli` dataset yields a tuple key in case of `ar` which is inconsistant with the acceptable key types (str/int).
The key was thus ported to `str` keeping the original information intact. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2233 | json:[] | value:2233 | value:Fix `xnli` dataset tuple key | value:860097084 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2233/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/2233", "html_url": "https://github.com/huggingface/datasets/pull/2233", "diff_url": "https://github.com/huggingface/datasets/pull/2233.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2233.patch", "merged_at": "2021-04-19T08:56:42Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2233/events | value:2021-04-16T19:12:42Z | value:https://api.github.com/repos/huggingface/datasets/issues/2233/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-19T08:56:42Z | json:{"login": "NikhilBartwal", "id": 42388668, "node_id": "MDQ6VXNlcjQyMzg4NjY4", "avatar_url": "https://avatars.githubusercontent.com/u/42388668?v=4", "gravatar_id": "", "url": "https://api.github.com/users/NikhilBartwal", "html_url": "https://github.com/NikhilBartwal", "followers_url": "https://api.github.com/users/... | value:MDExOlB1bGxSZXF1ZXN0NjE3MDYwMTkw | true | |||||||||
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I added the descriptions (mainly from TFDS since the script is the same), and I also added the tasks tags as well as examples for a subset of the tasks.
cc @sgugger | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2232 | json:[] | value:2232 | value:Start filling GLUE dataset card | value:860075931 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2232/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/2232", "html_url": "https://github.com/huggingface/datasets/pull/2232", "diff_url": "https://github.com/huggingface/datasets/pull/2232.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2232.patch", "merged_at": "2021-04-21T09:33:08Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2232/events | value:2021-04-16T18:37:37Z | value:https://api.github.com/repos/huggingface/datasets/issues/2232/labels{/name} | json:[] | value:MEMBER | value:2021-04-21T09:33:09Z | 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:MDExOlB1bGxSZXF1ZXN0NjE3MDQyNTI4 | true | |||||||||
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The `remove_columns` argument was ignored on formatted datasets | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2231 | json:[] | value:2231 | value:Fix map when removing columns on a formatted dataset | value:859850488 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2231/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/2231", "html_url": "https://github.com/huggingface/datasets/pull/2231", "diff_url": "https://github.com/huggingface/datasets/pull/2231.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2231.patch", "merged_at": "2021-04-16T15:10:04Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2231/events | value:2021-04-16T14:08:55Z | value:https://api.github.com/repos/huggingface/datasets/issues/2231/labels{/name} | json:[] | value:MEMBER | value:2021-04-16T15:10:05Z | 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:MDExOlB1bGxSZXF1ZXN0NjE2ODYyNTEx | true | |||||||||
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Currently, the keys are not being checked for any of these, as evident from `xnli' dataset generation:
... | value:https://api.github.com/repos/huggingface/datasets/issues/2230 | json:[] | value:2230 | value:Keys yielded while generating dataset are not being checked | value:859817159 | 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/2230/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/2230/events | value:2021-04-16T13:29:47Z | value:https://api.github.com/repos/huggingface/datasets/issues/2230/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-05-10T17:31:21Z | json:{"login": "NikhilBartwal", "id": 42388668, "node_id": "MDQ6VXNlcjQyMzg4NjY4", "avatar_url": "https://avatars.githubusercontent.com/u/42388668?v=4", "gravatar_id": "", "url": "https://api.github.com/users/NikhilBartwal", "html_url": "https://github.com/NikhilBartwal", "followers_url": "https://api.github.com/users/... | value:MDU6SXNzdWU4NTk4MTcxNTk= | true | ||||||||
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https://github.com/huggingface/datasets/blob/56346791aed417306d054d89bd693d6b7eab17f7/datasets/xnli/xnli.py... | value:https://api.github.com/repos/huggingface/datasets/issues/2229 | json:[] | value:2229 | value:`xnli` dataset creating a tuple key while yielding instead of `str` or `int` | value:859810602 | 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/2229/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/2229/events | value:2021-04-16T13:21:53Z | value:https://api.github.com/repos/huggingface/datasets/issues/2229/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-19T08:56:42Z | json:{"login": "NikhilBartwal", "id": 42388668, "node_id": "MDQ6VXNlcjQyMzg4NjY4", "avatar_url": "https://avatars.githubusercontent.com/u/42388668?v=4", "gravatar_id": "", "url": "https://api.github.com/users/NikhilBartwal", "html_url": "https://github.com/NikhilBartwal", "followers_url": "https://api.github.com/users/... | value:MDU6SXNzdWU4NTk4MTA2MDI= | true | ||||||||
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Since offset are not stored anymore, the file size is now roughly equal to the actual data size. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2228 | json:[] | value:2228 | value:[WIP] Add ArrayXD support for fixed size list. | value:859795563 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2228/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/2228", "html_url": "https://github.com/huggingface/datasets/pull/2228", "diff_url": "https://github.com/huggingface/datasets/pull/2228.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2228.patch", "merged_at": null} | value:https://api.github.com/repos/huggingface/datasets/issues/2228/events | value:2021-04-16T13:04:08Z | value:https://api.github.com/repos/huggingface/datasets/issues/2228/labels{/name} | json:[] | value:NONE | value:2022-07-06T15:19:48Z | json:{"login": "jblemoine", "id": 22685854, "node_id": "MDQ6VXNlcjIyNjg1ODU0", "avatar_url": "https://avatars.githubusercontent.com/u/22685854?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jblemoine", "html_url": "https://github.com/jblemoine", "followers_url": "https://api.github.com/users/jblemoine/fo... | value:MDExOlB1bGxSZXF1ZXN0NjE2ODE2MTQz | true | |||||||||||
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value:2022-10-05T17:32:15Z | value:https://api.github.com/repos/huggingface/datasets/issues/2226/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:3 | value:https://api.github.com/repos/huggingface/datasets | 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:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2226 | 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:https://api.github.com/repos/huggingface/datasets/issues/2226/comments | value:Hi @lhoestq ,
I'm hijacking this issue, because I'm currently trying to do the approach you recommend:
> Currently the optimal setup for single-column computations is probably to do something like
>
> ```python
> result = dataset.map(f, input_columns="my_col", remove_columns=dataset.column_names)
> ```... | value:https://api.github.com/repos/huggingface/datasets/issues/2226 | json:[] | value:2226 | value:Batched map fails when removing all columns | value:859720302 | 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/2226/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/2226/events | value:2021-04-16T11:17:01Z | value:https://api.github.com/repos/huggingface/datasets/issues/2226/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:2022-10-05T17:32:15Z | 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:MDU6SXNzdWU4NTk3MjAzMDI= | true | |||||||
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Linked to discussion in #2220. | value:https://api.github.com/repos/huggingface/datasets/issues/2224 | json:[] | value:2224 | value:Raise error if Windows max path length is not disabled | value:857983361 | 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/2224/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/2224/events | value:2021-04-14T14:57:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/2224/labels{/name} | json:[] | value:MEMBER | value:2021-04-14T14:59:13Z | 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:MDU6SXNzdWU4NTc5ODMzNjE= | true | |||||||||||
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This PR monkey-patches the config to set the cache directory within the temporary test directory, avoiding side effects. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2223 | json:[] | value:2223 | value:Set test cache config | value:857870800 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2223/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/2223", "html_url": "https://github.com/huggingface/datasets/pull/2223", "diff_url": "https://github.com/huggingface/datasets/pull/2223.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2223.patch", "merged_at": "2021-04-15T19:11:25Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2223/events | value:2021-04-14T12:55:24Z | value:https://api.github.com/repos/huggingface/datasets/issues/2223/labels{/name} | json:[] | value:MEMBER | value:2021-04-15T19:11:25Z | 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:MDExOlB1bGxSZXF1ZXN0NjE1MjE4MDIz | true | |||||||||
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Nigerian English, Chilean Spanish, Columbian Spanish, Peruvian Spanish, Puerto Rico Spanish, Venezuelan Spanish, Basque, Galician, Gujarati and Kannada. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2221 | json:[] | value:2221 | value:Add SLR70 - SLR80 and SLR86 to OpenSLR dataset | value:857833770 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2221/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/2221", "html_url": "https://github.com/huggingface/datasets/pull/2221", "diff_url": "https://github.com/huggingface/datasets/pull/2221.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2221.patch", "merged_at": "2021-04-14T13:50:19Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2221/events | value:2021-04-14T12:09:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/2221/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-14T13:50:19Z | json:{"login": "cahya-wirawan", "id": 7669893, "node_id": "MDQ6VXNlcjc2Njk4OTM=", "avatar_url": "https://avatars.githubusercontent.com/u/7669893?v=4", "gravatar_id": "", "url": "https://api.github.com/users/cahya-wirawan", "html_url": "https://github.com/cahya-wirawan", "followers_url": "https://api.github.com/users/ca... | value:MDExOlB1bGxSZXF1ZXN0NjE1MTg4MTE5 | true | |||||||||
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Working on README.md currently.
