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"I have an error on windows:\r\n```python\r\naiohttp.client_exceptions.ClientConnectorCertificateError: Cannot connect to host moon-staging.huggingface.co:443 ssl:True [SSLCertVerificationError: (1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: certificate has expired (_ssl.c:1131)')]\r\n```\r\nat th... | https://api.github.com/repos/huggingface/datasets | MEMBER | As mentioned in https://github.com/huggingface/datasets/issues/3032 loading data files from private repository isn't working correctly because of the data files resolved.
#2986 did a refactor of the data files resolver. I added authentication to it.
I also improved it to glob inside ZIP archives to look for json/... | 2021-10-12T15:25:48Z | https://github.com/huggingface/datasets/pull/3041 | {
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"Hi,\r\n\r\nthe `save_to_disk` docstring explains that `flatten_indices` has to be called on a dataset before saving it to save only the shard/slice of the dataset.",
"That works! Thansk!\r\n\r\nMight be worth doing that automatically actually in case the `save_to_disk` is called on a dataset that has an indices ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
When only keeping a dummy size of a dataset (say the first 100 samples), and then saving it to disk to upload it in the following to the hub for easy demo/use - not just the small dataset is saved but the whole dataset with an indices file. The problem with this is that the dataset is still very... | 2021-11-02T15:41:08Z | https://github.com/huggingface/datasets/issues/3040 | {
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https://api.github.com/repos/huggingface/datasets/issues/3036/comments | https://api.github.com/repos/huggingface/datasets/issues/3036/timeline | 2021-10-07T06:49:52Z | null | completed | I_kwDODunzps48qK-I | closed | [] | null | 3,036 | {
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"It would be nice to protect the master from direct commits, but still having a way to merge our own PRs when no review is required (for example when updating a dataset_infos.json file, or minor bug fixes - things that happen quite often actually).\r\nDo you know if there's a way ?",
"you can if you're an admin o... | https://api.github.com/repos/huggingface/datasets | MEMBER | In order to have a clearer Git history in the master branch, I propose to protect it so that all contributions must be done through a Pull Request and no direct commits to master are allowed.
- The Pull Request allows to give context, discuss any potential issues and improve the quality of the contribution
- The Pull... | 2021-10-07T06:51:47Z | https://github.com/huggingface/datasets/issues/3036 | {
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"Hi ! This is not a bug, this is simply not implemented.\r\n`save_to_disk` is for on-disk serialization and was not made compatible for the Hub.\r\nThat being said, I agree we actually should make it work with the Hub x)",
"cc @LysandreJik maybe we can solve this at the same time as adding `push_to_hub`"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
I've preprocessed and uploaded a dataset here: https://huggingface.co/datasets/ami-wav2vec2/ami_headset_single_preprocessed . The dataset is in `.arrow` format.
The dataset can correctly be loaded when doing:
```bash
git lfs install
git clone https://huggingface.co/datasets/ami-wav2vec2/a... | 2021-10-06T17:01:37Z | https://github.com/huggingface/datasets/issues/3035 | {
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https://api.github.com/repos/huggingface/datasets/issues/3034/comments | https://api.github.com/repos/huggingface/datasets/issues/3034/timeline | null | null | null | I_kwDODunzps48moOi | open | [] | null | 3,034 | {
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Cannot load dataset using a `gcsfs.GCSFileSystem`. I'm not sure if this should be a bug in `gcsfs` or here...
Basically what seems to be happening is that since datasets saves datasets as folders and folders aren't "real objects" in gcs, gcsfs raises a 404 error. There are workarounds if you... | 2021-10-05T20:26:39Z | https://github.com/huggingface/datasets/issues/3034 | {
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https://api.github.com/repos/huggingface/datasets/issues/3033/comments | https://api.github.com/repos/huggingface/datasets/issues/3033/timeline | 2021-10-05T17:54:57Z | null | null | PR_kwDODunzps4std7u | closed | [] | false | 3,033 | {
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I had to `rm` a directory from the `site-packages` python directory, and then do `pip install ruamel.yaml`
It's not that "proper" but I couldn't find better soluti... | 2021-10-05T17:54:57Z | https://github.com/huggingface/datasets/pull/3033 | {
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"We'll do a release tomorrow or on wednesday to make the fix available :)\r\n\r\nThanks for reproting !"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
A clear and concise description of what the bug is.
Private datasets with no loading script can't be loaded using `data_files` parameter.
## Steps to reproduce the bug
```python
from datasets import load_dataset
data_files = {"train": "**/train/*/*.jsonl", "valid": "**/valid/*/*.jsonl"}
d... | 2021-10-12T15:26:22Z | https://github.com/huggingface/datasets/issues/3032 | {
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"Could you add this function to the documentation please ?\r\n\r\nYou can add it in `main_classes.rst`, and maybe add a `Tip` section in the `map` section in the `process.rst`"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Currently, once disabled with `disable_progress_bar`, progress bars cannot be re-enabled again. To overcome this limitation, this PR introduces the `set_progress_bar_enabled` function that accepts a boolean indicating whether to display progress bars. The goal is to provide a similar API to the existing cache control A... | 2021-10-18T15:00:21Z | https://github.com/huggingface/datasets/pull/3031 | {
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"Thanks ! That looks all good :)\r\n\r\nI don't think that batching would help. Indeed we're dealing with python iterators that yield elements one by one, so batched `map` needs to accumulate a batch, apply the function, and then yield examples from the batch.\r\n\r\nThough once we have parallel processing in `map`... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fixes #2944
WIP
* Not tested yet.
