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https://github.com/huggingface/datasets/issues/5262 | 5,262 | AttributeError: 'Value' object has no attribute 'names' | {
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"Hi ! It looks like your \"isDif\" column is a Sequence of Value(\"string\"), not a Sequence of ClassLabel.\r\n\r\nYou can convert your Value(\"string\") feature type to a ClassLabel feature type this way:\r\n```python\r\nfrom datasets import ClassLabel, Sequence\r\n\r\n# provide the label_names yourself\r\nlabel_n... | 2022-11-18T13:58:42Z | 2022-11-22T10:09:24Z | 2022-11-22T10:09:23Z | NONE | null | null | Hello
I'm trying to build a model for custom token classification
I already followed the token classification course on huggingface
while adapting the code to my work, this message occures :
'Value' object has no attribute 'names'
Here's my code:
`raw_datasets`
generates
DatasetDict({
train: Datas... | {
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https://github.com/huggingface/datasets/issues/5261 | 5,261 | Add PubTables-1M | {
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"cc @albertvillanova the author would like to add this dataset to the hub: https://github.com/microsoft/table-transformer/issues/68#issuecomment-1319114621. Could you help him out?"
] | 2022-11-18T07:56:36Z | 2022-11-18T08:02:18Z | null | CONTRIBUTOR | null | null | ### Name
PubTables-1M
### Paper
https://openaccess.thecvf.com/content/CVPR2022/html/Smock_PubTables-1M_Towards_Comprehensive_Table_Extraction_From_Unstructured_Documents_CVPR_2022_paper.html
### Data
https://github.com/microsoft/table-transformer
### Motivation
Table Transformer is now available in 🤗 Transforme... | null | {
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https://github.com/huggingface/datasets/issues/5260 | 5,260 | consumer-finance-complaints dataset not loading | {
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"Thanks for reporting, @adiprasad.\r\n\r\nWe are having a look at it.",
"I have opened an issue in that dataset Community tab on the Hub: https://huggingface.co/datasets/consumer-finance-complaints/discussions/1\r\n\r\nPlease note that in the meantime, you can load the dataset by passing `ignore_verifications=Tru... | 2022-11-17T20:10:26Z | 2022-11-18T10:16:53Z | null | NONE | null | null | ### Describe the bug
Error during dataset loading
### Steps to reproduce the bug
```
>>> import datasets
>>> cf_raw = datasets.load_dataset("consumer-finance-complaints")
Downloading builder script: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████... | null | {
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https://github.com/huggingface/datasets/issues/5259 | 5,259 | datasets 2.7 introduces sharding error | {
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"I notice a comment in the code says:\r\n`Having lists of different sizes makes sharding ambigious, raise an error in this case until we decide how to define sharding without ambiguity for users` \r\n \r\n ... which suggests this update was pushed knowing that it might break some things. But, it didn't seem to h... | 2022-11-17T15:36:52Z | 2022-12-24T01:44:02Z | 2022-11-18T12:52:05Z | NONE | null | null | ### Describe the bug
dataset fails to load with runtime error
`RuntimeError: Sharding is ambiguous for this dataset: we found several data sources lists of different lengths, and we don't know over which list we should parallelize:
- key audio_files has length 46
- key data has length 0
To fix this, check the ... | {
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https://github.com/huggingface/datasets/issues/5258 | 5,258 | Restore order of split names in dataset_info for canonical datasets | {
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"The bulk edit is running...\r\n\r\nSee for example: \r\n- A single config: https://huggingface.co/datasets/acronym_identification/discussions/2\r\n- Multiple configs: https://huggingface.co/datasets/babi_qa/discussions/1",
"TODO: Add \"dataset_info\" YAML metadata to:\r\n- [x] \"chr_en\" has no metadata JSON fil... | 2022-11-17T15:13:15Z | 2023-02-16T09:49:05Z | 2022-11-19T06:51:37Z | MEMBER | null | null | After a bulk edit of canonical datasets to create the YAML `dataset_info` metadata, the split names were accidentally sorted alphabetically. See for example:
- https://huggingface.co/datasets/bc2gm_corpus/commit/2384629484401ecf4bb77cd808816719c424e57c
Note that this order is the one appearing in the preview of the... | {
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https://github.com/huggingface/datasets/pull/5257 | 5,257 | remove an unused statement | {
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https://github.com/huggingface/datasets/pull/5256 | 5,256 | fix wrong print | {
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https://github.com/huggingface/datasets/issues/5255 | 5,255 | Add a Depth Estimation dataset - DIODE / NYUDepth / KITTI | {
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"Also cc @mariosasko and @lhoestq ",
"Cool ! Let us know if you have questions or if we can help :)\r\n\r\nI guess we'll also have to create the NYU CS Department on the Hub ?",
"> I guess we'll also have to create the NYU CS Department on the Hub ?\r\n\r\nYes, you're right! Let me add it to my profile first, a... | 2022-11-17T03:22:22Z | 2022-12-17T12:20:38Z | 2022-12-17T12:20:37Z | MEMBER | null | null | ### Name
NYUDepth
### Paper
http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pdf
### Data
https://cs.nyu.edu/~silberman/datasets/nyu_depth_v2.html
### Motivation
Depth estimation is an important problem in computer vision. We have a couple of Depth Estimation models on Hub as well:
* [GLPN... | {
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https://github.com/huggingface/datasets/pull/5254 | 5,254 | typo | {
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https://github.com/huggingface/datasets/pull/5253 | 5,253 | typo | {
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https://github.com/huggingface/datasets/pull/5252 | 5,252 | Support for decoding Image/Audio types in map when format type is not default one | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5252). All of your documentation changes will be reflected on that endpoint.",
"Yes, if the image column is the first in the batch keys, it will ... | 2022-11-16T15:02:13Z | 2022-12-13T17:01:54Z | 2022-12-13T16:59:04Z | COLLABORATOR | false | {
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Additional improvements:
* make `Dataset`'s "iter" API cleaner by removing `_iter` and replacing `_iter_batches` with `iter(batch_size)` (also implemented for `IterableDataset`... | {
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https://github.com/huggingface/datasets/issues/5251 | 5,251 | Docs are not generated after latest release | {
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"After a discussion with @mishig25:\r\n- He said that this action should be triggered if we call our release branch according to the regex `v*-release`, as transformers does\r\n- I said that our procedure is different: our release branch is *temporary* and it is deleted just after the release PR is merged to main\r... | 2022-11-16T14:59:31Z | 2022-11-22T16:27:50Z | 2022-11-22T16:27:50Z | MEMBER | null | null | After the latest `datasets` release version 0.7.0, the docs were not generated.
As we have changed the release procedure (so that now we do not push directly to main branch), maybe we should also change the corresponding GitHub action:
https://github.com/huggingface/datasets/blob/edf1902f954c5568daadebcd8754bdad4... | {
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https://github.com/huggingface/datasets/pull/5250 | 5,250 | Change release procedure to use only pull requests | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface... | 2022-11-16T14:35:32Z | 2022-11-22T16:30:58Z | 2022-11-22T16:27:48Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR changes the release procedure so that:
- it only make changes to main branch via pull requests
- it is no longer necessary to directly commit/push to main branch
Close #5251.