Closes #2084 and [#1](https://github.com/TheAtticusProject/cuad/issues/1). | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2219 | json:[] | value:2219 | value:Added CUAD dataset | value:857321242 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2219/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/2219", "html_url": "https://github.com/huggingface/datasets/pull/2219", "diff_url": "https://github.com/huggingface/datasets/pull/2219.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2219.patch", "merged_at": "2021-04-16T08:50:44Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2219/events | value:2021-04-13T21:05:03Z | value:https://api.github.com/repos/huggingface/datasets/issues/2219/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-24T14:25:51Z | 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:MDExOlB1bGxSZXF1ZXN0NjE0NzYxMzA3 | true | |||||||||
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```
>>> import datasets
>>> dataset = datasets.load_dataset('lama')
No config specified, defaulting to: lama/trex
Reusing dataset lama (/home/anam/.cache/huggingface/datasets/lama/trex/1.1.0/97deffae13eca0a18e77dfb3960bb31741e973... | value:https://api.github.com/repos/huggingface/datasets/issues/2218 | json:[] | value:2218 | value:Duplicates in the LAMA dataset | value:857238435 | 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/2218/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/2218/events | value:2021-04-13T18:59:49Z | value:https://api.github.com/repos/huggingface/datasets/issues/2218/labels{/name} | json:[] | value:NONE | value:2026-05-22T07:10:27Z | json:{"login": "amarasovic", "id": 7276193, "node_id": "MDQ6VXNlcjcyNzYxOTM=", "avatar_url": "https://avatars.githubusercontent.com/u/7276193?v=4", "gravatar_id": "", "url": "https://api.github.com/users/amarasovic", "html_url": "https://github.com/amarasovic", "followers_url": "https://api.github.com/users/amarasovic/... | value:MDU6SXNzdWU4NTcyMzg0MzU= | true | |||||||||||
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Before it was formatted like
```python
[{"filename": "path/to/file.arrow", "start": 0, "end": 1337}]
```
and it was changed to
```python
["path/to/file.arrow"]
```
since there's no start/end offsets available anymore.
To make this less breaking, I'm s... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2217 | json:[] | value:2217 | value:Revert breaking change in cache_files property | value:857011314 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2217/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/2217", "html_url": "https://github.com/huggingface/datasets/pull/2217", "diff_url": "https://github.com/huggingface/datasets/pull/2217.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2217.patch", "merged_at": "2021-04-14T14:24:23Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2217/events | value:2021-04-13T14:20:04Z | value:https://api.github.com/repos/huggingface/datasets/issues/2217/labels{/name} | json:[] | value:MEMBER | value:2021-04-14T14:24:24Z | 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:MDExOlB1bGxSZXF1ZXN0NjE0NTAxNjIz | true | |||||||||
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```python
>>> from datasets import load_metric
>>> metric = load_metric("glue", "sst2")
Traceback (most recent call last):
File... | value:https://api.github.com/repos/huggingface/datasets/issues/2214 | json:[] | value:2214 | value:load_metric error: module 'datasets.utils.file_utils' has no attribute 'add_start_docstrings' | value:856333657 | 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/2214/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/2214/events | value:2021-04-12T20:26:01Z | value:https://api.github.com/repos/huggingface/datasets/issues/2214/labels{/name} | json:[] | value:NONE | value:2021-04-23T15:20:02Z | json:{"login": "nsaphra", "id": 414788, "node_id": "MDQ6VXNlcjQxNDc4OA==", "avatar_url": "https://avatars.githubusercontent.com/u/414788?v=4", "gravatar_id": "", "url": "https://api.github.com/users/nsaphra", "html_url": "https://github.com/nsaphra", "followers_url": "https://api.github.com/users/nsaphra/followers", "f... | value:MDU6SXNzdWU4NTYzMzM2NTc= | true | ||||||||
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value:2023-10-03T16:09:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/2212/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:5 | value:https://api.github.com/repos/huggingface/datasets | 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:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2212 | value:https://api.github.com/repos/huggingface/datasets/issues/2212/comments | value:I'm trying to load the [fquad dataset](https://huggingface.co/datasets/fquad) by running:
```Python
fquad = load_dataset("fquad")
```
which produces the following error:
```
Using custom data configuration default
Downloading and preparing dataset fquad/default (download: 3.14 MiB, generated: 6.62... | value:https://api.github.com/repos/huggingface/datasets/issues/2212 | json:[] | value:2212 | value:Can't reach "https://storage.googleapis.com/illuin/fquad/train.json.zip" when trying to load fquad dataset | value:855999133 | 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/2212/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/2212/events | value:2021-04-12T13:49:56Z | value:https://api.github.com/repos/huggingface/datasets/issues/2212/labels{/name} | json:[] | value:NONE | value:2023-10-03T16:09:19Z | json:{"login": "hanss0n", "id": 21348833, "node_id": "MDQ6VXNlcjIxMzQ4ODMz", "avatar_url": "https://avatars.githubusercontent.com/u/21348833?v=4", "gravatar_id": "", "url": "https://api.github.com/users/hanss0n", "html_url": "https://github.com/hanss0n", "followers_url": "https://api.github.com/users/hanss0n/followers"... | value:MDU6SXNzdWU4NTU5OTkxMzM= | true | ||||||||
value:2021-04-14T13:42:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/2211/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | 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:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2211 | value:https://api.github.com/repos/huggingface/datasets/issues/2211/comments | value:I'm having issues loading the [lc_quad](https://huggingface.co/datasets/fquad) dataset by running:
```Python
lc_quad = load_dataset("lc_quad")
```
which is giving me the following error:
```
Using custom data configuration default
Downloading and preparing dataset lc_quad/default (download: 3.69 M... | value:https://api.github.com/repos/huggingface/datasets/issues/2211 | json:[] | value:2211 | value:Getting checksum error when trying to load lc_quad dataset | value:855988410 | 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/2211/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/2211/events | value:2021-04-12T13:38:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/2211/labels{/name} | json:[] | value:NONE | value:2021-04-14T13:42:25Z | json:{"login": "hanss0n", "id": 21348833, "node_id": "MDQ6VXNlcjIxMzQ4ODMz", "avatar_url": "https://avatars.githubusercontent.com/u/21348833?v=4", "gravatar_id": "", "url": "https://api.github.com/users/hanss0n", "html_url": "https://github.com/hanss0n", "followers_url": "https://api.github.com/users/hanss0n/followers"... | value:MDU6SXNzdWU4NTU5ODg0MTA= | true | ||||||||
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When I use datasets with 600GB data, the dataloading speed increases significantly.
