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https://api.github.com/repos/huggingface/datasets/issues/2505 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2505/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2505/comments | https://api.github.com/repos/huggingface/datasets/issues/2505/events | https://github.com/huggingface/datasets/pull/2505 | 921,234,797 | MDExOlB1bGxSZXF1ZXN0NjcwMjY2NjQy | 2,505 | Make numpy arrow extractor faster | {
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"Looks like we have a nice speed up in some benchmarks. For example:\r\n- `read_formatted numpy 5000`: 4.584777 sec -> 0.487113 sec\r\n- `read_formatted torch 5000`: 4.565676 sec -> 1.289514 sec",
"Can we convert this draft to PR @lhoestq ?",
"Ready for review ! cc @vblagoje",
"@lhoestq I tried the branch a... | 2021-06-15T10:11:32Z | 2021-06-28T09:53:39Z | 2021-06-28T09:53:38Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | I changed the NumpyArrowExtractor to call directly to_numpy and see if it can lead to speed-ups as discussed in https://github.com/huggingface/datasets/issues/2498
This could make the numpy/torch/tf/jax formatting faster | {
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"_The documentation is not available anymore as the PR was closed or merged._"
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https://api.github.com/repos/huggingface/datasets/issues/6178 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6178/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6178/comments | https://api.github.com/repos/huggingface/datasets/issues/6178/events | https://github.com/huggingface/datasets/issues/6178 | 1,866,610,102 | I_kwDODunzps5vQjW2 | 6,178 | 'import datasets' throws "invalid syntax error" | {
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"This seems to be related to your environment and not the `datasets` code (e.g., this could happen when exposing the Python 3.9 site packages to a lower Python version (interpreter))"
] | 2023-08-25T08:35:14Z | 2023-09-27T17:33:39Z | 2023-09-27T17:33:39Z | NONE | null | null | null | ### Describe the bug
Hi,
I have been trying to import the datasets library but I keep gtting this error.
`Traceback (most recent call last):
File /opt/local/jupyterhub/lib64/python3.9/site-packages/IPython/core/interactiveshell.py:3508 in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
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https://api.github.com/repos/huggingface/datasets/issues/650 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/650/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/650/comments | https://api.github.com/repos/huggingface/datasets/issues/650/events | https://github.com/huggingface/datasets/issues/650 | 704,861,844 | MDU6SXNzdWU3MDQ4NjE4NDQ= | 650 | dummy data testing can't test datasets using `dl_manager.extract` in `_split_generators` | {
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"Hi :) \r\nIn your dummy data zip file you can just have `subset000.xz` as directories instead of compressed files.\r\nLet me know if it helps",
"Thanks for your comment @lhoestq ,\r\nJust for confirmation, changing dummy data like this won't make dummy test test the functionality to extract `subsetxxx.xz` but ac... | 2020-09-19T11:07:03Z | 2020-09-22T11:54:10Z | 2020-09-22T11:54:09Z | CONTRIBUTOR | null | null | null | Hi, I recently want to add a dataset whose source data is like this
```
openwebtext.tar.xz
|__ openwebtext
|__subset000.xz
| |__ ....txt
| |__ ....txt
| ...
|__ subset001.xz
|
....
```
So I wrote `openwebtext.py` like this
```
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https://api.github.com/repos/huggingface/datasets/issues/1661 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1661/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1661/comments | https://api.github.com/repos/huggingface/datasets/issues/1661/events | https://github.com/huggingface/datasets/pull/1661 | 775,840,801 | MDExOlB1bGxSZXF1ZXN0NTQ2NDQzNjYx | 1,661 | updated dataset cards | {
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https://api.github.com/repos/huggingface/datasets/issues/1121 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1121/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1121/comments | https://api.github.com/repos/huggingface/datasets/issues/1121/events | https://github.com/huggingface/datasets/pull/1121 | 757,169,944 | MDExOlB1bGxSZXF1ZXN0NTMyNTkwNjY2 | 1,121 | adding cdt dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/4933 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4933/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4933/comments | https://api.github.com/repos/huggingface/datasets/issues/4933/events | https://github.com/huggingface/datasets/issues/4933 | 1,363,013,023 | I_kwDODunzps5RPe2f | 4,933 | Dataset/DatasetDict.filter() cannot have `batched=True` due to `mask` (numpy array?) being non-iterable. | {
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"Hi ! When `batched=True`, you filter function must take a batch as input, and return a list of booleans.\r\n\r\nIn your case, something like\r\n```python\r\nfrom datasets import load_dataset\r\n\r\n\r\nds_mc4_ja = load_dataset(\"mc4\", \"ja\") # This will take 6+ hours... perhaps test it with a toy dataset instea... | 2022-09-06T09:47:48Z | 2022-09-06T11:44:27Z | 2022-09-06T11:44:27Z | CONTRIBUTOR | null | null | null | ## Describe the bug
`Dataset/DatasetDict.filter()` cannot have `batched=True` due to `mask` (numpy array?) being non-iterable.
## Steps to reproduce the bug
(In a python 3.7.12 env, I've tried 2.4.0 and 2.3.2 with both `pyarraw==9.0.0` and `pyarrow==8.0.0`.)
```python
from datasets import load_dataset
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https://api.github.com/repos/huggingface/datasets/issues/91 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/91/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/91/comments | https://api.github.com/repos/huggingface/datasets/issues/91/events | https://github.com/huggingface/datasets/pull/91 | 617,339,484 | MDExOlB1bGxSZXF1ZXN0NDE3Mjc0MjA0 | 91 | [Paracrawl] add paracrawl | {
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} | - Huge dataset - took ~1h to download
- Also this PR reformats all dataset scripts and adds `datasets` to `make style` | {
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https://api.github.com/repos/huggingface/datasets/issues/3511 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3511/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3511/comments | https://api.github.com/repos/huggingface/datasets/issues/3511/events | https://github.com/huggingface/datasets/issues/3511 | 1,092,170,411 | I_kwDODunzps5BGTKr | 3,511 | Dataset | {
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"Can you reopen with the correct dataset name (if relevant)?\r\n\r\nThanks",
"The dataset viewer was down tonight. It works again."
