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datasets fail to process SQuADv1.1 with max_seq_length=128, doc_stride=96 when calling datasets["train"].train_dataset.map().
## Steps to reproduce the bug
I used huggingface[ TF2 question-answering examples](https://github.com/huggingface/transformers/tree/main/examples/tensorflow/question-a... | 2022-07-29T11:18:24Z | https://github.com/huggingface/datasets/issues/4769 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Once `rouge-score` has made the 0.1.2 release to fix their issue https://github.com/google-research/google-research/issues/1212, we can unpin it.
Related to:
- #4735 | 2022-07-29T16:42:28Z | https://github.com/huggingface/datasets/pull/4768 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | After latest release, `map_nested` docstring needs being updated with the right version for versionchanged and versionadded. | 2022-07-29T11:51:25Z | https://github.com/huggingface/datasets/pull/4765 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | `tf.data` needs to know the shape of tensors emitted from a `tf.data.Dataset`. Although `None` dimensions are possible, overusing them can cause problems - Keras uses the dataset tensor spec at compile-time, and so saying that a dimension is `None` when it's actually constant can hurt performance, or even cause trainin... | 2022-09-08T19:17:54Z | https://github.com/huggingface/datasets/pull/4763 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Just took your comment into account @mariosasko , let me know if it's good for you now :)"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | `IterableDataset._resolve_features` was returning the features sorted alphabetically by column name, which is not consistent with non-streaming. I changed this and used the order of columns from the data themselves. It was causing some inconsistencies in the dataset viewer as well.
I also fixed `interleave_datasets`... | 2022-09-09T17:17:39Z | https://github.com/huggingface/datasets/pull/4762 | {
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"And I don't see any speed up when increasing the number of GPUs while calling `get_nearest_examples_batch`.",
"Hi ! Yes search_batch uses FAISS search which happens in parallel across the GPUs\r\n\r\n> And I don't see any speed up when increasing the number of GPUs while calling get_nearest_examples_batch.\r\n\r... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | While I notice that `add_faiss_index` has supported assigning multiple GPUs, I am still confused about how it works.
Does the `search-batch` function automatically parallelizes the input queries to different gpus?https://github.com/huggingface/datasets/blob/d76599bdd4d186b2e7c4f468b05766016055a0a5/src/datasets/sea... | 2023-07-21T02:07:10Z | https://github.com/huggingface/datasets/issues/4761 | {
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"Hi @SaulLu, thanks for reporting.\r\n\r\nI think offline mode is not supported for datasets containing only data files (without any loading script). I'm having a look into this...",
"Thanks for your feedback! \r\n\r\nTo give you a little more info, if you don't set the offline mode flag, the script will load the... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
I can't retrieve a cached dataset with offline mode enabled
## Steps to reproduce the bug
To reproduce my issue, first, you'll need to run a script that will cache the dataset
```python
import os
os.environ["HF_DATASETS_OFFLINE"] = "0"
import datasets
datasets.logging.set_verbosity_i... | 2024-02-15T17:27:07Z | https://github.com/huggingface/datasets/issues/4760 | {
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https://api.github.com/repos/huggingface/datasets/issues/4759/comments | https://api.github.com/repos/huggingface/datasets/issues/4759/timeline | 2022-07-28T13:17:48Z | null | completed | I_kwDODunzps5OuY3E | closed | [
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"I refreshed the dataset viewer manually, it's fixed now. Sorry for the inconvenience.\r\n<img width=\"1557\" alt=\"Capture d’écran 2022-07-28 à 09 17 39\" src=\"https://user-images.githubusercontent.com/1676121/181514666-92d7f8e1-ddc1-4769-84f3-f1edfdb902e8.png\">\r\n\r\n"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Link
https://huggingface.co/datasets/Toygar/turkish-offensive-language-detection
### Description
Status code: 400
Exception: Status400Error
Message: The dataset does not exist.
Hi, I provided train.csv, test.csv and valid.csv files. However, viewer says dataset does not exist.
Should I n... | 2022-07-28T13:17:56Z | https://github.com/huggingface/datasets/issues/4759 | {
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Currently, we mention this in our docs here: [Create a dataset loading script > Download data files and organize split... | 2022-08-25T18:34:24Z | https://github.com/huggingface/datasets/issues/4757 | {
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"I've built a minimal example that shows this bug without `n_proc`. It seems like it's a problem any way of using **tokenizers, `overflow_to_sample_mapping`, and Dataset.map, with a small batch size**:\r\n\r\n```\r\nimport datasets\r\nimport transformers\r\npretrained = 'deepset/tinyroberta-squad2'\r\ntokenizer = t... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When using `tokenizer`, we can retrieve the field `overflow_to_sample_mapping`, since long samples will be overflown into multiple token sequences.
However, when tokenizing is done via `Dataset.map`, with `n_proc > 1`, the `overflow_to_sample_mapping` field is wrong. This seems to be because ea... | 2023-12-13T19:34:43Z | https://github.com/huggingface/datasets/issues/4755 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Following https://github.com/huggingface/datasets/pull/4753 there was still a "unknown" langauge tag in `wikipedia` so the job at https://github.com/huggingface/datasets/runs/7542567336?check_suite_focus=true failed for wikipedia | 2022-07-27T15:03:00Z | https://github.com/huggingface/datasets/pull/4754 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Following (internal) https://github.com/huggingface/moon-landing/pull/3509, we need to move the bcp47 tags to `language_bcp47` and keep the `language` tag for iso 639 1-2-3 codes. In particular I made sure that all the tags in `languages` are not longer than 3 characters. I moved the rest to `language_bcp47` and fixed ... | 2022-07-27T14:50:03Z | https://github.com/huggingface/datasets/pull/4753 | {
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https://api.github.com/repos/huggingface/datasets/issues/4752/comments | https://api.github.com/repos/huggingface/datasets/issues/4752/timeline | null | null | null | I_kwDODunzps5OpW3Z | open | [] | null | 4,752 | {
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"gists_url":... | DatasetInfo issue when testing multiple configs: mixed task_templates | https://api.github.com/repos/huggingface/datasets/issues/4752/events | null | https://api.github.com/repos/huggingface/datasets/issues/4752/labels{/name} | 2022-07-27T12:04:54Z | null | false | null | null | 1,319,464,409 | [
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"I've narrowed down the issue to the `dataset_module_factory` which already creates a `dataset_infos.json` file down in the `.cache/modules/dataset_modules/..` folder. That JSON file already contains the wrong task_templates for `unfiltered`.",
"Ugh. Found the issue: apparently `datasets` was reusing the already ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
When running the `datasets-cli test` it would seem that some config properties in a DatasetInfo get mangled, leading to issues, e.g., about the ClassLabel.