I am experimenting with two datasets, and one is about 60GB and the other 600GB.
Simply speaking, my code uses `datasets.set_format("torch")` function and let pytorch-lightning handle ddp training.
When looking at the p... | value:https://api.github.com/repos/huggingface/datasets/issues/2210 | json:[] | value:2210 | value:dataloading slow when using HUGE dataset | value:855709400 | 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/2210/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/2210/events | value:2021-04-12T08:33:02Z | value:https://api.github.com/repos/huggingface/datasets/issues/2210/labels{/name} | json:[] | value:NONE | value:2021-04-13T02:03:05Z | json:{"login": "hwijeen", "id": 29157715, "node_id": "MDQ6VXNlcjI5MTU3NzE1", "avatar_url": "https://avatars.githubusercontent.com/u/29157715?v=4", "gravatar_id": "", "url": "https://api.github.com/users/hwijeen", "html_url": "https://github.com/hwijeen", "followers_url": "https://api.github.com/users/hwijeen/followers"... | value:MDU6SXNzdWU4NTU3MDk0MDA= | true | ||||||||
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This was already done in `transformers`. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2209 | json:[] | value:2209 | value:Add code of conduct to the project | value:855638232 | json:[{"id": 1935892861, "node_id": "MDU6TGFiZWwxOTM1ODkyODYx", "url": "https://api.github.com/repos/huggingface/datasets/labels/documentation", "name": "documentation", "color": "0075ca", "default": true, "description": "Improvements or additions to documentation", "archived_at": null, "archived_by": null}] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2209/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/2209", "html_url": "https://github.com/huggingface/datasets/pull/2209", "diff_url": "https://github.com/huggingface/datasets/pull/2209.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2209.patch", "merged_at": "2021-04-12T17:55:52Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2209/events | value:2021-04-12T07:16:14Z | value:https://api.github.com/repos/huggingface/datasets/issues/2209/labels{/name} | json:[] | value:MEMBER | value:2021-04-12T17:55:52Z | 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:MDExOlB1bGxSZXF1ZXN0NjEzMzQwMTI2 | true | |||||||||
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For accessing the labels one can type
```
>>> a.features['label']
ClassLabel(num_classes=3, names=['entailment', 'neutral', 'contradiction'], names_file=None, id=None)
```
The labels however are not consistent with the actual labels sometimes, for instance in case of XNLI, the actual labels are 0,1,2, b... | value:https://api.github.com/repos/huggingface/datasets/issues/2207 | json:[] | value:2207 | value:making labels consistent across the datasets | value:855267383 | 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/2207/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/2207/events | value:2021-04-11T10:03:56Z | value:https://api.github.com/repos/huggingface/datasets/issues/2207/labels{/name} | json:[] | value:NONE | value:2022-06-01T16:23:08Z | json:{"login": "dorost1234", "id": 79165106, "node_id": "MDQ6VXNlcjc5MTY1MTA2", "avatar_url": "https://avatars.githubusercontent.com/u/79165106?v=4", "gravatar_id": "", "url": "https://api.github.com/users/dorost1234", "html_url": "https://github.com/dorost1234", "followers_url": "https://api.github.com/users/dorost123... | value:MDU6SXNzdWU4NTUyNjczODM= | true | ||||||||
value:2021-11-10T12:04:28Z | value:https://api.github.com/repos/huggingface/datasets/issues/2206/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:7 | 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/2206 | value:https://api.github.com/repos/huggingface/datasets/issues/2206/comments | value:I added five more special tokens into the GPT2 tokenizer. But after that, when I try to pre-process the data using my previous code, I got an error shown below:
Traceback (most recent call last):
File "/home/xuyan/anaconda3/envs/convqa/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1687, in _m... | value:https://api.github.com/repos/huggingface/datasets/issues/2206 | json:[] | value:2206 | value:Got pyarrow error when loading a dataset while adding special tokens into the tokenizer | value:855252415 | 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/2206/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/2206/events | value:2021-04-11T08:40:09Z | value:https://api.github.com/repos/huggingface/datasets/issues/2206/labels{/name} | json:[] | value:NONE | value:2021-11-10T12:18:30Z | json:{"login": "yana-xuyan", "id": 38536635, "node_id": "MDQ6VXNlcjM4NTM2NjM1", "avatar_url": "https://avatars.githubusercontent.com/u/38536635?v=4", "gravatar_id": "", "url": "https://api.github.com/users/yana-xuyan", "html_url": "https://github.com/yana-xuyan", "followers_url": "https://api.github.com/users/yana-xuya... | value:MDU6SXNzdWU4NTUyNTI0MTU= | true | ||||||||
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I just updated the citation information in this PR. It had an additional bibtex from one of the datasets used in LinCE and then the LinCE bibtex. I removed the former and added a link that shows the full list of citations for each dataset.
Thanks! | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2205 | json:[] | value:2205 | value:Updating citation information on LinCE readme | value:855207605 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2205/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/2205", "html_url": "https://github.com/huggingface/datasets/pull/2205", "diff_url": "https://github.com/huggingface/datasets/pull/2205.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2205.patch", "merged_at": "2021-04-12T17:53:34Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2205/events | value:2021-04-11T03:18:05Z | value:https://api.github.com/repos/huggingface/datasets/issues/2205/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-12T17:53:34Z | json:{"login": "gaguilar", "id": 5833357, "node_id": "MDQ6VXNlcjU4MzMzNTc=", "avatar_url": "https://avatars.githubusercontent.com/u/5833357?v=4", "gravatar_id": "", "url": "https://api.github.com/users/gaguilar", "html_url": "https://github.com/gaguilar", "followers_url": "https://api.github.com/users/gaguilar/follower... | value:MDExOlB1bGxSZXF1ZXN0NjEzMDAwMzYw | true | |||||||||
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Adds options to use strict mode, different schemes of evaluation, sample weight and adjust zero_division behavior, if encountered.
`seqeval` provides schemes as objects, hence dynamic import from string, to avoid making the user do the import (thanks to @albertvillanova for the `importlib` idea)... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2204 | json:[] | value:2204 | value:Add configurable options to `seqeval` metric | value:855144431 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2204/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/2204", "html_url": "https://github.com/huggingface/datasets/pull/2204", "diff_url": "https://github.com/huggingface/datasets/pull/2204.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2204.patch", "merged_at": "2021-04-15T13:49:46Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2204/events | value:2021-04-10T19:58:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/2204/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-15T13:49:46Z | json:{"login": "marrodion", "id": 44571847, "node_id": "MDQ6VXNlcjQ0NTcxODQ3", "avatar_url": "https://avatars.githubusercontent.com/u/44571847?v=4", "gravatar_id": "", "url": "https://api.github.com/users/marrodion", "html_url": "https://github.com/marrodion", "followers_url": "https://api.github.com/users/marrodion/fo... | value:MDExOlB1bGxSZXF1ZXN0NjEyOTU1MzM2 | true | |||||||||
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Update the docstring of `load_dataset` to create cross-reference links to the classes.
Related to #2187. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2202 | json:[] | value:2202 | value:Add classes GenerateMode, DownloadConfig and Version to the documentation | value:854501109 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2202/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/2202", "html_url": "https://github.com/huggingface/datasets/pull/2202", "diff_url": "https://github.com/huggingface/datasets/pull/2202.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2202.patch", "merged_at": "2021-04-12T17:57:59Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2202/events | value:2021-04-09T12:58:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/2202/labels{/name} | json:[] | value:MEMBER | value:2021-04-12T17:58:00Z | 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:MDExOlB1bGxSZXF1ZXN0NjEyNDM2ODMx | true | |||||||||
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The CSV builder is an ArrowBasedBuilder that had an issue with its ArrowWriter used to write the arrow file from the csv data.