] | 2022-01-03T02:03:23Z | 2022-01-03T08:41:26Z | 2022-01-03T08:23:07Z | NONE | null | null | null | ## Dataset viewer issue for '*name of the dataset*'
**Link:** *link to the dataset viewer page*
*short description of the issue*
Am I the one who added this dataset ? Yes-No
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"Amazing! ",
"Small poll @thomwolf @yjernite @lhoestq @JetRunner @qiweizhen .\r\n\r\nAs stated in the XGLUE paper: https://arxiv.org/pdf/2004.01401.pdf , for each of the 11 down-stream tasks training data is only available in English, whereas development and test data is available in multiple different language ... | 2020-10-21T10:51:36Z | 2022-09-30T11:35:30Z | 2021-01-06T10:02:55Z | MEMBER | null | null | null | XGLUE is a multilingual GLUE like dataset propesed in this [paper](https://arxiv.org/pdf/2004.01401.pdf).
I'm planning on adding the dataset to the library myself in a couple of weeks.
Also tagging @JetRunner @qiweizhen in case I need some guidance | {
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I've left the 'Values from popular papers' section empty for the time being because I don't know the summarization literature very well and am therefore not sure which paper(s) to pull from (note that the original rouge paper does not seem to present specific values, just correlations with hum... | {
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https://api.github.com/repos/huggingface/datasets/issues/5981 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5981/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5981/comments | https://api.github.com/repos/huggingface/datasets/issues/5981/events | https://github.com/huggingface/datasets/issues/5981 | 1,770,310,087 | I_kwDODunzps5phMnH | 5,981 | Only two cores are getting used in sagemaker with pytorch 3.10 kernel | {
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"I think it's more likely that this issue is related to PyTorch than Datasets, as PyTorch (on import) registers functions to execute when forking a process. Maybe this is the culprit: https://github.com/pytorch/pytorch/issues/99625",
"From reading that ticket, it may be down in mkl? Is it worth hotfixing in the ... | 2023-06-22T19:57:31Z | 2023-10-30T06:17:40Z | 2023-07-24T11:54:52Z | NONE | null | null | null | ### Describe the bug
When using the newer pytorch 3.10 kernel, only 2 cores are being used by huggingface filter and map functions. The Pytorch 3.9 kernel would use as many cores as specified in the num_proc field.
We have solved this in our own code by placing the following snippet in the code that is called insi... | {
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https://api.github.com/repos/huggingface/datasets/issues/4457 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4457/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4457/comments | https://api.github.com/repos/huggingface/datasets/issues/4457/events | https://github.com/huggingface/datasets/pull/4457 | 1,263,531,911 | PR_kwDODunzps45QZCU | 4,457 | First draft of the docs for TF + Datasets | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Some links are still missing I think :)",
"This is probably quite close to being ready, so cc some TF people @gante @amyeroberts @merveenoyan just so they see it! No need for a full review, but if you have any comments or suggestio... | 2022-06-07T16:06:48Z | 2022-06-14T16:08:41Z | 2022-06-14T15:59:08Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | I might cc a few of the other TF people to take a look when this is closer to being finished, but it's still a draft for now. | {
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https://api.github.com/repos/huggingface/datasets/issues/2417 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2417/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2417/comments | https://api.github.com/repos/huggingface/datasets/issues/2417/events | https://github.com/huggingface/datasets/pull/2417 | 903,956,071 | MDExOlB1bGxSZXF1ZXN0NjU1MTU3NTI4 | 2,417 | Make datasets PEP-561 compliant | {
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"This is super cool, I love that ❤️ "
] | 2021-05-27T16:16:17Z | 2021-05-28T13:10:10Z | 2021-05-28T13:09:16Z | CONTRIBUTOR | null | 0 | {
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PEP-561: https://www.python.org/dev/peps/pep-0561
MyPy doc on the subject: https://mypy.readthedocs.io/en/stable/installed_packages.html
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https://api.github.com/repos/huggingface/datasets/issues/2756 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2756/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2756/comments | https://api.github.com/repos/huggingface/datasets/issues/2756/events | https://github.com/huggingface/datasets/pull/2756 | 959,255,646 | MDExOlB1bGxSZXF1ZXN0NzAyMzk4Mjk1 | 2,756 | Fix metadata JSON for ubuntu_dialogs_corpus dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Related to #2743. | {
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https://api.github.com/repos/huggingface/datasets/issues/4267 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4267/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4267/comments | https://api.github.com/repos/huggingface/datasets/issues/4267/events | https://github.com/huggingface/datasets/pull/4267 | 1,223,214,275 | PR_kwDODunzps43LzOR | 4,267 | Replace data URL in SAMSum dataset within the same repository | {
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"_The documentation is not available anymore as the PR was closed or merged._"
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https://api.github.com/repos/huggingface/datasets/issues/2284 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2284/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2284/comments | https://api.github.com/repos/huggingface/datasets/issues/2284/events | https://github.com/huggingface/datasets/pull/2284 | 870,932,710 | MDExOlB1bGxSZXF1ZXN0NjI2MDM5MDc5 | 2,284 | Initialize Imdb dataset as used in Don't Stop Pretraining Paper | {
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https://api.github.com/repos/huggingface/datasets/issues/1998 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1998/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1998/comments | https://api.github.com/repos/huggingface/datasets/issues/1998/events | https://github.com/huggingface/datasets/pull/1998 | 823,723,960 | MDExOlB1bGxSZXF1ZXN0NTg2MTE4NTQ4 | 1,998 | Add -DOCSTART- note to dataset card of conll-like datasets | {
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"Nice catch! Yes I didn't check the actual data, instead I was just looking for the `if line.startswith(\"-DOCSTART-\")` pattern."
] | 2021-03-06T19:08:29Z | 2021-03-11T02:20:07Z | 2021-03-11T02:20:07Z | CONTRIBUTOR | null | 0 | {
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} | Closes #1983 | {
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https://api.github.com/repos/huggingface/datasets/issues/2456 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2456/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2456/comments | https://api.github.com/repos/huggingface/datasets/issues/2456/events | https://github.com/huggingface/datasets/pull/2456 | 914,709,293 | MDExOlB1bGxSZXF1ZXN0NjY0NjAwOTk1 | 2,456 | Fix cross-reference typos in documentation | {
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https://api.github.com/repos/huggingface/datasets/issues/1892 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1892/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1892/comments | https://api.github.com/repos/huggingface/datasets/issues/1892/events | https://github.com/huggingface/datasets/issues/1892 | 809,554,174 | MDU6SXNzdWU4MDk1NTQxNzQ= | 1,892 | request to mirror wmt datasets, as they are really slow to download | {
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"Yes that would be awesome. Not only the download speeds are awful, but also some files are missing.\r\nWe list all the URLs in the datasets/wmt19/wmt_utils.py so we can make a script to download them all and host on S3.\r\nAlso I think most of the materials are under the CC BY-NC-SA 3.0 license (must double check)... | 2021-02-16T18:36:11Z | 2021-10-26T06:55:42Z | 2021-03-25T11:53:23Z | CONTRIBUTOR | null | null | null | Would it be possible to mirror the wmt data files under hf? Some of them take hours to download and not because of the local speed. They are all quite small datasets, just extremely slow to download.
