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https://api.github.com/repos/huggingface/datasets/issues/5487 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5487/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5487/comments | https://api.github.com/repos/huggingface/datasets/issues/5487/events | https://github.com/huggingface/datasets/issues/5487 | 1,564,480,121 | I_kwDODunzps5dQBJ5 | 5,487 | Incorrect filepath for dill module | {'login': 'avivbrokman', 'id': 35349273, 'node_id': 'MDQ6VXNlcjM1MzQ5Mjcz', 'avatar_url': 'https://avatars.githubusercontent.com/u/35349273?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/avivbrokman', 'html_url': 'https://github.com/avivbrokman', 'followers_url': 'https://api.github.com/users/avivbrokman... | [] | open | false | null | [] | null | [
"Hi! The correct path is still `dill._dill.XXXX` in the latest release. What do you get when you run `python -c \"import dill; print(dill.__version__)\"` in your environment?",
"`0.3.6` I feel like that's bad news, because it's probably not the issue.\r\n\r\nMy mistake, about the wrong path guess. I think I did... | 2023-01-31T15:01:08Z | 2023-01-31T15:01:08Z | null | NONE | null | ### Describe the bug
I installed the `datasets` package and when I try to `import` it, I get the following error:
```
Traceback (most recent call last):
File "/var/folders/jt/zw5g74ln6tqfdzsl8tx378j00000gn/T/ipykernel_3805/3458380017.py", line 1, in <module>
import datasets
File "/Users/avivbrokman/... | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5487/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5487/timeline | null | null | null | null | false |
https://api.github.com/repos/huggingface/datasets/issues/5486 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5486/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5486/comments | https://api.github.com/repos/huggingface/datasets/issues/5486/events | https://github.com/huggingface/datasets/issues/5486 | 1,564,059,749 | I_kwDODunzps5dOahl | 5,486 | Adding `sep` to TextConfig | {'login': 'omar-araboghli', 'id': 29576434, 'node_id': 'MDQ6VXNlcjI5NTc2NDM0', 'avatar_url': 'https://avatars.githubusercontent.com/u/29576434?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/omar-araboghli', 'html_url': 'https://github.com/omar-araboghli', 'followers_url': 'https://api.github.com/users/om... | [] | open | false | null | [] | null | [
"Hi @omar-araboghli, thanks for your proposal.\r\n\r\nHave you tried to use \"csv\" loader instead of \"text\"? That already has a `sep` argument.",
"Hi @albertvillanova, thanks for the quick response!\r\n\r\nIndeed, I have been trying to use `csv` instead of `text`. However I am still not able to define range of... | 2023-01-31T10:39:53Z | 2023-01-31T14:50:18Z | null | NONE | null | I have a local a `.txt` file that follows the `CONLL2003` format which I need to load using `load_script`. However, by using `sample_by='line'`, one can only split the dataset into lines without splitting each line into columns. Would it be reasonable to add a `sep` argument in combination with `sample_by='paragraph'` ... | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5486/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5486/timeline | null | null | null | null | false |
https://api.github.com/repos/huggingface/datasets/issues/5485 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5485/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5485/comments | https://api.github.com/repos/huggingface/datasets/issues/5485/events | https://github.com/huggingface/datasets/pull/5485 | 1,563,002,829 | PR_kwDODunzps5I2ER2 | 5,485 | Add section in tutorial for IterableDataset | {'login': 'stevhliu', 'id': 59462357, 'node_id': 'MDQ6VXNlcjU5NDYyMzU3', 'avatar_url': 'https://avatars.githubusercontent.com/u/59462357?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/stevhliu', 'html_url': 'https://github.com/stevhliu', 'followers_url': 'https://api.github.com/users/stevhliu/followers',... | [] | open | false | null | [] | null | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-01-30T18:43:04Z | 2023-01-31T10:42:55Z | null | MEMBER | null | Introduces an `IterableDataset` and how to access it in the tutorial section. It also adds a brief next step section at the end to provide a path for users who want more explanation and a path for users who want something more practical and learn how to preprocess these dataset types. It'll complement the awesome new d... | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5485/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5485/timeline | null | null | false | {'url': 'https://api.github.com/repos/huggingface/datasets/pulls/5485', 'html_url': 'https://github.com/huggingface/datasets/pull/5485', 'diff_url': 'https://github.com/huggingface/datasets/pull/5485.diff', 'patch_url': 'https://github.com/huggingface/datasets/pull/5485.patch', 'merged_at': None} | true |