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https://github.com/huggingface/datasets/issues/5249 | 5,249 | Protect the main branch from inadvertent direct pushes | {
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"It seems all the tasks have been addressed, meaning this issue can be closed, no?"
] | 2022-11-16T14:19:03Z | 2023-12-21T10:28:27Z | 2023-12-21T10:28:26Z | MEMBER | null | null | We have decided to implement a protection mechanism in this repository, so that nobody (not even administrators) can inadvertently push accidentally directly to the main branch.
See context here:
- d7c942228b8dcf4de64b00a3053dce59b335f618
To do:
- [x] Protect main branch
- Settings > Branches > Branch protec... | {
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https://github.com/huggingface/datasets/pull/5248 | 5,248 | Complete doc migration | {
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"Thanks for the fix @mishig25.\r\n\r\nI guess this is the reason why the docs are not generated for the latest release version 2.7.0? https://huggin... | 2022-11-16T10:41:04Z | 2022-11-16T15:06:50Z | 2022-11-16T10:41:10Z | NONE | false | {
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Everything is handled on the doc-builder side now 😊 | {
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https://github.com/huggingface/datasets/pull/5247 | 5,247 | Set dev version | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5247). All of your documentation changes will be reflected on that endpoint."
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https://github.com/huggingface/datasets/pull/5246 | 5,246 | Release: 2.7.0 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-11-16T09:32:44Z | 2022-11-16T09:39:42Z | 2022-11-16T09:37:03Z | MEMBER | false | {
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https://github.com/huggingface/datasets/issues/5245 | 5,245 | Unable to rename columns in streaming dataset | {
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"Hi @peregilk this bug is directly related to https://github.com/huggingface/datasets/issues/3888, and still not fixed... But I'll try to have a look!",
"Thanks @alvarobartt. It is great if you are able to fix it, but when reading the explanation it seems like it is possible to work around it.\r\n\r\nWe also trie... | 2022-11-15T21:04:41Z | 2022-11-28T12:53:24Z | 2022-11-28T12:53:24Z | NONE | null | null | ### Describe the bug
Trying to rename column in a streaming datasets, destroys the features object.
### Steps to reproduce the bug
The following code illustrates the error:
```
from datasets import load_dataset
dataset = load_dataset('mc4', 'en', streaming=True, split='train')
dataset.info.features
# {'text':... | {
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https://github.com/huggingface/datasets/issues/5244 | 5,244 | Allow dataset streaming from private a private source when loading a dataset with a dataset loading script | {
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"Hi ! What kind of private source ? We're exploring adding support for cloud storage and URIs like s3://, gs:// etc. with authentication in the download manager",
"Hello! It's a google cloud storage, so gs://, but I'm using it with https.\r\nBeing able to provide a file system like [here](https://huggingface.co/d... | 2022-11-15T16:02:10Z | 2022-11-23T14:02:30Z | null | CONTRIBUTOR | null | null | ### Feature request
Add arguments to the function _get_authentication_headers_for_url_ like custom_endpoint and custom_token in order to add flexibility when downloading files from a private source.
It should also be possible to provide these arguments from the dataset loading script, maybe giving them to the dl_... | null | {
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https://github.com/huggingface/datasets/issues/5243 | 5,243 | Download only split data | {
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"Hi @capsabogdan! Unfortunately, it's hard to implement because quite often datasets data is being hosted in a single archive for all splits :( So we have to download the whole archive to split it into splits. This is the case for CommonVoice too. \r\n\r\nHowever, for cases when data is distributed in separate arch... | 2022-11-15T10:15:54Z | 2025-02-25T14:47:03Z | null | NONE | null | null | ### Feature request
Is it possible to download only the data that I am requesting and not the entire dataset? I run out of disk spaceas it seems to download the entire dataset, instead of only the part needed.
common_voice["test"] = load_dataset("mozilla-foundation/common_voice_11_0", "en", split="test",
... | null | {
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https://github.com/huggingface/datasets/issues/5242 | 5,242 | Failed Data Processing upon upload with zip file full of images | {
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"cc @abhishekkrthakur @SBrandeis "
] | 2022-11-15T02:47:52Z | 2022-11-15T17:59:23Z | null | NONE | null | null | I went to autotrain and under image classification arrived where it was time to prepare my dataset. Screenshot below
I chose the method 2 option. I have a csv file with two columns. ~23,000 files.
I... | null | {
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https://github.com/huggingface/datasets/pull/5241 | 5,241 | Support hfh rc version | {
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following #5237 | {
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https://github.com/huggingface/datasets/pull/5240 | 5,240 | Cleaner error tracebacks for dataset script errors | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"@lhoestq Good catch! This currently leads to an AttributeError (due to `writer` being None) on this line:\r\nhttps://github.com/huggingface/datasets/blob/fed1628d49a91f9ae259ddf6edbb252c7972d9a3/src/datasets/builder.py#L1552\r\n"
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Make the traceback of the errors raised in `_generate_examples` cleaner for easier debugging. Additionally, initialize the `writer` in the for-loop to avoid the `ValueError` from `ArrowWriter.finalize` raised in the `finally` block when no examples are yielded before the `_generate_examples` error.
<details>
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https://github.com/huggingface/datasets/pull/5239 | 5,239 | Add num_proc to from_csv/generator/json/parquet/text | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5239). All of your documentation changes will be reflected on that endpoint.",
"I ended up moving `num_proc` to `AbstractDatasetReader.__init__` :)\r\n\r\nLet me know if it sounds good to you now"
] | 2022-11-14T14:53:00Z | 2022-12-06T15:39:10Z | 2022-12-06T15:39:09Z | MEMBER | false | {
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https://github.com/huggingface/datasets/pull/5238 | 5,238 | Make `Version` hashable | {
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] | 2022-11-14T14:52:55Z | 2022-11-14T15:30:02Z | 2022-11-14T15:27:35Z | COLLABORATOR | false | {
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Fix https://github.com/huggingface/datasets/issues/5230 | {
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https://github.com/huggingface/datasets/pull/5237 | 5,237 | Encode path only for old versions of hfh | {
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https://github.com/huggingface/datasets/pull/5236 | 5,236 | Handle ArrowNotImplementedError caused by try_type being Image or Audio in cast | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"> Not sure how we can have a test that is relevant for this though - feel free to add one if you have ideas\r\n\r\nYes, this was my reasoning for not adding a test. This change is pretty simple, so I think it's OK not to have a test ... | 2022-11-14T14:38:59Z | 2022-11-14T16:04:29Z | 2022-11-14T16:01:48Z | COLLABORATOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Handle the `ArrowNotImplementedError` thrown when `try_type` is `Image` or `Audio` and the input array cannot be converted to their storage formats.