Thank you! | {
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https://api.github.com/repos/huggingface/datasets/issues/1783 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1783/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1783/comments | https://api.github.com/repos/huggingface/datasets/issues/1783/events | https://github.com/huggingface/datasets/issues/1783 | 794,544,495 | MDU6SXNzdWU3OTQ1NDQ0OTU= | 1,783 | Dataset Examples Explorer | {
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"Hi @ChewKokWah,\r\n\r\nWe're working on it! In the meantime, you can still find the dataset explorer at the following URL: https://huggingface.co/datasets/viewer/",
"Glad to see that it still exist, this existing one is more than good enough for me, it is feature rich, simple to use and concise. \r\nHope similar... | 2021-01-26T20:39:02Z | 2021-02-01T13:58:44Z | 2021-02-01T13:58:44Z | NONE | null | null | null | In the Older version of the Dataset, there are a useful Dataset Explorer that allow user to visualize the examples (training, test and validation) of a particular dataset, it is no longer there in current version.
Hope HuggingFace can re-enable the feature that at least allow viewing of the first 20 examples of a ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3829 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3829/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3829/comments | https://api.github.com/repos/huggingface/datasets/issues/3829/events | https://github.com/huggingface/datasets/issues/3829 | 1,160,154,352 | I_kwDODunzps5FJozw | 3,829 | [📄 Docs] Create a `datasets` performance guide. | {
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"Hi ! Yes this is definitely something we'll explore, since optimizing processing pipelines can be challenging and because performance is key here: we want anyone to be able to play with large-scale datasets more easily.\r\n\r\nI think we'll start by documenting the performance of the dataset transforms we provide,... | 2022-03-05T00:28:06Z | 2022-03-10T16:24:27Z | null | NONE | null | null | null | ## Brief Overview
Downloading, saving, and preprocessing large datasets from the `datasets` library can often result in [performance bottlenecks](https://github.com/huggingface/datasets/issues/3735). These performance snags can be challenging to identify and to debug, especially for users who are less experienced with... | {
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https://api.github.com/repos/huggingface/datasets/issues/879 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/879/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/879/comments | https://api.github.com/repos/huggingface/datasets/issues/879/events | https://github.com/huggingface/datasets/issues/879 | 748,848,847 | MDU6SXNzdWU3NDg4NDg4NDc= | 879 | boolq does not load | {
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"Hi ! It runs on my side without issues. I tried\r\n```python\r\nfrom datasets import load_dataset\r\nload_dataset(\"boolq\")\r\n```\r\n\r\nWhat version of datasets and tensorflow are your runnning ?\r\nAlso if you manage to get a minimal reproducible script (on google colab for example) that would be useful.",
"... | 2020-11-23T14:28:28Z | 2022-10-05T12:23:32Z | 2022-10-05T12:23:32Z | CONTRIBUTOR | null | null | null | Hi
I am getting these errors trying to load boolq thanks
Traceback (most recent call last):
File "test.py", line 5, in <module>
data = AutoTask().get("boolq").get_dataset("train", n_obs=10)
File "/remote/idiap.svm/user.active/rkarimi/dev/internship/seq2seq/tasks/tasks.py", line 42, in get_dataset
d... | {
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https://api.github.com/repos/huggingface/datasets/issues/5507 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5507/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5507/comments | https://api.github.com/repos/huggingface/datasets/issues/5507/events | https://github.com/huggingface/datasets/issues/5507 | 1,572,667,036 | I_kwDODunzps5dvP6c | 5,507 | Optimise behaviour in respect to indices mapping | {
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... | null | [] | 2023-02-06T14:25:55Z | 2023-02-28T18:19:18Z | null | CONTRIBUTOR | null | null | null | _Originally [posted](https://huggingface.slack.com/archives/C02V51Q3800/p1675443873878489?thread_ts=1675418893.373479&cid=C02V51Q3800) on Slack_
Considering all this, perhaps for Datasets 3.0, we can do the following:
* [ ] have `continuous=True` by default in `.shard` (requested in the survey and makes more sense... | {
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https://api.github.com/repos/huggingface/datasets/issues/2525 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2525/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2525/comments | https://api.github.com/repos/huggingface/datasets/issues/2525/events | https://github.com/huggingface/datasets/pull/2525 | 925,896,358 | MDExOlB1bGxSZXF1ZXN0Njc0Mjc5MTgy | 2,525 | Use scikit-learn package rather than sklearn in setup.py | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | The sklearn package is an historical thing and should probably not be used by anyone, see https://github.com/scikit-learn/scikit-learn/issues/8215#issuecomment-344679114 for some caveats.