The writer wasn't initialized with the features passed by the user. Therefore the writer was inferring the ... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2201 | json:[] | value:2201 | value:Fix ArrowWriter overwriting features in ArrowBasedBuilder | value:854499563 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2201/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/2201", "html_url": "https://github.com/huggingface/datasets/pull/2201", "diff_url": "https://github.com/huggingface/datasets/pull/2201.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2201.patch", "merged_at": "2021-04-12T13:32:16Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2201/events | value:2021-04-09T12:56:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/2201/labels{/name} | json:[] | value:MEMBER | value:2021-04-12T13:32:17Z | 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:MDExOlB1bGxSZXF1ZXN0NjEyNDM1NTE3 | true | |||||||||
value:2021-06-04T10:37:35Z | value:https://api.github.com/repos/huggingface/datasets/issues/2200/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | 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:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2200 | 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:https://api.github.com/repos/huggingface/datasets/issues/2200/comments | value:Hi, here is my issue:
I initialized a Csv datasetbuilder with specific features:
```
def get_dataset_features(data_args):
features = {}
if data_args.text_features:
features.update({text_feature: hf_features.Value("string") for text_feature in data_args.text_features.strip().split(",")})
... | value:https://api.github.com/repos/huggingface/datasets/issues/2200 | json:[] | value:2200 | value:_prepare_split will overwrite DatasetBuilder.info.features | value:854449656 | 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/2200/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/2200/events | value:2021-04-09T11:47:13Z | value:https://api.github.com/repos/huggingface/datasets/issues/2200/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:2021-06-04T10:37:35Z | json:{"login": "Gforky", "id": 4157614, "node_id": "MDQ6VXNlcjQxNTc2MTQ=", "avatar_url": "https://avatars.githubusercontent.com/u/4157614?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Gforky", "html_url": "https://github.com/Gforky", "followers_url": "https://api.github.com/users/Gforky/followers", "fol... | value:MDU6SXNzdWU4NTQ0NDk2NTY= | true | |||||||
value:2021-04-09T15:57:05Z | value:https://api.github.com/repos/huggingface/datasets/issues/2199/timeline | value:3 | 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/2199 | value:https://api.github.com/repos/huggingface/datasets/issues/2199/comments | value:Fix backward compatibility when loading from disk an old dataset saved to disk with indices using key "_indices_data_files".
Related to #2195. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2199 | json:[] | value:2199 | value:Fix backward compatibility in Dataset.load_from_disk | value:854417318 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2199/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/2199", "html_url": "https://github.com/huggingface/datasets/pull/2199", "diff_url": "https://github.com/huggingface/datasets/pull/2199.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2199.patch", "merged_at": "2021-04-09T15:57:05Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2199/events | value:2021-04-09T11:01:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/2199/labels{/name} | json:[] | value:MEMBER | value:2021-04-09T15:57:05Z | 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:MDExOlB1bGxSZXF1ZXN0NjEyMzY0ODU3 | true | |||||||||
value:2021-04-16T14:11:46Z | value:https://api.github.com/repos/huggingface/datasets/issues/2198/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/2198 | value:https://api.github.com/repos/huggingface/datasets/issues/2198/comments | value:As discussed in #2065 I've added `file_permission` argument in `load_dataset`.
Added mainly 2 things here:
1) Permission of downloaded datasets when converted to .arrow files can be changed with argument `file_permission` argument in `load_dataset` (default is 0o644 only)
2) Incase the user uses `map` late... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2198 | json:[] | value:2198 | value:added file_permission in load_dataset | value:854357481 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2198/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/2198", "html_url": "https://github.com/huggingface/datasets/pull/2198", "diff_url": "https://github.com/huggingface/datasets/pull/2198.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2198.patch", "merged_at": null} | value:https://api.github.com/repos/huggingface/datasets/issues/2198/events | value:2021-04-09T09:39:06Z | value:https://api.github.com/repos/huggingface/datasets/issues/2198/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-16T14:11:46Z | 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:MDExOlB1bGxSZXF1ZXN0NjEyMzE0MTIz | true | |||||||||
value:2021-04-09T09:54:39Z | value:https://api.github.com/repos/huggingface/datasets/issues/2197/timeline | 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:closed | value:https://github.com/huggingface/datasets/pull/2197 | value:https://api.github.com/repos/huggingface/datasets/issues/2197/comments | value:This should fix #2195
`load_from_disk` was failing if there was no "_indices_files" field in state.json. This can happen if the dataset has no indices mapping | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2197 | json:[] | value:2197 | value:fix missing indices_files in load_form_disk | value:854356559 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2197/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/2197", "html_url": "https://github.com/huggingface/datasets/pull/2197", "diff_url": "https://github.com/huggingface/datasets/pull/2197.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2197.patch", "merged_at": "2021-04-09T09:54:39Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2197/events | value:2021-04-09T09:37:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/2197/labels{/name} | json:[] | value:MEMBER | value:2021-04-09T09:54:40Z | 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:MDExOlB1bGxSZXF1ZXN0NjEyMzEzMzQw | true | |||||||||
value:2021-04-12T05:25:29Z | value:https://api.github.com/repos/huggingface/datasets/issues/2196/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:3 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "hwijeen", "id": 29157715, "node_id": "MDQ6VXNlcjI5MTU3NzE1", "avatar_url": "https://avatars.githubusercontent.com/u/29157715?v=4", "gravatar_id": "", "url": "https://api.github.com/users/hwijeen", "html_url": "https://github.com/hwijeen", "followers_url": "https://api.github.com/users/hwijeen/followers"... | value:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2196 | value:https://api.github.com/repos/huggingface/datasets/issues/2196/comments | value:Hi,
I am using datasets to load large json file of 587G.
I checked the cached folder and found that there are two arrow files created:
* `cache-ed205e500a7dc44c.arrow` - 355G
* `json-train.arrow` - 582G
Why is the first file created?
If I delete it, would I still be able to `load_from_disk`? | value:https://api.github.com/repos/huggingface/datasets/issues/2196 | json:[] | value:2196 | value:`load_dataset` caches two arrow files? | value:854126114 | json:[{"id": 1935892912, "node_id": "MDU6TGFiZWwxOTM1ODkyOTEy", "url": "https://api.github.com/repos/huggingface/datasets/labels/question", "name": "question", "color": "d876e3", "default": true, "description": "Further information is requested", "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/2196/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/2196/events | value:2021-04-09T03:49:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/2196/labels{/name} | json:[] | value:NONE | value:2021-04-12T05:25:29Z | json:{"login": "hwijeen", "id": 29157715, "node_id": "MDQ6VXNlcjI5MTU3NzE1", "avatar_url": "https://avatars.githubusercontent.com/u/29157715?v=4", "gravatar_id": "", "url": "https://api.github.com/users/hwijeen", "html_url": "https://github.com/hwijeen", "followers_url": "https://api.github.com/users/hwijeen/followers"... | value:MDU6SXNzdWU4NTQxMjYxMTQ= | true | ||||||||
value:2021-04-09T09:54:39Z | value:https://api.github.com/repos/huggingface/datasets/issues/2195/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | 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:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2195 | value:https://api.github.com/repos/huggingface/datasets/issues/2195/comments | value:After pulling the latest master, I'm getting a crash when `load_from_disk` tries to load my local dataset.