* We might want to allow batched remove for efficiency.
@lhoestq Do you think it should have `batched=` and `batch_size=`? | 2021-10-08T15:33:15Z | https://github.com/huggingface/datasets/pull/3030 | {
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"I had to run datasets-cli with --ignore_verifications the first time since it was complaining about a missing file, but now it runs without that flag fine. I moved dummy_data.zip to the new folder, but also had to modify the filename of the test file in the zip (should I not have done that?). Finally, I added the ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | The nq_open dataset originally drew the validation set from this file:
https://github.com/google-research-datasets/natural-questions/blob/master/nq_open/NQ-open.efficientqa.dev.1.1.sample.jsonl
However, that's the dev set used specifically and only for the efficientqa competition, and it's not the same dev set as is ... | 2021-10-05T14:56:46Z | https://github.com/huggingface/datasets/pull/3029 | {
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https://api.github.com/repos/huggingface/datasets/issues/3028/comments | https://api.github.com/repos/huggingface/datasets/issues/3028/timeline | 2021-10-05T11:51:22Z | null | null | PR_kwDODunzps4ssO4s | closed | [] | false | 3,028 | {
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"@lhoestq I would say this does not \"properly\" install `ruamel-yaml`, but the contrary, you overwrite the previous version without desinstalling it first.\r\n\r\nAccording to `pip` docs:\r\n> This can break your system if the existing package is of a different version or was installed with a different package ma... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2021-10-05T14:02:12Z | https://github.com/huggingface/datasets/pull/3028 | {
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https://api.github.com/repos/huggingface/datasets/issues/3027/comments | https://api.github.com/repos/huggingface/datasets/issues/3027/timeline | 2021-11-05T17:49:57Z | null | completed | I_kwDODunzps48kThl | closed | [
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"Awesome @lhoestq I like the proposal and it works great on my JSON community dataset. Here is the [log](https://gist.github.com/vblagoje/714babc325bcbdd5de579fd8e1648892). ",
"From my discussion with @borisdayma it would be more general the files match if their paths contains the split name - not only if the fil... | https://api.github.com/repos/huggingface/datasets | MEMBER | This issue is about discussing the default behavior when someone loads a dataset that consists in data files. For example:
```python
load_dataset("lhoestq/demo1")
```
should return two splits "train" and "test" since the dataset repostiory is like
```
data/
├── train.csv
└── test.csv
```
Currently it returns ... | 2021-11-05T17:49:58Z | https://github.com/huggingface/datasets/issues/3027 | {
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Fix #3024. | 2021-10-05T09:58:28Z | https://github.com/huggingface/datasets/pull/3025 | {
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There is an error during installation of tests dependencies for Windows: https://app.circleci.com/pipelines/github/huggingface/datasets/7981/workflows/9b6a0114-2b8e-4069-94e5-e844dbbdba4e/jobs/49206
```
ERROR: Cannot uninstall 'ruamel-yaml'. It is a distutils installed project and thus we can... | 2021-10-05T09:58:27Z | https://github.com/huggingface/datasets/issues/3024 | {
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"@lhoestq I'm a bit confused by the error message. I haven't touched the YAML code at all - do you have any insight on that?",
"I just added the missing `pretty_name` tag in the YAML - sorry about that ;)",
"Thanks! Seems like it did the trick since the tests are passing. Let me know if there's anything else I ... | https://api.github.com/repos/huggingface/datasets | NONE | Added more details in the following sections:
* Dataset Structure
* Data Instances
* Data Splits
* Source Data
* Annotations
* Discussions of Biases
* LIcensing Information | 2021-10-13T09:03:09Z | https://github.com/huggingface/datasets/pull/3022 | {
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CC: @lewtun | 2021-10-06T08:36:46Z | https://github.com/huggingface/datasets/pull/3021 | {
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"I believe the only failed test related to this PR is tests/test_metric_common.py::LocalMetricTest::test_load_metric_competition_math. It gives the following error:\r\n\r\nImportError: To be able to use this dataset, you need to install the following dependencies['math_equivalence'] using 'pip install git+https://g... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This metric computes accuracy for the MATH dataset (https://arxiv.org/abs/2103.03874) after canonicalizing the prediction and the reference (e.g., converting "1/2" to "\\\\frac{1}{2}"). | 2021-10-22T10:29:31Z | https://github.com/huggingface/datasets/pull/3020 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 1,015,339,983 | [] | https://api.github.com/repos/huggingface/datasets/issues/3019 | [] | https://api.github.com/repos/huggingface/datasets | MEMBER | If filter is called after using a first transform `shuffle`, `select`, `shard`, `train_test_split`, or `filter`, then it could not work as expected and return examples from before the first transform. This is because the indices mapping was not taken into account when saving the indices to keep when doing the filtering... | 2022-06-03T08:28:14Z | https://github.com/huggingface/datasets/pull/3019 | {
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https://api.github.com/repos/huggingface/datasets/issues/3018/comments | https://api.github.com/repos/huggingface/datasets/issues/3018/timeline | null | null | null | I_kwDODunzps48hG4F | open | [
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"@lhoestq I would like to draw your attention to the proposed API by @lewtun, using `data_dir` to pass the ZIP URL.\r\n\r\nI'm not totally convinced with this... What do you think?\r\n\r\nMaybe we could discuss other approaches...\r\n\r\nOne brainstorming idea: what about using URL chaining with the hop operator in... | https://api.github.com/repos/huggingface/datasets | MEMBER | As requested by @lewtun, support loading multiple zipped CSV data files.