Note: this affects only TESTS_REQUIRE so I guess only developers not end users. | {
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https://api.github.com/repos/huggingface/datasets/issues/1466 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1466/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1466/comments | https://api.github.com/repos/huggingface/datasets/issues/1466/events | https://github.com/huggingface/datasets/pull/1466 | 761,554,357 | MDExOlB1bGxSZXF1ZXN0NTM2MjA0OTMx | 1,466 | Add Turkish News Category Dataset (270K).Updates were made for review… | {
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"@SBrandeis, What exactly is it that makes the tests fail? Can you help me please?",
"These errors\r\n```\r\n=========================== short test summary info ============================\r\nFAILED tests/test_dataset_common.py::LocalDatasetTest::test_load_dataset_ajgt_twitter_ar\r\nFAILED tests/test_dataset_com... | 2020-12-10T19:41:12Z | 2020-12-11T14:27:15Z | 2020-12-11T14:27:15Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR adds the **Turkish News Categories Dataset (270K)** dataset which is a text classification dataset by me and @yavuzKomecoglu. Turkish news dataset consisting of **273601 news in 17 categories**, compiled from printed media and news websites between 2010 and 2017 by the [Interpress](https://www.interpress.com/) ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3122 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3122/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3122/comments | https://api.github.com/repos/huggingface/datasets/issues/3122/events | https://github.com/huggingface/datasets/issues/3122 | 1,031,787,509 | I_kwDODunzps49f9P1 | 3,122 | OSError with a custom dataset loading script | {
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"Hi,\r\n\r\nthere is a difference in how the `data_dir` is zipped between the `classla/janes_tag` and the `classla/reldi_hr` dataset. After unzipping, for the former, the data files (`*.conllup`) are in the root directory (root -> data files), and for the latter, they are inside the `data` directory (root -> `data`... | 2021-10-20T20:08:39Z | 2021-11-23T09:55:38Z | 2021-11-23T09:55:38Z | NONE | null | null | null | ## Describe the bug
I am getting an OS error when trying to load the newly uploaded dataset classla/janes_tag. What puzzles me is that I have already uploaded a very similar dataset - classla/reldi_hr - with no issues. The loading scripts for the two datasets are almost identical and they have the same directory struc... | {
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https://api.github.com/repos/huggingface/datasets/issues/6409 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6409/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6409/comments | https://api.github.com/repos/huggingface/datasets/issues/6409/events | https://github.com/huggingface/datasets/issues/6409 | 1,991,960,865 | I_kwDODunzps52uukh | 6,409 | using DownloadManager to download from local filesystem and disable_progress_bar, there will be an exception | {
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i'm using datasets.download.download_manager.DownloadManager to download files like "file:///a/b/c.txt", and i disable_progress_bar() to disable bar. there will be an exception as follows:
`AttributeError: 'function' object has no attribute 'close'
Exception ignored in: <function TqdmCallback.... | {
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https://api.github.com/repos/huggingface/datasets/issues/3708 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3708/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3708/comments | https://api.github.com/repos/huggingface/datasets/issues/3708/events | https://github.com/huggingface/datasets/issues/3708 | 1,132,968,402 | I_kwDODunzps5Dh7nS | 3,708 | Loading JSON gets stuck with many workers/threads | {
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"Hi ! Note that it does `block_size *= 2` until `block_size > len(batch)`, so it doesn't loop indefinitely. What do you mean by \"get stuck indefinitely\" then ? Is this the actual call to `paj.read_json` that hangs ?\r\n\r\n> increasing the `chunksize` argument decreases the chance of getting stuck\r\n\r\nCould yo... | 2022-02-11T18:50:48Z | 2023-06-16T11:24:12Z | null | MEMBER | null | null | null | ## Describe the bug
Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine.
## Steps to reproduce the bug
I originally created the following script to reproduce the issue:
```python
from dat... | {
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https://api.github.com/repos/huggingface/datasets/issues/5844 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5844/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5844/comments | https://api.github.com/repos/huggingface/datasets/issues/5844/events | https://github.com/huggingface/datasets/issues/5844 | 1,705,907,812 | I_kwDODunzps5lrhZk | 5,844 | TypeError: Couldn't cast array of type struct<answer: struct<unanswerable: bool, answerType: string, free_form_answer: string, evidence: list<item: string>, evidenceAnnotate: list<item: string>, highlighted_evidence: list<item: string>>> to ... | {
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TypeError: Couldn't cast array of type struct<answer: struct<unanswerable: bool, answerType: string, free_form_answer: string, evidence: list<item: string>, evidenceAnnotate: list<item: string>, highlighted_evidence: list<item: string>>> to {'answer': {'unanswerable': Value(dtype='bool', id=None),... | {
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https://api.github.com/repos/huggingface/datasets/issues/2921 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2921/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2921/comments | https://api.github.com/repos/huggingface/datasets/issues/2921/events | https://github.com/huggingface/datasets/issues/2921 | 997,325,424 | I_kwDODunzps47cfpw | 2,921 | Using a list of multi-dim numpy arrays raises an error "can only convert 1-dimensional array values" | {
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To reproduce:
```python
import numpy as np
from datasets import Dataset
d = Dataset.from_dict({"a": [np.zeros((2, 2))]})
```
raises
```python
Traceback (most recent call last):
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https://api.github.com/repos/huggingface/datasets/issues/6509 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6509/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6509/comments | https://api.github.com/repos/huggingface/datasets/issues/6509/events | https://github.com/huggingface/datasets/pull/6509 | 2,046,720,869 | PR_kwDODunzps5iREyE | 6,509 | Better cast error when generating dataset | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6509). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"I created `DatatasetGenerationCastError` in `exceptions.py` that inherits from `Dataset... | 2023-12-18T13:57:24Z | 2023-12-18T17:17:54Z | null | MEMBER | null | 0 | {
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} | I want to improve the error message for datasets like https://huggingface.co/datasets/m-a-p/COIG-CQIA
Cc @albertvillanova @severo is this new error ok ? Or should I use a dedicated error class ?
New:
```python
Traceback (most recent call last):
File "/Users/quentinlhoest/hf/datasets/src/datasets/builder.py... | {
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https://api.github.com/repos/huggingface/datasets/issues/470 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/470/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/470/comments | https://api.github.com/repos/huggingface/datasets/issues/470/events | https://github.com/huggingface/datasets/pull/470 | 671,952,276 | MDExOlB1bGxSZXF1ZXN0NDYyMDc0MzQ0 | 470 | Adding IWSLT 2017 dataset. | {
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"Ok I tried to add the dummy dataset (I actually modified the dummy_data command to generate them for me because it was too painful to do that manually).\r\n\r\nThe dummy_data test seems to work:\r\n```bash\r\nRUN_SLOW=1 pytest tests/test_dataset_common.py::LocalDatasetTest::test_load_dataset_all_configs_iwslt2017\... | 2020-08-03T09:52:39Z | 2020-09-07T12:33:30Z | 2020-09-07T12:33:30Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/470... | Created a [IWSLT 2017](https://sites.google.com/site/iwsltevaluation2017/TED-tasks) dataset script for the *multilingual data*.
```
Bilingual data: {Arabic, German, French, Japanese, Korean, Chinese} <-> English
Multilingual data: German, English, Italian, Dutch, Romanian. (Any pair)
```
I'm unsure how to h... | {
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https://api.github.com/repos/huggingface/datasets/issues/3754 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3754/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3754/comments | https://api.github.com/repos/huggingface/datasets/issues/3754/events | https://github.com/huggingface/datasets/issues/3754 | 1,142,886,536 | I_kwDODunzps5EHxCI | 3,754 | Overflowing indices in `select` | {
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"Fixed on master (see https://github.com/huggingface/datasets/pull/3719).",
"Awesome, I did not find that one! Thanks."
] | 2022-02-18T11:30:52Z | 2022-02-18T11:38:23Z | 2022-02-18T11:38:23Z | MEMBER | null | null | null | ## Describe the bug
The `Dataset.select` function seems to accept indices that are larger than the dataset size and seems to effectively use `index %len(ds)`.