## Steps to reproduce the bug
In summary, what I want to do is create three configs:
- unfiltered: no classlabel, no tasks. Gets data fr... | 2022-08-08T18:20:50Z | https://github.com/huggingface/datasets/issues/4752 | {
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"gist... | Added dataset information in clinic oos dataset card | https://api.github.com/repos/huggingface/datasets/issues/4751/events | null | https://api.github.com/repos/huggingface/datasets/issues/4751/labels{/name} | 2022-07-27T11:44:28Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR aims to add relevant information like the Description, Language and citation information of the clinic oos dataset card. | 2022-07-28T10:53:21Z | https://github.com/huggingface/datasets/pull/4751 | {
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https://api.github.com/repos/huggingface/datasets/issues/4750/comments | https://api.github.com/repos/huggingface/datasets/issues/4750/timeline | 2022-07-27T13:58:07Z | null | completed | I_kwDODunzps5Oo28N | closed | [] | null | 4,750 | {
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"Hi ! I think the simplest is to copy paste the `_split_generators` code from the other datasets and do a bunch of if-else, as in the glue dataset: https://huggingface.co/datasets/glue/blob/main/glue.py#L467",
"Ok, I see. Thank you"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hi,
I would like to create a loading script for a benchmark comprising multiple huggingface datasets.
The function _split_generators needs to return the files for the respective dataset. However, the files are not always in the same location for each dataset. I want to just make a wrapper dataset that provides a si... | 2022-07-27T13:58:07Z | https://github.com/huggingface/datasets/issues/4750 | {
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https://api.github.com/repos/huggingface/datasets/issues/4748/comments | https://api.github.com/repos/huggingface/datasets/issues/4748/timeline | 2022-07-27T17:16:12Z | null | null | PR_kwDODunzps48JTEb | closed | [] | false | 4,748 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR follows up on #4710 to separate the object detection and image classification guides. It expands a little more on the original guide to include a more complete example of loading and transforming a whole dataset. | 2022-07-27T17:28:21Z | https://github.com/huggingface/datasets/pull/4748 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"This is ready for review cc @mariosasko :) please let me know what you think !"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Following https://github.com/huggingface/datasets/pull/4724 (needs to be merged first)
It's good practice to shard parquet files to enable parallelism with spark/dask/etc.
I added the `max_shard_size` parameter to `download_and_prepare` (default to 500MB for parquet, and None for arrow).
```python
from datase... | 2022-09-15T13:43:55Z | https://github.com/huggingface/datasets/pull/4747 | {
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"The dataset is empty, as far as I can tell: there are no files in the repository at https://huggingface.co/datasets/yanekyuk/wikikey/tree/main\r\n\r\nMaybe the viewer can display a better message for empty datasets",
"OK. Closing as it's not an error. We will work on making the error message a lot clearer."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | 2022-09-08T08:15:22Z | https://github.com/huggingface/datasets/issues/4746 | {
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"Thanks for opening this issue :)\r\n\r\nIf it can help, I think you can already use `huggingface_hub` to achieve this:\r\n```python\r\n>>> from huggingface_hub import HfApi\r\n>>> [ds_info.id for ds_info in HfApi().list_datasets(use_auth_token=token) if ds_info.private]\r\n['bigscience/xxxx', 'bigscience-catalogue... | https://api.github.com/repos/huggingface/datasets | NONE | I am working with a large collection of private datasets, it would be convenient for me to be able to list them.
I would envision extending the convention of using `use_auth_token` keyword argument to `list_datasets` function, then calling:
```
list_datasets(use_auth_token="my_token")
```
would return the li... | 2023-07-25T15:01:49Z | https://github.com/huggingface/datasets/issues/4745 | {
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"Note that for me personally, conceptually all the dummy data (even for \"canonical\" datasets) should be superseded by `datasets-server`, which performs some kind of CI/CD of datasets (including the canonical ones)",
"I totally agree: next step should be rethinking if dummy data makes sense for canonical dataset... | https://api.github.com/repos/huggingface/datasets | MEMBER | In our docs, we indicate to generate the dummy data: https://huggingface.co/docs/datasets/dataset_script#testing-data-and-checksum-metadata
However:
- dummy data makes sense only for datasets in our GitHub repo: so that we can test their loading with our CI
- for datasets on the Hub:
- they do not pass any CI t... | 2022-08-02T23:50:30Z | https://github.com/huggingface/datasets/issues/4744 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR updates the `map` docs for processing text to include `return_tensors="np"` to make it run faster (see #4676). | 2022-07-27T16:22:04Z | https://github.com/huggingface/datasets/pull/4743 | {
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"Hi @BramVanroy, thanks for reporting.\r\n\r\nFirst of all, please note that you do not need the dummy data: this was the case when we were adding datasets to the `datasets` library (on this GitHub repo), so that we could test the correct loading of all datasets with our CI. However, this is no longer the case for ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
To finalize my dataset, I wanted to create dummy data as per the guide and I ran
```shell
datasets-cli dummy_data datasets/hebban-reviews --auto_generate
```
where hebban-reviews is [this repo](https://huggingface.co/datasets/BramVanroy/hebban-reviews). And even though the scripts runs an... | 2022-11-04T14:04:24Z | https://github.com/huggingface/datasets/issues/4742 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
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"_The documentation is not available anymore as the PR was closed or merged._",
"@lhoestq as a workaround to preserve previous behavior, the parameter `multiprocessing_min_length=16` is passed from `download` to `map_nested`, so that multiprocessing is only used if at least 16 files to be downloaded.\r\n\r\nNote ... | https://api.github.com/repos/huggingface/datasets | MEMBER | As previously discussed:
Before, multiprocessing was not used in `map_nested` if `num_proc` was greater than or equal to `len(iterable)`.