```python
from datasets import load_dataset
url = "https://domain.org/filename.zip"
data_files = {"train": "train_filename.csv", "test": "test_filename.csv"}
dataset = load_dataset("csv", data_dir=url, data_files=data_files)
```
| 2021-10-05T14:32:57Z | https://github.com/huggingface/datasets/issues/3018 | {
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Related to #1878. | 2021-10-04T15:23:05Z | https://github.com/huggingface/datasets/pull/3016 | {
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https://api.github.com/repos/huggingface/datasets/issues/3015/comments | https://api.github.com/repos/huggingface/datasets/issues/3015/timeline | 2021-10-05T13:46:38Z | null | null | PR_kwDODunzps4so0GX | closed | [] | false | 3,015 | {
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Related to #2880, #2876, #2874 | 2021-10-05T13:46:39Z | https://github.com/huggingface/datasets/pull/3015 | {
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https://api.github.com/repos/huggingface/datasets/issues/3014/comments | https://api.github.com/repos/huggingface/datasets/issues/3014/timeline | 2021-10-04T12:46:44Z | null | null | PR_kwDODunzps4son8A | closed | [] | false | 3,014 | {
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Related to #2982. | 2021-10-04T12:46:44Z | https://github.com/huggingface/datasets/pull/3014 | {
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https://api.github.com/repos/huggingface/datasets/issues/3013/comments | https://api.github.com/repos/huggingface/datasets/issues/3013/timeline | 2022-02-21T15:57:10Z | null | completed | I_kwDODunzps48fxEj | closed | [] | null | 3,013 | {
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"To keeps things simple maybe we should use `load_dataset_builder` in `get_dataset_infos`.\r\n`load_dataset_builder` instantiates a builder and runs the _infos() method in order to give you the most up-to-date infos, even if the dataset_infos.json is outdated or missing."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Using the dedicated function `get_dataset_infos` on a dataset that has no dataset-info.json file returns an empty info:
```
>>> from datasets import get_dataset_infos
>>> get_dataset_infos('wit')
{}
```
While it's totally possible to get it (regenerate it) with:
```
>>> from datasets import load_dataset_b... | 2022-02-21T15:57:10Z | https://github.com/huggingface/datasets/issues/3013 | {
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Moreover, it might avoid potential issues if any of the third-party functions eventually returns a `float` instead of an `np.float64`.
Related to #3001. | 2021-10-04T11:30:34Z | https://github.com/huggingface/datasets/pull/3012 | {
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"Yes I think it should raise an error. Currently it looks like it instantiates a custom configuration with the name given by the user:\r\nhttps://github.com/huggingface/datasets/blob/ba27ce33bf568374cf23a07669fdd875b5718bc2/src/datasets/builder.py#L391-L397"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ```
import datasets as ds
builder = ds.load_dataset_builder('sent_comp', name="doesnotexist")
builder.info.config_name
```
returns
```
'doesnotexist'
```
Shouldn't it raise an error instead?
For this dataset, the only valid values for `name` should be: `"default"` or `None` (ie. argument not passed) | 2022-09-20T13:05:07Z | https://github.com/huggingface/datasets/issues/3011 | {
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"### Update:\r\nI wrote a bit cleaner code snippet (without transforming to json) that can expose leaking.\r\n```python\r\nimport datasets\r\nimport json\r\n\r\nitems = ['ab', 'c', 'df']\r\n\r\nds = datasets.Dataset.from_dict({'col': items})\r\nprint(list(ds))\r\n# > Prints: [{'col': 'ab'}, {'col': 'c'}, {'col': 'd... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
As there's no support for lists within dataset fields, I convert my lists to json-string format. However, the bug described is occurring even when the data format is 'string'.
These samples show that filtering behavior diverges from what's expected when chaining filterings.
On sample 2 the second... | 2022-06-01T17:36:44Z | https://github.com/huggingface/datasets/issues/3010 | {
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Related to #2884, #2783 and #2619. | 2021-10-04T13:43:25Z | https://github.com/huggingface/datasets/pull/3009 | {
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Related to #2989. | 2021-10-04T09:07:58Z | https://github.com/huggingface/datasets/pull/3006 | {
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"Hi @DrMatters, thanks for reporting.\r\n\r\nThis issue was fixed 14 days ago: #2950.\r\n\r\nCurrently, the fix is only in the master branch and will be made available in our next library release.\r\n\r\nIn the meantime, you can incorporate the fix by installing datasets from the master branch:\r\n```shell\r\npip i... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
The ".filter" method of DatasetDict or Dataset objects fails when passing any "fn_kwargs" argument
## Steps to reproduce the bug
```python
import datasets
example_dataset = datasets.Dataset.from_dict({"a": {1, 2, 3, 4}})
def filter_value(example, value):
return example['a'] == value... | 2021-10-11T10:18:01Z | https://github.com/huggingface/datasets/issues/3005 | {
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"Please wait until Tuesday. Arxiv pre-print is pending. 🤗 ",
"Hi @lhoestq, I updated the README with the Arxiv publication info and now the tests are not passing.\r\n\r\nIt seems that the error is completely irrelevant to my code:\r\n\r\n```\r\n Attempting uninstall: ruamel.yaml\r\n Found existing installatio... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Inspired by the recent widespread use of the GLUE multi-task benchmark NLP dataset (Wang et al., 2018), the subsequent more difficult SuperGLUE (Wang et al., 2019), other previous multi-task NLP benchmarks (Conneau and Kiela, 2018; McCann et al., 2018), and similar initiatives in other domains (Peng et al., 2019), we i... | 2021-10-13T13:37:02Z | https://github.com/huggingface/datasets/pull/3004 | {
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"@lhoestq The test passes even without the try/except block!",
"Hey, I'm a little late because I was caught up in the course work, but I double-checked this and it looks great. Thanks for fixing!"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This [comment](https://github.com/huggingface/datasets/issues/2934#issuecomment-922970919) explains the issue. This PR fixes that with a `weakref` callback, and additionally:
* renames `TensorflowDatasetMixIn` to `TensorflowDatasetMixin` for consistency
* correctly indents `TensorflowDatasetMixin`'s docstring
* repl... | 2021-10-13T11:48:00Z | https://github.com/huggingface/datasets/pull/3002 | {
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The Matthews Correlation metric relies on sklearn's `matthews_corrcoef` function to compute the result. This function returns either `float` or `np.float64` (see the [source](https://github.com/scikit-learn/scikit-learn/blob/844b4be24d20fc42cc13b957374c718956a0db39/sklearn/metric... | 2021-10-04T09:54:04Z | https://github.com/huggingface/datasets/pull/3001 | {
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"And we're already at PR number 3,000 ! ^^",
"Thank you so much for fixing this @lhoestq 😍 ! I just tested the branch out and it works like a charm!"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Sometimes the arrow json parser fails if the `block_size` is too small and returns an `ArrowNotImplementedError: JSON conversion to struct...` error.