Reproducer:
```python
from datasets import Dataset
from PIL import Image
import requests
ds = Dataset.from_dict({"image": [Image.open(requests.get("https://uploa... | {
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https://github.com/huggingface/datasets/pull/5235 | 5,235 | Pin `typer` version in tests to <0.5 to fix Windows CI | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Otherwise `click` fails on Windows:
```
Traceback (most recent call last):
File "C:\hostedtoolcache\windows\Python\3.7.9\x64\lib\runpy.py", line 193, in _run_module_as_main
"__main__", mod_spec)
File "C:\hostedtoolcache\windows\Python\3.7.9\x64\lib\runpy.py", line 85, in _run_code
exec(code, run_glob... | {
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https://github.com/huggingface/datasets/pull/5234 | 5,234 | fix: dataset path should be absolute | {
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"Good catch thanks ! Have you tried to use the absolue path in `MemoryMappedTable.__init__` in `table.py`?\r\n\r\nI think it can fix issues with relative paths at more levels than just fixing it `load_from_disk`. If it works I think it would be a more robust fix to this issue",
"@lhoestq right, that actually fixe... | 2022-11-14T12:47:40Z | 2022-12-07T23:49:22Z | 2022-12-07T23:46:34Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | cache_file_name depends on dataset's path.
A simple way where this could cause a problem:
```
import os
import datasets
def add_prefix(example):
example["text"] = "Review: " + example["text"]
return example
ds = datasets.load_from_disk("a/relative/path")
os.chdir("/tmp")
ds_1 = ds.map(add_... | {
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https://github.com/huggingface/datasets/pull/5233 | 5,233 | Fix shards in IterableDataset.from_generator | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-11-14T11:42:09Z | 2022-11-14T14:16:03Z | 2022-11-14T14:13:22Z | MEMBER | false | {
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https://github.com/huggingface/datasets/issues/5232 | 5,232 | Incompatible dill versions in datasets 2.6.1 | {
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"Thanks for reporting, @vinaykakade.\r\n\r\nWe are discussing about making a release early this week.\r\n\r\nPlease note that in the meantime, in your specific case (as we also pointed out here: https://github.com/huggingface/datasets/issues/5162#issuecomment-1291720293), you can circumvent the issue by pinning `mu... | 2022-11-12T06:46:23Z | 2022-11-14T08:24:43Z | 2022-11-14T08:07:59Z | NONE | null | null | ### Describe the bug
datasets version 2.6.1 has a dependency on dill<0.3.6. This causes a conflict with dill>=0.3.6 used by multiprocess dependency in datasets 2.6.1
This issue is already fixed in https://github.com/huggingface/datasets/pull/5166/files, but not yet been released. Please release a new version of the... | {
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https://github.com/huggingface/datasets/issues/5231 | 5,231 | Using `set_format(type='torch', columns=columns)` makes Array2D/3D columns stop formatting correctly | {
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"In case others find this, the problem was not with set_format, but my usages of `to_pandas()` and `from_pandas()` which I was using during dataset splitting; somewhere in the chain of converting to and from pandas the `Array2D/Array3D` types get converted to series of `Sequence()` types"
] | 2022-11-11T18:54:36Z | 2022-11-11T20:42:29Z | 2022-11-11T18:59:50Z | NONE | null | null | I have a Dataset with two Features defined as follows:
```
'image': Array3D(dtype="int64", shape=(3, 224, 224)),
'bbox': Array2D(dtype="int64", shape=(512, 4)),
```
On said dataset, if I `dataset.set_format(type='torch')` and then use the dataset in a dataloader, these columns are correctly cast to Tensors of ... | {
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https://github.com/huggingface/datasets/issues/5230 | 5,230 | dataclasses error when importing the library in python 3.11 | {
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"I opened [this issue](https://github.com/python/cpython/issues/99401).\r\nPython's maintainers say that the issue is caused by [this change](https://docs.python.org/3.11/whatsnew/3.11.html#dataclasses).\r\nI believe adding a `__hash__` method to `datasets.utils.version.Version` should solve (at least partially) th... | 2022-11-11T13:53:49Z | 2023-05-25T04:37:05Z | 2022-11-14T15:27:37Z | NONE | null | null | ### Describe the bug
When I import datasets using python 3.11 the dataclasses standard library raises the following error:
`ValueError: mutable default <class 'datasets.utils.version.Version'> for field version is not allowed: use default_factory`
When I tried to import the library using the following jupyter note... | {
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https://github.com/huggingface/datasets/issues/5229 | 5,229 | Type error when calling `map` over dataset containing 0-d tensors | {
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"Hi! \r\n\r\nWe could address this by calling `.item()` on such tensors to extract the value, but this would lose us the type, which could lead to storing the generated dataset in a suboptimal format. Considering this, I think the only proper fix would be implementing support for 0-D tensors on Apache Arrow's side ... | 2022-11-11T08:27:28Z | 2023-01-13T16:00:53Z | 2023-01-13T16:00:53Z | NONE | null | null | ### Describe the bug
0-dimensional tensors in a dataset lead to `TypeError: iteration over a 0-d array` when calling `map`. It is easy to generate such tensors by using `.with_format("...")` on the whole dataset.
### Steps to reproduce the bug
```
ds = datasets.Dataset.from_list([{"a": 1}, {"a": 1}]).with_fo... | {
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https://github.com/huggingface/datasets/issues/5228 | 5,228 | Loading a dataset from the hub fails if you happen to have a folder of the same name | {
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"`load_dataset` first checks for a local directory before checking for the Hub.\r\n\r\nTo make it explicit that it has to fetch the Hub, we could support the `hffs` syntax:\r\n```python\r\nload_dataset(\"hf://datasets/glue\")\r\n```\r\n\r\nwould that work for you ? Also cc @mariosasko who's leading the `hffs` proje... | 2022-11-11T00:51:54Z | 2023-05-03T23:23:04Z | null | CONTRIBUTOR | null | null | ### Describe the bug
I'm not 100% sure this should be considered a bug, but it was certainly annoying to figure out the cause of. And perhaps I am just missing a specific argument needed to avoid this conflict. Basically I had a situation where multiple workers were downloading different parts of the glue dataset and ... | null | {
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https://github.com/huggingface/datasets/issues/5227 | 5,227 | datasets.data_files.EmptyDatasetError: The directory at wikisql doesn't contain any data files | {
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"Fixed. Please close.",
"how to fix?i need your help"
] | 2022-11-10T21:57:06Z | 2023-10-07T05:04:41Z | 2022-11-10T22:05:43Z | NONE | null | null | ### Describe the bug
From these lines:
from datasets import list_datasets, load_dataset
dataset = load_dataset("wikisql","binary")
I get error message:
datasets.data_files.EmptyDatasetError: The directory at wikisql doesn't contain any data files
And yet the 'wikisql' is reported to exist via the list_datas... | {
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https://github.com/huggingface/datasets/issues/5226 | 5,226 | Q: Memory release when removing the column? | {
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"Hi ! Datasets are memory mapped from your disk, i.e. they're not loaded in RAM. This is possible thanks to the Arrow data format.\r\n\r\nTherefore the column you remove is not in RAM, so removing it doesn't cause the RAM to decrease.",
"Thanks for the explanation! @lhoestq \r\nI wonder since it is memory mapped,... | 2022-11-10T18:35:27Z | 2022-11-29T15:10:10Z | 2022-11-29T15:10:10Z | NONE | null | null | ### Describe the bug
How do I release memory when I use methods like `.remove_columns()` or `clear()` in notebooks?