Trace:
```
Traceback (most recent call last):
File "load_data.py", line 11, in <module>
dataset = load_from_disk(SRC)
File "/opt/conda/envs/py38/lib/python3.8/site-packages/datasets/load.py",... | value:https://api.github.com/repos/huggingface/datasets/issues/2195 | json:[] | value:2195 | value:KeyError: '_indices_files' in `arrow_dataset.py` | value:854070194 | 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/2195/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/2195/events | value:2021-04-09T01:37:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/2195/labels{/name} | json:[] | value:NONE | value:2021-04-09T09:55:09Z | json:{"login": "samsontmr", "id": 15007950, "node_id": "MDQ6VXNlcjE1MDA3OTUw", "avatar_url": "https://avatars.githubusercontent.com/u/15007950?v=4", "gravatar_id": "", "url": "https://api.github.com/users/samsontmr", "html_url": "https://github.com/samsontmr", "followers_url": "https://api.github.com/users/samsontmr/fo... | value:MDU6SXNzdWU4NTQwNzAxOTQ= | true | ||||||||
value:2021-04-09T01:52:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/2194/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:1 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "stas00", "id": 10676103, "node_id": "MDQ6VXNlcjEwNjc2MTAz", "avatar_url": "https://avatars.githubusercontent.com/u/10676103?v=4", "gravatar_id": "", "url": "https://api.github.com/users/stas00", "html_url": "https://github.com/stas00", "followers_url": "https://api.github.com/users/stas00/followers", "f... | value:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2194 | value:https://api.github.com/repos/huggingface/datasets/issues/2194/comments | value:While this works fine with py3.8, under py3.7, with a totally new conda env and transformers install:
```
git clone https://github.com/huggingface/transformers
cd transformers
pip install -e .[testing]
export BS=1; rm -rf /tmp/test-clm; PYTHONPATH=src USE_TF=0 CUDA_VISIBLE_DEVICES=0 python \
examples/la... | value:https://api.github.com/repos/huggingface/datasets/issues/2194 | json:[] | value:2194 | value:py3.7: TypeError: can't pickle _LazyModule objects | value:853909452 | 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/2194/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/2194/events | value:2021-04-08T21:02:48Z | value:https://api.github.com/repos/huggingface/datasets/issues/2194/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-09T16:56:50Z | json:{"login": "stas00", "id": 10676103, "node_id": "MDQ6VXNlcjEwNjc2MTAz", "avatar_url": "https://avatars.githubusercontent.com/u/10676103?v=4", "gravatar_id": "", "url": "https://api.github.com/users/stas00", "html_url": "https://github.com/stas00", "followers_url": "https://api.github.com/users/stas00/followers", "f... | value:MDU6SXNzdWU4NTM5MDk0NTI= | true | ||||||||
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I want to be able to _filter_ the dataset based on this `num_tokens` column, but even when I specify `inpu... | value:https://api.github.com/repos/huggingface/datasets/issues/2193 | json:[] | value:2193 | value:Filtering/mapping on one column is very slow | value:853725707 | json:[{"id": 1935892912, "node_id": "MDU6TGFiZWwxOTM1ODkyOTEy", "url": "https://api.github.com/repos/huggingface/datasets/labels/question", "name": "question", "color": "d876e3", "default": true, "description": "Further information is requested", "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/2193/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/2193/events | value:2021-04-08T18:16:14Z | value:https://api.github.com/repos/huggingface/datasets/issues/2193/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-26T16:13:59Z | json:{"login": "colinchivers", "id": 39116809, "node_id": "MDQ6VXNlcjM5MTE2ODA5", "avatar_url": "https://avatars.githubusercontent.com/u/39116809?v=4", "gravatar_id": "", "url": "https://api.github.com/users/colinchivers", "html_url": "https://github.com/colinchivers", "followers_url": "https://api.github.com/users/col... | value:MDU6SXNzdWU4NTM3MjU3MDc= | true | ||||||||
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The `packaging` dependency is also required for the build to complete. | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2192 | json:[] | value:2192 | value:Fix typo in huggingface hub | value:853547910 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2192/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/2192", "html_url": "https://github.com/huggingface/datasets/pull/2192", "diff_url": "https://github.com/huggingface/datasets/pull/2192.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2192.patch", "merged_at": "2021-04-08T15:47:40Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2192/events | value:2021-04-08T14:42:24Z | value:https://api.github.com/repos/huggingface/datasets/issues/2192/labels{/name} | json:[] | value:MEMBER | value:2021-04-08T15:47:41Z | json:{"login": "LysandreJik", "id": 30755778, "node_id": "MDQ6VXNlcjMwNzU1Nzc4", "avatar_url": "https://avatars.githubusercontent.com/u/30755778?v=4", "gravatar_id": "", "url": "https://api.github.com/users/LysandreJik", "html_url": "https://github.com/LysandreJik", "followers_url": "https://api.github.com/users/Lysand... | value:MDExOlB1bGxSZXF1ZXN0NjExNjE5NTY0 | true | |||||||||
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```
train_ds = load_dataset("news_commentary", "ar-en", split='train[:98%]')
val_ds = load_dataset("news_commentary", "ar-en", split='train[98%:]')
# filtering out examples ... | value:https://api.github.com/repos/huggingface/datasets/issues/2190 | json:[] | value:2190 | value:News_commentary Dataset Translation Pairs are of Incorrect Language Specified Pairs | value:853181564 | 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/2190/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/2190/events | value:2021-04-08T07:53:43Z | value:https://api.github.com/repos/huggingface/datasets/issues/2190/labels{/name} | json:[] | value:NONE | value:2021-05-24T10:03:55Z | json:{"login": "anassalamah", "id": 8571003, "node_id": "MDQ6VXNlcjg1NzEwMDM=", "avatar_url": "https://avatars.githubusercontent.com/u/8571003?v=4", "gravatar_id": "", "url": "https://api.github.com/users/anassalamah", "html_url": "https://github.com/anassalamah", "followers_url": "https://api.github.com/users/anassala... | value:MDU6SXNzdWU4NTMxODE1NjQ= | true | ||||||||
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@lhoestq
You can check by going through the following example,
```
from datasets import load_from_disk,concatenate_datasets
loaded_data=load_from_disk('/home/gsir059/HNSW-ori/my_knowledge_dataset')
n=20
kb_list=[loaded_data.shard(n, i, contiguous=True)... | value:https://api.github.com/repos/huggingface/datasets/issues/2189 | json:[] | value:2189 | value:save_to_disk doesn't work when we use concatenate_datasets function before creating the final dataset_object. | value:853052891 | 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/2189/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/2189/events | value:2021-04-08T04:42:53Z | value:https://api.github.com/repos/huggingface/datasets/issues/2189/labels{/name} | json:[] | value:NONE | value:2022-06-01T16:32:15Z | json:{"login": "shamanez", "id": 16892570, "node_id": "MDQ6VXNlcjE2ODkyNTcw", "avatar_url": "https://avatars.githubusercontent.com/u/16892570?v=4", "gravatar_id": "", "url": "https://api.github.com/users/shamanez", "html_url": "https://github.com/shamanez", "followers_url": "https://api.github.com/users/shamanez/follow... | value:MDU6SXNzdWU4NTMwNTI4OTE= | true | ||||||||
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Is this dataset corrupted?
**Code:**
timit = load_dataset("timit_asr")
print(*timit['train']['text'], sep='\n')
**Result:**
Would such an act of refusal be useful?
Would such an act of refusal be useful?