By increasing the block size it makes it work again.
Hopefully it should help with https://github.com/huggingface/datasets/issues/2799
I tried with the file ment... | 2021-10-01T18:05:00Z | https://github.com/huggingface/datasets/pull/3000 | {
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dataset loaded from disk cannot be shuffled.
## Steps to reproduce the bug
```
my_dataset = load_from_disk('s3://my_file/validate', fs=s3)
sample = my_dataset.select(range(100)).shuffle(seed=1234)
```
## Actual results
```
sample = my_dataset .select(range(100)).shuffle(seed=1234)
... | 2021-10-01T13:49:52Z | https://github.com/huggingface/datasets/issues/2998 | {
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"Hi @marshmellow77, thanks for reporting.\r\n\r\nThat issue is fixed since `datasets` version 1.9.0 (see 16bc665f2753677c765011ef79c84e55486d4347).\r\n\r\nPlease, update `datasets` with: `pip install -U datasets`",
"Thanks. Please note that the dataset explorer (https://huggingface.co/datasets/viewer/?dataset=tur... | https://api.github.com/repos/huggingface/datasets | NONE | The dataset https://huggingface.co/datasets/turkish_product_reviews has incorrect labels - all reviews are labelled with "1" (positive sentiment). None of the reviews is labelled with "0". See screenshot attached:
![Capture](https://user-images.githubusercontent.com/63367770/135617428-14ce0b27-5208-4e66-a3ee-71542e3... | 2021-10-01T15:32:00Z | https://github.com/huggingface/datasets/issues/2997 | {
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"Beware of cases like: `http://ufal.ms.mff.cuni.cz/umc/005-en-ur/download.php?f=umc005-corpus.zip` or `gzip://bg-cs.xml::https://opus.nlpl.eu/download.php?f=Europarl/v8/xml/bg-cs.xml.gz`. I see these URLs in the errors (https://observablehq.com/@huggingface/quality-assessment-of-datasets-loading?collection=@hugging... | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix `_get_extraction_protocol` to remove all query parameters, like `?raw=true`, `?dl=1`,... | 2021-10-04T08:48:13Z | https://github.com/huggingface/datasets/pull/2996 | {
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"CI fails due to missing tags, but they will be added in https://github.com/huggingface/datasets/pull/2949"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix https://github.com/huggingface/datasets/issues/2993 | 2021-10-01T10:04:11Z | https://github.com/huggingface/datasets/pull/2995 | {
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This PR fixes it, a... | 2021-10-01T15:53:16Z | https://github.com/huggingface/datasets/pull/2994 | {
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"wooo that was fast! thank you @lhoestq !\r\nit is able to process now, though it's ignoring all files and ending up with 0 examples now haha :/\r\n\r\nFor subset \"unfiltered\":\r\n```python\r\n>>> load_dataset(\"trivia_qa\", \"unfiltered\")\r\nDownloading and preparing dataset trivia_qa/unfiltered (download: 3.07... | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
For some reason, I can't download `trivia_qa/unfilted`. A file seems to be missing... I am able to see it fine though the viewer tough...
## Steps to reproduce the bug
```python
>>> from datasets import load_dataset
>>> load_dataset("trivia_qa", "unfiltered")
Downloading and preparing data... | 2021-10-01T19:07:23Z | https://github.com/huggingface/datasets/issues/2993 | {
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This feature was mentioned [here](https://huggingface.co/docs/datasets/loading_datasets.html#from-a-community-dataset-on-the-h... | 2021-09-30T13:22:01Z | https://github.com/huggingface/datasets/issues/2991 | {
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The dataset is intended for language-identification speech classifiers and is already used by models on the Hub:
* https://huggingface.co/speechbrain/lang-id-commonlanguage_ecapa
* https://huggingface.co/anton-l/wav2vec2-base-langid
cc @... | 2021-10-01T17:36:39Z | https://github.com/huggingface/datasets/pull/2989 | {
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"Hi ! Could you check the length of the `self.dataset` object (i.e. the Dataset object passed to the data loader) ? It looks like the dataset is empty.\r\nNot sure why the SWA optimizer would cause this though.",
"Any updates on this? \r\nThe same error occurred to me too when running `cardiffnlp/twitter-roberta-... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
A clear and concise description of what the bug is.