```python
from datasets import load_dataset
common_voice = load_dataset("mozilla-foundation/common_voice_11_0", "ja", use_auth_token=True)
# check memory -> RAM Used (GB): 0.704 / Total (GB) 33.670... | {
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https://github.com/huggingface/datasets/issues/5225 | 5,225 | Add video feature | {
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"@NielsRogge @rwightman may have additional requirements regarding this feature.\r\n\r\nWhen adding a new (decodable) type, the hardest part is choosing the right decoding library. What I mean by \"right\" here is that it has all the features we need and is easy to install (with GPU support?).\r\n\r\nSome candidate... | 2022-11-10T17:36:11Z | 2022-12-02T15:13:15Z | null | CONTRIBUTOR | null | null | ### Feature request
Add a `Video` feature to the library so folks can include videos in their datasets.
### Motivation
Being able to load Video data would be quite helpful. However, there are some challenges when it comes to videos:
1. Videos, unlike images, can end up being extremely large files
2. Often times ... | null | {
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https://github.com/huggingface/datasets/issues/5224 | 5,224 | Seems to freeze when loading audio dataset with wav files from local folder | {
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"I just tried to do the same but changing the `.wav` files to `.mp3` files and that doesn't fix it.",
"I don't know if anyone will ever read this but I've tried to upload the same dataset with google colab and the output seems more clarifying. I didn't specify the train/test split so the dataset wasn't fully uplo... | 2022-11-10T10:29:31Z | 2023-04-25T09:54:05Z | 2022-11-22T11:24:19Z | NONE | null | null | ### Describe the bug
I'm following the instructions in [https://huggingface.co/docs/datasets/audio_load#audiofolder-with-metadata](url) to be able to load a dataset from a local folder.
I have everything into a folder, into a train folder and then the audios and csv. When I try to load the dataset and run from term... | {
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https://github.com/huggingface/datasets/pull/5223 | 5,223 | Add SQL guide | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5223). All of your documentation changes will be reflected on that endpoint.",
"I think we may want more content on this page that's not SQL related. Some of that content probably already lives in the main `load` docs page, but... | 2022-11-09T19:10:27Z | 2022-11-15T17:40:25Z | 2022-11-15T17:40:21Z | MEMBER | false | {
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https://github.com/huggingface/datasets/issues/5222 | 5,222 | HuggingFace website is incorrectly reporting that my datasets are pickled | {
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"cc @McPatate maybe you know what's happening ?",
"Yes I think I know what is happening. We check in zips for pickles, and the UI must display the pickle jar when a scan has an associated list of imports, even when empty.\r\n~I'll fix ASAP !~",
"> I'll fix ASAP !\r\n\r\nActually I'd rather leave it like that f... | 2022-11-09T16:41:16Z | 2022-11-09T18:10:46Z | 2022-11-09T18:06:57Z | CONTRIBUTOR | null | null | ### Describe the bug
HuggingFace is incorrectly reporting that my datasets are pickled. They are not picked, they are simple ZIP files containing PNG images.
Hopefully this is the right location to report this bug.
### Steps to reproduce the bug
Inspect my dataset respository here: https://huggingface.co/datasets... | {
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https://github.com/huggingface/datasets/issues/5221 | 5,221 | Cannot push | {
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"Did you run `huggingface-cli lfs-enable-largefiles` before committing or before adding ? Maybe you can try before adding\r\n\r\nAnyway I'd encourage you to split your data into several TAR archives if possible, this way the dataset can loaded faster using multiprocessing (by giving each process a subset of shards ... | 2022-11-09T15:32:05Z | 2022-11-10T18:11:21Z | 2022-11-10T18:11:11Z | NONE | null | null | ### Describe the bug
I am facing the issue when I try to push the tar.gz file around 11G to HUB.
```
(venv) ╭─laptop@laptop ~/PersonalProjects/data/ulaanbal_v0 ‹main●›
╰─$ du -sh *
4.0K README.md
13G data
516K test.jsonl
18M train.jsonl
4.0K ulaanbal_v0.py
11G ulaanbal_v0.tar.gz
452K validation.jsonl... | {
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https://github.com/huggingface/datasets/issues/5220 | 5,220 | Implicit type conversion of lists in to_pandas | {
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"I think this behavior comes from PyArrow:\r\n```python\r\nimport pyarrow as pa\r\nt = pa.table({\"a\": [[0]]})\r\nt.to_pandas().a.values[0]\r\n# array([0])\r\n```\r\n\r\nI believe this has to do with zero-copy: you can get a pandas DataFrame without copying the buffers from arrow, and therefore end up with numpy a... | 2022-11-09T08:40:18Z | 2022-11-10T16:12:26Z | 2022-11-10T16:12:26Z | CONTRIBUTOR | null | null | ### Describe the bug
```
ds = Dataset.from_list([{'a':[1,2,3]}])
ds.to_pandas().a.values[0]
```
Results in `array([1, 2, 3])` -- a rather unexpected conversion of types which made downstream tools expecting lists not happy.
### Steps to reproduce the bug
See snippet
### Expected behavior
Keep the original typ... | {
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https://github.com/huggingface/datasets/issues/5219 | 5,219 | Delta Tables usage using Datasets Library | {
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"Hi ! Interesting :) Can you provide concrete examples of cases where it can be useful ?",
"Few example blogs and posts that might help on this - \r\n\r\n1. https://hevodata.com/learn/databricks-delta-tables/\r\n2. https://docs.databricks.com/delta/index.html\r\n\r\nBasically, we are looking at utility of Dataset... | 2022-11-09T02:43:56Z | 2023-03-02T19:29:12Z | null | NONE | null | null | ### Feature request
Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well.
### Motivation
We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library... | null | {
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https://github.com/huggingface/datasets/issues/5218 | 5,218 | Delta Tables usage using Datasets Library | {
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] | closed | false | [] | 2022-11-09T02:42:18Z | 2022-11-09T02:42:36Z | 2022-11-09T02:42:36Z | NONE | null | null | ### Feature request
Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well.
### Motivation
We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library... | {
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https://github.com/huggingface/datasets/pull/5217 | 5,217 | Reword E2E training and inference tips in the vision guides | {
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"_The documentation is not available anymore as the PR was closed or merged._"
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https://github.com/huggingface/datasets/issues/5216 | 5,216 | save_elasticsearch_index | {
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"Hi ! I think there exist tools to dump and reload an index in your elastic search but I'm not super familiar with it.\r\n\r\nAnyway after reloading an index in elastic search you can call `ds.load_elasticsearch_index` which will connect the index to the dataset without re-indexing"
] | 2022-11-08T23:06:52Z | 2022-11-09T13:16:45Z | null | NONE | null | null | Hi,
I am new to Dataset and elasticsearch. I was wondering is there any equivalent approach to save elasticsearch index as of save_faiss_index locally for later use, to remove the need to re-index a dataset? | null | {
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https://github.com/huggingface/datasets/pull/5214 | 5,214 | Update github pr docs actions | {
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https://github.com/huggingface/datasets/pull/5213 | 5,213 | Add support for different configs with `push_to_hub` | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface... | 2022-11-08T11:45:47Z | 2022-12-02T16:48:23Z | 2022-12-02T16:44:07Z | CONTRIBUTOR | true | {
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@lhoestq @albertvillanova @mariosasko
This is still a super draft so please ignore code issues but I want to discuss some conceptually important things.