Would such an ... | value:https://api.github.com/repos/huggingface/datasets/issues/2188 | json:[] | value:2188 | value:Duplicate data in Timit dataset | value:853044166 | 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/2188/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/2188/events | value:2021-04-08T04:21:54Z | value:https://api.github.com/repos/huggingface/datasets/issues/2188/labels{/name} | json:[] | value:NONE | value:2021-04-08T12:13:19Z | json:{"login": "thanh-p", "id": 78190188, "node_id": "MDQ6VXNlcjc4MTkwMTg4", "avatar_url": "https://avatars.githubusercontent.com/u/78190188?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thanh-p", "html_url": "https://github.com/thanh-p", "followers_url": "https://api.github.com/users/thanh-p/followers"... | value:MDU6SXNzdWU4NTMwNDQxNjY= | true | ||||||||
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```
from datasets import set_caching_enabled
...
def main():
# disable caching in datasets
set_caching_enabled(False)
```
However, in my log files I see messages like the following:
```
04/07/2021 18:34:42 - WARNING - datasets... | value:https://api.github.com/repos/huggingface/datasets/issues/2187 | json:[] | value:2187 | value:Question (potential issue?) related to datasets caching | value:852939736 | json:[{"id": 1935892912, "node_id": "MDU6TGFiZWwxOTM1ODkyOTEy", "url": "https://api.github.com/repos/huggingface/datasets/labels/question", "name": "question", "color": "d876e3", "default": true, "description": "Further information is requested", "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/2187/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/2187/events | value:2021-04-08T00:16:28Z | value:https://api.github.com/repos/huggingface/datasets/issues/2187/labels{/name} | json:[] | value:NONE | value:2023-01-03T18:30:38Z | json:{"login": "ioana-blue", "id": 17202292, "node_id": "MDQ6VXNlcjE3MjAyMjky", "avatar_url": "https://avatars.githubusercontent.com/u/17202292?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ioana-blue", "html_url": "https://github.com/ioana-blue", "followers_url": "https://api.github.com/users/ioana-blu... | value:MDU6SXNzdWU4NTI5Mzk3MzY= | true | |||||||||||
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- remove extraneous fields in WikiAuto after https://github.com/huggingface/datasets/pull/2171 fixed the source
- add context and services to Schema Guided Dialog
- Add new or update challenge sets for MLSUM ES and DE, XSUM, and SGD | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2186 | json:[] | value:2186 | value:GEM: new challenge sets | value:852840819 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2186/reactions", "total_count": 1, "+1": 0, "-1": 0, "laugh": 0, "hooray": 1, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/2186", "html_url": "https://github.com/huggingface/datasets/pull/2186", "diff_url": "https://github.com/huggingface/datasets/pull/2186.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2186.patch", "merged_at": "2021-04-07T21:56:35Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2186/events | value:2021-04-07T21:39:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/2186/labels{/name} | json:[] | value:MEMBER | value:2021-04-07T21:56:35Z | 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:MDExOlB1bGxSZXF1ZXN0NjExMDMxNzE0 | true | |||||||||
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I have a question regarding distributed training and the `.map` call on a dataset.
I have a local dataset "my_custom_dataset" that I am loading with `datasets = load_from_disk(dataset_path=my_path)`.
`dataset` is then tokenized:
```python
datasets = load_from_disk(dataset_path=my_path)
[...]
def ... | value:https://api.github.com/repos/huggingface/datasets/issues/2185 | json:[] | value:2185 | value:.map() and distributed training | value:852684395 | 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/2185/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/2185/events | value:2021-04-07T18:22:14Z | value:https://api.github.com/repos/huggingface/datasets/issues/2185/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-10-23T07:11:15Z | json:{"login": "VictorSanh", "id": 16107619, "node_id": "MDQ6VXNlcjE2MTA3NjE5", "avatar_url": "https://avatars.githubusercontent.com/u/16107619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/VictorSanh", "html_url": "https://github.com/VictorSanh", "followers_url": "https://api.github.com/users/VictorSan... | value:MDU6SXNzdWU4NTI2ODQzOTU= | true | ||||||||
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I'm happy to discuss the API and internals! | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2184 | json:[] | value:2184 | value:Implementation of class_encode_column | value:852597258 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2184/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/2184", "html_url": "https://github.com/huggingface/datasets/pull/2184", "diff_url": "https://github.com/huggingface/datasets/pull/2184.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2184.patch", "merged_at": "2021-04-16T11:26:59Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2184/events | value:2021-04-07T16:47:43Z | value:https://api.github.com/repos/huggingface/datasets/issues/2184/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-16T11:44:37Z | json:{"login": "SBrandeis", "id": 33657802, "node_id": "MDQ6VXNlcjMzNjU3ODAy", "avatar_url": "https://avatars.githubusercontent.com/u/33657802?v=4", "gravatar_id": "", "url": "https://api.github.com/users/SBrandeis", "html_url": "https://github.com/SBrandeis", "followers_url": "https://api.github.com/users/SBrandeis/fo... | value:MDExOlB1bGxSZXF1ZXN0NjEwODIxMTc0 | true | |||||||||
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1. latest versions of `fsspec` require python>3.7 for async features
2. `s3fs` added a dependency on `aiobotocore`, which is not compatible with the `moto` s3 mock context manager
This PR fixes both issues, by pinning `fsspec` and `s3fs` for python 3.6, and by using `moto` ... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2183 | json:[] | value:2183 | value:Fix s3fs tests for py36 and py37+ | value:852518411 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2183/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/2183", "html_url": "https://github.com/huggingface/datasets/pull/2183", "diff_url": "https://github.com/huggingface/datasets/pull/2183.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2183.patch", "merged_at": "2021-04-08T08:54:44Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2183/events | value:2021-04-07T15:17:11Z | value:https://api.github.com/repos/huggingface/datasets/issues/2183/labels{/name} | json:[] | value:MEMBER | value:2021-04-08T08:54:45Z | 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:MDExOlB1bGxSZXF1ZXN0NjEwNzU3MjUz | true | |||||||||
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Close #2179.
TODO:
- [x] Add a section in the docs about this.
- ~Add a warning if someone tries to specify `cache_file_name=` in `map`, `filter` etc. on a dataset that is in memory, since the computation is not going t... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2182 | json:[] | value:2182 | value:Set default in-memory value depending on the dataset size | value:852384872 | 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}] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2182/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/2182", "html_url": "https://github.com/huggingface/datasets/pull/2182", "diff_url": "https://github.com/huggingface/datasets/pull/2182.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2182.patch", "merged_at": "2021-04-20T10:04:03Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2182/events | value:2021-04-07T13:00:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/2182/labels{/name} | json:[] | value:MEMBER | value:2021-04-20T14:20:12Z | 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/1", "html_url": "https://github.com/huggingface/datasets/milestone/1", "labels_url": "https://api.github.com/repos/huggingface/datasets/milestones/1/labels", "id": 6644198, "node_id": "MDk6TWlsZXN0b25lNjY0NDE5OA==", "number": 1, "title": "1.6", ... | value:MDExOlB1bGxSZXF1ZXN0NjEwNjQ2MDIy | true | ||||||||
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When loading a huge json file of 500GB, pyarrow complains as follows:
```
Traceback (most recent call last):
File "/home/user/.pyenv/versions/3.7.9/lib/python3.7/sit... | value:https://api.github.com/repos/huggingface/datasets/issues/2181 | json:[] | value:2181 | value:Error when loading a HUGE json file (pyarrow.lib.ArrowInvalid: straddling object straddles two block boundaries) | value:852261607 | 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/2181/reactions", "total_count": 3, "+1": 3, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | value:https://api.github.com/repos/huggingface/datasets/issues/2181/events | value:2021-04-07T10:26:46Z | value:https://api.github.com/repos/huggingface/datasets/issues/2181/labels{/name} | json:[] | value:NONE | value:2021-04-12T07:15:55Z | json:{"login": "hwijeen", "id": 29157715, "node_id": "MDQ6VXNlcjI5MTU3NzE1", "avatar_url": "https://avatars.githubusercontent.com/u/29157715?v=4", "gravatar_id": "", "url": "https://api.github.com/users/hwijeen", "html_url": "https://github.com/hwijeen", "followers_url": "https://api.github.com/users/hwijeen/followers"... | value:MDU6SXNzdWU4NTIyNjE2MDc= | true | ||||||||
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However this might not be necessary for small datasets. If a dataset is small enough, then it can be loaded in-memory and:
- its memory footprint would be small so it's ok
- in-memory computations/queries would be faster
- th... | value:https://api.github.com/repos/huggingface/datasets/issues/2179 | json:[] | value:2179 | value:Load small datasets in-memory instead of using memory map | value:852237957 | 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": 2067400324, "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/2179/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/2179/events | value:2021-04-07T09:58:16Z | value:https://api.github.com/repos/huggingface/datasets/issues/2179/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:2021-04-20T10:04:04Z | 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:MDU6SXNzdWU4NTIyMzc5NTc= | true | |||||||
value:2021-04-13T09:28:16Z | value:https://api.github.com/repos/huggingface/datasets/issues/2178/timeline | value:3 | 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/2178 | value:https://api.github.com/repos/huggingface/datasets/issues/2178/comments | value:The `cast` operation on a pyarrow Table may create new arrays in memory.