Hi. I am trying to implement stochastic weighted averaging optimizer with transformer library as described here https://pytorch.org/blog/pytorch-1.6-now-includes-stochastic-weight-averaging/ , for this I am using a run_clm.py codes which is wor... | 2022-04-10T14:49:49Z | https://github.com/huggingface/datasets/issues/2988 | {
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"Hi @NielsRogge, thanks for reporting!\r\n\r\nIn `datasets`, we were handling N-dimensional arrays only when passed as an instance of `np.array`, not when passed as a list of `np.array`s.\r\n\r\nI'm fixing it."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
For the ViT and LayoutLMv2 demo notebooks in my [Transformers-Tutorials repo](https://github.com/NielsRogge/Transformers-Tutorials), people reported an ArrowInvalid issue after applying the following function to a Dataset:
```
def preprocess_data(examples):
images = [Image.open(path).conve... | 2021-10-01T13:57:45Z | https://github.com/huggingface/datasets/issues/2987 | {
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"> One thing is that I still don't know at what extent we want to keep backward compatibility for prepare_module. For now I just kept it (except I removed two parameters) just in case, but it's not used anywhere anymore.\r\n\r\nFYI, various other projects currently use it, thus clearly a major version would be requ... | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Refactor the module factory
When trying to extend the `data_files` logic to avoid doing unnecessary ETag requests, I noticed that the module preparation mechanism needed a refactor:
- the function was 600 lines long
- it was not readable
- it contained many different cases that made it complex to maintain
- i... | 2021-10-11T11:05:53Z | https://github.com/huggingface/datasets/pull/2986 | {
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- **Name:** *KanHope*
- **Description:** *A code-mixed English-Kannada dataset for Hope speech detection*
- **Task:** *Binary Text Classification*
- **Paper:** *https://arxiv.org/abs/2108.04616*
- **Data:** *https://github.com/adeepH/kan_hope/tree/main/dataset*
- **Motivation:** *The dataset ... | 2021-10-01T16:55:19Z | https://github.com/huggingface/datasets/pull/2985 | {
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"Hi @zijwang, thanks for reporting this issue.\r\n\r\nYou did not mention which `datasets` version you are using, but looking at the code in the stack trace, it seems you are using an old version.\r\n\r\nCould you please update `datasets` (`pip install -U datasets`) and check if the problem persists?"
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
A clear and concise description of what the bug is.
When using `load_dataset` with json files, if the files are too large, there will be "Exceeded maximum rows" error.
## Steps to reproduce the bug
```python
dataset = load_dataset('json', data_files=data_files) # data files have 3M rows in a ... | 2021-10-12T06:05:42Z | https://github.com/huggingface/datasets/issues/2984 | {
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"Opening this up - Here's whats left to make it really shine:\r\n- [ ] Update dataset card (this is being worked on by the author)\r\n- [ ] Add `dataset_info.json`. Requires downloading the entire dataset. I believe @lhoestq mentioned he may have a machine he's using for this sort of thing.\r\n\r\nI think both of t... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Resolves #2902 based on conversation there - would also close #2810. Open to suggestions/help 😀
CC @hassiahk @lhoestq @yjernite | 2022-05-05T14:26:41Z | https://github.com/huggingface/datasets/pull/2981 | {
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"Whoever handles this just needs to: \r\n\r\n- [ ] fork the HuggingFace Datasets repo\r\n- [ ] update the [existing dataset script](https://github.com/huggingface/datasets/blob/master/datasets/openslr/openslr.py) to add SLR25. Lots of copypasting from other sections of the script should make that easy. \r\nAmharic ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Adding a Dataset
- **Name:** *SLR25*
- **Description:** *Subset 25 from OpenSLR. Other subsets have been added to https://huggingface.co/datasets/openslr, 25 covers Amharic, Swahili and Wolof data*
- **Paper:** *https://www.openslr.org/25/ has citations for each of the three subsubsets. *
- **Data:** *Currently ... | 2021-09-29T17:25:14Z | https://github.com/huggingface/datasets/issues/2980 | {
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"Hi @asofiaoliveira, thanks for reporting.\r\n\r\nI'm fixing it."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
When I try to compute the f1 score for each class in a multiclass classification problem, I get a ValueError. The same happens with recall and precision. I traced the error to the `.item()` in these scripts, which is probably there for the other averages. E.g. from f1.py:
```python
return {
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"Hey @albertvillanova could you provide more context, including extracts from the discussion we had ?\r\n\r\nLet's ping @Pierrci @julien-c and @n1t0 for their opinion about that",
"@julien-c increased the huggingface.co production workers in order to see if it solve [the 502 you had this morning](https://app.circ... | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently, the CI test suite performs requests to the HF production server.
As discussed with @elishowk, we should refactor our tests to use the HF staging server instead, like `huggingface_hub` and `transformers`. | 2021-09-28T15:23:50Z | https://github.com/huggingface/datasets/issues/2978 | {
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"Hi @Valahaar, thanks for reporting and for your investigation about the source cause.\r\n\r\nYou are right and that commit prevents `pandas` from inferring the compression. On the other hand, @lhoestq did that change to support loading that dataset in streaming mode. \r\n\r\nI'm fixing it."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
It is not possible to load from a compressed csv anymore.