I suggest a way to do `.push_to_hub("repo_id", "config_name")` with pushing parquet files to directories named as `config_name` (inside `data... | {
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https://github.com/huggingface/datasets/pull/5212 | 5,212 | Fix CI require_beam maximum compatible dill version | {
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] | 2022-11-08T07:30:01Z | 2022-11-15T06:32:27Z | 2022-11-15T06:32:26Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | A previous commit to main branch introduced an additional requirement on maximum compatible `dill` version with `apache-beam` in our CI `require_beam`:
- d7c942228b8dcf4de64b00a3053dce59b335f618
- ec222b220b79f10c8d7b015769f0999b15959feb
This PR fixes the maximum compatible `dill` version with `apache-beam`, which... | {
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https://github.com/huggingface/datasets/pull/5211 | 5,211 | Update Overview.ipynb google colab | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5211). All of your documentation changes will be reflected on that endpoint."
] | 2022-11-07T15:23:52Z | 2022-11-29T15:59:48Z | 2022-11-29T15:54:17Z | MEMBER | false | {
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- added image example
- added audio example (with ffmpeg instructions)
- updated the "add a new dataset" section | {
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https://github.com/huggingface/datasets/pull/5210 | 5,210 | Tweak readme | {
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"Nit: We should also update the `Disclaimers` section to let the dataset owners know they should use Hub discussions rather than GH issues for removal requests/updates",
"Updated the disclaimers section, thanks !\r\n\r\nDoes it soun... | 2022-11-07T14:51:23Z | 2022-11-24T11:35:07Z | 2022-11-24T11:26:16Z | MEMBER | false | {
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https://github.com/huggingface/datasets/issues/5209 | 5,209 | Implement ability to define splits in metadata section of dataset card | {
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"@merveenoyan Do you want different files to be splits or configurations?\r\n\r\nFrom [what you specified in `Readme.md`](https://huggingface.co/datasets/inria-soda/tabular-benchmark/commit/fb4575853772c62a20203bdd6cc0202f5db4ce4e) I hypothesize that you want to have 4 **configs** corresponding to directories: `\"c... | 2022-11-07T13:27:16Z | 2023-07-21T14:36:02Z | 2023-07-21T14:36:01Z | CONTRIBUTOR | null | null | ### Feature request
If you go here: https://huggingface.co/datasets/inria-soda/tabular-benchmark/tree/main you will see bunch of folders that has various CSV files. I’d like dataset viewer to show these files instead of only one dataset like it currently does. (and also people to be able to load them as splits inste... | {
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https://github.com/huggingface/datasets/pull/5208 | 5,208 | Refactor CI hub fixtures to use monkeypatch instead of patch | {
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https://github.com/huggingface/datasets/issues/5207 | 5,207 | Connection error of the HuggingFace's dataset Hub due to SSLError with proxy | {
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"Hi ! It looks like an issue with your python environment, can you make sure you're able to run GET requests to https://huggingface.co using `requests` in python ?",
"Thanks for your reply. Does this mean that I have to use the `do_dataset `function and the `requests `function to download the dataset from the com... | 2022-11-07T06:56:23Z | 2025-03-08T09:04:10Z | null | NONE | null | null | ### Describe the bug
It's weird. I could not normally connect the dataset Hub of HuggingFace due to a SSLError in my office.
Even when I try to connect using my company's proxy address (e.g., http_proxy and https_proxy),
I'm getting the SSLError issue. What should I do to download the datanet stored in Hugg... | null | {
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https://github.com/huggingface/datasets/issues/5206 | 5,206 | Use logging instead of printing to console | {
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"Actually upon closer inspection, it is documented in the code that this behavior is intentional, so I'll close this."
] | 2022-11-05T23:48:02Z | 2022-11-06T00:06:00Z | 2022-11-06T00:05:59Z | NONE | null | null | ### Describe the bug
Some logs ([here](https://github.com/huggingface/datasets/blob/4a6e1fe2735505efc7e3a3dbd3e1835da0702575/src/datasets/builder.py#L778), [here](https://github.com/huggingface/datasets/blob/4a6e1fe2735505efc7e3a3dbd3e1835da0702575/src/datasets/builder.py#L786), and [here](https://github.com/huggingfa... | {
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https://github.com/huggingface/datasets/pull/5205 | 5,205 | Add missing `DownloadConfig.use_auth_token` value | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR solves https://github.com/huggingface/datasets/issues/5204
Now the `token` is propagated so that `DownloadConfig.use_auth_token` value is set before trying to download private files from existing datasets in the Hub. | {
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https://github.com/huggingface/datasets/issues/5204 | 5,204 | `push_to_hub` not propagating `token` through `DownloadConfig` | {
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"#self-assign",
"@lhoestq can you close this issue as part of the recent #5205 merge? Thanks 🤗 ",
"Thank you :)"
] | 2022-11-05T23:32:20Z | 2022-11-08T10:12:09Z | 2022-11-08T10:12:08Z | MEMBER | null | null | ### Describe the bug
When trying to upload a new 🤗 Dataset to the Hub via Python, and providing the `token` as a parameter to the `Dataset.push_to_hub` function, it just works for the first time, assuming that the dataset didn't exist before.
But when trying to run `Dataset.push_to_hub` again over the same dataset... | {
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https://github.com/huggingface/datasets/pull/5203 | 5,203 | Update canonical links to Hub links | {
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"_The documentation is not available anymore as the PR was closed or merged._"
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https://github.com/huggingface/datasets/issues/5202 | 5,202 | CI fails after bulk edit of canonical datasets | {
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"Fixed by: https://huggingface.co/datasets/paws/discussions/1"
] | 2022-11-04T10:51:20Z | 2023-02-16T09:11:10Z | 2023-02-16T09:11:10Z | MEMBER | null | null | ```
______ test_get_dataset_config_info[paws-labeled_final-expected_splits2] _______
[gw0] linux -- Python 3.7.15 /opt/hostedtoolcache/Python/3.7.15/x64/bin/python
path = 'paws', config_name = 'labeled_final'
expected_splits = ['train', 'test', 'validation']
@pytest.mark.parametrize(
"path, config... | {
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https://github.com/huggingface/datasets/pull/5201 | 5,201 | Do not sort splits in dataset info | {
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"It would be coherent with https://github.com/huggingface/datasets-server/issues/614#issuecomment-1290534153",
"I think we started working on this issue nearly at the same time... :sweat_smile: \r\n- CI was fixed with this: https://... | 2022-11-04T10:47:21Z | 2022-11-04T14:47:37Z | 2022-11-04T14:45:09Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | I suggest not to sort splits by their names in dataset_info in README so that they are displayed in the order specified in the loading script. Otherwise `test` split is displayed first, see this repo: https://huggingface.co/datasets/paws
What do you think?
