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https://github.com/huggingface/datasets/issues/7073 | CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError | @coyotte508, the CI test was implemented 2 months ago and it was working OK until yesterday. See the CI status of the commits in the main branch of `datasets`: https://github.com/huggingface/datasets/commits/main/ | See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756
```
FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Request ID: Root=1-66a25839-31ce7b475e70e7db1e4d44c2;b0c8870f-d5ef-4bf2-a6ff-0191f3df0f64)
Revision N... | 30 | CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError
See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756
```
FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Re... |
https://github.com/huggingface/datasets/issues/7073 | CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError | Yes i get that
We changed the preupload response to return the commit id in https://github.com/huggingface-internal/moon-landing/pull/10756
This line is probably causing the error: https://github.com/huggingface-internal/moon-landing/pull/10756/files#diff-558f6f9865e30bfa091b94d6a4a900138103ddb4eb0bec96b6deec5bf5... | See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756
```
FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Request ID: Root=1-66a25839-31ce7b475e70e7db1e4d44c2;b0c8870f-d5ef-4bf2-a6ff-0191f3df0f64)
Revision N... | 82 | CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError
See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756
```
FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Re... |
https://github.com/huggingface/datasets/issues/7073 | CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError | @coyotte508 it impacts production: `convert_to_parquet` raises the above error when the dataset has more that one configs/subsets:
- First subset calls `push_to_hub` with `create_pr=True`
- Second subset uses the `refs/pr/#` returned by the call above, and calls `push_to_hub` with `revision="refs/pr/#"` | See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756
```
FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Request ID: Root=1-66a25839-31ce7b475e70e7db1e4d44c2;b0c8870f-d5ef-4bf2-a6ff-0191f3df0f64)
Revision N... | 40 | CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError
See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756
```
FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Re... |
https://github.com/huggingface/datasets/issues/7073 | CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError | I tried removing the `mock_commit` call: https://github.com/huggingface/datasets/pull/7076
And the tests seem to work.
So it's probably because the commit is not actually called, it doesn't actually create the pull request on the remote (and the associated `refs/pr/1`). But the `preupload` call is not mocked.
... | See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756
```
FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Request ID: Root=1-66a25839-31ce7b475e70e7db1e4d44c2;b0c8870f-d5ef-4bf2-a6ff-0191f3df0f64)
Revision N... | 53 | CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError
See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756
```
FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Re... |
https://github.com/huggingface/datasets/issues/7073 | CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError | @coyotte508 thanks a lot for the investigation and sorry for the noise.
I promise not trying to fix things when I have a slight fever: my head does not work well.
We need indeed to mock `preupload_lfs_files`: before it was not necessary, but now it is. | See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756
```
FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Request ID: Root=1-66a25839-31ce7b475e70e7db1e4d44c2;b0c8870f-d5ef-4bf2-a6ff-0191f3df0f64)
Revision N... | 46 | CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError
See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756
```
FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Re... |
https://github.com/huggingface/datasets/issues/6540 | Extreme inefficiency for `save_to_disk` when merging datasets | Concatenating datasets doesn't create any indices mapping - so flattening indices is not needed (unless you shuffle the dataset).
Can you share the snippet of code you are using to merge your datasets and save them to disk ? | ### Describe the bug
Hi, I tried to merge in total 22M sequences of data, where each sequence is of maximum length 2000. I found that merging these datasets and then `save_to_disk` is extremely slow because of flattening the indices. Wondering if you have any suggestions or guidance on this. Thank you very much!
###... | 39 | Extreme inefficiency for `save_to_disk` when merging datasets
### Describe the bug
Hi, I tried to merge in total 22M sequences of data, where each sequence is of maximum length 2000. I found that merging these datasets and then `save_to_disk` is extremely slow because of flattening the indices. Wondering if you have a... |
https://github.com/huggingface/datasets/issues/6731 | Unexpected behavior when using load_dataset with streaming=True in a for loop | This is normal behavior in python when using `lambda`: the `i` defined in your `lambda` refers to the global variable `i` in your loop, and `i` equals to `1` when you run your `for e in res[0]` line.
You should pass `fn_kwargs` that will be passed to your `lambda` instead of using the global variable:
```python
... | ### Describe the bug
### My Code
```
from datasets import load_dataset
res=[]
for i in [0,1]:
di=load_dataset(
"json",
data_files='path_to.json',
split='train',
streaming=True,
).map(lambda x: {"source": i})
res.append(di)
for e in res[... | 119 | Unexpected behavior when using load_dataset with streaming=True in a for loop
### Describe the bug
### My Code
```
from datasets import load_dataset
res=[]
for i in [0,1]:
di=load_dataset(
"json",
data_files='path_to.json',
split='train',
streaming=True,
... |
https://github.com/huggingface/datasets/issues/5681 | Add information about patterns search order to the doc about structuring repo | Good idea, I think I've seen this a couple of times before too on the forums. I can work on this :) | Following [this](https://github.com/huggingface/datasets/issues/5650) issue I think we should add a note about the order of patterns that is used to find splits, see [my comment](https://github.com/huggingface/datasets/issues/5650#issuecomment-1488412527). Also we should reference this page in pages about packaged load... | 22 | Add information about patterns search order to the doc about structuring repo
Following [this](https://github.com/huggingface/datasets/issues/5650) issue I think we should add a note about the order of patterns that is used to find splits, see [my comment](https://github.com/huggingface/datasets/issues/5650#issuecommen... |
https://github.com/huggingface/datasets/issues/6982 | cannot split dataset when using load_dataset | it seems the bug will happened in all windows system, I tried it in windows8.1, 10, 11 and all of them failed. But it won't happened in the Linux(Ubuntu and Centos7) and Mac (both my virtual and physical machine). I still don't know what the problem is. May be related to the path? I cannot run the split file in my win... | ### Describe the bug
when I use load_dataset methods to load mozilla-foundation/common_voice_7_0, it can successfully download and extracted the dataset but It cannot generating the arrow document,
This bug happened in my server, my laptop, so as #6906 , but it won't happen in the google colab. I work for it for da... | 87 | cannot split dataset when using load_dataset
### Describe the bug
when I use load_dataset methods to load mozilla-foundation/common_voice_7_0, it can successfully download and extracted the dataset but It cannot generating the arrow document,
This bug happened in my server, my laptop, so as #6906 , but it won't hap... |
https://github.com/huggingface/datasets/issues/6982 | cannot split dataset when using load_dataset | Have you properly logged in? Are you using the a valid token?
Note that this dataset is gated and you must follow the right procedure to be able to access it. You can find more info in the docs: https://huggingface.co/docs/hub/datasets-gated#access-gated-datasets-as-a-user | ### Describe the bug
when I use load_dataset methods to load mozilla-foundation/common_voice_7_0, it can successfully download and extracted the dataset but It cannot generating the arrow document,
This bug happened in my server, my laptop, so as #6906 , but it won't happen in the google colab. I work for it for da... | 40 | cannot split dataset when using load_dataset
### Describe the bug
when I use load_dataset methods to load mozilla-foundation/common_voice_7_0, it can successfully download and extracted the dataset but It cannot generating the arrow document,
This bug happened in my server, my laptop, so as #6906 , but it won't hap... |
https://github.com/huggingface/datasets/issues/6982 | cannot split dataset when using load_dataset | > Have you properly logged in? Are you using the a valid token?
>
> Note that this dataset is gated and you must follow the right procedure to be able to access it. You can find more info in the docs: https://huggingface.co/docs/hub/datasets-gated#access-gated-datasets-as-a-user
I finally found it what happened. ... | ### Describe the bug
when I use load_dataset methods to load mozilla-foundation/common_voice_7_0, it can successfully download and extracted the dataset but It cannot generating the arrow document,
This bug happened in my server, my laptop, so as #6906 , but it won't happen in the google colab. I work for it for da... | 139 | cannot split dataset when using load_dataset
### Describe the bug
when I use load_dataset methods to load mozilla-foundation/common_voice_7_0, it can successfully download and extracted the dataset but It cannot generating the arrow document,
This bug happened in my server, my laptop, so as #6906 , but it won't hap... |
https://github.com/huggingface/datasets/issues/4443 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km | If I understand correctly, this is due to the key `split` missing in the line https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/blob/main/nimrod-uk-1km.py#L41 of the script.
Maybe @albertvillanova could confirm. | ### Link
_No response_
### Description
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### Owner
_No response_ | 23 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km
### Link
_No response_
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_No response_
If I understand correctly, this is due to the key `split` missing in the line https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/blob/main/nimrod-uk-1km.py#L41 of the script.... |
https://github.com/huggingface/datasets/issues/4443 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km | Indeed there are several issues in this dataset loading script.