This is an issue since users expect memory mapped datasets to not fill up the RAM.
To fix that I used `map` to write a new arrow file on disk when cast is used.
To make things more convenient I introduced the `arrow` formatting of a dat... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2178 | json:[] | value:2178 | value:Fix cast memory usage by using map on subtables | value:852215058 | 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}] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2178/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/2178", "html_url": "https://github.com/huggingface/datasets/pull/2178", "diff_url": "https://github.com/huggingface/datasets/pull/2178.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2178.patch", "merged_at": "2021-04-13T09:28:16Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2178/events | value:2021-04-07T09:30:50Z | value:https://api.github.com/repos/huggingface/datasets/issues/2178/labels{/name} | json:[] | value:MEMBER | value:2021-04-20T14:20:44Z | 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/1", "html_url": "https://github.com/huggingface/datasets/milestone/1", "labels_url": "https://api.github.com/repos/huggingface/datasets/milestones/1/labels", "id": 6644198, "node_id": "MDk6TWlsZXN0b25lNjY0NDE5OA==", "number": 1, "title": "1.6", ... | value:MDExOlB1bGxSZXF1ZXN0NjEwNTA1Mjg1 | true | ||||||||
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I added OpenGraph/ Twitter Card support to the docs to create nice social thumbnails.
To be able to add these I needed to install `sphinx... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2177 | json:[] | value:2177 | value:add social thumbnial | value:852065307 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2177/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/2177", "html_url": "https://github.com/huggingface/datasets/pull/2177", "diff_url": "https://github.com/huggingface/datasets/pull/2177.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2177.patch", "merged_at": "2021-04-07T08:16:01Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2177/events | value:2021-04-07T06:40:06Z | value:https://api.github.com/repos/huggingface/datasets/issues/2177/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-07T08:16:01Z | json:{"login": "philschmid", "id": 32632186, "node_id": "MDQ6VXNlcjMyNjMyMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/32632186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/philschmid", "html_url": "https://github.com/philschmid", "followers_url": "https://api.github.com/users/philschmi... | value:MDExOlB1bGxSZXF1ZXN0NjEwMzc5MDYx | true | |||||||||
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In the docs for `cast`, it's noted that `For non-trivial conversion, e.g. string <-> ClassLabel you should use map() to update the Dataset.`
Would it be possible to have an example that demonstrates such a string <-> ClassLabel conversion using `map`? Thanks! | value:https://api.github.com/repos/huggingface/datasets/issues/2176 | json:[] | value:2176 | value:Converting a Value to a ClassLabel | value:851865795 | 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/2176/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/2176/events | value:2021-04-06T22:54:16Z | value:https://api.github.com/repos/huggingface/datasets/issues/2176/labels{/name} | json:[] | value:NONE | value:2022-06-01T16:31:49Z | json:{"login": "nelson-liu", "id": 7272031, "node_id": "MDQ6VXNlcjcyNzIwMzE=", "avatar_url": "https://avatars.githubusercontent.com/u/7272031?v=4", "gravatar_id": "", "url": "https://api.github.com/users/nelson-liu", "html_url": "https://github.com/nelson-liu", "followers_url": "https://api.github.com/users/nelson-liu/... | value:MDU6SXNzdWU4NTE4NjU3OTU= | true | ||||||||
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During the retrieval phase exactly in [this line of retrieval_rag.py](https://github.com/huggingface/transformers/blob/master/src/transformers/models/rag/retr... | value:https://api.github.com/repos/huggingface/datasets/issues/2175 | json:[] | value:2175 | value:dataset.search_batch() function outputs all -1 indices sometime. | value:851836096 | 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/2175/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/2175/events | value:2021-04-06T21:50:49Z | value:https://api.github.com/repos/huggingface/datasets/issues/2175/labels{/name} | json:[] | value:NONE | value:2021-04-16T12:21:16Z | json:{"login": "shamanez", "id": 16892570, "node_id": "MDQ6VXNlcjE2ODkyNTcw", "avatar_url": "https://avatars.githubusercontent.com/u/16892570?v=4", "gravatar_id": "", "url": "https://api.github.com/users/shamanez", "html_url": "https://github.com/shamanez", "followers_url": "https://api.github.com/users/shamanez/follow... | value:MDU6SXNzdWU4NTE4MzYwOTY= | true | ||||||||
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We had the same problem in Transformers and solved it by pinning docutils (a dep of ... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2174 | json:[] | value:2174 | value:Pin docutils for better doc | value:851383675 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2174/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/2174", "html_url": "https://github.com/huggingface/datasets/pull/2174", "diff_url": "https://github.com/huggingface/datasets/pull/2174.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2174.patch", "merged_at": "2021-04-06T12:55:53Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2174/events | value:2021-04-06T12:40:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/2174/labels{/name} | json:[] | value:CONTRIBUTOR | value:2021-04-06T12:55:53Z | json:{"login": "sgugger", "id": 35901082, "node_id": "MDQ6VXNlcjM1OTAxMDgy", "avatar_url": "https://avatars.githubusercontent.com/u/35901082?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sgugger", "html_url": "https://github.com/sgugger", "followers_url": "https://api.github.com/users/sgugger/followers"... | value:MDExOlB1bGxSZXF1ZXN0NjA5ODE2OTQ2 | true | |||||||||
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I'm pinning `fsspec` until this has been resolved | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2172 | json:[] | value:2172 | value:Pin fsspec lower than 0.9.0 | value:851229399 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2172/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/2172", "html_url": "https://github.com/huggingface/datasets/pull/2172", "diff_url": "https://github.com/huggingface/datasets/pull/2172.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2172.patch", "merged_at": "2021-04-06T09:49:26Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2172/events | value:2021-04-06T09:19:09Z | value:https://api.github.com/repos/huggingface/datasets/issues/2172/labels{/name} | json:[] | value:MEMBER | value:2021-04-06T09:49:27Z | 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:MDExOlB1bGxSZXF1ZXN0NjA5Njg4ODgx | true | |||||||||
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```
20201220/ 02-Feb-2021 01:36 -
20210101/ 21-Feb-2021 01:26 -
20210... | value:https://api.github.com/repos/huggingface/datasets/issues/2170 | json:[] | value:2170 | value:Wikipedia historic dumps are deleted but hf/datasets hardcodes dump date | value:850913228 | 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/2170/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/2170/events | value:2021-04-06T03:13:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/2170/labels{/name} | json:[] | value:NONE | value:2021-06-16T01:10:50Z | json:{"login": "leezu", "id": 946903, "node_id": "MDQ6VXNlcjk0NjkwMw==", "avatar_url": "https://avatars.githubusercontent.com/u/946903?v=4", "gravatar_id": "", "url": "https://api.github.com/users/leezu", "html_url": "https://github.com/leezu", "followers_url": "https://api.github.com/users/leezu/followers", "following... | value:MDU6SXNzdWU4NTA5MTMyMjg= | true | |||||||||||
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https://github.com/huggingface/datasets/issues/2078
| value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2169 | json:[] | value:2169 | value:Updated WER metric implementation to avoid memory issues | value:850456180 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2169/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/2169", "html_url": "https://github.com/huggingface/datasets/pull/2169", "diff_url": "https://github.com/huggingface/datasets/pull/2169.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2169.patch", "merged_at": null} | value:https://api.github.com/repos/huggingface/datasets/issues/2169/events | value:2021-04-05T15:43:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/2169/labels{/name} | json:[] | value:NONE | value:2021-04-06T15:02:58Z | json:{"login": "diego-fustes", "id": 5707233, "node_id": "MDQ6VXNlcjU3MDcyMzM=", "avatar_url": "https://avatars.githubusercontent.com/u/5707233?v=4", "gravatar_id": "", "url": "https://api.github.com/users/diego-fustes", "html_url": "https://github.com/diego-fustes", "followers_url": "https://api.github.com/users/diego... | value:MDExOlB1bGxSZXF1ZXN0NjA5MDI2ODUz | true | |||||||||
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Using `eval` is not ideal for security reasons (in web apps I assume), but without it the code would be much more complex IMO.