But I added sorting in tests to fix CI (for the same datase... | {
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https://github.com/huggingface/datasets/issues/5200 | 5,200 | Some links to canonical datasets in the docs are outdated | {
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"Thanks for catching this, I can go through the docs and replace the links to their corresponding datasets on the Hub!"
] | 2022-11-04T10:06:21Z | 2022-11-07T18:40:20Z | 2022-11-07T18:40:20Z | CONTRIBUTOR | null | null | As we don't have canonical datasets in the github repo anymore, some old links to them doesn't work. I don't know how many of them are there, I found link to SuperGlue here: https://huggingface.co/docs/datasets/dataset_script#multiple-configurations, probably there are more of them. These links should be replaced by li... | {
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https://github.com/huggingface/datasets/pull/5199 | 5,199 | Deprecate dummy data generation command | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Deprecate the `dummy_data` CLI command. | {
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https://github.com/huggingface/datasets/pull/5198 | 5,198 | Add note about the name of a dataset script | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Add note that a dataset script should has the same name as a repo/dir, a bit related to this issue https://github.com/huggingface/datasets/issues/5193
also fixed two minor issues in audio docs (broken links) | {
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https://github.com/huggingface/datasets/pull/5197 | 5,197 | [zstd] Use max window log size | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5197). All of your documentation changes will be reflected on that endpoint."
] | 2022-11-03T13:35:58Z | 2022-11-03T13:45:19Z | null | NONE | false | {
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} | ZstdDecompressor has a parameter `max_window_size` to limit max memory usage when decompressing zstd files. The default `max_window_size` is not enough when files are compressed by `zstd --ultra` flags.
Change `max_window_size` to the zstd's max window size. NOTE, the `zstd.WINDOWLOG_MAX` is the log_2 value of the m... | null | {
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https://github.com/huggingface/datasets/pull/5196 | 5,196 | Use hfh hf_hub_url function | {
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"@lhoestq I think we should first agree if `datasets` can introduce the breaking change of ignoring `config.HUB_DATASETS_URL`: some users may have o... | 2022-11-03T10:08:09Z | 2022-12-06T11:38:17Z | 2022-11-09T07:15:12Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Small refactoring to use `hf_hub_url` function from `huggingface_hub`.
This PR also creates the `hub` module that will contain all `huggingface_hub` functionalities relevant to `datasets`.
This is a necessary stage before implementing the use of the `hfh` caching system (which uses its `hf_hub_url` under the hood... | {
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https://github.com/huggingface/datasets/pull/5195 | 5,195 | [wip testing docs] | {
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] | 2022-11-03T08:37:34Z | 2023-04-04T15:10:37Z | 2023-04-04T15:10:33Z | NONE | false | {
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https://github.com/huggingface/datasets/pull/5194 | 5,194 | Fix docs about dataset_info in YAML | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR fixes some misalignment in the docs after we transferred the dataset_info from `dataset_infos.json` to YAML in the dataset card:
- #4926
Related to:
- #5193 | {
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https://github.com/huggingface/datasets/issues/5193 | 5,193 | "One or several metadata. were found, but not in the same directory or in a parent directory" | {
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"Also unrelated but still: https://huggingface.co/docs/datasets/image_dataset#generate-the-dataset\r\n```If your loading script passed the test, you should now have a dataset_infos.json file in your dataset folder.```\r\nIt's not the case anymore as it's now in the readme.md, it was confusing to me",
"And here is... | 2022-11-02T22:46:25Z | 2022-11-03T13:39:16Z | 2022-11-03T13:35:44Z | NONE | null | null | ### Describe the bug
When loading my own dataset, on loading it I get an error.
Here is my dataset link: https://huggingface.co/datasets/corentinm7/MyoQuant-SDH-Data
And the error after loading with:
```python
from datasets import load_dataset
load_dataset("corentinm7/MyoQuant-SDH-Data")
```
```python
Downlo... | {
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https://github.com/huggingface/datasets/pull/5192 | 5,192 | Drop labels in Image and Audio folders if files are on different levels in directory or if there is only one label | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5192). All of your documentation changes will be reflected on... | 2022-11-02T14:01:41Z | 2022-11-15T16:32:53Z | 2022-11-15T16:31:07Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Will close https://github.com/huggingface/datasets/issues/5153
Drop labels by default (`drop_labels=None`) when:
* there are files on different levels of directory hierarchy by checking their path depth
* all files are in the same directory (=only one label was inferred)
First one fixes cases like this:
```
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https://github.com/huggingface/datasets/pull/5191 | 5,191 | Make torch.Tensor and spacy models cacheable | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-11-02T13:56:18Z | 2022-11-02T17:20:48Z | 2022-11-02T17:18:42Z | COLLABORATOR | false | {
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Fix https://github.com/huggingface/datasets/issues/5170, fix https://github.com/huggingface/datasets/issues/... | {
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https://github.com/huggingface/datasets/issues/5190 | 5,190 | `path` is `None` when downloading a custom audio dataset from the Hub | {
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"Hi! Yes, this is expected behavior - we do this as a security measure to not leak local paths (this info would be useless on other users' machines anyways) and only push audio bytes. \r\n"
] | 2022-11-02T11:51:25Z | 2022-11-02T12:55:02Z | 2022-11-02T12:55:02Z | MEMBER | null | null | ### Describe the bug
I've created an [audio dataset](https://huggingface.co/datasets/lewtun/audio-test-push) using the `audiofolder` feature desribed in the [docs](https://huggingface.co/docs/datasets/audio_dataset#audiofolder) and then pushed it to the Hub.
Locally, I can see the `audio.path` feature is of the ... | {
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https://github.com/huggingface/datasets/issues/5189 | 5,189 | Reduce friction in tabular dataset workflow by eliminating having splits when dataset is loaded | {
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"I have to admit I'm not a fan of this idea, as this would result in a non-consistent behavior between tabular and non-tabular datasets, which is confusing if done without the context you provided. Instead, we could consider returning a `Dataset` object rather than `DatasetDict` if there is only one split in the ge... | 2022-11-02T09:15:02Z | 2022-12-06T12:13:17Z | null | CONTRIBUTOR | null | null | ### Feature request
Sorry for cryptic name but I'd like to explain using code itself. When I want to load a specific dataset from a repository (for instance, this: https://huggingface.co/datasets/inria-soda/tabular-benchmark)
```python
from datasets import load_dataset
dataset = load_dataset("inria-soda/tabular-b... | null | {
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https://github.com/huggingface/datasets/pull/5188 | 5,188 | add: segmentation guide. | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Thanks @osanseviero. Am I good to merge? ",
"I would wait for a second approval just in case :) ",
"Sure :) ",
"Merging since the images have been pushed as LFS files ([PR](https://huggingface.co/datasets/huggingface/documentat... | 2022-11-02T04:34:36Z | 2022-11-04T18:25:57Z | 2022-11-04T18:23:34Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Closes #5181
I have opened a PR on Hub (https://huggingface.co/datasets/huggingface/documentation-images/discussions/5) to include the images in our central Hub repository. Once the PR is merged I will edit the image links.