https://api.github.com/repos/huggingface/datasets/issues/5484 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5484/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5484/comments | https://api.github.com/repos/huggingface/datasets/issues/5484/events | https://github.com/huggingface/datasets/pull/5484 | 1,562,877,070 | PR_kwDODunzps5I1oaq | 5,484 | Update docs for `nyu_depth_v2` dataset | {'login': 'awsaf49', 'id': 36858976, 'node_id': 'MDQ6VXNlcjM2ODU4OTc2', 'avatar_url': 'https://avatars.githubusercontent.com/u/36858976?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/awsaf49', 'html_url': 'https://github.com/awsaf49', 'followers_url': 'https://api.github.com/users/awsaf49/followers', 'fo... | [] | open | false | null | [] | null | [
"I think I need to create another PR on https://huggingface.co/datasets/huggingface/documentation-images/tree/main/datasets for hosting the images there?",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5484). All of your documentation changes will be reflected on that endp... | 2023-01-30T17:37:08Z | 2023-01-31T14:40:24Z | null | NONE | null | This PR will fix the issue mentioned in #5461.
cc: @sayakpaul @lhoestq
| {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5484/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5484/timeline | null | null | false | {'url': 'https://api.github.com/repos/huggingface/datasets/pulls/5484', 'html_url': 'https://github.com/huggingface/datasets/pull/5484', 'diff_url': 'https://github.com/huggingface/datasets/pull/5484.diff', 'patch_url': 'https://github.com/huggingface/datasets/pull/5484.patch', 'merged_at': None} | true |
https://api.github.com/repos/huggingface/datasets/issues/5483 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5483/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5483/comments | https://api.github.com/repos/huggingface/datasets/issues/5483/events | https://github.com/huggingface/datasets/issues/5483 | 1,560,894,690 | I_kwDODunzps5dCVzi | 5,483 | Unable to upload dataset | {'login': 'yuvalkirstain', 'id': 57996478, 'node_id': 'MDQ6VXNlcjU3OTk2NDc4', 'avatar_url': 'https://avatars.githubusercontent.com/u/57996478?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/yuvalkirstain', 'html_url': 'https://github.com/yuvalkirstain', 'followers_url': 'https://api.github.com/users/yuval... | [] | closed | false | null | [] | null | [
"Seems to work now, perhaps it was something internal with our university's network."
] | 2023-01-28T15:18:26Z | 2023-01-29T08:09:49Z | 2023-01-29T08:09:49Z | NONE | null | ### Describe the bug
Uploading a simple dataset ends with an exception
### Steps to reproduce the bug
I created a new conda env with python 3.10, pip installed datasets and:
```python
>>> from datasets import load_dataset, load_from_disk, Dataset
>>> d = Dataset.from_dict({"text": ["hello"] * 2})
>>> d.pus... | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5483/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5483/timeline | null | completed | null | null | false |
https://api.github.com/repos/huggingface/datasets/issues/5482 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5482/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5482/comments | https://api.github.com/repos/huggingface/datasets/issues/5482/events | https://github.com/huggingface/datasets/issues/5482 | 1,560,853,137 | I_kwDODunzps5dCLqR | 5,482 | Reload features from Parquet metadata | {'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', 'fo... | [{'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'}] | open | false | null | [] | null | [] | 2023-01-28T13:12:31Z | 2023-01-28T13:13:44Z | null | MEMBER | null | The idea would be to allow this :
```python
ds.to_parquet("my_dataset/ds.parquet")
reloaded = load_dataset("my_dataset")
assert ds.features == reloaded.features
```
And it should also work with Image and Audio types (right now they're reloaded as a dict type)
This can be implemented by storing and reading th... | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5482/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5482/timeline | null | null | null | null | false |
https://api.github.com/repos/huggingface/datasets/issues/5481 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5481/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5481/comments | https://api.github.com/repos/huggingface/datasets/issues/5481/events | https://github.com/huggingface/datasets/issues/5481 | 1,560,468,195 | I_kwDODunzps5dAtrj | 5,481 | Load a cached dataset as iterable | {'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', 'fo... | [{'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'}] | open | false | null | [] | null | [
"Can I work on this issue? I am pretty new to this.",
"Hi ! Sure :) you can comment `#self-assign` to assign yourself to this issue.\r\n\r\nI can give you some pointers to get started:\r\n\r\n`load_dataset` works roughly this way:\r\n1. it instantiate a dataset builder using `load_dataset_builder()`\r\n2. the bui... | 2023-01-27T21:43:51Z | 2023-01-31T10:53:47Z | null | MEMBER | null | The idea would be to allow something like
```python
ds = load_dataset("c4", "en", as_iterable=True)
```
To be used to train models. It would load an IterableDataset from the cached Arrow files.