- Multiprocessing was not used e.g. when passing `num_proc=20` but having 19 files to download
- As by default, `DownloadManager` sets `num_proc=16`, before multiprocessing was ... | 2022-07-28T10:53:23Z | https://github.com/huggingface/datasets/pull/4740 | {
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https://api.github.com/repos/huggingface/datasets/issues/4739/comments | https://api.github.com/repos/huggingface/datasets/issues/4739/timeline | 2022-07-28T11:32:16Z | null | null | PR_kwDODunzps48BHdE | closed | [] | false | 4,739 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I mark this as Draft because the deprecated version number needs being updated after the latest release.",
"Perhaps now is the time to also update the `inspect_metric` from `evaluate` with the changes introduced in https://github.c... | https://api.github.com/repos/huggingface/datasets | MEMBER | Deprecate metrics:
- deprecate public functions: `load_metric`, `list_metrics` and `inspect_metric`: docstring and warning
- test deprecation warnings are issues
- deprecate metrics in all docs
- remove mentions to metrics in docs and README
- deprecate internal functions/classes
Maybe we should also stop testi... | 2022-07-28T11:44:27Z | https://github.com/huggingface/datasets/pull/4739 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I think this PR can be merged. Willing to see it in action.\r\n\r\nCC: @lhoestq "
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR:
- Implements separate unit/integration tests
- A fail in integration tests does not cancel the rest of the jobs
- We should implement more robust integration tests: work in progress in a subsequent PR
- For the moment, test involving network requests are marked as integration: to be evolved | 2022-07-26T20:19:22Z | https://github.com/huggingface/datasets/pull/4738 | {
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"Hi! The server with the data seems to be down. I've reported this issue (https://github.com/CSAILVision/sceneparsing/issues/34) in the dataset repo. ",
"The URL seems to work now, and therefore the script as well."
] | https://api.github.com/repos/huggingface/datasets | NONE | ```
from datasets import load_dataset
dataset = load_dataset("scene_parse_150", "scene_parsing")
FileNotFoundError: Couldn't find file at http://data.csail.mit.edu/places/ADEchallenge/ADEChallengeData2016.zip
```
| 2022-09-01T15:37:11Z | https://github.com/huggingface/datasets/issues/4737 | {
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"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."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2022-07-22T13:46:38Z | https://github.com/huggingface/datasets/issues/4736 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Temporarily pin `rouge_score` (to avoid latest version 0.7.0) until the issue is fixed.
Fix #4734 | 2022-07-22T07:58:14Z | https://github.com/huggingface/datasets/pull/4735 | {
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"We have added a comment on an existing issue opened in their repo: https://github.com/google-research/google-research/issues/1212#issuecomment-1192267130\r\n- https://github.com/google-research/google-research/issues/1212"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
After the today release of `rouge_score-0.0.7` it seems no longer importable. Our CI fails: https://github.com/huggingface/datasets/runs/7463218591?check_suite_focus=true
```
FAILED tests/test_dataset_common.py::LocalDatasetTest::test_builder_class_bigbench
FAILED tests/test_dataset_common.py::L... | 2022-07-22T07:45:19Z | https://github.com/huggingface/datasets/issues/4734 | {
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"Fixed by:\r\n- #4735"
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
A clear and concise description of what the bug is.
Loading Rouge metric gives error after latest rouge-score==0.0.7 release.
Downgrading rougemetric==0.0.4 works fine.
## Steps to reproduce the bug
```python
# Sample code to reproduce the bug
```
## Expected results
A clear and concis... | 2022-07-22T09:08:02Z | https://github.com/huggingface/datasets/issues/4733 | {
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"Thanks for the feedback!\r\n\r\nI think since this issue is closely related to loading, I can add a clearer explanation under [Load > local loading script](https://huggingface.co/docs/datasets/main/en/loading#local-loading-script).",
"That makes sense but I think having a line about it under https://huggingface.... | https://api.github.com/repos/huggingface/datasets | MEMBER | As reported by @TrentBrick here https://github.com/huggingface/datasets/issues/4725#issuecomment-1191858596, it could be more clear that loading a dataset by passing its name does not use the (modified) local script of it.
What he did:
- he installed `datasets` from source
- he modified locally `datasets/the_pile/... | 2022-08-23T16:32:23Z | https://github.com/huggingface/datasets/issues/4732 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
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"My bad, `482 * 418 * 50000 * 3 / 1000000 = 30221 MB` ( https://stackoverflow.com/a/42979315 ).\r\n\r\nMeanwhile `256 * 256 * 50000 * 3 / 1000000 = 9830 MB`. We are loading the non-cropped images and that is why we take so much RAM."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
Loading into memory the validation split of imagenet-1k takes much more RAM than expected. Assuming ImageNet-1k is 150 GB, split is 50000 validation images and 1,281,167 train images, I would expect only about 6 GB loaded in RAM.
## Steps to reproduce the bug
```python
from datasets import... | 2022-07-21T16:41:04Z | https://github.com/huggingface/datasets/issues/4730 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR refactors `test_upstream_hub` by removing unittests and using the following pytest Hub fixtures:
- `ci_hub_config`
- `set_ci_hub_access_token`: to replace setUp/tearDown
- `temporary_repo` context manager: to replace `try... finally`
- `cleanup_repo`: to delete repo accidentally created if one of the tests ... | 2022-07-22T15:09:49Z | https://github.com/huggingface/datasets/pull/4729 | {
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"Hi @rohitvincent, thanks for reporting.\r\n\r\nUnfortunately I'm not able to reproduce your issue:\r\n```python\r\nIn [2]: from datasets import load_dataset, DownloadMode\r\n ...: load_dataset(path='financial_phrasebank',name='sentences_allagree', download_mode=\"force_redownload\")\r\nDownloading builder script... | https://api.github.com/repos/huggingface/datasets | NONE | I tried both codes below to download the financial phrasebank dataset (https://huggingface.co/datasets/financial_phrasebank) with the sentences_allagree subset. However, the code gives a 403 error when executed from multiple machines locally or on the cloud.