The one pointed out by @severo: for the default configuration "crops": https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/blob/main/nimrod-uk-1km.py#L244
- The download manager downloads `_URL`
- But `_URL` is not defined: https://huggingfa... | ### Link
_No response_
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### Owner
_No response_ | 89 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km
### Link
_No response_
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Indeed there are several issues in this dataset loading script.
The one pointed out by @severo: for the default configuration "crops": https://huggingface.co/datasets/openclimatefix... |
https://github.com/huggingface/datasets/issues/4443 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km | Would anyone want to submit a Hub PR (or open a Discussion for the authors to be aware) to this dataset? https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | 22 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km
### Link
_No response_
### Description
_No response_
### Owner
_No response_
Would anyone want to submit a Hub PR (or open a Discussion for the authors to be aware) to this dataset? https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km |
https://github.com/huggingface/datasets/issues/4443 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km | Hi, I'm the main author for that dataset, so I'll work on updating it! I was working on debugging some stuff awhile ago, which is what broke it. | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | 28 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km
### Link
_No response_
### Description
_No response_
### Owner
_No response_
Hi, I'm the main author for that dataset, so I'll work on updating it! I was working on debugging some stuff awhile ago, which is what broke it. |
https://github.com/huggingface/datasets/issues/4443 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km | I've opened a Discussion page, so that we can ask/answer and propose fixes until the script works properly: https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/discussions/1
CC: @julien-c @jacobbieker | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | 22 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km
### Link
_No response_
### Description
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_No response_
I've opened a Discussion page, so that we can ask/answer and propose fixes until the script works properly: https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/discussions/1
... |
https://github.com/huggingface/datasets/issues/5971 | Docs: make "repository structure" easier to find | Loading a local dataset also works the same way when `data_files` are not specified, so I agree we should make this info easier to discover
cc @stevhliu | The page https://huggingface.co/docs/datasets/repository_structure explains how to create a simple repository structure without a dataset script.
It's the simplest way to create a dataset and should be easier to find, particularly on the docs' first pages. | 27 | Docs: make "repository structure" easier to find
The page https://huggingface.co/docs/datasets/repository_structure explains how to create a simple repository structure without a dataset script.
It's the simplest way to create a dataset and should be easier to find, particularly on the docs' first pages.
Loading a loc... |
https://github.com/huggingface/datasets/issues/5971 | Docs: make "repository structure" easier to find | @benjaminbrown038 Yes, it is. Maybe @stevhliu can give some pointers on improving this doc page's discoverability. | The page https://huggingface.co/docs/datasets/repository_structure explains how to create a simple repository structure without a dataset script.
It's the simplest way to create a dataset and should be easier to find, particularly on the docs' first pages. | 16 | Docs: make "repository structure" easier to find
The page https://huggingface.co/docs/datasets/repository_structure explains how to create a simple repository structure without a dataset script.
It's the simplest way to create a dataset and should be easier to find, particularly on the docs' first pages.
@benjaminbrow... |
https://github.com/huggingface/datasets/issues/5971 | Docs: make "repository structure" easier to find | I think we can add a version of the [Main use-case](https://huggingface.co/docs/datasets/repository_structure#main-usecase) section to the [Share a dataset to the Hub](https://huggingface.co/docs/datasets/upload_dataset) tutorial.
Currently, it doesn't tell you *how* to structure the repository; it only tells you h... | The page https://huggingface.co/docs/datasets/repository_structure explains how to create a simple repository structure without a dataset script.
It's the simplest way to create a dataset and should be easier to find, particularly on the docs' first pages. | 77 | Docs: make "repository structure" easier to find
The page https://huggingface.co/docs/datasets/repository_structure explains how to create a simple repository structure without a dataset script.
It's the simplest way to create a dataset and should be easier to find, particularly on the docs' first pages.
I think we ca... |
https://github.com/huggingface/datasets/issues/3708 | Loading JSON gets stuck with many workers/threads | Hi ! Note that it does `block_size *= 2` until `block_size > len(batch)`, so it doesn't loop indefinitely. What do you mean by "get stuck indefinitely" then ? Is this the actual call to `paj.read_json` that hangs ?
> increasing the `chunksize` argument decreases the chance of getting stuck
Could you share the val... | ## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following script to reproduce the issue:
```python
from dat... | 78 | Loading JSON gets stuck with many workers/threads
## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following s... |
https://github.com/huggingface/datasets/issues/3708 | Loading JSON gets stuck with many workers/threads | To clarify, I don't think it loops indefinitely but the `paj.read_json` gets stuck after the first try. That's why I think it could be an issue with a lock somewhere.
Using `load_dataset(..., chunksize=40<<20)` worked without errors. | ## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following script to reproduce the issue:
```python
from dat... | 36 | Loading JSON gets stuck with many workers/threads
## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following s... |
https://github.com/huggingface/datasets/issues/3708 | Loading JSON gets stuck with many workers/threads | @lhoestq I encountered another related issue. I use load_dataset() for my json data and set_transform() for preprocessing. But it hangs at the end of the epoch if `dataloader_num_workers>=1`. It appears to be working fine with num_worker=0, but it's slow.
```
train_dataset = datasets.load_dataset("json",
... | ## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following script to reproduce the issue:
```python
from dat... | 49 | Loading JSON gets stuck with many workers/threads
## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following s... |
https://github.com/huggingface/datasets/issues/3708 | Loading JSON gets stuck with many workers/threads | I couldn't I think your problem is unrelated to this issue @memray
Indeed this issue discusses a bug when doing `load_dataset`, while your case has to do with the dataloader in a multiprocessing setup. Can you open a new issue and provide more details (share your env and what psg_parse_fn does) ? | ## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following script to reproduce the issue:
```python
from dat... | 52 | Loading JSON gets stuck with many workers/threads
## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following s... |
https://github.com/huggingface/datasets/issues/3708 | Loading JSON gets stuck with many workers/threads | I also encountered a similar issue when loading a 190GB dataset of jsonl files (255 files with less than 1Gb) where it got stuck for over 20h at tables generation (fig below), increasing the `chunksize` with `load_dataset(..., chunksize=40<<20)` fixed the issue
<img width="560" alt="image" src="https://user-images.g... | ## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following script to reproduce the issue:
```python
from dat... | 45 | Loading JSON gets stuck with many workers/threads
## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following s... |
https://github.com/huggingface/datasets/issues/3708 | Loading JSON gets stuck with many workers/threads | > @lhoestq I encountered another related issue. I use load_dataset() for my json data and set_transform() for preprocessing. But it hangs at the end of the epoch if `dataloader_num_workers>=1`. It appears to be working fine with num_worker=0, but it's slow.
>
> ```
> train_dataset = datasets.load_dataset("json",
... | ## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following script to reproduce the issue:
```python
from dat... | 132 | Loading JSON gets stuck with many workers/threads
## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following s... |
https://github.com/huggingface/datasets/issues/3708 | Loading JSON gets stuck with many workers/threads | I can confirm the issue using datasets (2.12.0) with the following code and Accelerate (0.20.3) env:
````
trainDataloader = DataLoader(trainSplit, batch_size=args.train_batch_size, shuffle=True)
evalDataloader = DataLoader(validSplit, batch_size=args.valid_batch_size) // Here is where it gets stuck.
````
````
-... | ## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following script to reproduce the issue:
```python
from dat... | 164 | Loading JSON gets stuck with many workers/threads
## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following s... |
https://github.com/huggingface/datasets/issues/3708 | Loading JSON gets stuck with many workers/threads | I think your issue is related to `accelerate`, feel free to open an issue there: https://github.com/huggingface/accelerate/issues
`Dataset` objects generally work fine with the torch DataLoader, idk what `accelerate` does that could make it get stuck. | ## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following script to reproduce the issue:
```python
from dat... | 35 | Loading JSON gets stuck with many workers/threads
## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following s... |
https://github.com/huggingface/datasets/issues/4182 | Zenodo.org download is not responding | Hi @dkajtoch, please note that at HuggingFace we are not hosting this dataset: we are just using a script to download their data file and create a dataset from it.
It was the dataset owners decision to host their data at Zenodo. You can see this on their website: https://marcobaroni.org/composes/sick.html
And yes... | ## Describe the bug
Source download_url from zenodo.org does not respond.
`_DOWNLOAD_URL = "https://zenodo.org/record/2787612/files/SICK.zip?download=1"`
Other datasets also use zenodo.org to store data and they cannot be downloaded as well.
It would be better to actually use more reliable way to store original ... | 94 | Zenodo.org download is not responding
## Describe the bug
Source download_url from zenodo.org does not respond.
`_DOWNLOAD_URL = "https://zenodo.org/record/2787612/files/SICK.zip?download=1"`
Other datasets also use zenodo.org to store data and they cannot be downloaded as well.