I have also prepared a [Colab Notebook](https://colab.research.google.com/drive/1BMDCfOT... | {
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https://github.com/huggingface/datasets/pull/5187 | 5,187 | chore: add notebook links to img cls and obj det. | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"@nateraw I guess the failing test is unrelated. ",
"@sayakpaul Yea failures are unrelated. ",
"Alright. Will wait for @osanseviero's take and then merge. ",
"FYI @stevhliu ",
"@osanseviero @stevhliu @nateraw thank you for yo... | 2022-11-02T02:30:09Z | 2022-11-03T01:52:24Z | 2022-11-03T01:49:56Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Closes https://github.com/huggingface/datasets/issues/5182 | {
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https://github.com/huggingface/datasets/issues/5186 | 5,186 | Incorrect error message when Dataset.from_sql fails and sqlalchemy not installed | {
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"Hi! The first `Dataset.from_sql` call also outputs the \"ImportError: Using URI string without sqlalchemy installed.\" message, but you also get \"During handling of the above exception another exception occurred: ...\" after which the ValueError is printed. I agree that this behavior makes it easy to miss the ori... | 2022-11-01T20:25:51Z | 2022-11-15T18:24:39Z | 2022-11-15T18:24:39Z | CONTRIBUTOR | null | null | ### Describe the bug
When calling `Dataset.from_sql` (in my case, with sqlite3), it fails with a message ```ValueError: Please pass `features` or at least one example when writing data``` when I don't have `sqlalchemy` installed.
### Steps to reproduce the bug
Make a new sqlite db with `sqlite3` and `pandas` from... | {
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https://github.com/huggingface/datasets/issues/5185 | 5,185 | Allow passing a subset of output features to Dataset.map | {
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Currently, map does one of two things to the features (if I'm not mistaken):
* when you do not pass features, types are assumed to be equal to the input if they can be cast, and inferred otherwise
* when you pass a full specification of features, output features are set to this
However, so... | null | {
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https://github.com/huggingface/datasets/issues/5183 | 5,183 | Loading an external dataset in a format similar to conll2003 | {
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features = datasets.Features(
{"tokens": datasets.Sequence(datasets.Value("string")),
"ner_tags": datasets.Sequence(
datasets.featu... | {
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https://github.com/huggingface/datasets/issues/5182 | 5,182 | Add notebook / other resource links to the task-specific data loading guides | {
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"Yea this would be great! We would need an object detection tutorial notebook too if it doesn't already exist there. ",
"There is one: https://huggingface.co/docs/datasets/object_detection.\r\n\r\nI will start the work. "
] | 2022-11-01T07:57:26Z | 2022-11-03T01:49:57Z | 2022-11-03T01:49:57Z | MEMBER | null | null | Does it make sense to include links to notebooks / scripts that show how to use a dataset for training / fine-tuning a model?
For example, here in [https://huggingface.co/docs/datasets/image_classification] we could include a mention of https://github.com/huggingface/notebooks/blob/main/examples/image_classificatio... | {
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https://github.com/huggingface/datasets/issues/5181 | 5,181 | Add a guide for semantic segmentation | {
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"Sure this sounds great! Would this be pure torchvision, albumentations, or something else?",
"I am considering `torchvision` and `albumentations`. Also [works with TensorFlow](https://github.com/deep-diver/segformer-tf-transformers/blob/main/notebooks/TFSegFormer_Finetune.ipynb). \r\n\r\nI am assigning the issue... | 2022-11-01T07:54:50Z | 2022-11-04T18:23:36Z | 2022-11-04T18:23:36Z | MEMBER | null | null | Currently, we have these guides for object detection and image classification:
* https://huggingface.co/docs/datasets/object_detection
* https://huggingface.co/docs/datasets/image_classification
I am proposing adding a similar guide for semantic segmentation.
I am happy to contribute a PR for it.
Cc: @os... | {
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https://github.com/huggingface/datasets/issues/5180 | 5,180 | An example or recommendations for creating large image datasets? | {
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"The beam utilities allow to prepare a dataset as parquet in your cloud storage. From my perspective this CLI is not super easy to use, but we've been working on a new python API to prepare a dataset in your cloud storage:\r\n```python\r\nfrom datasets import load_dataset_builder\r\n\r\nbuilder = load_dataset_build... | 2022-11-01T07:38:38Z | 2022-11-02T10:17:11Z | null | MEMBER | null | null | I know that Apache Beam and `datasets` have [some connector utilities](https://huggingface.co/docs/datasets/beam). But it's a little unclear what we mean by "But if you want to run your own Beam pipeline with Dataflow, here is how:". What does that pipeline do?
As a user, I was wondering if we have this support for... | null | {
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https://github.com/huggingface/datasets/issues/5179 | 5,179 | `map()` fails midway due to format incompatibility | {
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"Cc: @lhoestq ",
"You can end up with a list instead of a tensor if all the tensors inside the list can't be stacked together - can you make sure all your inputs are tensors with the same shape ?",
"Is there an easy way to ensure it?",
"You can make sure your `tokenize` function always return tensors of the s... | 2022-11-01T03:57:59Z | 2022-11-08T11:35:26Z | 2022-11-08T11:35:26Z | MEMBER | null | null | ### Describe the bug
I am using the `emotion` dataset from Hub for sequence classification. After training the model, I am using it to generate predictions for all the entries present in the `validation` split of the dataset.
```py
def get_test_accuracy(model):
def fn(batch):
inputs = {k:v.to(device... | {
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https://github.com/huggingface/datasets/issues/5178 | 5,178 | Unable to download the Chinese `wikipedia`, the dumpstatus.json not found! | {
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"In the dumps page of the wiki (https://dumps.wikimedia.org/zhwiki/), I found the following dumps:\r\n```\r\nIndex of /zhwiki/\r\n[../](https://dumps.wikimedia.org/)\r\n[20220701/](https://dumps.wikimedia.org/zhwiki/20220701/) 21-Aug-2022 01:48 -\r\n[202207... | 2022-11-01T03:17:55Z | 2022-11-02T08:27:15Z | 2022-11-02T08:24:29Z | NONE | null | null | ### Describe the bug
I tried:
`data = load_dataset('wikipedia', '20220301.zh', beam_runner='DirectRunner')`
and
`data = load_dataset("wikipedia", language="zh", date="20220301", beam_runner='DirectRunner')`
but both got:
`FileNotFoundError: Couldn't find file at https://dumps.wikimedia.org/zhwiki/20220301/dumpsta... | {
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https://github.com/huggingface/datasets/pull/5177 | 5,177 | Update create image dataset docs | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-10-31T17:45:56Z | 2022-11-02T17:15:22Z | 2022-11-02T17:13:02Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Based on @osanseviero and community feedback, it wasn't super clear how to upload a dataset to the Hub after creating something like an image captioning dataset. This PR adds a brief section on how to upload the dataset with `push_to_hub`. | {
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https://github.com/huggingface/datasets/issues/5176 | 5,176 | prepare dataset for cloud storage doesn't work | {
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"It looks like an issue with `gcsfs`, are you able to instantiate a `GCSFileSystem` manually ?",
"closing since it was probably due to gcsfs"
] | 2022-10-31T17:28:57Z | 2023-03-28T09:11:46Z | 2023-03-28T09:11:45Z | NONE | null | null | ### Describe the bug
Following the [documentation](https://huggingface.co/docs/datasets/filesystems#load-and-save-your-datasets-using-your-cloud-storage-filesystem) and [this PR](https://github.com/huggingface/datasets/pull/4724), I was downloading and storing huggingface dataset to cloud storage.