## Steps to reproduce the bug
```python
load_dataset('csv', data_files=['/path/to/csv.bz2'])
```
## Problem and possible solution
This used to work, but the commit that broke it is [this one](https://github.com/huggingface/datasets... | 2021-10-01T15:53:16Z | https://github.com/huggingface/datasets/issues/2977 | {
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"Hi @mskovalova, \r\n\r\nSome datasets have multiple configurations. Therefore, in order to load them, you have to specify both the *dataset name* and the *configuration name*.\r\n\r\nIn the error message you got, you have a usage example:\r\n- To load the 'wikitext-103-raw-v1' configuration of the 'wikitext' datas... | https://api.github.com/repos/huggingface/datasets | NONE | I'm trying to load a wikitext dataset
```
from datasets import load_dataset
raw_datasets = load_dataset("wikitext")
```
ValueError: Config name is missing.
Please pick one among the available configs: ['wikitext-103-raw-v1', 'wikitext-2-raw-v1', 'wikitext-103-v1', 'wikitext-2-v1']
Example of usage:
`load_d... | 2024-03-07T13:57:36Z | https://github.com/huggingface/datasets/issues/2976 | {
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"gist... | ignore dummy folder and dataset_infos.json | https://api.github.com/repos/huggingface/datasets/issues/2975/events | null | https://api.github.com/repos/huggingface/datasets/issues/2975/labels{/name} | 2021-09-27T18:09:03Z | null | false | null | {
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Added the `dataset_infos.json` to the ignored files list and also added check to ignore files which have parent directory as `dummy`.
Let me know if it is correct. Thanks :) | 2021-09-29T09:45:38Z | https://github.com/huggingface/datasets/pull/2975 | {
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@lhoestq I'm sorry >.> | 2021-09-29T09:04:42Z | https://github.com/huggingface/datasets/pull/2974 | {
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"Maybe we can change the disk space calculating API from `shutil.disk_usage` to `os.statvfs` in UNIX-like system, which can provide correct results.\r\n```\r\nstatvfs = os.statvfs('path')\r\navail_space_bytes = statvfs.f_frsize * statvfs.f_bavail\r\n```",
"Hi @qqaatw, thanks for reporting.\r\n\r\nCould you pleas... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
I'm trying to download `natural_questions` dataset from the Internet, and I've specified the cache_dir which locates in a mounted disk and has enough disk space. However, even though the space is enough, the disk space checking function still reports the space of root `/` disk having no enough spac... | 2022-08-29T23:21:36Z | https://github.com/huggingface/datasets/issues/2972 | {
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"Thanks for reporting, @ontocord. We are fixing the wrong metadata."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
Masakhaner dataset is not loading
## Steps to reproduce the bug
```
from datasets import load_dataset
dataset = load_dataset("masakhaner",'amh')
```
## Expected results
Expected the return of a dataset
## Actual results
```
NonMatchingSplitsSizesError Traceback (mo... | 2021-09-27T12:59:59Z | https://github.com/huggingface/datasets/issues/2971 | {
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- **Name:** *name of the dataset*
- **Description:** *short description of the dataset (or link to social media or blog post)*
- **Paper:** *link to the dataset paper if available*
- **Data:** *link to the Github repository or current dataset location*
- **Motivation:** *what are some good reasons t... | 2021-09-26T10:38:59Z | https://github.com/huggingface/datasets/issues/2970 | {
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"Hi @smeyerhot, thanks for reporting.\r\n\r\nYou are right: there is an issue with the dataset metadata. I'm fixing it.\r\n\r\nIn the meantime, you can circumvent the issue by passing `ignore_verifications=True`:\r\n```python\r\nraw_datasets = load_dataset(\"medical_dialog\", \"en\", split=\"train\", download_mode=... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
A clear and concise description of what the bug is.
When I attempt to download the huggingface datatset medical_dialog it errors out midway through
## Steps to reproduce the bug
```python
raw_datasets = load_dataset("medical_dialog", "en", split="train", download_mode="force_redownload", data_d... | 2024-01-08T09:55:12Z | https://github.com/huggingface/datasets/issues/2969 | {
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"This is because you have to specify which split corresponds to what file:\r\n```python\r\ndata_files = {\"train\": \"train/split.parquet\", \"validation\": \"validation/split.parquet\"}\r\nbrand_new_dataset_2 = load_dataset(\"ds\", data_files=data_files)\r\n```\r\n\r\nOtherwise it tries to concatenate the two spli... | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
I'm trying to use parquet as a means of serialization for both `Dataset` and `DatasetDict` objects. Using `to_parquet` alongside `from_parquet` or `load_dataset` for a `Dataset` works perfectly.
For `DatasetDict`, I use `to_parquet` on each split to save the parquet files in individual folder... | 2021-10-07T22:47:42Z | https://github.com/huggingface/datasets/issues/2968 | {
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Would you like to add any vision-and-language datasets (e.g., VQA, VCR) to Huggingface Datasets?
**Describe the solution you'd like**
N/A
**Describe alternatives you've considered**
N/A
**Additional context**
This is Da Yin at UCLA. Recentl... | 2021-10-03T20:34:22Z | https://github.com/huggingface/datasets/issues/2967 | {
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"@albertvillanova @lhoestq thank you very much for reviewing! :hugs: \r\n\r\nI 've pushed some updates/changes as requested."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | null | 2021-10-13T13:37:30Z | https://github.com/huggingface/datasets/pull/2966 | {
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"Fixed in the current release. Close this issue."