It would be better to actually us... |
https://github.com/huggingface/datasets/issues/4182 | Zenodo.org download is not responding | Thanks @albertvillanova. I know that the problem lies in the source data. I just wanted to point out that these kind of problems are unavoidable without having one place where data sources are cached. Websites may go down or data sources may move. Having a copy in Hugging Face Hub would be a great solution. | ## Describe the bug
Source download_url from zenodo.org does not respond.
`_DOWNLOAD_URL = "https://zenodo.org/record/2787612/files/SICK.zip?download=1"`
Other datasets also use zenodo.org to store data and they cannot be downloaded as well.
It would be better to actually use more reliable way to store original ... | 55 | Zenodo.org download is not responding
## Describe the bug
Source download_url from zenodo.org does not respond.
`_DOWNLOAD_URL = "https://zenodo.org/record/2787612/files/SICK.zip?download=1"`
Other datasets also use zenodo.org to store data and they cannot be downloaded as well.
It would be better to actually us... |
https://github.com/huggingface/datasets/issues/4182 | Zenodo.org download is not responding | Definitely, @dkajtoch! But we have to ask permission to the data owners. And many dataset licenses directly forbid data redistribution: in those cases we are not allowed to host their data on our Hub. | ## Describe the bug
Source download_url from zenodo.org does not respond.
`_DOWNLOAD_URL = "https://zenodo.org/record/2787612/files/SICK.zip?download=1"`
Other datasets also use zenodo.org to store data and they cannot be downloaded as well.
It would be better to actually use more reliable way to store original ... | 34 | Zenodo.org download is not responding
## Describe the bug
Source download_url from zenodo.org does not respond.
`_DOWNLOAD_URL = "https://zenodo.org/record/2787612/files/SICK.zip?download=1"`
Other datasets also use zenodo.org to store data and they cannot be downloaded as well.
It would be better to actually us... |
https://github.com/huggingface/datasets/issues/6880 | Webdataset: KeyError: 'png' on some datasets when streaming | The error is caused by malformed basenames of the files within the TARs:
- `15_Cohen_1-s2.0-S0929664620300449-gr3_lrg-b.png` becomes `15_Cohen_1-s2` as the grouping `__key__`, and `0-S0929664620300449-gr3_lrg-b.png` as the additional key to be added to the example
- whereas the intended behavior was to use `15_Cohen_... | reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1
```python
>>> from datasets import load_dataset
>>> ds = load_dataset("tbone5563/tar_images")
Downloading data: 100%
1.41G/1.41G [00:48<00:00, 17.2MB/s]
Downloading data: 100%
619M/619M [00:11<00:00, 57.4MB/s]
Generating train sp... | 88 | Webdataset: KeyError: 'png' on some datasets when streaming
reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1
```python
>>> from datasets import load_dataset
>>> ds = load_dataset("tbone5563/tar_images")
Downloading data: 100%
1.41G/1.41G [00:48<00:00, 17.2MB/s]
Downloading data: 1... |
https://github.com/huggingface/datasets/issues/6880 | Webdataset: KeyError: 'png' on some datasets when streaming | I reopen it because I think we should try to give a clearer error message with a specific error code.
For now, it's hard for the user to understand where the error comes from (not everybody knows the subtleties of the webdataset filename structure).
(we can transfer it to https://github.com/huggingface/dataset-vi... | reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1
```python
>>> from datasets import load_dataset
>>> ds = load_dataset("tbone5563/tar_images")
Downloading data: 100%
1.41G/1.41G [00:48<00:00, 17.2MB/s]
Downloading data: 100%
619M/619M [00:11<00:00, 57.4MB/s]
Generating train sp... | 55 | Webdataset: KeyError: 'png' on some datasets when streaming
reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1
```python
>>> from datasets import load_dataset
>>> ds = load_dataset("tbone5563/tar_images")
Downloading data: 100%
1.41G/1.41G [00:48<00:00, 17.2MB/s]
Downloading data: 1... |
https://github.com/huggingface/datasets/issues/6880 | Webdataset: KeyError: 'png' on some datasets when streaming | same with .jpg -> https://huggingface.co/datasets/ProGamerGov/synthetic-dataset-1m-dalle3-high-quality-captions
```
Error code: DatasetGenerationError
Exception: DatasetGenerationError
Message: An error occurred while generating the dataset
Traceback: Traceback (most recent call last):
... | reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1
```python
>>> from datasets import load_dataset
>>> ds = load_dataset("tbone5563/tar_images")
Downloading data: 100%
1.41G/1.41G [00:48<00:00, 17.2MB/s]
Downloading data: 100%
619M/619M [00:11<00:00, 57.4MB/s]
Generating train sp... | 135 | Webdataset: KeyError: 'png' on some datasets when streaming
reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1
```python
>>> from datasets import load_dataset
>>> ds = load_dataset("tbone5563/tar_images")
Downloading data: 100%
1.41G/1.41G [00:48<00:00, 17.2MB/s]
Downloading data: 1... |
https://github.com/huggingface/datasets/issues/6880 | Webdataset: KeyError: 'png' on some datasets when streaming | More details in the spec (https://docs.google.com/document/d/18OdLjruFNX74ILmgrdiCI9J1fQZuhzzRBCHV9URWto0/edit#heading=h.hkptaq2kct2s)
> The prefix of a file is all directory components of the file plus the file name component up to the first “.” in the file name.
> The last extension (i.e., the portion after the l... | reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1
```python
>>> from datasets import load_dataset
>>> ds = load_dataset("tbone5563/tar_images")
Downloading data: 100%
1.41G/1.41G [00:48<00:00, 17.2MB/s]
Downloading data: 100%
619M/619M [00:11<00:00, 57.4MB/s]
Generating train sp... | 99 | Webdataset: KeyError: 'png' on some datasets when streaming
reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1
```python
>>> from datasets import load_dataset
>>> ds = load_dataset("tbone5563/tar_images")
Downloading data: 100%
1.41G/1.41G [00:48<00:00, 17.2MB/s]
Downloading data: 1... |
https://github.com/huggingface/datasets/issues/6880 | Webdataset: KeyError: 'png' on some datasets when streaming | OK, the issue is different in the latter case: some files are suffixed as `.jpeg`, and others as `.jpg` :)
Is it a limitation of the webdataset format, or of the datasets library @lhoestq? And could we be able to give a clearer error? | reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1
```python
>>> from datasets import load_dataset
>>> ds = load_dataset("tbone5563/tar_images")
Downloading data: 100%
1.41G/1.41G [00:48<00:00, 17.2MB/s]
Downloading data: 100%
619M/619M [00:11<00:00, 57.4MB/s]
Generating train sp... | 44 | Webdataset: KeyError: 'png' on some datasets when streaming
reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1
```python
>>> from datasets import load_dataset
>>> ds = load_dataset("tbone5563/tar_images")
Downloading data: 100%
1.41G/1.41G [00:48<00:00, 17.2MB/s]
Downloading data: 1... |
https://github.com/huggingface/datasets/issues/6548 | Skip if a dataset has issues | It looks like a transient DNS issue. It should work fine now if you try again.
There is no parameter in load_dataset to skip failed downloads. In your case it would have skipped every single subsequent download until the DNS issue was resolved anyway. | ### Describe the bug
Hello everyone,
I'm using **load_datasets** from **huggingface** to download the datasets and I'm facing an issue, the download starts but it reaches some state and then fails with the following error:
Couldn't reach https://huggingface.co/datasets/wikimedia/wikipedia/resolve/4cb9b0d719291f1a10... | 44 | Skip if a dataset has issues
### Describe the bug
Hello everyone,
I'm using **load_datasets** from **huggingface** to download the datasets and I'm facing an issue, the download starts but it reaches some state and then fails with the following error:
Couldn't reach https://huggingface.co/datasets/wikimedia/wikiped... |
https://github.com/huggingface/datasets/issues/5965 | "Couldn't cast array of type" in complex datasets | Thanks for reporting!
Specifying the target features explicitly should avoid this error:
```python
dataset = dataset.map(
batch_process,
batched=True,
batch_size=1,
num_proc=1,
remove_columns=dataset.column_names,
features=datasets.Features({"texts": datasets.Sequence(datasets.Value(... | ### Describe the bug
When doing a map of a dataset with complex types, sometimes `datasets` is unable to interpret the valid schema of a returned datasets.map() function. This often comes from conflicting types, like when both empty lists and filled lists are competing for the same field value.