```
from datasets import load_dataset, DownloadMode
load... | 2022-08-04T08:32:35Z | https://github.com/huggingface/datasets/issues/4728 | {
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"The preview is working OK:\r\n\r\n\r\n\r\n"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Link
https://huggingface.co/datasets/TheNoob3131/mosquito-data/viewer/TheNoob3131--mosquito-data/test
### Description
Dataset preview not showing with large files. Says 'split cache is empty' even though there are train and test splits.
### Owner
_No response_ | 2022-07-21T07:51:56Z | https://github.com/huggingface/datasets/issues/4727 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | The Markdown link fails to render if it is in the same line as the `<span>`. This PR implements @mishig25's fix by using `<a href=" ">` instead.
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"Thanks for reporting, @TrentBrick. We are addressing the change with their data host server.\r\n\r\nOn the meantime, if you would like to work with your fixed local copy of the_pile script, you should use:\r\n```python\r\nload_dataset(\"path/to/your/local/the_pile/the_pile.py\",...\r\n```\r\ninstead of just `load_... | https://api.github.com/repos/huggingface/datasets | NONE | https://github.com/huggingface/datasets/pull/3627 changed the Eleuther AI Pile dataset URL from https://the-eye.eu/ to https://mystic.the-eye.eu/ but the latter is now broken and the former works again.
Note that when I git clone the repo and use `pip install -e .` and then edit the URL back the codebase doesn't se... | 2022-07-22T06:09:46Z | https://github.com/huggingface/datasets/issues/4725 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Added some docs for dask and took your comments into account\r\n\r\ncc @philschmid if you also want to take a look :)",
"Just noticed that it would be more convenient to pass the output dir to download_and_prepare directly, to bypa... | https://api.github.com/repos/huggingface/datasets | MEMBER | Download a dataset as Parquet in a cloud storage can be useful for streaming mode and to use with spark/dask/ray.
This PR adds support for `fsspec` URIs like `s3://...`, `gcs://...` etc. and ads the `file_format` to save as parquet instead of arrow:
```python
from datasets import *
cache_dir = "s3://..."
build... | 2022-09-05T17:27:25Z | https://github.com/huggingface/datasets/pull/4724 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Previously, fixture modules `hub_fixtures` and `s3_fixtures`:
- were both at the root test directory
- were imported using `import *`
- as a side effect, the modules `os` and `pytest` were imported from `s3_fixtures` into `conftest`
This PR:
- puts both fixture modules in a dedicated directory `fixtures`
- re... | 2022-07-21T14:37:11Z | https://github.com/huggingface/datasets/pull/4723 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | `href="/docs/datasets/quickstart#audio"` implicitly goes to `href="/docs/datasets/{$LATEST_STABLE_VERSION}/quickstart#audio"`. Therefore, https://huggingface.co/docs/datasets/quickstart#audio #audio hashlink does not work since the new docs were not added to v2.3.2 (LATEST_STABLE_VERSION)
to preserve the version, it... | 2022-07-20T17:02:33Z | https://github.com/huggingface/datasets/pull/4722 | {
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"Hi ! It looks like a bug in `pyarrow`. If you manage to end up with only one chunk per parquet file it should workaround this issue.\r\n\r\nTo achieve that you can try to lower the value of `max_shard_size` and also don't use `map` before `push_to_hub`.\r\n\r\nDo you have a minimum reproducible example that we can... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
I am fine tuning a wav2vec2 model following the script here using my own dataset: https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py
Loading my Audio dataset from the hub which was originally generated from disk results in th... | 2022-07-22T14:11:47Z | https://github.com/huggingface/datasets/issues/4721 | {
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https://api.github.com/repos/huggingface/datasets/issues/4720/comments | https://api.github.com/repos/huggingface/datasets/issues/4720/timeline | 2022-09-08T16:47:21Z | null | completed | I_kwDODunzps5OFLYj | closed | [] | null | 4,720 | {
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"gists_url"... | Dataset Viewer issue for shamikbose89/lancaster_newsbooks | https://api.github.com/repos/huggingface/datasets/issues/4720/events | null | https://api.github.com/repos/huggingface/datasets/issues/4720/labels{/name} | 2022-07-19T20:00:07Z | null | false | null | null | 1,309,980,195 | [] | https://api.github.com/repos/huggingface/datasets/issues/4720 | [
"It seems like the list of splits could not be obtained:\r\n\r\n```python\r\n>>> from datasets import get_dataset_split_names\r\n>>> get_dataset_split_names(\"shamikbose89/lancaster_newsbooks\", \"default\")\r\nUsing custom data configuration default\r\nTraceback (most recent call last):\r\n File \"/home/slesage/h... | https://api.github.com/repos/huggingface/datasets | NONE | ### Link
https://huggingface.co/datasets/shamikbose89/lancaster_newsbooks
### Description
Status code: 400
Exception: ValueError
Message: Cannot seek streaming HTTP file
I am able to use the dataset loading script locally and it also runs when I'm using the one from the hub, but the viewer sti... | 2022-09-08T16:47:21Z | https://github.com/huggingface/datasets/issues/4720 | {
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"I am also getting a ValueError: 'Couldn't cast' at the bottom. Is this because of some delimiter issue? My dataset is on the Huggingface Hub. If you could look at it, that would be greatly appreciated.",
"Hi @thenerd31, thanks for reporting.\r\n\r\nPlease note that your issue is not caused by the Hugging Face Da... | https://api.github.com/repos/huggingface/datasets | NONE | 
So my dataset is public in the Huggingface Hub, but when I try to load it using the load_dataset command, it shows that it is downloading the files, but throws a ValueError. When I went to my directory to ... | 2022-07-20T06:46:57Z | https://github.com/huggingface/datasets/issues/4719 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR:
- Makes `Extractor` accept instance of `Path` as input
- Removes unnecessary castings of `Path` to `str` | 2022-07-22T13:42:27Z | https://github.com/huggingface/datasets/pull/4718 | {
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"It's currently working, as far as I understand\r\n\r\nhttps://huggingface.co/datasets/LawalAfeez/englishreview-ds-mini/viewer/LawalAfeez--englishreview-ds-mini/train\r\n\r\n<img width=\"1556\" alt=\"Capture d’écran 2022-07-19 à 09 24 01\" src=\"https://user-images.githubusercontent.com/1676121/179761130-2d7980b9... | https://api.github.com/repos/huggingface/datasets | NONE | ### Link