Cc @stas00 | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5481/reactions', 'total_count': 3, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 3, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5481/timeline | null | null | null | null | false |
https://api.github.com/repos/huggingface/datasets/issues/5480 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5480/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5480/comments | https://api.github.com/repos/huggingface/datasets/issues/5480/events | https://github.com/huggingface/datasets/pull/5480 | 1,560,364,866 | PR_kwDODunzps5ItY2y | 5,480 | Select columns of Dataset or DatasetDict | {'login': 'daskol', 'id': 9336514, 'node_id': 'MDQ6VXNlcjkzMzY1MTQ=', 'avatar_url': 'https://avatars.githubusercontent.com/u/9336514?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/daskol', 'html_url': 'https://github.com/daskol', 'followers_url': 'https://api.github.com/users/daskol/followers', 'followin... | [] | open | false | null | [] | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5480). All of your documentation changes will be reflected on that endpoint."
] | 2023-01-27T20:06:16Z | 2023-01-31T15:49:14Z | null | NONE | null | Close #5474 and #5468. | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5480/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5480/timeline | null | null | false | {'url': 'https://api.github.com/repos/huggingface/datasets/pulls/5480', 'html_url': 'https://github.com/huggingface/datasets/pull/5480', 'diff_url': 'https://github.com/huggingface/datasets/pull/5480.diff', 'patch_url': 'https://github.com/huggingface/datasets/pull/5480.patch', 'merged_at': None} | true |
https://api.github.com/repos/huggingface/datasets/issues/5479 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5479/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5479/comments | https://api.github.com/repos/huggingface/datasets/issues/5479/events | https://github.com/huggingface/datasets/issues/5479 | 1,560,357,590 | I_kwDODunzps5dASrW | 5,479 | audiofolder works on local env, but creates empty dataset in a remote one, what dependencies could I be missing/outdated | {'login': 'jcho19', 'id': 107211437, 'node_id': 'U_kgDOBmPqrQ', 'avatar_url': 'https://avatars.githubusercontent.com/u/107211437?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/jcho19', 'html_url': 'https://github.com/jcho19', 'followers_url': 'https://api.github.com/users/jcho19/followers', 'following_ur... | [] | closed | false | null | [] | null | [] | 2023-01-27T20:01:22Z | 2023-01-29T05:23:14Z | 2023-01-29T05:23:14Z | NONE | null | ### Describe the bug
I'm using a custom audio dataset (400+ audio files) in the correct format for audiofolder. Although loading the dataset with audiofolder works in one local setup, it doesn't in a remote one (it just creates an empty dataset). I have both ffmpeg and libndfile installed on both computers, what cou... | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5479/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5479/timeline | null | completed | null | null | false |
https://api.github.com/repos/huggingface/datasets/issues/5478 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5478/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5478/comments | https://api.github.com/repos/huggingface/datasets/issues/5478/events | https://github.com/huggingface/datasets/pull/5478 | 1,560,357,583 | PR_kwDODunzps5ItXQG | 5,478 | Tip for recomputing metadata | {'login': 'stevhliu', 'id': 59462357, 'node_id': 'MDQ6VXNlcjU5NDYyMzU3', 'avatar_url': 'https://avatars.githubusercontent.com/u/59462357?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/stevhliu', 'html_url': 'https://github.com/stevhliu', 'followers_url': 'https://api.github.com/users/stevhliu/followers',... | [] | closed | false | null | [] | null | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-01-27T20:01:22Z | 2023-01-30T19:22:21Z | 2023-01-30T19:15:26Z | MEMBER | null | From this [feedback](https://discuss.huggingface.co/t/nonmatchingsplitssizeserror/30033) on the forum, thought I'd include a tip for recomputing the metadata numbers if it is your own dataset. | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5478/reactions', 'total_count': 1, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 1, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5478/timeline | null | null | false | {'url': 'https://api.github.com/repos/huggingface/datasets/pulls/5478', 'html_url': 'https://github.com/huggingface/datasets/pull/5478', 'diff_url': 'https://github.com/huggingface/datasets/pull/5478.diff', 'patch_url': 'https://github.com/huggingface/datasets/pull/5478.patch', 'merged_at': '2023-01-30T19:15:26Z'} | true |