This is prone to hap... | 61 | "Couldn't cast array of type" in complex datasets
### Describe the bug
When doing a map of a dataset with complex types, sometimes `datasets` is unable to interpret the valid schema of a returned datasets.map() function. This often comes from conflicting types, like when both empty lists and filled lists are competing... |
https://github.com/huggingface/datasets/issues/5965 | "Couldn't cast array of type" in complex datasets | Hi @mariosasko thanks for the context, this is helpful to know. Would it be worth having some logic to generate this explicit feature specification automatically if a type annotation for a .map returns a dataclass that can be inferred?
Feels like something that would be easy to implement and could save memory / deal... | ### Describe the bug
When doing a map of a dataset with complex types, sometimes `datasets` is unable to interpret the valid schema of a returned datasets.map() function. This often comes from conflicting types, like when both empty lists and filled lists are competing for the same field value.
This is prone to hap... | 61 | "Couldn't cast array of type" in complex datasets
### Describe the bug
When doing a map of a dataset with complex types, sometimes `datasets` is unable to interpret the valid schema of a returned datasets.map() function. This often comes from conflicting types, like when both empty lists and filled lists are competing... |
https://github.com/huggingface/datasets/issues/5965 | "Couldn't cast array of type" in complex datasets | > . Would it be worth having some logic to generate this explicit feature specification automatically if a type annotation for a .map returns a dataclass that can be inferred?
Interesting proposal! Yes, we could consider doing this if the (return) type hint is `TypedDict`, and raise an error that type hints are inco... | ### Describe the bug
When doing a map of a dataset with complex types, sometimes `datasets` is unable to interpret the valid schema of a returned datasets.map() function. This often comes from conflicting types, like when both empty lists and filled lists are competing for the same field value.
This is prone to hap... | 62 | "Couldn't cast array of type" in complex datasets
### Describe the bug
When doing a map of a dataset with complex types, sometimes `datasets` is unable to interpret the valid schema of a returned datasets.map() function. This often comes from conflicting types, like when both empty lists and filled lists are competing... |
https://github.com/huggingface/datasets/issues/5965 | "Couldn't cast array of type" in complex datasets | @mariosasko Put up an initial PR to implement this proposal. Let me know your thoughts on direction and what else should be in-scope here. | ### Describe the bug
When doing a map of a dataset with complex types, sometimes `datasets` is unable to interpret the valid schema of a returned datasets.map() function. This often comes from conflicting types, like when both empty lists and filled lists are competing for the same field value.
This is prone to hap... | 24 | "Couldn't cast array of type" in complex datasets
### Describe the bug
When doing a map of a dataset with complex types, sometimes `datasets` is unable to interpret the valid schema of a returned datasets.map() function. This often comes from conflicting types, like when both empty lists and filled lists are competing... |
https://github.com/huggingface/datasets/issues/7671 | Mapping function not working if the first example is returned as None | Hi, map() always expect an output.
If you wish to filter examples, you should use filter(), in your case it could be something like this:
```python
ds = ds.map(my_processing_function).filter(ignore_long_prompts)
``` | ### Describe the bug
https://github.com/huggingface/datasets/blob/8a19de052e3d79f79cea26821454bbcf0e9dcd68/src/datasets/arrow_dataset.py#L3652C29-L3652C37
Here we can see the writer is initialized on `i==0`. However, there can be cases where in the user mapping function, the first example is filtered out (length cons... | 30 | Mapping function not working if the first example is returned as None
### Describe the bug
https://github.com/huggingface/datasets/blob/8a19de052e3d79f79cea26821454bbcf0e9dcd68/src/datasets/arrow_dataset.py#L3652C29-L3652C37
Here we can see the writer is initialized on `i==0`. However, there can be cases where in the... |
https://github.com/huggingface/datasets/issues/7671 | Mapping function not working if the first example is returned as None | @dnaihao, thanks for reporting. Finally found an answer to my question. Spend quite a lot of time trying to debug:
```
new_ds = dataset.map(
^^^^^^^^^^^^
File "/home/ubuntu/ml/notebooks/scripts/env_ml/lib/python3.12/site-packages/datasets/dataset_dict.py", line 953, in map
dataset_dict[split] = ... | ### Describe the bug
https://github.com/huggingface/datasets/blob/8a19de052e3d79f79cea26821454bbcf0e9dcd68/src/datasets/arrow_dataset.py#L3652C29-L3652C37
Here we can see the writer is initialized on `i==0`. However, there can be cases where in the user mapping function, the first example is filtered out (length cons... | 124 | Mapping function not working if the first example is returned as None
### Describe the bug
https://github.com/huggingface/datasets/blob/8a19de052e3d79f79cea26821454bbcf0e9dcd68/src/datasets/arrow_dataset.py#L3652C29-L3652C37
Here we can see the writer is initialized on `i==0`. However, there can be cases where in the... |
https://github.com/huggingface/datasets/issues/6370 | TensorDataset format does not work with Trainer from transformers | I figured it out. I found that `Trainer` does not work with TensorDataset even though the document says it uses it. Instead, I ended up creating a dictionary and converting it to a dataset using `dataset.Dataset.from_dict()`.
I will leave this post open for a while. If someone knows a better approach, please leave a... | ### Describe the bug
The model was built to do fine tunning on BERT model for relation extraction.
trainer.train() returns an error message ```TypeError: vars() argument must have __dict__ attribute``` when it has `train_dataset` generated from `torch.utils.data.TensorDataset`
However, in the document, the req... | 55 | TensorDataset format does not work with Trainer from transformers
### Describe the bug
The model was built to do fine tunning on BERT model for relation extraction.
trainer.train() returns an error message ```TypeError: vars() argument must have __dict__ attribute``` when it has `train_dataset` generated from `to... |
https://github.com/huggingface/datasets/issues/6370 | TensorDataset format does not work with Trainer from transformers | Only issues directly related to the HF datasets library should be reported here. ~So, I'm transferring this issue to the `transformers` repo.~ I'm not a `transformers` maintainer, so GitHub doesn't let me transfer it there :(. This means you need to do it manually. | ### Describe the bug
The model was built to do fine tunning on BERT model for relation extraction.
trainer.train() returns an error message ```TypeError: vars() argument must have __dict__ attribute``` when it has `train_dataset` generated from `torch.utils.data.TensorDataset`
However, in the document, the req... | 44 | TensorDataset format does not work with Trainer from transformers
### Describe the bug
The model was built to do fine tunning on BERT model for relation extraction.
trainer.train() returns an error message ```TypeError: vars() argument must have __dict__ attribute``` when it has `train_dataset` generated from `to... |
https://github.com/huggingface/datasets/issues/5508 | Saving a dataset after setting format to torch doesn't work, but only if filtering | Hey, I'm a research engineer working on language modelling wanting to contribute to open source. I was wondering if I could give it a shot? | ### Describe the bug
Saving a dataset after setting format to torch doesn't work, but only if filtering
### Steps to reproduce the bug
```
a = Dataset.from_dict({"b": [1, 2]})
a.set_format('torch')
a.save_to_disk("test_save") # saves successfully
a.filter(None).save_to_disk("test_save_filter") # does not
>> [..... | 25 | Saving a dataset after setting format to torch doesn't work, but only if filtering
### Describe the bug
Saving a dataset after setting format to torch doesn't work, but only if filtering
### Steps to reproduce the bug
```
a = Dataset.from_dict({"b": [1, 2]})
a.set_format('torch')
a.save_to_disk("test_save") # sav... |
https://github.com/huggingface/datasets/issues/7588 | ValueError: Invalid pattern: '**' can only be an entire path component [Colab] | Could you please run the following code snippet in your environment and share the exact output? This will help check for any compatibility issues within the env itself.
```
import datasets
import huggingface_hub
import fsspec
print("datasets version:", datasets.__version__)
print("huggingface_hub version:", huggingf... | ### Describe the bug
I have a dataset on HF [here](https://huggingface.co/datasets/kambale/luganda-english-parallel-corpus) that i've previously used to train a translation model [here](https://huggingface.co/kambale/pearl-11m-translate).
now i changed a few hyperparameters to increase number of tokens for the model,... | 45 | ValueError: Invalid pattern: '**' can only be an entire path component [Colab]
### Describe the bug
I have a dataset on HF [here](https://huggingface.co/datasets/kambale/luganda-english-parallel-corpus) that i've previously used to train a translation model [here](https://huggingface.co/kambale/pearl-11m-translate).