_No response_
### Description
Unable to view the split data
### Owner
_No response_ | 2022-07-20T08:32:57Z | https://github.com/huggingface/datasets/issues/4717 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"IMO `DatasetMetadata` shouldn't crash with attributes that it doesn't know, btw",
"Yea this PR is mostly to have a validation that this field contains a list of strings.\r\n\r\nRegarding unknown fields, the tagging app currently re... | https://api.github.com/repos/huggingface/datasets | MEMBER | Added the "tags" YAML tag, so that users can specify data domain/topics keywords for dataset search | 2022-07-20T13:44:50Z | https://github.com/huggingface/datasets/pull/4716 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"CI failures are about missing content in the dataset cards or bad tags, and this is unrelated to this PR. Merging :)"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | We're now using `part-of-speech` and not `part-of-speech-tagging`, see discussion here: https://github.com/huggingface/datasets/commit/114c09aff2fa1519597b46fbcd5a8e0c0d3ae020#r78794777 | 2022-07-19T12:54:34Z | https://github.com/huggingface/datasets/pull/4715 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"hahaha what a timing, I added my comment right after you merged x)\r\n\r\nyou can ignore my (nit), it's fine",
"Sorry, just too sync... :sweat_smile: "
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR:
- makes `NamedSplit` sortable: so that `sorted()` can be called on them
- removes unnecessary `sorted()` on `dict.keys()`: `dict_keys` view is already like a `set`
- removes unnecessary casting of `NamedSplit` to `str` | 2022-07-22T09:39:45Z | https://github.com/huggingface/datasets/pull/4714 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | The `sox` OS package needs being installed manually using the distribution package manager.
This PR adds this explanation to the docs. | 2022-07-21T08:16:59Z | https://github.com/huggingface/datasets/pull/4713 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Highlight that the licence granted by Amazon only covers non-commercial research use. | 2022-07-27T16:09:40Z | https://github.com/huggingface/datasets/pull/4712 | {
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"I'm closing this issue as both the Audio and Image sections now have a \"Create dataset\" page that contains the info about writing the loading script version of a dataset."
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently, in our docs for Audio/Vision/Text, we explain how to:
- Load data
- Process data
However we only explain how to *Create a dataset loading script* for text data.
I think it would be useful that we add the same for Audio/Vision as these have some specificities different from Text.
See, for example:
... | 2023-07-25T16:07:52Z | https://github.com/huggingface/datasets/issues/4711 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Great idea! Now that we have more than one task, it makes sense to separate image classification and object detection so it'll be easier for users to follow.",
"@lhoestq do we want to do that in this PR, or should we merge it and l... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | The following adds a quick guide on how to process object detection datasets with `albumentations`. | 2022-07-21T20:10:35Z | https://github.com/huggingface/datasets/pull/4710 | {
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"Hi ! That would be awesome to have them indeed, thanks for opening this issue\r\n\r\nI just added you to the WMT org on the HF Hub if you're interested in adding those datasets.\r\n\r\nFeel free to create a dataset repository for each dataset and upload the data files there :) preferably in ZIP archives instead of... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Adding a Dataset
- **Name:** WMT21 & WMT22
- **Description:** We are going to have three tracks: two small tasks and a large task.
The small tracks evaluate translation between fairly related languages and English (all pairs). The large track uses 101 languages.
- **Paper:** /
- **Data:** https://statmt.org/wmt... | 2023-06-20T09:02:11Z | https://github.com/huggingface/datasets/issues/4709 | {
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https://api.github.com/repos/huggingface/datasets/issues/4708/comments | https://api.github.com/repos/huggingface/datasets/issues/4708/timeline | 2022-07-22T06:18:11Z | null | null | PR_kwDODunzps47lewm | closed | [] | false | 4,708 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently there is a bug in `require_torchaudio` (indeed it is requiring `sox` instead):
```python
def require_torchaudio(test_case):
if find_spec("sox") is None:
...
```
The bug was introduced by:
- #3685
- Commit: https://github.com/huggingface/datasets/pull/3685/commits/b5a3e7122d49c4dcc9333b1d8d18a8... | 2022-07-22T06:30:56Z | https://github.com/huggingface/datasets/pull/4708 | {
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"Thanks for reporting. I refreshed the dataset viewer and it now works as expected.\r\n\r\nhttps://huggingface.co/datasets/TheNoob3131/mosquito-data\r\n\r\n<img width=\"1135\" alt=\"Capture d’écran 2022-07-18 à 13 15 22\" src=\"https://user-images.githubusercontent.com/1676121/179566497-e47f1a27-fd84-4a8d-9d7f-2e... | https://api.github.com/repos/huggingface/datasets | NONE | ### Link
_No response_
### Description
Getting this error when trying to view dataset preview:
Message: 401, message='Unauthorized', url=URL('https://huggingface.co/datasets/TheNoob3131/mosquito-data/resolve/8aceebd6c4a359d216d10ef020868bd9e8c986dd/0_Africa_train.csv')
### Owner
_No response_ | 2022-07-18T19:44:46Z | https://github.com/huggingface/datasets/issues/4707 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I guess the report link is this instead: https://huggingface.co/datasets/xtreme/discussions/1"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | As reported in https://huggingface.co/muibk, there are empty examples in xtreme/bucc18.de
I applied your fix @mustaszewski
I also used a dict to make the dataset generation much faster | 2022-07-19T06:41:14Z | https://github.com/huggingface/datasets/pull/4706 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | As reported in https://huggingface.co/datasets/crd3/discussions/1#62cc377073b2512b81662794, each split of the dataset was containing the same data. This issues comes from a bug in the dataset script
I fixed it and also uploaded the data to hf.co to make the dataset work in streaming mode | 2022-07-21T17:18:44Z | https://github.com/huggingface/datasets/pull/4705 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently, if `zstandard` or `lz4` are not installed, `test_compression_filesystems` and `test_streaming_dl_manager_extract_all_supported_single_file_compression_types` are skipped for all compression format parameters.