https://api.github.com/repos/huggingface/datasets/issues/5477 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5477/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5477/comments | https://api.github.com/repos/huggingface/datasets/issues/5477/events | https://github.com/huggingface/datasets/issues/5477 | 1,559,909,892 | I_kwDODunzps5c-lYE | 5,477 | Unpin sqlalchemy once issue is fixed | {'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/users/a... | [] | open | false | null | [] | null | [] | 2023-01-27T15:01:55Z | 2023-01-27T15:01:55Z | null | MEMBER | null | Once the source issue is fixed:
- pandas-dev/pandas#51015
we should revert the pin introduced in:
- #5476 | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5477/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5477/timeline | null | null | null | null | false |
https://api.github.com/repos/huggingface/datasets/issues/5476 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5476/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5476/comments | https://api.github.com/repos/huggingface/datasets/issues/5476/events | https://github.com/huggingface/datasets/pull/5476 | 1,559,594,684 | PR_kwDODunzps5IqwC_ | 5,476 | Pin sqlalchemy | {'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', 'fo... | [] | closed | false | null | [] | null | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-01-27T11:26:38Z | 2023-01-27T12:06:51Z | 2023-01-27T11:57:48Z | MEMBER | null | since sqlalchemy update to 2.0.0 the CI started to fail: https://github.com/huggingface/datasets/actions/runs/4023742457/jobs/6914976514
the error comes from pandas: https://github.com/pandas-dev/pandas/issues/51015 | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5476/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5476/timeline | null | null | false | {'url': 'https://api.github.com/repos/huggingface/datasets/pulls/5476', 'html_url': 'https://github.com/huggingface/datasets/pull/5476', 'diff_url': 'https://github.com/huggingface/datasets/pull/5476.diff', 'patch_url': 'https://github.com/huggingface/datasets/pull/5476.patch', 'merged_at': '2023-01-27T11:57:48Z'} | true |
https://api.github.com/repos/huggingface/datasets/issues/5475 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5475/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5475/comments | https://api.github.com/repos/huggingface/datasets/issues/5475/events | https://github.com/huggingface/datasets/issues/5475 | 1,559,030,149 | I_kwDODunzps5c7OmF | 5,475 | Dataset scan time is much slower than using native arrow | {'login': 'jonny-cyberhaven', 'id': 121845112, 'node_id': 'U_kgDOB0M1eA', 'avatar_url': 'https://avatars.githubusercontent.com/u/121845112?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/jonny-cyberhaven', 'html_url': 'https://github.com/jonny-cyberhaven', 'followers_url': 'https://api.github.com/users/jo... | [] | closed | false | null | [] | null | [
"Hi ! In your code you only iterate on the Arrow buffers - you don't actually load the data as python objects. For a fair comparison, you can modify your code using:\r\n```diff\r\n- for _ in range(0, len(table), bsz):\r\n- _ = {k:table[k][_ : _ + bsz] for k in cols}\r\n+ for _ in range(0, len(table)... | 2023-01-27T01:32:25Z | 2023-01-30T16:17:11Z | 2023-01-30T16:17:11Z | CONTRIBUTOR | null | ### Describe the bug
I'm basically running the same scanning experiment from the tutorials https://huggingface.co/course/chapter5/4?fw=pt except now I'm comparing to a native pyarrow version.