... |
https://github.com/huggingface/datasets/issues/7588 | ValueError: Invalid pattern: '**' can only be an entire path component [Colab] | Version 2.14.4 is not the latest version available, in fact it is from August 08, 2023 (you can check here: https://pypi.org/project/datasets/#history)
Use pip install datasets==3.6.0 to install a more recent version (from May 7, 2025)
I also had the same problem with Colab, after updating to the latest version it wa... | ### Describe the bug
I have a dataset on HF [here](https://huggingface.co/datasets/kambale/luganda-english-parallel-corpus) that i've previously used to train a translation model [here](https://huggingface.co/kambale/pearl-11m-translate).
now i changed a few hyperparameters to increase number of tokens for the model,... | 56 | ValueError: Invalid pattern: '**' can only be an entire path component [Colab]
### Describe the bug
I have a dataset on HF [here](https://huggingface.co/datasets/kambale/luganda-english-parallel-corpus) that i've previously used to train a translation model [here](https://huggingface.co/kambale/pearl-11m-translate).
... |
https://github.com/huggingface/datasets/issues/7588 | ValueError: Invalid pattern: '**' can only be an entire path component [Colab] | thank you @CleitonOERocha. it sure did help.
updating `datasets` to v3.6.0 and keeping `fsspec` on v2025.3.2 eliminates the issue. | ### Describe the bug
I have a dataset on HF [here](https://huggingface.co/datasets/kambale/luganda-english-parallel-corpus) that i've previously used to train a translation model [here](https://huggingface.co/kambale/pearl-11m-translate).
now i changed a few hyperparameters to increase number of tokens for the model,... | 19 | ValueError: Invalid pattern: '**' can only be an entire path component [Colab]
### Describe the bug
I have a dataset on HF [here](https://huggingface.co/datasets/kambale/luganda-english-parallel-corpus) that i've previously used to train a translation model [here](https://huggingface.co/kambale/pearl-11m-translate).
... |
https://github.com/huggingface/datasets/issues/5786 | Multiprocessing in a `filter` or `map` function with a Pytorch model | Hi ! PyTorch may hang when calling `load_state_dict()` in a subprocess. To fix that, set the multiprocessing start method to "spawn". Since `datasets` uses `multiprocess`, you should do:
```python
# Required to avoid issues with pytorch (otherwise hangs during load_state_dict in multiprocessing)
import multiproces... | ### Describe the bug
I am trying to use a Pytorch model loaded on CPUs with multiple processes with a `.map` or a `.filter` method.
Usually, when dealing with models that are non-pickable, creating a class such that the `map` function is the method `__call__`, and adding `reduce` helps to solve the problem.
Howe... | 67 | Multiprocessing in a `filter` or `map` function with a Pytorch model
### Describe the bug
I am trying to use a Pytorch model loaded on CPUs with multiple processes with a `.map` or a `.filter` method.
Usually, when dealing with models that are non-pickable, creating a class such that the `map` function is the metho... |
https://github.com/huggingface/datasets/issues/5786 | Multiprocessing in a `filter` or `map` function with a Pytorch model | @lhoestq Hello, I also encountered this problem but maybe with another reason. Here is my code:
```python
tokenizer = AutoTokenizer.from_pretrained(model_args.model_name_or_path, cache_dir=model_args.cache_dir, model_max_length=training_args.model_max_length)
data = load_dataset("json", data_files=data_args.train_fi... | ### Describe the bug
I am trying to use a Pytorch model loaded on CPUs with multiple processes with a `.map` or a `.filter` method.
Usually, when dealing with models that are non-pickable, creating a class such that the `map` function is the method `__call__`, and adding `reduce` helps to solve the problem.
Howe... | 64 | Multiprocessing in a `filter` or `map` function with a Pytorch model
### Describe the bug
I am trying to use a Pytorch model loaded on CPUs with multiple processes with a `.map` or a `.filter` method.
Usually, when dealing with models that are non-pickable, creating a class such that the `map` function is the metho... |
https://github.com/huggingface/datasets/issues/5786 | Multiprocessing in a `filter` or `map` function with a Pytorch model | @SkyAndCloud your issue doesn't seem related to the original post - could you open a new issue and provide more details ? (size of the dataset, number of cpus, how much time it took to run, `datasets` version) | ### Describe the bug
I am trying to use a Pytorch model loaded on CPUs with multiple processes with a `.map` or a `.filter` method.
Usually, when dealing with models that are non-pickable, creating a class such that the `map` function is the method `__call__`, and adding `reduce` helps to solve the problem.
Howe... | 38 | Multiprocessing in a `filter` or `map` function with a Pytorch model
### Describe the bug
I am trying to use a Pytorch model loaded on CPUs with multiple processes with a `.map` or a `.filter` method.
Usually, when dealing with models that are non-pickable, creating a class such that the `map` function is the metho... |
https://github.com/huggingface/datasets/issues/5786 | Multiprocessing in a `filter` or `map` function with a Pytorch model | @lhoestq Hi, I just solved this problem. Because the input is extremely long and the tokenizer requests a large amount of memory, which leads to a OOM error and may eventually causes the hang. I didn't filter those too-long sentences because I thought `tokenizer` would stop once the length exceeds the `max_length`. How... | ### Describe the bug
I am trying to use a Pytorch model loaded on CPUs with multiple processes with a `.map` or a `.filter` method.
Usually, when dealing with models that are non-pickable, creating a class such that the `map` function is the method `__call__`, and adding `reduce` helps to solve the problem.
Howe... | 66 | Multiprocessing in a `filter` or `map` function with a Pytorch model
### Describe the bug
I am trying to use a Pytorch model loaded on CPUs with multiple processes with a `.map` or a `.filter` method.
Usually, when dealing with models that are non-pickable, creating a class such that the `map` function is the metho... |
https://github.com/huggingface/datasets/issues/5421 | Support case-insensitive Hub dataset name in load_dataset | Closing as case-insensitivity should be only for URL redirection on the Hub. In the APIs, we will only support the canonical name (https://github.com/huggingface/moon-landing/pull/2399#issuecomment-1382085611) | ### Feature request
The dataset name on the Hub is case-insensitive (see https://github.com/huggingface/moon-landing/pull/2399, internal issue), i.e., https://huggingface.co/datasets/GLUE redirects to https://huggingface.co/datasets/glue.
Ideally, we could load the glue dataset using the following:
```
from d... | 23 | Support case-insensitive Hub dataset name in load_dataset
### Feature request
The dataset name on the Hub is case-insensitive (see https://github.com/huggingface/moon-landing/pull/2399, internal issue), i.e., https://huggingface.co/datasets/GLUE redirects to https://huggingface.co/datasets/glue.
Ideally, we could... |
https://github.com/huggingface/datasets/issues/6256 | load_dataset() function's cache_dir does not seems to work | Can you share the error message?
Also, it would help if you could check whether `huggingface_hub`'s download behaves the same:
```python
from huggingface_hub import snapshot_download
snapshot_download("trec", repo_type="dataset", cache_dir='/path/to/my/dir)
```
In the next major release, we aim to switch to `... | ### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the cache_... | 62 | load_dataset() function's cache_dir does not seems to work
### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache d... |
https://github.com/huggingface/datasets/issues/6256 | load_dataset() function's cache_dir does not seems to work | Yes, I am still facing the same issue.
```python
from huggingface_hub import snapshot_download
snapshot_download("trec", repo_type="dataset", cache_dir='/path/to/my/dir)
```
But this is working for me.