This PR fixes these tests, so that if `zstandard` or `lz4` are not installed, the tests are skipp... | 2022-07-19T13:02:31Z | https://github.com/huggingface/datasets/pull/4704 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Make the cast in `from_pandas` more robust (as it was done for the packaged modules in https://github.com/huggingface/datasets/pull/4364)
This should be useful in situations like [this one](https://discuss.huggingface.co/t/loading-custom-audio-dataset-and-fine-tuning-model/8836/4). | 2022-07-22T11:17:42Z | https://github.com/huggingface/datasets/pull/4703 | {
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"Hi! I added a link to this issue in our internal request for adding keywords/topics to the Hub, which is identical to the `topic tags` solution. The `collections` solution seems too complex (as you point out). Regarding the `domain tags` solution, we primarily focus on machine learning, so I'm not sure if it's a g... | https://api.github.com/repos/huggingface/datasets | MEMBER | **Is your feature request related to a problem? Please describe.**
## The problem
The datasets hub currently has `8,239` datasets. These datasets span a wide range of different modalities and tasks (currently with a bias towards textual data).
There are various ways of identifying datasets that may be releva... | 2024-02-12T09:53:43Z | https://github.com/huggingface/datasets/issues/4702 | {
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"Hi, thanks for working on this, but the fix for this has already been merged in https://github.com/huggingface/datasets/pull/4608."
] | https://api.github.com/repos/huggingface/datasets | NONE | I fixed a few errors when it occurs while streaming the private dataset on the Huggingface Hub.
```
from datasets import load_dataset
dataset = load_dataset(<repo_id>, use_auth_token=<private_token>, streaming=True)
for d in dataset['train']:
print(d)
break # this is for checking
```
This code is an e... | 2022-07-20T13:10:44Z | https://github.com/huggingface/datasets/pull/4699 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4698). All of your documentation changes will be reflected on that endpoint.",
"@albertvillanova \r\nAdding the validation split causes these two `assert_called_once` assertions to fail with `AssertionError: Expected 'ArrowWrit... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fixes #4637 | 2023-01-19T10:11:38Z | https://github.com/huggingface/datasets/pull/4698 | {
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"Hi @frgfm, thanks for reporting.\r\n\r\nAs the error message says, streaming mode is not supported out of the box when the dataset contains TAR archive files.\r\n\r\nTo make the dataset streamable, you have to use `dl_manager.iter_archive`.\r\n\r\nThere are several examples in other datasets, e.g. food101: https:/... | https://api.github.com/repos/huggingface/datasets | NONE | ### Link
https://huggingface.co/datasets/frgfm/imagenette
### Description
Hello there :wave:
Thanks for the amazing work you've done with HF Datasets! I've just started playing with it, and managed to upload my first dataset. But for the second one, I'm having trouble with the preview since there is some archive... | 2022-08-01T15:10:57Z | https://github.com/huggingface/datasets/issues/4697 | {
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"Hi @finiteautomata, thanks for reporting.\r\n\r\nUnfortunately, I'm not able to reproduce your issue:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n ...: dataset = load_dataset(\"lince\", \"ner_spaeng\")\r\nDownloading builder script: 20.8kB [00:00, 9.09MB/s] ... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
Cannot load LinCE dataset due to a connection error
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("lince", "ner_spaeng")
```
A notebook with this code and corresponding error can be found at https://colab.research.google.com/drive/1... | 2022-07-18T09:20:40Z | https://github.com/huggingface/datasets/issues/4696 | {
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"Thanks for your contribution, @bhavitvyamalik. Are you still interested in adding this dataset?\r\n\r\nWe are removing the dataset scripts from this GitHub repo and moving them to the Hugging Face Hub: https://huggingface.co/datasets... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR adds MANtIS dataset.
Arxiv: [https://arxiv.org/abs/1912.04639](https://arxiv.org/abs/1912.04639)
Github: [https://github.com/Guzpenha/MANtIS](https://github.com/Guzpenha/MANtIS)
README and dataset tags are WIP. | 2022-09-30T14:39:30Z | https://github.com/huggingface/datasets/pull/4695 | {
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"Hi ! According to https://huggingface.co/docs/datasets/use_with_pytorch#stream-data you can use the pytorch DataLoader with `num_workers>0` to distribute the shards across your workers (it uses `torch.utils.data.get_worker_info()` to get the worker ID and select the right subsets of shards to use)\r\n\r\n<s> EDIT:... | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
Any documentations for the the `load_dataset(streaming=True)` for (multi-node multi-GPU) DDP training?
### Motivation
Given a bunch of data files, it is expected to split them onto different GPUs. Is there a guide or documentation?
### Your contribution
Does it requires manually spli... | 2023-04-26T18:21:09Z | https://github.com/huggingface/datasets/issues/4694 | {
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"We are closing PRs to dataset scripts because we are moving them to the Hub.\r\n\r\nThanks anyway.\r\n\r\n"
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"Hi, thanks for reporting! A PR (https://github.com/huggingface/datasets/pull/4614) has already been opened to address this issue."
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
A clear and concise description of what the bug is.