In terms of style, instead of explicitly importing a private member (`_RelativeInstruction`), we can add these imports at the top of the module:
```python
from . impo... | value:False | value:https://api.github.com/repos/huggingface/datasets/issues/2168 | json:[] | value:2168 | value:Preserve split type when realoding dataset | value:849957941 | json:[] | value:False | json:{"url": "https://api.github.com/repos/huggingface/datasets/issues/2168/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/2168", "html_url": "https://github.com/huggingface/datasets/pull/2168", "diff_url": "https://github.com/huggingface/datasets/pull/2168.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2168.patch", "merged_at": "2021-04-19T09:08:55Z"} | value:https://api.github.com/repos/huggingface/datasets/issues/2168/events | value:2021-04-04T20:46:21Z | value:https://api.github.com/repos/huggingface/datasets/issues/2168/labels{/name} | json:[] | value:COLLABORATOR | value:2021-04-19T10:57:05Z | 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:MDExOlB1bGxSZXF1ZXN0NjA4NjA4Nzg5 | true | |||||||||
value:2021-04-19T09:08:55Z | value:https://api.github.com/repos/huggingface/datasets/issues/2167/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/2167 | value:https://api.github.com/repos/huggingface/datasets/issues/2167/comments | value:A minimal reproducible example:
```python
>>> from datasets import load_dataset, Dataset
>>> dset = load_dataset("sst", split="train")
>>> dset.save_to_disk("sst")
>>> type(dset.split)
<class 'datasets.splits.NamedSplit'>
>>> dset = Dataset.load_from_disk("sst")
>>> type(dset.split) # NamedSplit expected... | value:https://api.github.com/repos/huggingface/datasets/issues/2167 | json:[] | value:2167 | value: Split type not preserved when reloading the dataset | value:849944891 | 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/2167/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/2167/events | value:2021-04-04T19:29:54Z | value:https://api.github.com/repos/huggingface/datasets/issues/2167/labels{/name} | json:[] | value:COLLABORATOR | value:2021-04-19T09:08:55Z | 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:MDU6SXNzdWU4NDk5NDQ4OTE= | true | ||||||||
value:2021-04-06T08:13:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/2166/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:2 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "vyraun", "id": 17217068, "node_id": "MDQ6VXNlcjE3MjE3MDY4", "avatar_url": "https://avatars.githubusercontent.com/u/17217068?v=4", "gravatar_id": "", "url": "https://api.github.com/users/vyraun", "html_url": "https://github.com/vyraun", "followers_url": "https://api.github.com/users/vyraun/followers", "f... | value:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2166 | value:https://api.github.com/repos/huggingface/datasets/issues/2166/comments | value:@yjernite Hi, are the test sets for the GEM datasets scheduled to be [added soon](https://gem-benchmark.com/shared_task)?
e.g.
```
from datasets import load_dataset
DATASET_NAME="common_gen"
data = load_dataset("gem", DATASET_NAME)
```
The test set doesn't have the target or references.
```
data... | value:https://api.github.com/repos/huggingface/datasets/issues/2166 | json:[] | value:2166 | value:Regarding Test Sets for the GEM datasets | value:849778545 | json:[{"id": 2067401494, "node_id": "MDU6TGFiZWwyMDY3NDAxNDk0", "url": "https://api.github.com/repos/huggingface/datasets/labels/Dataset%20discussion", "name": "Dataset discussion", "color": "72f99f", "default": false, "description": "Discussions on the datasets", "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/2166/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/2166/events | value:2021-04-04T02:02:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/2166/labels{/name} | json:[] | value:NONE | value:2021-04-06T08:13:12Z | json:{"login": "vyraun", "id": 17217068, "node_id": "MDQ6VXNlcjE3MjE3MDY4", "avatar_url": "https://avatars.githubusercontent.com/u/17217068?v=4", "gravatar_id": "", "url": "https://api.github.com/users/vyraun", "html_url": "https://github.com/vyraun", "followers_url": "https://api.github.com/users/vyraun/followers", "f... | value:MDU6SXNzdWU4NDk3Nzg1NDU= | true | ||||||||
value:2021-04-07T15:06:04Z | value:https://api.github.com/repos/huggingface/datasets/issues/2165/timeline | json:{"total": 0, "completed": 0, "percent_completed": 0} | value:7 | value:https://api.github.com/repos/huggingface/datasets | json:{"login": "y-rokutan", "id": 24562381, "node_id": "MDQ6VXNlcjI0NTYyMzgx", "avatar_url": "https://avatars.githubusercontent.com/u/24562381?v=4", "gravatar_id": "", "url": "https://api.github.com/users/y-rokutan", "html_url": "https://github.com/y-rokutan", "followers_url": "https://api.github.com/users/y-rokutan/fo... | value:completed | value:closed | value:https://github.com/huggingface/datasets/issues/2165 | value:https://api.github.com/repos/huggingface/datasets/issues/2165/comments | value:Hi,
I'm trying to pretraine deep-speed model using HF arxiv dataset like:
```
train_ds = nlp.load_dataset('scientific_papers', 'arxiv')
train_ds.set_format(
type="torch",
columns=["input_ids", "attention_mask", "global_attention_mask", "labels"],
)
engine, _, _, _ = deepspeed.initial... | value:https://api.github.com/repos/huggingface/datasets/issues/2165 | json:[] | value:2165 | value:How to convert datasets.arrow_dataset.Dataset to torch.utils.data.Dataset | value:849771665 | 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/2165/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/2165/events | value:2021-04-04T01:01:48Z | value:https://api.github.com/repos/huggingface/datasets/issues/2165/labels{/name} | json:[] | value:NONE | value:2021-08-24T15:55:35Z | json:{"login": "y-rokutan", "id": 24562381, "node_id": "MDQ6VXNlcjI0NTYyMzgx", "avatar_url": "https://avatars.githubusercontent.com/u/24562381?v=4", "gravatar_id": "", "url": "https://api.github.com/users/y-rokutan", "html_url": "https://github.com/y-rokutan", "followers_url": "https://api.github.com/users/y-rokutan/fo... | value:MDU6SXNzdWU4NDk3NzE2NjU= | true | ||||||||
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