## Steps to reproduce the bug
```python
from datasets import Dataset
ds = Dataset.from_dict({"test": [1,2,3]})
ds = ds.select(range(5))
print(ds)
p... | {
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https://api.github.com/repos/huggingface/datasets/issues/3429 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3429/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3429/comments | https://api.github.com/repos/huggingface/datasets/issues/3429/events | https://github.com/huggingface/datasets/pull/3429 | 1,078,902,390 | PR_kwDODunzps4vx1gp | 3,429 | Make cast cacheable (again) on Windows | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | `cast` currently emits the following warning when called on Windows:
```
Parameter 'function'=<function Dataset.cast.<locals>.<lambda> at 0x000001C930571EA0> of the transform datasets.arrow_dataset.Dataset._map_single couldn't be hashed properly, a random hash was used instead. Make sure your transforms and parameter... | {
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https://api.github.com/repos/huggingface/datasets/issues/3025 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3025/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3025/comments | https://api.github.com/repos/huggingface/datasets/issues/3025/events | https://github.com/huggingface/datasets/pull/3025 | 1,016,061,222 | PR_kwDODunzps4srsgG | 3,025 | Fix Windows test suite | {
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Fix #3024. | {
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https://api.github.com/repos/huggingface/datasets/issues/4033 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4033/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4033/comments | https://api.github.com/repos/huggingface/datasets/issues/4033/events | https://github.com/huggingface/datasets/pull/4033 | 1,182,984,445 | PR_kwDODunzps41Ie6w | 4,033 | Fix checksum error in cats_vs_dogs dataset | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-03-28T07:01:25Z | 2022-03-28T07:49:39Z | 2022-03-28T07:44:24Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Recent PR updated the metadata JSON file of cats_vs_dogs dataset:
- #3878
However, that new JSON file contains a None checksum.
This PR fixes it.
Fix #4032. | {
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https://api.github.com/repos/huggingface/datasets/issues/5884 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5884/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5884/comments | https://api.github.com/repos/huggingface/datasets/issues/5884/events | https://github.com/huggingface/datasets/issues/5884 | 1,719,548,172 | I_kwDODunzps5mfjkM | 5,884 | `Dataset.to_tf_dataset` fails when strings cannot be encoded as `np.bytes_` | {
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"May eventually be solved in #5883 ",
"#self-assign"
] | 2023-05-22T12:03:06Z | 2023-06-09T16:04:56Z | 2023-06-09T16:04:55Z | CONTRIBUTOR | null | null | null | ### Describe the bug
When loading any dataset that contains a column with strings that are not ASCII-compatible, looping over those records raises the following exception e.g. for `é` character `UnicodeEncodeError: 'ascii' codec can't encode character '\xe9' in position 0: ordinal not in range(128)`.
### Steps to rep... | {
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https://api.github.com/repos/huggingface/datasets/issues/1964 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1964/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1964/comments | https://api.github.com/repos/huggingface/datasets/issues/1964/events | https://github.com/huggingface/datasets/issues/1964 | 818,624,864 | MDU6SXNzdWU4MTg2MjQ4NjQ= | 1,964 | Datasets.py function load_dataset does not match squad dataset | {
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"Hi !\r\n\r\nTo fix 1, an you try to run this code ?\r\n```python\r\nfrom datasets import load_dataset\r\n\r\nload_dataset(\"squad\", download_mode=\"force_redownload\")\r\n```\r\nMaybe the file your downloaded was corrupted, in this case redownloading this way should fix your issue 1.\r\n\r\nRegarding your 2nd poi... | 2021-03-01T08:41:31Z | 2022-10-05T13:09:47Z | 2022-10-05T13:09:47Z | NONE | null | null | null | ### 1 When I try to train lxmert,and follow the code in README that --dataset name:
```shell
python examples/question-answering/run_qa.py --model_name_or_path unc-nlp/lxmert-base-uncased --dataset_name squad --do_train --do_eval --per_device_train_batch_size 12 --learning_rate 3e-5 --num_train_epochs 2 --max_seq_len... | {
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https://api.github.com/repos/huggingface/datasets/issues/5070 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5070/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5070/comments | https://api.github.com/repos/huggingface/datasets/issues/5070/events | https://github.com/huggingface/datasets/issues/5070 | 1,396,765,647 | I_kwDODunzps5TQPPP | 5,070 | Support default config name when no builder configs | {
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"Thank you for creating this feature request, Albert.\r\n\r\nFor context this is the datatest where Albert has been helping me to switch to on-the-fly split config https://huggingface.co/datasets/HuggingFaceM4/cm4-synthetic-testing\r\n\r\nand the attempt to switch on-the-fly splits was here: https://huggingface.co/... | 2022-10-04T19:49:35Z | 2022-10-06T14:40:26Z | 2022-10-06T14:40:26Z | MEMBER | null | null | null | **Is your feature request related to a problem? Please describe.**
As discussed with @stas00, we could support defining a default config name, even if no predefined allowed config names are set. That is, support `DEFAULT_CONFIG_NAME`, even when `BUILDER_CONFIGS` is not defined.