Thanks. | ### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the cache_... | 24 | load_dataset() function's cache_dir does not seems to work
### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache d... |
https://github.com/huggingface/datasets/issues/6256 | load_dataset() function's cache_dir does not seems to work | Could you clarify a bit? What if I wanted only 100 samples from train split, how would i change the above? Thanks | ### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the cache_... | 22 | load_dataset() function's cache_dir does not seems to work
### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache d... |
https://github.com/huggingface/datasets/issues/6256 | load_dataset() function's cache_dir does not seems to work | @lhoestq Can this be open again? Reading #7200 this doesn't even address not being able to specify `cache_dir`, it just updates the documentation? Their own comment states this:
> In my testing, I could not specify the cache directory even by load_dataset("dataset_name" cache_dir="..."). It might be another issue. I a... | ### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the cache_... | 70 | load_dataset() function's cache_dir does not seems to work
### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache d... |
https://github.com/huggingface/datasets/issues/6256 | load_dataset() function's cache_dir does not seems to work | I've noticed the same issue. Looks like #7499 was fixing it, but from what I see in the comments this setting is for different caches? | ### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the cache_... | 25 | load_dataset() function's cache_dir does not seems to work
### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache d... |
https://github.com/huggingface/datasets/issues/6256 | load_dataset() function's cache_dir does not seems to work | Hi ! you can find the information about the `datasets` and `huggingface_hub` cache directories here: https://huggingface.co/docs/datasets/v3.6.0/en/cache#cache-directory | ### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the cache_... | 16 | load_dataset() function's cache_dir does not seems to work
### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache d... |
https://github.com/huggingface/datasets/issues/7868 | Data duplication with `split_dataset_by_node` and `interleaved_dataset` | > split_dataset_by_node
Hello, I have some questions about your intended use: (1) It seems unnecessary to use interleaving for a single dataset. (2) For multiple datasets, it seems possible to interleave first and then split by node? | ### Describe the bug
Data duplication in different rank, when process a iterabledataset with first `split_dataset_by_node` and then `interleaved_dataset`
### Steps to reproduce the bug
I have provide a minimum scripts
```python
import os
from datasets import interleave_datasets, load_dataset
from datasets.distribu... | 37 | Data duplication with `split_dataset_by_node` and `interleaved_dataset`
### Describe the bug
Data duplication in different rank, when process a iterabledataset with first `split_dataset_by_node` and then `interleaved_dataset`
### Steps to reproduce the bug
I have provide a minimum scripts
```python
import os
from ... |
https://github.com/huggingface/datasets/issues/7868 | Data duplication with `split_dataset_by_node` and `interleaved_dataset` | Hi ! I think interleave_dataset() should take the distributed config into account. It should use .shard() to get the dataset that corresponds to a certain node according to the distributed config, and do that for every dataset passed to interleave_dataset()
feel free to open a PR and ping me for reviews if you'd like ... | ### Describe the bug
Data duplication in different rank, when process a iterabledataset with first `split_dataset_by_node` and then `interleaved_dataset`
### Steps to reproduce the bug
I have provide a minimum scripts
```python
import os
from datasets import interleave_datasets, load_dataset
from datasets.distribu... | 61 | Data duplication with `split_dataset_by_node` and `interleaved_dataset`
### Describe the bug
Data duplication in different rank, when process a iterabledataset with first `split_dataset_by_node` and then `interleaved_dataset`
### Steps to reproduce the bug
I have provide a minimum scripts
```python
import os
from ... |
https://github.com/huggingface/datasets/issues/7442 | Flexible Loader | > Ideally `save_to_disk` should save in a format compatible with load_dataset, wdyt ?
That would be perfect if not at least a flexible loader. | ### Feature request
Can we have a utility function that will use `load_from_disk` when given the local path and `load_dataset` if given an HF dataset?
It can be something as simple as this one:
```
def load_hf_dataset(path_or_name):
if os.path.exists(path_or_name):
return load_from_disk(path_or_name)
... | 24 | Flexible Loader
### Feature request
Can we have a utility function that will use `load_from_disk` when given the local path and `load_dataset` if given an HF dataset?
It can be something as simple as this one:
```
def load_hf_dataset(path_or_name):
if os.path.exists(path_or_name):
return load_from_disk(p... |
https://github.com/huggingface/datasets/issues/7442 | Flexible Loader | @lhoestq For now, you can use this small utility library: [nanoml](https://pypi.org/project/nanoml/)
```python
from nanoml.data import load_dataset_flexible
```
I actively develop and maintain this utility library. Open to contributors. Please open issues, PR, or feature requests. | ### Feature request
Can we have a utility function that will use `load_from_disk` when given the local path and `load_dataset` if given an HF dataset?
It can be something as simple as this one:
```
def load_hf_dataset(path_or_name):
if os.path.exists(path_or_name):
return load_from_disk(path_or_name)
... | 35 | Flexible Loader
### Feature request
Can we have a utility function that will use `load_from_disk` when given the local path and `load_dataset` if given an HF dataset?
It can be something as simple as this one:
```
def load_hf_dataset(path_or_name):
if os.path.exists(path_or_name):
return load_from_disk(p... |
https://github.com/huggingface/datasets/issues/5712 | load_dataset in v2.11.0 raises "ValueError: seek of closed file" in np.load() | > Closing since this is a duplicate of #5711
Sorry @mariosasko , my internet went down went submitting the issue, and somehow it ended up creating a duplicate | ### Describe the bug
Hi,
I have some `dataset_load()` code of a custom offline dataset that works with datasets v2.10.1.
```python
ds = datasets.load_dataset(path=dataset_dir,
name=configuration,
data_dir=dataset_dir,
... | 28 | load_dataset in v2.11.0 raises "ValueError: seek of closed file" in np.load()
### Describe the bug
Hi,
I have some `dataset_load()` code of a custom offline dataset that works with datasets v2.10.1.
```python
ds = datasets.load_dataset(path=dataset_dir,
name=config... |
https://github.com/huggingface/datasets/issues/3389 | Add EDGAR | Datasets are not tracked in this repository anymore. But you can make your own dataset in the huggingface hub | ## Adding a Dataset
- **Name:** EDGAR Database
- **Description:** https://www.sec.gov/edgar/about EDGAR, the Electronic Data Gathering, Analysis, and Retrieval system, is the primary system for companies and others submitting documents under the Securities Act of 1933, the Securities Exchange Act of 1934, the Trust I... | 19 | Add EDGAR
## Adding a Dataset
- **Name:** EDGAR Database
- **Description:** https://www.sec.gov/edgar/about EDGAR, the Electronic Data Gathering, Analysis, and Retrieval system, is the primary system for companies and others submitting documents under the Securities Act of 1933, the Securities Exchange Act of 1934, t... |
https://github.com/huggingface/datasets/issues/6441 | Trouble Loading a Gated Dataset For User with Granted Permission | > Also when they try to click the url link for the dataset they get a 404 error.
This seems to be a Hub error then (cc @SBrandeis) | ### Describe the bug
I have granted permissions to several users to access a gated huggingface dataset. The users accepted the invite and when trying to load the dataset using their access token they get
`FileNotFoundError: Couldn't find a dataset script at .....` . Also when they try to click the url link for the d... | 28 | Trouble Loading a Gated Dataset For User with Granted Permission
### Describe the bug
I have granted permissions to several users to access a gated huggingface dataset. The users accepted the invite and when trying to load the dataset using their access token they get
`FileNotFoundError: Couldn't find a dataset scri... |
https://github.com/huggingface/datasets/issues/6441 | Trouble Loading a Gated Dataset For User with Granted Permission | Could you report this to https://discuss.huggingface.co/c/hub/23, providing the URL of the dataset, or at least if the dataset is public or private? | ### Describe the bug
I have granted permissions to several users to access a gated huggingface dataset. The users accepted the invite and when trying to load the dataset using their access token they get
`FileNotFoundError: Couldn't find a dataset script at .....` . Also when they try to click the url link for the d... | 22 | Trouble Loading a Gated Dataset For User with Granted Permission
### Describe the bug
I have granted permissions to several users to access a gated huggingface dataset. The users accepted the invite and when trying to load the dataset using their access token they get
`FileNotFoundError: Couldn't find a dataset scri... |
https://github.com/huggingface/datasets/issues/4736 | Dataset Viewer issue for deepklarity/huggingface-spaces-dataset | Thanks for reporting. You're right, workers were under-provisioned due to a manual error, and the job queue was full. It's fixed now. | ### Link
https://huggingface.co/datasets/deepklarity/huggingface-spaces-dataset/viewer/deepklarity--huggingface-spaces-dataset/train
### Description
Hi Team,
I'm getting the following error on a uploaded dataset. I'm getting the same status for a couple of hours now. The dataset size is `<1MB` and the format is cs... | 22 | Dataset Viewer issue for deepklarity/huggingface-spaces-dataset
### Link
https://huggingface.co/datasets/deepklarity/huggingface-spaces-dataset/viewer/deepklarity--huggingface-spaces-dataset/train
### Description
Hi Team,
I'm getting the following error on a uploaded dataset. I'm getting the same status for a coup... |
https://github.com/huggingface/datasets/issues/5555 | `.shuffle` throwing error `ValueError: Protocol not known: parent` | Hi ! The indices mapping is written in the same cachedirectory as your dataset.
Can you run this to show your current cache directory ?
```python
print(train_dataset.cache_files)
``` | ### Describe the bug
```
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
Cell In [16], line 1
----> 1 train_dataset = train_dataset.shuffle()
File /opt/conda/envs/pytorch/lib/python3.9/site-packages/dataset... | 28 | `.shuffle` throwing error `ValueError: Protocol not known: parent`
### Describe the bug
```
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
Cell In [16], line 1
----> 1 train_dataset = train_dataset.shuffle()
... |
https://github.com/huggingface/datasets/issues/5555 | `.shuffle` throwing error `ValueError: Protocol not known: parent` | ```
[{'filename': '.../train/dataset.arrow'}, {'filename': '.../train/dataset.arrow'}]
```
These are the actual paths where `.hf` files are stored. | ### Describe the bug
```
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
Cell In [16], line 1
----> 1 train_dataset = train_dataset.shuffle()
File /opt/conda/envs/pytorch/lib/python3.9/site-packages/dataset... | 16 | `.shuffle` throwing error `ValueError: Protocol not known: parent`
### Describe the bug
```
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
Cell In [16], line 1
----> 1 train_dataset = train_dataset.shuffle()
... |
https://github.com/huggingface/datasets/issues/5555 | `.shuffle` throwing error `ValueError: Protocol not known: parent` | I'm not aware of any `.hf` file ? What are you referring to ?