I'm finding that the native pyarrow approach is much faster (2 orders of magnitude). Is there something I'm missing that exp... | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5475/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5475/timeline | null | completed | null | null | false |
https://api.github.com/repos/huggingface/datasets/issues/5474 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5474/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5474/comments | https://api.github.com/repos/huggingface/datasets/issues/5474/events | https://github.com/huggingface/datasets/issues/5474 | 1,558,827,155 | I_kwDODunzps5c6dCT | 5,474 | Column project operation on `datasets.Dataset` | {'login': 'daskol', 'id': 9336514, 'node_id': 'MDQ6VXNlcjkzMzY1MTQ=', 'avatar_url': 'https://avatars.githubusercontent.com/u/9336514?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/daskol', 'html_url': 'https://github.com/daskol', 'followers_url': 'https://api.github.com/users/daskol/followers', 'followin... | [{'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'}] | open | false | null | [] | null | [
"Hi ! This would be a nice addition indeed :) This sounds like a duplicate of https://github.com/huggingface/datasets/issues/5468\r\n\r\n> Not sure. Some of my PRs are still open and some do not have any discussions.\r\n\r\nSorry to hear that, feel free to ping me on those PRs"
] | 2023-01-26T21:47:53Z | 2023-01-27T12:23:29Z | null | NONE | null | ### Feature request
There is no operation to select a subset of columns of original dataset. Expected API follows.
```python
a = Dataset.from_dict({
'int': [0, 1, 2]
'char': ['a', 'b', 'c'],
'none': [None] * 3,
})
b = a.project('int', 'char') # usually, .select()
print(a.column_names) # std... | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5474/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5474/timeline | null | null | null | null | false |
https://api.github.com/repos/huggingface/datasets/issues/5473 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5473/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5473/comments | https://api.github.com/repos/huggingface/datasets/issues/5473/events | https://github.com/huggingface/datasets/pull/5473 | 1,558,668,197 | PR_kwDODunzps5Inm9h | 5,473 | Set dev version | {'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', 'fo... | [] | closed | false | null | [] | null | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-01-26T19:34:44Z | 2023-01-26T19:47:34Z | 2023-01-26T19:38:30Z | MEMBER | null | null | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5473/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5473/timeline | null | null | false | {'url': 'https://api.github.com/repos/huggingface/datasets/pulls/5473', 'html_url': 'https://github.com/huggingface/datasets/pull/5473', 'diff_url': 'https://github.com/huggingface/datasets/pull/5473.diff', 'patch_url': 'https://github.com/huggingface/datasets/pull/5473.patch', 'merged_at': '2023-01-26T19:38:30Z'} | true |
https://api.github.com/repos/huggingface/datasets/issues/5472 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5472/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5472/comments | https://api.github.com/repos/huggingface/datasets/issues/5472/events | https://github.com/huggingface/datasets/pull/5472 | 1,558,662,251 | PR_kwDODunzps5Inlp8 | 5,472 | Release: 2.9.0 | {'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', 'fo... | [] | closed | false | null | [] | null | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-01-26T19:29:42Z | 2023-01-26T19:40:44Z | 2023-01-26T19:33:00Z | MEMBER | null | null | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5472/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5472/timeline | null | null | false | {'url': 'https://api.github.com/repos/huggingface/datasets/pulls/5472', 'html_url': 'https://github.com/huggingface/datasets/pull/5472', 'diff_url': 'https://github.com/huggingface/datasets/pull/5472.diff', 'patch_url': 'https://github.com/huggingface/datasets/pull/5472.patch', 'merged_at': '2023-01-26T19:33:00Z'} | true |
https://api.github.com/repos/huggingface/datasets/issues/5471 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5471/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5471/comments | https://api.github.com/repos/huggingface/datasets/issues/5471/events | https://github.com/huggingface/datasets/pull/5471 | 1,558,557,545 | PR_kwDODunzps5InPA7 | 5,471 | Add num_test_batches option | {'login': 'amyeroberts', 'id': 22614925, 'node_id': 'MDQ6VXNlcjIyNjE0OTI1', 'avatar_url': 'https://avatars.githubusercontent.com/u/22614925?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/amyeroberts', 'html_url': 'https://github.com/amyeroberts', 'followers_url': 'https://api.github.com/users/amyeroberts... | [] | closed | false | null | [] | null | [