**Additional context**
In order to ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3209 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3209/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3209/comments | https://api.github.com/repos/huggingface/datasets/issues/3209/events | https://github.com/huggingface/datasets/issues/3209 | 1,044,505,771 | I_kwDODunzps4-QeSr | 3,209 | Unpin keras once TF fixes its release | {
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- #3208 | {
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https://api.github.com/repos/huggingface/datasets/issues/6323 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6323/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6323/comments | https://api.github.com/repos/huggingface/datasets/issues/6323/events | https://github.com/huggingface/datasets/issues/6323 | 1,954,245,980 | I_kwDODunzps50e21c | 6,323 | Loading dataset from large GCS bucket very slow since 2.14 | {
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Since updating to >2.14 we have very slow access to our parquet files on GCS when loading a dataset (>30 min vs 3s). Our GCS bucket has many objects and resolving globs is very slow. I could track down the problem to this change:
https://github.com/huggingface/datasets/blame/bade7af74437347a76083... | {
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https://api.github.com/repos/huggingface/datasets/issues/5329 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5329/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5329/comments | https://api.github.com/repos/huggingface/datasets/issues/5329/events | https://github.com/huggingface/datasets/pull/5329 | 1,471,999,125 | PR_kwDODunzps5EGK3y | 5,329 | Clarify imagefolder is for small datasets | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I think it's also reasonable to add the same note to the AudioFolder decription",
"Thank you ! I think \"regular\" is more appropriate than \"small\". It can easily scale to a few thousands of images - just not millions x)",
"Rep... | 2022-12-01T21:47:29Z | 2022-12-06T17:20:04Z | 2022-12-06T17:16:53Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/979 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/979/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/979/comments | https://api.github.com/repos/huggingface/datasets/issues/979/events | https://github.com/huggingface/datasets/pull/979 | 754,893,337 | MDExOlB1bGxSZXF1ZXN0NTMwNzA4OTA5 | 979 | [WIP] Add multi woz | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/979... | This PR adds version 2.2 of the Multi-domain Wizard of OZ dataset: https://github.com/budzianowski/multiwoz/tree/master/data/MultiWOZ_2.2
It was a pretty big chunk of work to figure out the structure, so I stil have tol add the description to the README.md
On the plus side the structure is broadly similar to that... | {
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https://api.github.com/repos/huggingface/datasets/issues/2832 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2832/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2832/comments | https://api.github.com/repos/huggingface/datasets/issues/2832/events | https://github.com/huggingface/datasets/issues/2832 | 978,012,800 | MDU6SXNzdWU5NzgwMTI4MDA= | 2,832 | Logging levels not taken into account | {
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"I just take a look at all the outputs produced by `datasets` using the different log-levels.\r\nAs far as i can tell using `datasets==1.17.0` they overall issue seems to be fixed.\r\n\r\nHowever, I noticed that there is one tqdm based progress indicator appearing on STDERR that I can simply not suppress.\r\n```\r\... | 2021-08-24T11:50:41Z | 2023-07-12T17:19:30Z | 2023-07-12T17:19:29Z | MEMBER | null | null | null | ## Describe the bug
The `logging` module isn't working as intended relative to the levels to set.
## Steps to reproduce the bug
```python
from datasets import logging
logging.set_verbosity_debug()
logger = logging.get_logger()
logger.error("ERROR")
logger.warning("WARNING")
logger.info("INFO")
logge... | {
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https://api.github.com/repos/huggingface/datasets/issues/5136 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5136/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5136/comments | https://api.github.com/repos/huggingface/datasets/issues/5136/events | https://github.com/huggingface/datasets/pull/5136 | 1,414,492,139 | PR_kwDODunzps5BFWMG | 5,136 | Update docs once dataset scripts transferred to the Hub | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-10-19T07:58:27Z | 2022-10-20T08:12:21Z | 2022-10-20T08:10:00Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Todo:
- [x] Update docs:
- [x] Datasets on GitHub (legacy)
- [x] Load: offline
- [x] About dataset load:
- [x] Maintaining integrity
- [x] Security
- [x] Update docstrings:
- [x] Inspect:
- [x] get_dataset_config_info
- [x] get_dataset_split_names
- [x] Load:
- [x] dataset_modu... | {
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https://api.github.com/repos/huggingface/datasets/issues/4653 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4653/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4653/comments | https://api.github.com/repos/huggingface/datasets/issues/4653/events | https://github.com/huggingface/datasets/issues/4653 | 1,296,702,834 | I_kwDODunzps5NSh1y | 4,653 | Add Altlex dataset | {
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"uploaded dataset [here](https://huggingface.co/datasets/embedding-data/altlex)."
] | 2022-07-07T02:23:02Z | 2022-07-14T02:12:39Z | 2022-07-14T02:12:39Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *Altlex*
- **Description:** *Git repository for software associated with the 2016 ACL paper "Identifying Causal Relations Using Parallel Wikipedia Articles.”*
- **Paper:** *https://aclanthology.org/P16-1135.pdf*
- **Data:** *https://huggingface.co/datasets/sentence-transformers/embed... | {
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https://api.github.com/repos/huggingface/datasets/issues/4218 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4218/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4218/comments | https://api.github.com/repos/huggingface/datasets/issues/4218/events | https://github.com/huggingface/datasets/pull/4218 | 1,214,748,226 | PR_kwDODunzps42vTA0 | 4,218 | Make code for image downloading from image urls cacheable | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-04-25T16:17:59Z | 2022-04-26T17:00:24Z | 2022-04-26T13:38:26Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fix #4199 | {
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https://api.github.com/repos/huggingface/datasets/issues/5817 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5817/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5817/comments | https://api.github.com/repos/huggingface/datasets/issues/5817/events | https://github.com/huggingface/datasets/issues/5817 | 1,694,891,866 | I_kwDODunzps5lBf9a | 5,817 | Setting `num_proc` errors when `.map` returns additional items. | {
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"Hi ! Unfortunately I couldn't reproduce on my side locally and with datasets 2.11 and python 3.10.11 on colab.\r\nWhat version of `multiprocess` are you using ?",
"I've got `multiprocess` version `0.70.14`.\r\n\r\nI've done some more testing and the error only occurs in PyCharm's Python Console. It seems to be [... | 2023-05-03T21:46:53Z | 2023-05-04T21:14:21Z | 2023-05-04T20:22:25Z | NONE | null | null | null | ### Describe the bug
I'm using a map function that returns more rows than are passed in.
If I try to use `num_proc` I get:
```
File "/home/davidg/.virtualenvs/learning/lib/python3.10/site-packages/datasets/arrow_dataset.py", line 563, in wrapper
out: Union["Dataset", "DatasetDict"] = func(self, *args, **kw... | {
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https://api.github.com/repos/huggingface/datasets/issues/2337 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2337/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2337/comments | https://api.github.com/repos/huggingface/datasets/issues/2337/events | https://github.com/huggingface/datasets/issues/2337 | 881,610,567 | MDU6SXNzdWU4ODE2MTA1Njc= | 2,337 | NonMatchingChecksumError for web_of_science dataset | {
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"I've raised a PR for this. Should work with `dataset = load_dataset(\"web_of_science\", \"WOS11967\", ignore_verifications=True)`once it gets merged into the main branch. Thanks for reporting this! "
] | 2021-05-09T02:02:02Z | 2021-05-10T13:35:53Z | 2021-05-10T13:35:53Z | NONE | null | null | null | NonMatchingChecksumError when trying to download the web_of_science dataset.