When I create a dataset, then add a column to the created dataset through the `dataset.add_column` feature and then try to cast a column of the dataset (this column contains image paths) with `Image()` by using the `cast_column()` feature, I ge... | 2022-07-19T13:36:24Z | https://github.com/huggingface/datasets/issues/4692 | {
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https://huggingface.co/datasets/rajistics/indian_food_images/viewer/rajistics--indian_food_images/train
### Description
I have a train/test split in my dataset
<img width="410" alt="Screen Shot 2022-07-15 at 11 44 42 AM" src="https://user-images.githubusercontent.com/6808012/179293215-7b419ec3-3527-46f2-8... | 2022-07-18T15:02:03Z | https://github.com/huggingface/datasets/issues/4691 | {
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- Refactors base extractors as subclasses of `BaseExtractor`:
- this is an abstract class defining the interface with:
- `is_extractable`: abstract class method
- `extract`: abstract static method
- Implements abstract `MagicNumberBaseExtractor` (as subclass of `BaseExtractor`):
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- Adds all compression formats to `test_extractor`
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Note that all compression formats are tested except "rar". | 2022-07-15T17:47:02Z | https://github.com/huggingface/datasets/pull/4689 | {
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This PR fixes `test_extractor` so that if `zstandard` is not installed, `test_extractor` is skipped only for the `zstd` compression parameter, that is, it is not skipped for all the other compression parame... | 2022-07-15T15:27:53Z | https://github.com/huggingface/datasets/pull/4688 | {
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"Hi! One option is use `map` with a function that overwrites the labels (`dset = dset.map(lamba _: {\"label\": 0}, features=dset.features`)). Or you can use the `remove_column` + `add_column` combination (`dset = dset.remove_columns(\"label\").add_column(\"label\", [0]*len(data)).cast(dset.features)`, but note that... | https://api.github.com/repos/huggingface/datasets | NONE | 
Hi, if I want to change some values of the dataset, or add new columns to it, how can I do it?
For example, I want to change all the labels of the SST2 dataset to `0`:
```python
from datasets import l... | 2023-03-20T15:50:41Z | https://github.com/huggingface/datasets/issues/4684 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR proposes removing the [online dataset card creator](https://huggingface.co/datasets/card-creator/) in favor of simply copy/pasting a template and using the [Datasets Tagger app](https://huggingface.co/spaces/huggingface/datasets-tagging) to generate the tags. The Tagger app provides more guidance by showing all... | 2022-07-18T17:26:00Z | https://github.com/huggingface/datasets/pull/4683 | {
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"Hi, thanks for reporting! If there are no examples in ImageFolder, the `label` column is of type `ClassLabel(names=[])`, which leads to an error in [this line](https://github.com/huggingface/datasets/blob/c15b391942764152f6060b59921b09cacc5f22a6/src/datasets/arrow_writer.py#L387) as `asdict(info)` calls `Features(... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
Loading an image dataset with `imagefolder` throws `IndexError: list index out of range` when the given folder contains a non-image file (like a csv).
## Steps to reproduce the bug
Put a csv file in a folder with images and load it:
```python
import datasets
datasets.load_dataset("imagefold... | 2022-07-25T12:37:54Z | https://github.com/huggingface/datasets/issues/4681 | {
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"There seems to be an issue with the `C++-snippet-level` config:\r\n\r\n```python\r\n>>> from datasets import get_dataset_split_names\r\n>>> get_dataset_split_names(\"codeparrot/xlcost-text-to-code\", \"C++-snippet-level\")\r\nTraceback (most recent call last):\r\n File \"/home/slesage/hf/datasets-server/services/... | https://api.github.com/repos/huggingface/datasets | NONE | ### Link
https://huggingface.co/datasets/codeparrot/xlcost-text-to-code
### Description
Error
```
Server Error
Status code: 400
Exception: TypeError
Message: 'NoneType' object is not iterable
```
Before I did a minor change in the dataset script (removing some comments), the viewer was working but... | 2022-07-18T16:37:00Z | https://github.com/huggingface/datasets/issues/4680 | {
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"Hi ! I think the issue you linked is closed and suggests to use `remove_columns`.\r\n\r\nMoreover if you end up with a dataset with an unnecessarily nested data, please modify your processing functions to not output nested data, or use `map(..., batched=True)` if you function take batches as input",
"Hi @lhoestq... | https://api.github.com/repos/huggingface/datasets | NONE | Added the ability for a DatasetDict to remove additional nested layers within its features to avoid conflicts when collating. It is meant to accompany [this PR](https://github.com/huggingface/transformers/pull/18119) to resolve the same issue [#15505](https://github.com/huggingface/transformers/issues/15505).
@stas0... | 2022-07-21T15:55:26Z | https://github.com/huggingface/datasets/pull/4679 | {
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"Hi! Calling `take` on an iterable/streamable dataset makes it not possible to shard the dataset, which in turn disables multi-process loading (attempts to split the workload over the shards), so to go past this limitation, you can either use single-process loading in `DataLoader` (`num_workers=None`) or fetch the ... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
I am trying to pass a streaming version of c4 to a dataloader, but it can't be passed after I call `dataset.take(n)`. Some functions such as `shuffle()` can be applied without breaking the dataloader but not take.
## Steps to reproduce the bug
```python
import datasets
import torch
dset = ... | 2022-07-14T13:07:21Z | https://github.com/huggingface/datasets/issues/4678 | {
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"did you ever fix this? I'm experiencing the same",
"I am having the same issue. Even the simple example from the documentation gives me the 400 Error\r\n\r\n\r\n> from datasets import load_dataset\r\n> \r\n> dataset = load_dataset(\"stevhliu/demo\")\r\n> dataset.push_to_hub(\"processed_demo\")\r\n\r\n\r\n`reques... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When pushing a dataset, the client errors randomly with `Bad Request for url:...`.
At the next call, a new parquet file is created for each shard.
The client may fail at any random shard.
## Steps to reproduce the bug
```python
dataset.push_to_hub("ORG/DATASET", private=True, branch="main")
... | 2023-02-07T13:54:10Z | https://github.com/huggingface/datasets/issues/4677 | {
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"Are you able to reproduce this? My example is small enough that it should be easy to try.",
"Hi! Thanks for reporting and providing a reproducible example. Indeed, by default, `datasets` performs an expensive cast on the values returned by `map` to convert them to one of the types supported by PyArrow (the under... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
`Dataset.map`, when fed a Huggingface Tokenizer as its map func, can sometimes spend huge amounts of time doing casts. A minimal example follows.