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
Partial data (wmt17 zh-en) cannot be downloaded due to an invalid URL.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset('wmt17','zh-en')
```
## Expected results
ConnectionError: Couldn't reach ftp://cwmt-wmt:cwmt-wmt@datasets.nju.edu.cn/pa... | 2022-08-31T06:47:11Z | https://github.com/huggingface/datasets/issues/2965 | {
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"After some more tests I've realized that this \"issue\" is due to the `numpy.float64` to `float` conversion, but when defining a function named `compute_metrics` as it follows:\r\n\r\n```python\r\ndef compute_metrics(eval_preds):\r\n metric = load_metric(\"matthews_correlation\")\r\n logits, labels = eval_pr... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
After loading the metric named "[Matthews Correlation Coefficient](https://huggingface.co/metrics/matthews_correlation)" from `🤗datasets`, the `.compute` method fails with the following exception `AttributeError: 'float' object has no attribute 'item'` (complete stack trace can be provided if re... | 2024-02-16T10:14:35Z | https://github.com/huggingface/datasets/issues/2964 | {
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A clear and concise description of what the bug is.
I am trying to use Dataset to load my file in order to use Bert embeddings model baut when I finished loading using dataset and I want to pass to the tokenizer using the function map; I get the following error : raise TypeError(
TypeError: Provi... | 2021-09-24T15:38:24Z | https://github.com/huggingface/datasets/issues/2963 | {
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I'd like to stream only a specific percentage or part of the dataset.
I want to do splitting when I'm streaming dataset as well.
## Solution
Enabling splits when `streaming = True` as well.
`e.g. dataset = load_dataset('dataset', split='train[:100]', streaming = True)`
## Alternativ... | 2021-09-24T15:01:29Z | https://github.com/huggingface/datasets/issues/2962 | {
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Before the issue: 'fsspec-2021.8.1', 's3fs-2021.8.1'
Generating the issue: 'fsspec-2021.9.0', 's3fs-0.5.1'
| 2021-09-24T13:18:07Z | https://github.com/huggingface/datasets/pull/2961 | {
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- `encoding_errors`
- `on_bad_lines`
`read_csv` reference: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_csv.html | 2021-09-24T11:22:31Z | https://github.com/huggingface/datasets/pull/2960 | {
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"Looks great, thanks ! If the 3d ones are really rare we can remove them for now.\r\n\r\nAnd I can see that `object-detection` and `semantic-segmentation` are both task categories (top-level) and task ids (bottom-level). Maybe there's a way to group them and have less granularity for the task categories. For exampl... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Added various image processing/computer vision tasks. | 2022-03-01T17:41:51Z | https://github.com/huggingface/datasets/pull/2959 | {
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Close #2953. | 2021-10-21T15:16:44Z | https://github.com/huggingface/datasets/pull/2958 | {
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"Hi Brady! I met the similar issue, it stuck in the downloading stage instead of download anything, maybe it is broken. After I change the downloading from URLs to one url of the [Multiwoz project](https://github.com/budzianowski/multiwoz/archive/44f0f8479f11721831c5591b839ad78827da197b.zip) and use dirs to get sep... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
The checksums for the downloaded MultiWOZ dataset and source MultiWOZ dataset aren't matching.
## Steps to reproduce the bug
Both of the below dataset versions yield the checksum error:
```python
from datasets import load_dataset
dataset = load_dataset('multi_woz_v22', 'v2.2')
dataset = loa... | 2022-03-15T16:07:02Z | https://github.com/huggingface/datasets/issues/2957 | {
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"The problem is still present. \r\nOne solution would be to add the `download_mode=\"force_redownload\"` argument to load_dataset. \r\nHowever, doing so may lead to a `DatasetGenerationError: An error occurred while generating the dataset`. To mitigate, just do:\r\n`rm -r ~/.cache/huggingface/datasets/*`"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
Cache problem in the `load_dataset` method: when modifying a compressed file in a local folder `load_dataset` doesn't detect the change and load the previous version.
## Steps to reproduce the bug
To test it directly, I have prepared a [Google Colaboratory notebook](https://colab.research.g... | 2023-08-31T16:49:01Z | https://github.com/huggingface/datasets/issues/2956 | {
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"following_url": "https://api.github.com/users/albertvillanova/following{/other_user}",... | Update legacy Python image for CI tests in Linux | https://api.github.com/repos/huggingface/datasets/issues/2955/events | null | https://api.github.com/repos/huggingface/datasets/issues/2955/labels{/name} | 2021-09-22T08:25:27Z | null | false | null | {
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"There is an exception when running `pip install .[tests]`:\r\n```\r\nProcessing /home/circleci/datasets\r\nCollecting numpy>=1.17 (from datasets==1.12.2.dev0)\r\n Downloading https://files.pythonhosted.org/packages/45/b2/6c7545bb7a38754d63048c7696804a0d947328125d81bf12beaa692c3ae3/numpy-1.19.5-cp36-cp36m-manylinu... | https://api.github.com/repos/huggingface/datasets | MEMBER | Instead of legacy, use next-generation convenience images, built from the ground up with CI, efficiency, and determinism in mind. Here are some of the highlights:
- Faster spin-up time - In Docker terminology, these next-gen images will generally have fewer and smaller layers. Using these new images will lead to fas... | 2021-09-24T10:36:05Z | https://github.com/huggingface/datasets/pull/2955 | {
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"There is a speed up in Windows machines:\r\n- From `13m 52s` to `11m 10s`\r\n\r\nIn Linux machines, some workers crash with error message:\r\n```\r\nOSError: [Errno 12] Cannot allocate memory\r\n```",
"There is also a speed up in Linux machines:\r\n- From `7m 30s` to `5m 32s`"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Run CI tests in parallel to speed up the test suite.