Also the error says "Protocol unknown: parent". Is there a chance you may have ended up with a path that contains this string `parent://` ? | ### Describe the bug
```
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
Cell In [16], line 1
----> 1 train_dataset = train_dataset.shuffle()
File /opt/conda/envs/pytorch/lib/python3.9/site-packages/dataset... | 39 | `.shuffle` throwing error `ValueError: Protocol not known: parent`
### Describe the bug
```
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
Cell In [16], line 1
----> 1 train_dataset = train_dataset.shuffle()
... |
https://github.com/huggingface/datasets/issues/5555 | `.shuffle` throwing error `ValueError: Protocol not known: parent` | I figured out why the issue was occuring but don't know the long-term fix.
The dataset I was trying to shuffle was loaded from a saved file which had `::` delimiter in filename. When I try with the exact same file without `::` in filename, it works as expected.
Quick fix is to not use colons in filename. But if this ... | ### Describe the bug
```
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
Cell In [16], line 1
----> 1 train_dataset = train_dataset.shuffle()
File /opt/conda/envs/pytorch/lib/python3.9/site-packages/dataset... | 76 | `.shuffle` throwing error `ValueError: Protocol not known: parent`
### Describe the bug
```
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
Cell In [16], line 1
----> 1 train_dataset = train_dataset.shuffle()
... |
https://github.com/huggingface/datasets/issues/5713 | ArrowNotImplementedError when loading dataset from the hub | Hi Julien ! This sounds related to https://github.com/huggingface/datasets/issues/5695 - TL;DR: you need to have shards smaller than 2GB to avoid this issue
The number of rows per shard is computed using an estimated size of the full dataset, which can sometimes lead to shards bigger than `max_shard_size`. The estim... | ### Describe the bug
Hello,
I have created a dataset by using the image loader. Once the dataset is created I try to download it and I get the error:
```
Traceback (most recent call last):
File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-packages/datasets/builder.py", line 1860, in _prepare_split_... | 108 | ArrowNotImplementedError when loading dataset from the hub
### Describe the bug
Hello,
I have created a dataset by using the image loader. Once the dataset is created I try to download it and I get the error:
```
Traceback (most recent call last):
File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-p... |
https://github.com/huggingface/datasets/issues/5713 | ArrowNotImplementedError when loading dataset from the hub | Hi Quentin! Thanks a lot! Using `num_shards` instead of `max_shard_size` works as expected.
Indeed the way you describe how the size is computed cannot really work with the dataset I'm building as all the image doesn't have the same resolution and then size. Opening an issue on this might be a good idea. | ### Describe the bug
Hello,
I have created a dataset by using the image loader. Once the dataset is created I try to download it and I get the error:
```
Traceback (most recent call last):
File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-packages/datasets/builder.py", line 1860, in _prepare_split_... | 53 | ArrowNotImplementedError when loading dataset from the hub
### Describe the bug
Hello,
I have created a dataset by using the image loader. Once the dataset is created I try to download it and I get the error:
```
Traceback (most recent call last):
File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-p... |
https://github.com/huggingface/datasets/issues/6152 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified | Makes sense, I guess this can be fixed in the load_dataset_builder method.
It concerns every packaged builder I think (see values in `_PACKAGED_DATASETS_MODULES`) | ### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:... | 23 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified
### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_fil... |
https://github.com/huggingface/datasets/issues/6152 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified | I think the behavior is related to these lines, which short circuited the error handling.
https://github.com/huggingface/datasets/blob/664a1cb72ea1e6ef7c47e671e2686ca4a35e8d63/src/datasets/load.py#L946-L952
So should data_dir be checked here or still delegating to actual `DatasetModule`? In that case, how to proper... | ### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:... | 37 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified
### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_fil... |
https://github.com/huggingface/datasets/issues/6152 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified | This is location in PackagedDatasetModuleFactory.get_module seems the be the right place to check if at least data_dir or data_files are passed | ### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:... | 21 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified
### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_fil... |
https://github.com/huggingface/datasets/issues/6152 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified | @mariosasko is this issue still open? i would love to kickstart my journey to open source with this issue!
Regards
zutarich | ### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:... | 21 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified
### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_fil... |
https://github.com/huggingface/datasets/issues/6152 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified | i think its working as expected . Heres the log i get for the same line -
| ### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:... | 18 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified
### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_fil... |
https://github.com/huggingface/datasets/issues/6152 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified | Hey! I saw that PR #7314 fixed the issue when no matching data files are found, which is great. But I think the builder still defaults to the current directory when `data_dir` isn't specified, which could lead to unexpected behavior.
If no one’s actively working on that part, I’d be happy to pick it up and propose a f... | ### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:... | 65 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified
### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_fil... |
https://github.com/huggingface/datasets/issues/6152 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified | Hey! I noticed this is still open and unresolved. I’d like to take this up and submit a PR to prevent resolving to the current directory when data_dir is not specified!!! | ### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:... | 31 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified
### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_fil... |
https://github.com/huggingface/datasets/issues/6152 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified | Hi @aniyagnik @npuichigo @sahillihas @lhoestq @mariosasko,
I've opened a PR to address the issue discussed in #6152 by adding an early validation check for folder-based datasets. Would appreciate your review whenever convenient. Thanks!
https://github.com/huggingface/datasets/pull/7618 | ### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:... | 34 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified
### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_fil... |
https://github.com/huggingface/datasets/issues/4140 | Error loading arxiv data set | Hi! I think this error may be related to using an older version of the library. I was able to load the dataset without any issues using the latest version of `datasets`. Can you upgrade to the latest version of `datasets` and try again? :) | ## Describe the bug
A clear and concise description of what the bug is.
I met the error below when loading arxiv dataset via `nlp.load_dataset('scientific_papers', 'arxiv',)`.
```
Traceback (most recent call last):
File "scripts/summarization.py", line 354, in <module>
main(args)
File "scripts/summari... | 45 | Error loading arxiv data set
## Describe the bug
A clear and concise description of what the bug is.
I met the error below when loading arxiv dataset via `nlp.load_dataset('scientific_papers', 'arxiv',)`.
```
Traceback (most recent call last):
File "scripts/summarization.py", line 354, in <module>
main(a... |
https://github.com/huggingface/datasets/issues/4140 | Error loading arxiv data set | Hi! As @stevhliu suggested, to fix the issue, update the lib to the newest version with:
```
pip install -U datasets
```
and download the dataset as follows:
```python
from datasets import load_dataset
dset = load_dataset('scientific_papers', 'arxiv', download_mode="force_redownload")
``` | ## Describe the bug
A clear and concise description of what the bug is.
I met the error below when loading arxiv dataset via `nlp.load_dataset('scientific_papers', 'arxiv',)`.
```
Traceback (most recent call last):
File "scripts/summarization.py", line 354, in <module>
main(args)
File "scripts/summari... | 39 | Error loading arxiv data set
## Describe the bug
A clear and concise description of what the bug is.
I met the error below when loading arxiv dataset via `nlp.load_dataset('scientific_papers', 'arxiv',)`.
```
Traceback (most recent call last):
File "scripts/summarization.py", line 354, in <module>
main(a... |
https://github.com/huggingface/datasets/issues/4140 | Error loading arxiv data set | Thanks for the quick response! It works now. The problem is that I used nlp. load_dataset instead of datasets. load_dataset. | ## Describe the bug
A clear and concise description of what the bug is.
I met the error below when loading arxiv dataset via `nlp.load_dataset('scientific_papers', 'arxiv',)`.
```
Traceback (most recent call last):
File "scripts/summarization.py", line 354, in <module>
main(args)
File "scripts/summari... | 20 | Error loading arxiv data set
## Describe the bug
A clear and concise description of what the bug is.
I met the error below when loading arxiv dataset via `nlp.load_dataset('scientific_papers', 'arxiv',)`.
```
Traceback (most recent call last):
File "scripts/summarization.py", line 354, in <module>
main(a... |
https://github.com/huggingface/datasets/issues/4398 | Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError` | It works if we either remove the `ds = ds.cast_column("id", Value("int32"))` line from the code above, or if instead calling `ds.remove_columns()` we remove the columns inside each mapping as `ds.map(..., remove_columns=[...])` instead of right after the mapping.
Both of those solutions seem to fix the issue, so the... | First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue.
## Describe the bug
Calling a certain combination of operations over a 🤗 `Dataset` and then trying to calculate the `faiss` index with `.add... | 138 | Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError`
First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue.