```
from datasets ... | {
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https://github.com/huggingface/datasets/issues/5175 | 5,175 | Loading an external NER dataset | {
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I tried this code snnipet that I found here as an answer to a similar issue:
from datasets import Dataset
INPUT_COLUMNS = "ID Text NER".split()
... | {
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https://github.com/huggingface/datasets/pull/5174 | 5,174 | Preserve None in list type cast in PyArrow 10 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-10-28T12:48:30Z | 2022-10-28T13:15:33Z | 2022-10-28T13:13:18Z | COLLABORATOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | The `ListArray` type in PyArrow 10.0.0 supports the `mask` parameter, which allows us to preserve Nones in nested lists in `cast` instead of replacing them with empty lists.
Fix https://github.com/huggingface/datasets/issues/3676 | {
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https://github.com/huggingface/datasets/pull/5173 | 5,173 | Raise ffmpeg warnings only once | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Our warnings looks nice now.
`librosa` warning that was raised at each decoding:
```
/usr/local/lib/python3.7/dist-packages/librosa/core/audio.py:165: UserWarning: PySoundFile failed. Trying audioread instead.
warnings.warn("PySoundFile failed. Trying audioread instead.")
```
is suppressed with `filterwarnin... | {
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https://github.com/huggingface/datasets/issues/5172 | 5,172 | Inconsistency behavior between handling local file protocol and other FS protocols | {
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These lines us used during load_from_disk:
```
if is_remote_filesystem(fs):
dest_dataset_dict_path = extract_path_from_uri(dataset_dict_path)
else:
fs = fsspec.filesystem("file")
dest_dataset_dict_path = dataset_dict_path
```
If a local FS is given, then it will the URL as th... | null | {
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https://github.com/huggingface/datasets/pull/5171 | 5,171 | Add PB and TB in convert_file_size_to_int | {
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https://github.com/huggingface/datasets/issues/5170 | 5,170 | [Caching] Deterministic hashing of torch tensors | {
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```python
import torch
from datasets.fingerprint import Hasher
t = torch.tensor([1.])
def func(x):
return t + x
hash1 = Hasher.hash(func)
t = torch.tensor([1.])
hash2 = Hasher.hash(func)
assert hash1 == hash2
```
Also as noticed in https://discuss.huggingface.co/t/dataset-ca... | {
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https://github.com/huggingface/datasets/pull/5169 | 5,169 | Add "ipykernel" to list of `co_filename`s to remove | {
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"So testing by myself and looking around the jupyter codebase it looks like the `co_filename` of objects created w... | 2022-10-27T05:56:17Z | 2022-11-02T15:46:00Z | 2022-11-02T15:43:20Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/5168 | 5,168 | Fix CI require beam | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR:
- Fixes the CI `require_beam`: before it was requiring PyTorch instead
```python
def require_beam(test_case):
if not config.TORCH_AVAILABLE:
test_case = unittest.skip("test requires PyTorch")(test_case)
return test_case
```
- Fixes a missing `require_beam` in `test_beam_base... | {
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https://github.com/huggingface/datasets/pull/5167 | 5,167 | Add ffmpeg4 installation instructions in warnings | {
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"To make it warn only once, feel free to use a global counter in python - and if the warning has already been done, you don't do it again",
"> Added the same formatting for the error message :)\r\n\r\nnice!! thank you! \r\n\r\n> Oh ... | 2022-10-26T14:21:14Z | 2022-10-27T09:01:12Z | 2022-10-27T08:58:58Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Adds instructions on how to install `ffmpeg=4` on Linux (relevant for Colab users).
Looks pretty ugly because I didn't find a way to check `ffmpeg` version from python (without `subprocess.call()`; `ctypes.util.find_library` doesn't work`), so the warning is raised on each decoding. Any suggestions on how to make it... | {
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https://github.com/huggingface/datasets/pull/5166 | 5,166 | Support dill 0.3.6 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR:
- ~~Unpins dill to allow installing dill>=0.3.6~~
- ~~Removes the fix on dill for >=0.3.6 because they implemented a deterministic mode (to be confirmed by @anivegesana)~~
- Pins dill<0.3.7 to allow latest dill 0.3.6
- Implements a fix for dill `save_function` for dill 0.3.6
- Additionally had to implemen... | {
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https://github.com/huggingface/datasets/issues/5165 | 5,165 | Memory explosion when trying to access 4d tensors in datasets cast to torch or np | {
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When trying to access an item by index, in a datasets.Dataset cast to torch/np using `set_format` or `with_format`, we get a memory explosion if the item contains 4d (or above) tensors.
### Steps to reproduce the bug
MWE:
```python
from datasets import load_dataset
import numpy as np
de... | null | {
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https://github.com/huggingface/datasets/pull/5164 | 5,164 | WIP: drop labels in Image and Audio folders by default | {
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"close in favor of https://github.com/huggingface/datasets/pull/5192"
] | 2022-10-25T17:21:49Z | 2022-11-16T14:21:16Z | 2022-11-02T14:03:02Z | CONTRIBUTOR | true | {
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} | will fix https://github.com/huggingface/datasets/issues/5153 and redundant labels displaying for most of the images datasets on the Hub (which are used just to store files)
TODO: discuss adding `drop_labels` (and `drop_metadata`) params to yaml | {
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https://github.com/huggingface/datasets/pull/5163 | 5,163 | Reduce default max `writer_batch_size` | {
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https://github.com/huggingface/datasets/issues/5162 | 5,162 | Pip-compile: Could not find a version that matches dill<0.3.6,>=0.3.6 | {
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"Thanks for reporting, @Rijgersberg.\r\n\r\nWe were waiting for the release of `dill` 0.3.6, that happened 2 days ago (24 Oct 2022): https://github.com/uqfoundation/dill/releases/tag/dill-0.3.6\r\n- See comment: https://github.com/huggingface/datasets/pull/4397#discussion_r880629543\r\n\r\nAlso `multiprocess` 0.70.... | 2022-10-25T13:23:50Z | 2022-11-14T08:25:37Z | 2022-10-28T05:38:15Z | NONE | null | null | ### Describe the bug
When using `pip-compile` (part of `pip-tools`) to generate a pinned requirements file that includes `datasets`, a version conflict of `dill` appears.
It is caused by a transitive dependency conflict between `datasets` and `multiprocess`.
### Steps to reproduce the bug
```bash
$ echo "dataset... | {
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https://github.com/huggingface/datasets/issues/5161 | 5,161 | Dataset can’t cache model’s outputs | {
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] | 2022-10-25T12:19:00Z | 2022-11-03T16:12:52Z | 2022-11-03T16:12:51Z | NONE | null | null | ### Describe the bug
Hi,
I try to cache some outputs of teacher model( Knowledge Distillation ) by using map function of Dataset library, while every time I run my code, I still recompute all the sequences. I tested Bert Model like this, I got different hash every single run, so any idea to deal with this?
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