"_The documentation is not available anymore as the PR was closed or merged._",
"I thought this issue was resolved in my parallel `to_tf_dataset` PR! I changed the default `num_test_batches` in `_get_output_signature` to 20 and used a test batch size of 1 to maximize variance to detect shorter samples. I think it... | 2023-01-26T18:09:40Z | 2023-01-27T18:16:45Z | 2023-01-27T18:08:36Z | CONTRIBUTOR | null | `to_tf_dataset` calls can be very costly because of the number of test batches drawn during `_get_output_signature`. The test batches are draw in order to estimate the shapes when creating the tensorflow dataset. This is necessary when the shapes can be irregular, but not in cases when the tensor shapes are the same ac... | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5471/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5471/timeline | null | null | false | {'url': 'https://api.github.com/repos/huggingface/datasets/pulls/5471', 'html_url': 'https://github.com/huggingface/datasets/pull/5471', 'diff_url': 'https://github.com/huggingface/datasets/pull/5471.diff', 'patch_url': 'https://github.com/huggingface/datasets/pull/5471.patch', 'merged_at': '2023-01-27T18:08:36Z'} | true |
https://api.github.com/repos/huggingface/datasets/issues/5470 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5470/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5470/comments | https://api.github.com/repos/huggingface/datasets/issues/5470/events | https://github.com/huggingface/datasets/pull/5470 | 1,558,542,611 | PR_kwDODunzps5InLw9 | 5,470 | Update dataset card creation | {'login': 'stevhliu', 'id': 59462357, 'node_id': 'MDQ6VXNlcjU5NDYyMzU3', 'avatar_url': 'https://avatars.githubusercontent.com/u/59462357?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/stevhliu', 'html_url': 'https://github.com/stevhliu', 'followers_url': 'https://api.github.com/users/stevhliu/followers',... | [] | closed | false | null | [] | null | [
"_The documentation is not available anymore as the PR was closed or merged._",
"The CI failure is unrelated to your PR - feel free to merge :)",
"Haha thanks, you read my mind :)",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n##... | 2023-01-26T17:57:51Z | 2023-01-27T16:27:00Z | 2023-01-27T16:20:10Z | MEMBER | null | Encourages users to create a dataset card on the Hub directly with the new metadata ui + import dataset card template instead of telling users to manually create and upload one. | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5470/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5470/timeline | null | null | false | {'url': 'https://api.github.com/repos/huggingface/datasets/pulls/5470', 'html_url': 'https://github.com/huggingface/datasets/pull/5470', 'diff_url': 'https://github.com/huggingface/datasets/pull/5470.diff', 'patch_url': 'https://github.com/huggingface/datasets/pull/5470.patch', 'merged_at': '2023-01-27T16:20:10Z'} | true |
https://api.github.com/repos/huggingface/datasets/issues/5469 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5469/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5469/comments | https://api.github.com/repos/huggingface/datasets/issues/5469/events | https://github.com/huggingface/datasets/pull/5469 | 1,558,346,906 | PR_kwDODunzps5Imhk2 | 5,469 | Remove deprecated `shard_size` arg from `.push_to_hub()` | {'login': 'polinaeterna', 'id': 16348744, 'node_id': 'MDQ6VXNlcjE2MzQ4NzQ0', 'avatar_url': 'https://avatars.githubusercontent.com/u/16348744?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/polinaeterna', 'html_url': 'https://github.com/polinaeterna', 'followers_url': 'https://api.github.com/users/polinaet... | [] | closed | false | null | [] | null | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-01-26T15:40:56Z | 2023-01-26T17:37:51Z | 2023-01-26T17:30:59Z | CONTRIBUTOR | null | The docstrings say that it was supposed to be deprecated since version 2.4.0, can we remove it? | {'url': 'https://api.github.com/repos/huggingface/datasets/issues/5469/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0} | https://api.github.com/repos/huggingface/datasets/issues/5469/timeline | null | null | false | {'url': 'https://api.github.com/repos/huggingface/datasets/pulls/5469', 'html_url': 'https://github.com/huggingface/datasets/pull/5469', 'diff_url': 'https://github.com/huggingface/datasets/pull/5469.diff', 'patch_url': 'https://github.com/huggingface/datasets/pull/5469.patch', 'merged_at': '2023-01-26T17:30:59Z'} | true |
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