## Describe the bug
C... |
https://github.com/huggingface/datasets/issues/4398 | Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError` | FYI the main reason I want to use `dataset.remove_columns` rather than the function inside `dataset.map` is because according to the 🤗 Datasets documentation, it's faster.
"🤗 Datasets also has a [Dataset.remove_columns()](https://huggingface.co/docs/datasets/v2.2.1/en/package_reference/main_classes#datasets.Datase... | First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue.
## Describe the bug
Calling a certain combination of operations over a 🤗 `Dataset` and then trying to calculate the `faiss` index with `.add... | 52 | Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError`
First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue.
## Describe the bug
C... |
https://github.com/huggingface/datasets/issues/4398 | Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError` | Here I'm presenting all the scenarios so that you can further investigate the issue:
- ✅ `cast_column` -> `map` with `remove_columns` -> `map` with `remove_columns` -> `add_faiss_index`
```python
from transformers import DPRContextEncoder, DPRContextEncoderTokenizer
import torch
torch.set_grad_enab... | First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue.
## Describe the bug
Calling a certain combination of operations over a 🤗 `Dataset` and then trying to calculate the `faiss` index with `.add... | 335 | Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError`
First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue.
## Describe the bug
C... |
https://github.com/huggingface/datasets/issues/4398 | Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError` | So on, I've created #4411 so as to fix the bug with `remove_columns` under certain conditions before `add_faiss_index`, which means that the scenarios not working above are already working fine. | First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue.
## Describe the bug
Calling a certain combination of operations over a 🤗 `Dataset` and then trying to calculate the `faiss` index with `.add... | 30 | Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError`
First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue.
## Describe the bug
C... |
https://github.com/huggingface/datasets/issues/6238 | `dataset.filter` ALWAYS removes the first item from the dataset when using batched=True | `filter` treats the function's output as a (selection) mask - `True` keeps the sample, and `False` drops it. In your case, `bool(0)` evaluates to `False`, so dropping the first sample is the correct behavior. | ### Describe the bug
If you call batched=True when calling `filter`, the first item is _always_ filtered out, regardless of the filter condition.
### Steps to reproduce the bug
Here's a minimal example:
```python
def filter_batch_always_true(batch, indices):
print("First index being passed into this filte... | 34 | `dataset.filter` ALWAYS removes the first item from the dataset when using batched=True
### Describe the bug
If you call batched=True when calling `filter`, the first item is _always_ filtered out, regardless of the filter condition.
### Steps to reproduce the bug
Here's a minimal example:
```python
def filter... |
https://github.com/huggingface/datasets/issues/6845 | load_dataset doesn't support list column | I encountered this same issue when loading a customized dataset for ORPO training, in which there were three columns and two of them were lists.
I debugged and found that it might be caused by the type-infer mechanism and because in some chunks one of the columns is always an empty list ([]), it was regarded as ```li... | ### Describe the bug
dataset = load_dataset("Doraemon-AI/text-to-neo4j-cypher-chinese")
got exception:
Generating train split: 1834 examples [00:00, 5227.98 examples/s]
Traceback (most recent call last):
File "/usr/local/lib/python3.11/dist-packages/datasets/builder.py", line 2011, in _prepare_split_single
... | 121 | load_dataset doesn't support list column
### Describe the bug
dataset = load_dataset("Doraemon-AI/text-to-neo4j-cypher-chinese")
got exception:
Generating train split: 1834 examples [00:00, 5227.98 examples/s]
Traceback (most recent call last):
File "/usr/local/lib/python3.11/dist-packages/datasets/builder.py"... |
https://github.com/huggingface/datasets/issues/6845 | load_dataset doesn't support list column | My data were like following format:
{"messages": [{"content": "【角色与核心任务】 \n你是一个对话系统中xxxx，不用给出分类解释。", "role": "user"}, {"content": "[\"图文对话\"]", "role": "assistant"}], "images": ["xxx"]}
or
{"messages": [{"content": "【角色与核心任务】 \n你是一个对话系统中xxxx，不用给出分类解释。", "role": "user"}, {"content": "[\"文文对话\"]", "role": "assistant"... | ### Describe the bug
dataset = load_dataset("Doraemon-AI/text-to-neo4j-cypher-chinese")
got exception:
Generating train split: 1834 examples [00:00, 5227.98 examples/s]
Traceback (most recent call last):
File "/usr/local/lib/python3.11/dist-packages/datasets/builder.py", line 2011, in _prepare_split_single
... | 58 | load_dataset doesn't support list column
### Describe the bug
dataset = load_dataset("Doraemon-AI/text-to-neo4j-cypher-chinese")
got exception:
Generating train split: 1834 examples [00:00, 5227.98 examples/s]
Traceback (most recent call last):
File "/usr/local/lib/python3.11/dist-packages/datasets/builder.py"... |
https://github.com/huggingface/datasets/issues/6246 | Add new column to dataset | I think it's an issue with the code.
Specifically:
```python
dataset = dataset['train'].add_column("/workspace/data", new_column)
```
Now `dataset` is the train set with a new column.
To fix this, you can do:
```python
dataset['train'] = dataset['train'].add_column("/workspace/data", new_column)
``` | ### Describe the bug
```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/workspace/data']
3 frames
[/... | 37 | Add new column to dataset
### Describe the bug
```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/worksp... |
https://github.com/huggingface/datasets/issues/6246 | Add new column to dataset | > I think it's an issue with the code.
>
> Specifically:
>
> ```python
> dataset = dataset['train'].add_column("/workspace/data", new_column)
> ```
>
> Now `dataset` is the train set with a new column. To fix this, you can do:
>
> ```python
> dataset['train'] = dataset['train'].add_column("/workspace/dat... | ### Describe the bug
```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/workspace/data']
3 frames
[/... | 77 | Add new column to dataset
### Describe the bug
```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/worksp... |
https://github.com/huggingface/datasets/issues/6246 | Add new column to dataset | I think there is a slight misunderstanding.
```python
new_column = ["mask"] * len(dataset["train"])
dataset['train'] = dataset['train'].add_column("/workspace/data", new_column)
```
adds a column with the string `mask` to your dataset.
If you're trying to load the images `"mask_{idx}.png"` in your dataset, you ... | ### Describe the bug
```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/workspace/data']
3 frames
[/... | 96 | Add new column to dataset
### Describe the bug
```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/worksp... |
https://github.com/huggingface/datasets/issues/6246 | Add new column to dataset | > I think there is a slight misunderstanding.
>
> ```python
> new_column = ["mask"] * len(dataset["train"])
> dataset['train'] = dataset['train'].add_column("/workspace/data", new_column)
> ```
>
> adds a column with the string `mask` to your dataset. If you're trying to load the images `"mask_{idx}.png"` in y... | ### Describe the bug
```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/workspace/data']
3 frames
[/... | 146 | Add new column to dataset
### Describe the bug
```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/worksp... |
https://github.com/huggingface/datasets/issues/5412 | load_dataset() cannot find dataset_info.json with multiple training runs in parallel | Hi ! It fails because the dataset is already being prepared by your first run. I'd encourage you to prepare your dataset before using it for multiple trainings.
You can also specify another cache directory by passing `cache_dir=` to `load_dataset()`. | ### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code throws this error.
If there is a workaround to ignore the cache I think that would ... | 40 | load_dataset() cannot find dataset_info.json with multiple training runs in parallel
### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code t... |
https://github.com/huggingface/datasets/issues/5412 | load_dataset() cannot find dataset_info.json with multiple training runs in parallel | Thank you! What do you mean by prepare it beforehand? I am unclear how to conduct dataset preparation outside of using the `load_dataset` function. | ### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code throws this error.
If there is a workaround to ignore the cache I think that would ... | 24 | load_dataset() cannot find dataset_info.json with multiple training runs in parallel
### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code t... |
https://github.com/huggingface/datasets/issues/5412 | load_dataset() cannot find dataset_info.json with multiple training runs in parallel | You can have a separate script that does load_dataset + map + save_to_disk to save your prepared dataset somewhere. Then in your training script you can reload the dataset with load_from_disk | ### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code throws this error.
If there is a workaround to ignore the cache I think that would ... | 31 | load_dataset() cannot find dataset_info.json with multiple training runs in parallel
### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code t... |
https://github.com/huggingface/datasets/issues/5412 | load_dataset() cannot find dataset_info.json with multiple training runs in parallel | Thank you! I believe I was running additional map steps after loading, resulting in the cache conflict. | ### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code throws this error.
If there is a workaround to ignore the cache I think that would ... | 17 | load_dataset() cannot find dataset_info.json with multiple training runs in parallel
### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code t... |
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