Not all usages suffer from this. For example, I profiled the preprocessor at https://github.com/huggingface/notebooks/blob/main/examples/question_an... | 2022-10-03T13:01:04Z | https://github.com/huggingface/datasets/issues/4676 | {
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"Hi! `para_crawl` has a single column of type `Translation`, which stores translation dictionaries. These dictionaries can be stored in a NumPy array but not in a PyTorch tensor since PyTorch only supports numeric types. In `datasets`, the conversion to `torch` works as follows: \r\n1. convert PyArrow table to NumP... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When using `.with_format("torch")`, an arrow table is returned and I am unable to use it by passing it to a PyTorch DataLoader: please see the code below.
## Steps to reproduce the bug
```python
from datasets import load_dataset
from torch.utils.data import DataLoader
ds = load_dataset(
... | 2022-07-14T14:17:46Z | https://github.com/huggingface/datasets/issues/4675 | {
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"Hi @margotwagner, thanks for reporting.\r\n\r\nUnfortunately, I'm not able to reproduce your bug: in an environment with datasets-2.3.2 and pyarrow-8.0.0, I can load the datasets without any problem:\r\n```python\r\n>>> ds = load_dataset(\"glue\", \"cola\")\r\n>>> ds\r\nDatasetDict({\r\n train: Dataset({\r\n ... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
I am trying to load sentiment analysis datasets from huggingface, but any dataset I try to use via load_dataset, I get the same error:
`AttributeError: module 'pyarrow.lib' has no attribute 'IpcReadOptions'`
## Steps to reproduce the bug
```python
dataset = load_dataset("glue", "cola")
```
... | 2023-02-28T18:06:55Z | https://github.com/huggingface/datasets/issues/4674 | {
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"Hi @courtneysprouse, thanks for reporting.\r\n\r\nYes, you are right: by default the \"csv\" loader loads all columns as strings. \r\n\r\nYou could tweak this behavior by passing the `feature` argument to `load_dataset`, but it is also true that currently it is not possible to perform some kind of casts, due to la... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
If you use:
`conll_dataset.to_csv("ner_conll.csv")`
It will create a csv file with all of your data as expected, however when you load it with:
`conll_dataset = load_dataset("csv", data_files="ner_conll.csv")`
everything is read in as a string. For example if I look at everything in 'n... | 2022-07-12T13:33:09Z | https://github.com/huggingface/datasets/issues/4673 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Cool! Can you please remove `Fix #3541` from the description as this PR doesn't add support for streaming/`iter_archive`, so it only partially addresses the issue?\r\n\r\nSide note:\r\nI think we can use `libarchive` (`libarchive-c` ... | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix partially #3541, fix #4670. | 2022-07-15T13:14:27Z | https://github.com/huggingface/datasets/pull/4672 | {
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"Thanks for reporting, @lewtun.\r\n\r\n~We can't load the dataset locally, so I think this is an issue with the loading script (not the viewer).~\r\n\r\n We are investigating...",
"Recently, there was a merged PR related to this dataset:\r\n- #4554\r\n\r\nWe are looking at this...",
"Indeed, the above mentioned... | https://api.github.com/repos/huggingface/datasets | MEMBER | ### Link
https://huggingface.co/datasets/wmt16
### Description
[Reported](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/12#62cb83f14c7f35284e796f9c) by a user of AutoTrain Evaluate. AFAIK this dataset was working 1-2 weeks ago, and I'm not sure how to interpret this error.
```
Status cod... | 2022-09-13T13:27:02Z | https://github.com/huggingface/datasets/issues/4671 | {
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"Hi @bhavitvyamalik, thanks for reporting.\r\n\r\nYes, currently we do not support 7zip archive compression: I think we should.\r\n\r\nAs a workaround, you could uncompress it explicitly, like done in e.g. `samsum` dataset: \r\n\r\nhttps://github.com/huggingface/datasets/blob/fedf891a08bfc77041d575fad6c26091bc0fce5... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
I'm adding a new dataset which is a `.7z` zip file in Google drive and contains 3 json files inside. I'm able to download the data files using `download_and_extract` but after downloading it throws this error:
```
>>> dataset = load_dataset("./datasets/mantis/")
Using custom data configuration d... | 2022-07-15T13:02:07Z | https://github.com/huggingface/datasets/issues/4670 | {
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"I had to use the appropriate token for use_auth_token. Thank you."
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
load_dataset('oscar-2201', 'af')
raises an error:
Traceback (most recent call last):
File "/usr/lib/python3.8/code.py", line 90, in runcode
exec(code, self.locals)
File "<input>", line 1, in <module>
File "..python3.8/site-packages/datasets/load.py", line 1656, in load_dataset
... | 2022-07-11T09:27:49Z | https://github.com/huggingface/datasets/issues/4669 | {
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"It seems like a private dataset. The viewer is currently not supported on the private datasets."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Link
https://huggingface.co/hungnm/multilingual-amazon-review-sentiment
### Description
_No response_
### Owner
Yes | 2022-07-11T07:47:47Z | https://github.com/huggingface/datasets/issues/4668 | {
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_No response_
### Description
_No response_
### Owner
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"Hi! I agree we should improve the features equality checks to account for this particular case. However, your code fails due to `answer_start` having the dtype `int64` instead of `int32` after loading from JSON (it's not possible to embed type precision info into a JSON file; `save_to_disk` does that for arrow fil... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
It is impossible to concatenate datasets if a feature is sequence of dict in one dataset and a dict of sequence in another. But based on the document, it should be automatically converted.
> A [datasets.Sequence](https://huggingface.co/docs/datasets/v2.3.2/en/package_reference/main_classes#datas... | 2022-07-12T17:16:15Z | https://github.com/huggingface/datasets/issues/4666 | {
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