>NonMatchingChecksumError: Checksums didn't match for dataset source files:
['https://data.mendeley.com/datasets/9rw3vkcfy4/6/files/c9ea673d-5542-44c0-ab7b-f1311f7d61df/WebOfScience.zip?dl=1']
Setting `ignore_verfications=True` results... | {
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https://api.github.com/repos/huggingface/datasets/issues/6425 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6425/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6425/comments | https://api.github.com/repos/huggingface/datasets/issues/6425/events | https://github.com/huggingface/datasets/pull/6425 | 1,995,269,382 | PR_kwDODunzps5fi5ye | 6,425 | Fix deprecation warning when building conda package | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | 2023-11-15T18:00:11Z | 2023-12-13T14:22:30Z | 2023-12-13T14:16:00Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | When building/releasing conda package, we get this deprecation warning:
```
/usr/share/miniconda/envs/build-datasets/bin/conda-build:11: DeprecationWarning: conda_build.cli.main_build.main is deprecated and will be removed in 4.0.0. Use `conda build` instead.
```
This PR fixes the deprecation warning by using `co... | {
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https://api.github.com/repos/huggingface/datasets/issues/1502 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1502/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1502/comments | https://api.github.com/repos/huggingface/datasets/issues/1502/events | https://github.com/huggingface/datasets/pull/1502 | 763,658,208 | MDExOlB1bGxSZXF1ZXN0NTM4MDQ1OTY5 | 1,502 | Add Senti_Lex Dataset | {
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"Better will be if you close this PR and make a fresh PR",
"Feel free to ping me if you also have questions about the dummy data",
"also it looks like this PR includes changes about dummy_data.zip files in the ./datasets//un_pc folder. Can you remove them ?",
"Thanks for all the advice @lhoestq. I've implemen... | 2020-12-12T11:55:29Z | 2020-12-28T14:01:12Z | 2020-12-28T14:01:12Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | TODO:
Fix feature format issue
Create dataset_info.json file
Run pytests
Make Style | {
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https://api.github.com/repos/huggingface/datasets/issues/2713 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2713/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2713/comments | https://api.github.com/repos/huggingface/datasets/issues/2713/events | https://github.com/huggingface/datasets/pull/2713 | 952,515,256 | MDExOlB1bGxSZXF1ZXN0Njk2Njk3MzU0 | 2,713 | Enumerate all ner_tags values in WNUT 17 dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR does:
- Enumerate all ner_tags in dataset card Data Fields section
- Add all metadata tags to dataset card
Close #2709. | {
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https://api.github.com/repos/huggingface/datasets/issues/6444 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6444/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6444/comments | https://api.github.com/repos/huggingface/datasets/issues/6444/events | https://github.com/huggingface/datasets/pull/6444 | 2,006,842,179 | PR_kwDODunzps5gKG_e | 6,444 | Remove `Table.__getstate__` and `Table.__setstate__` | {
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"Thanks for working on this! The [issue](https://bugs.python.org/issue24658) with pickling objects larger than 4GB seems to be patched in Python 3.8 (the minimal supported version was 3.6 at the time of implementing this), so a simple solution would be removing the `Table.__setstate__` and `Table.__getstate__` over... | 2023-11-22T17:55:10Z | 2023-11-23T15:19:43Z | 2023-11-23T15:13:28Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | When using distributed training, the code of `os.remove(filename)` may be executed separately by each rank, leading to `FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmprxxxxxxx.arrow'`
```python
from torch import distributed as dist
if dist.get_rank() == 0:
dataset = process_dataset(*args, ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6084 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6084/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6084/comments | https://api.github.com/repos/huggingface/datasets/issues/6084/events | https://github.com/huggingface/datasets/issues/6084 | 1,824,896,761 | I_kwDODunzps5sxbb5 | 6,084 | Changing pixel values of images in the Winoground dataset | {
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"g... | [] | open | false | null | [] | null | [] | 2023-07-27T17:55:35Z | 2023-07-27T17:55:35Z | null | NONE | null | null | null | Hi, as I followed the instructions, with lasted "datasets" version:
"
from datasets import load_dataset
examples = load_dataset('facebook/winoground', use_auth_token=<YOUR USER ACCESS TOKEN>)
"
I got slightly different datasets in colab and in my hpc environment. Specifically, the pixel values of images are slight... | {
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https://api.github.com/repos/huggingface/datasets/issues/3596 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3596/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3596/comments | https://api.github.com/repos/huggingface/datasets/issues/3596/events | https://github.com/huggingface/datasets/issues/3596 | 1,107,345,338 | I_kwDODunzps5CAL-6 | 3,596 | Loss of cast `Image` feature on certain dataset method | {
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] | closed | false | null | [] | null | [
"Hi! Thanks for reporting! The issue with `cast_column` should be fixed by #3575 and after we merge that PR I'll start working on the `push_to_hub` support for the `Image`/`Audio` feature.",
"> Hi! Thanks for reporting! The issue with `cast_column` should be fixed by #3575 and after we merge that PR I'll start wo... | 2022-01-18T20:44:01Z | 2022-01-21T18:07:28Z | 2022-01-21T18:07:28Z | MEMBER | null | null | null | ## Describe the bug
When an a column is cast to an `Image` feature, the cast type appears to be lost during certain operations. I first noticed this when using the `push_to_hub` method on a dataset that contained urls pointing to images which had been cast to an `image`. This also happens when using select on a data... | {
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https://api.github.com/repos/huggingface/datasets/issues/5939 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5939/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5939/comments | https://api.github.com/repos/huggingface/datasets/issues/5939/events | https://github.com/huggingface/datasets/issues/5939 | 1,749,955,883 | I_kwDODunzps5oTjUr | 5,939 | . | {
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https://api.github.com/repos/huggingface/datasets/issues/5097 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5097/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5097/comments | https://api.github.com/repos/huggingface/datasets/issues/5097/events | https://github.com/huggingface/datasets/issues/5097 | 1,403,679,353 | I_kwDODunzps5TqnJ5 | 5,097 | Fatal error with pyarrow/libarrow.so | {
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"Thanks for reporting, @catalys1.\r\n\r\nThis seems a duplicate of:\r\n- #3310 \r\n\r\nThe source of the problem is in PyArrow:\r\n- [ARROW-15141: [C++] Fatal error condition occurred in aws_thread_launch](https://issues.apache.org/jira/browse/ARROW-15141)\r\n- [ARROW-17501: [C++] Fatal error condition occurred in ... | 2022-10-10T20:29:04Z | 2022-10-11T06:56:01Z | 2022-10-11T06:56:00Z | NONE | null | null | null | ## Describe the bug
When using datasets, at the very end of my jobs the program crashes (see trace below).
It doesn't seem to affect anything, as it appears to happen as the program is closing down. Just importing `datasets` is enough to cause the error.