Speed up results:
- Linux: from `7m 30s` to `5m 32s`
- Windows: from `13m 52s` to `11m 10s`
| 2021-09-28T06:55:51Z | https://github.com/huggingface/datasets/pull/2954 | {
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"Hi @JamieSlome,\r\n\r\nThanks for reaching out. Yes, you are right: I'm opening a PR to add the `SECURITY.md` file and a contact method.\r\n\r\nIn the meantime, please feel free to report the security issue to: feedback@huggingface.co"
] | https://api.github.com/repos/huggingface/datasets | NONE | Hey there!
I'd like to report a security issue but cannot find contact instructions on your repository.
If not a hassle, might you kindly add a `SECURITY.md` file with an email, or another contact method? GitHub [recommends](https://docs.github.com/en/code-security/getting-started/adding-a-security-policy-to-your-rep... | 2021-10-21T15:16:43Z | https://github.com/huggingface/datasets/issues/2953 | {
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Fix #2932. | 2021-09-22T04:39:59Z | https://github.com/huggingface/datasets/pull/2952 | {
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"@lhoestq Let me make sure we never need it, and if not then I'll remove it entirely in a follow-up PR.",
"Thanks ;) it will be less confusing and easier to maintain to not keep unused hacky features"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | After more experimentation, I think I have a way to do things that doesn't depend on adding `dummy_labels` - they were quite a hacky solution anyway! | 2021-09-21T14:00:57Z | https://github.com/huggingface/datasets/pull/2951 | {
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I fixed that and added a test to make sure it doesn't happen again (for either map or filter)
Fix #2927 | 2021-09-20T16:22:59Z | https://github.com/huggingface/datasets/pull/2950 | {
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"I just made the dummy data smaller :)\r\nOnce github refreshes the change I think we can merge !",
"Thank you so much for reviewing and accepting my pull request!! :)\r\n\r\nI created these rather large dummy data sets to cover all different cases for the row structure. E.g. in the web configuration, it's possib... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | The TriviaQA paper suggests that the two subsets (Wikipedia and Web)
should be treated differently. There are also different leaderboards
for the two sets on CodaLab. For that reason, introduce additional
builder configs in the trivia_qa dataset. | 2021-10-05T13:20:52Z | https://github.com/huggingface/datasets/pull/2949 | {
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However the caching mechanism wasn't able to differentiate between the old and the new implementation of filter (only the method name was taken into... | 2021-09-20T16:25:09Z | https://github.com/huggingface/datasets/pull/2947 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 1,000,754,824 | [] | https://api.github.com/repos/huggingface/datasets/issues/2946 | [] | https://api.github.com/repos/huggingface/datasets | MEMBER | It looks like there were issues in NLTK on the way the METEOR score was computed.
A fix was added in NLTK at https://github.com/nltk/nltk/pull/2763, and therefore the scoring function no longer returns the same values.
I updated the score of the example in the docs | 2021-09-20T09:35:59Z | https://github.com/huggingface/datasets/pull/2946 | {
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"Cool, I think we can do both :)",
"@lhoestq now the 2 are implemented.\r\n\r\nPlease note that for the the second protection, finally I have chosen to protect the master branch only from **merge commits** (see update comment above), so no need to disable/re-enable the protection on each release (direct commits, ... | https://api.github.com/repos/huggingface/datasets | MEMBER | After accidental merge commit (91c55355b634d0dc73350a7ddee1a6776dbbdd69) into `datasets` master branch, all commits present in the feature branch were permanently added to `datasets` master branch history, as e.g.:
- 00cc036fea7c7745cfe722360036ed306796a3f2
- 13ae8c98602bbad8197de3b9b425f4c78f582af1
- ...
I propo... | 2021-09-20T12:01:27Z | https://github.com/huggingface/datasets/issues/2945 | {
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"Hi ! Good idea :)\r\nIf you are interested in contributing, feel free to give it a try and open a Pull Request. Also let me know if I can help you with this or if you have questions"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | **Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is.
```python
from datasets import load_dataset
dataset = load_dataset("c4", 'realnewslike', streaming =True, split='train')
dataset = dataset.remove_columns('url')
```
```
AttributeError: 'I... | 2021-10-08T15:31:53Z | https://github.com/huggingface/datasets/issues/2944 | {
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"Hi ! I guess the caching mechanism should have considered the new `filter` to be different from the old one, and don't use cached results from the old `filter`.\r\nTo avoid other users from having this issue we could make the caching differentiate the two, what do you think ?",
"If it's easy enough to implement,... | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
After upgrading to datasets `1.12.0`, some cached `.filter()` steps from `1.11.0` started failing with
`ValueError: Keys mismatch: between {'indices': Value(dtype='uint64', id=None)} and {'file': Value(dtype='string', id=None), 'text': Value(dtype='string', id=None), 'speaker_id': Value(dtype='in... | 2021-09-20T16:25:43Z | https://github.com/huggingface/datasets/issues/2943 | {
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"Thanks @albertvillanova for your great suggestions! I just pushed a new commit with the necessary fixes. For some reason, the test `test_metric_common` failed for `meteor` metric, which doesn't have any connection to this PR, so I'm trying to rebase and see if it helps.",
"Hi @Hazoom,\r\n\r\nYou were right: the ... | https://api.github.com/repos/huggingface/datasets | NONE | This PR adds the SEDE dataset for the task of realistic Text-to-SQL, following the instructions of how to add a database and a dataset card.
Please see our paper for more details: https://arxiv.org/abs/2106.05006 | 2021-09-24T10:39:55Z | https://github.com/huggingface/datasets/pull/2942 | {
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