## Steps to reproduce the bug
This is sufficient to reprodu... | {
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https://api.github.com/repos/huggingface/datasets/issues/3944 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3944/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3944/comments | https://api.github.com/repos/huggingface/datasets/issues/3944/events | https://github.com/huggingface/datasets/pull/3944 | 1,171,209,510 | PR_kwDODunzps40iu4n | 3,944 | Create README.md | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-03-16T15:46:26Z | 2022-03-17T17:50:54Z | 2022-03-17T17:47:05Z | NONE | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Proposing COMET metric card | {
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https://api.github.com/repos/huggingface/datasets/issues/978 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/978/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/978/comments | https://api.github.com/repos/huggingface/datasets/issues/978/events | https://github.com/huggingface/datasets/pull/978 | 754,854,478 | MDExOlB1bGxSZXF1ZXN0NTMwNjc4NTUy | 978 | Add code refinement | {
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"Also cc @madlag since I recall you wanted to work on CodeXGlue as well ?",
"Yes, sorry I did not see earlier your message. I added 34 on the 35 datasets in CodeXGlue, tomorrow I will wrap it up, and so I will remove my version for code_refinement. Maybe we can just have a renaming after the merge, to have a cons... | 2020-12-02T01:29:58Z | 2020-12-07T01:52:58Z | 2020-12-07T01:52:58Z | CONTRIBUTOR | null | 0 | {
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} | ### OVERVIEW
Millions of open-source projects with numerous bug fixes
are available in code repositories. This proliferation
of software development histories can be leveraged to
learn how to fix common programming bugs
Code refinement aims to automatically fix bugs in the code,
which can contribute to reducing t... | {
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https://api.github.com/repos/huggingface/datasets/issues/5007 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5007/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5007/comments | https://api.github.com/repos/huggingface/datasets/issues/5007/events | https://github.com/huggingface/datasets/pull/5007 | 1,381,007,607 | PR_kwDODunzps4_WvFQ | 5,007 | Add some note about running the transformers ci before a release | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-09-21T14:14:25Z | 2022-09-22T10:16:14Z | 2022-09-22T10:14:06Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/6432 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6432/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6432/comments | https://api.github.com/repos/huggingface/datasets/issues/6432/events | https://github.com/huggingface/datasets/issues/6432 | 1,999,258,140 | I_kwDODunzps53KkIc | 6,432 | load_dataset does not load all of the data in my input file | {
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"You should use `datasets.load_dataset` instead of `nlp.load_dataset`, as the `nlp` package is outdated.\r\n\r\nIf switching to `datasets.load_dataset` doesn't fix the issue, sharing the JSON file (feel free to replace the data with dummy data) would be nice so that we can reproduce it ourselves."
] | 2023-11-17T14:28:50Z | 2023-11-22T17:34:58Z | null | NONE | null | null | null | ### Describe the bug
I have 127 elements in my input dataset. When I do a len on the dataset after loaded, it is only 124 elements.
### Steps to reproduce the bug
train_dataset = nlp.load_dataset(data_args.dataset_path, name=data_args.qg_format, split=nlp.Split.TRAIN)
valid_dataset = nlp.load_dataset(data_... | {
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https://api.github.com/repos/huggingface/datasets/issues/1386 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1386/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1386/comments | https://api.github.com/repos/huggingface/datasets/issues/1386/events | https://github.com/huggingface/datasets/pull/1386 | 760,365,505 | MDExOlB1bGxSZXF1ZXN0NTM1MjA5NDUx | 1,386 | Add RecipeNLG Dataset (manual download) | {
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"@lhoestq yes. I asked the authors for direct link but unfortunately we need to fill a form (captcha)"
] | 2020-12-09T14:13:19Z | 2020-12-10T16:58:22Z | 2020-12-10T16:58:21Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5586 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5586/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5586/comments | https://api.github.com/repos/huggingface/datasets/issues/5586/events | https://github.com/huggingface/datasets/issues/5586 | 1,602,961,544 | I_kwDODunzps5fi0CI | 5,586 | .sort() is broken when used after .filter(), only in 2.10.0 | {
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"Thanks for reporting and thanks @mariosasko for fixing ! We just did a patch release `2.10.1` with the fix"
] | 2023-02-28T12:18:09Z | 2023-02-28T18:17:26Z | 2023-02-28T17:21:59Z | NONE | null | null | null | ### Describe the bug
Hi, thank you for your support!
It seems like the addition of multiple key sort (#5502) in 2.10.0 broke the `.sort()` method.
After filtering a dataset with `.filter()`, the `.sort()` seems to refer to the query_table index of the previous unfiltered dataset, resulting in an IndexError.
... | {
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https://api.github.com/repos/huggingface/datasets/issues/3518 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3518/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3518/comments | https://api.github.com/repos/huggingface/datasets/issues/3518/events | https://github.com/huggingface/datasets/issues/3518 | 1,093,063,455 | I_kwDODunzps5BJtMf | 3,518 | Add PubMed Central Open Access dataset | {
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"In the framework of BigScience:\r\n- bigscience-workshop/data_tooling#121\r\n\r\nI have created this dataset as a community dataset: https://huggingface.co/datasets/albertvillanova/pmc_open_access\r\n\r\nHowever, I was wondering that it may be more appropriate to move it under an org namespace: `pubmed_central` or... | 2022-01-04T06:54:35Z | 2022-01-17T15:25:57Z | 2022-01-17T15:25:57Z | MEMBER | null | null | null | ## Adding a Dataset
- **Name:** PubMed Central Open Access
- **Description:** The PMC Open Access Subset includes more than 3.4 million journal articles and preprints that are made available under license terms that allow reuse.
- **Paper:** *link to the dataset paper if available*
- **Data:** https://www.ncbi.nlm.... | {
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https://api.github.com/repos/huggingface/datasets/issues/3325 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3325/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3325/comments | https://api.github.com/repos/huggingface/datasets/issues/3325/events | https://github.com/huggingface/datasets/pull/3325 | 1,064,663,075 | PR_kwDODunzps4vEaGO | 3,325 | Update conda dependencies | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Some dependencies minimum versions were outdated. For example `pyarrow` and `huggingface_hub` | {
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https://api.github.com/repos/huggingface/datasets/issues/6496 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6496/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6496/comments | https://api.github.com/repos/huggingface/datasets/issues/6496/events | https://github.com/huggingface/datasets/issues/6496 | 2,041,589,386 | I_kwDODunzps55sC6K | 6,496 | Error when writing a dataset to HF Hub: A commit has happened since. Please refresh and try again. | {
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"I transferred from datasets-server, since the issue is more about `datasets` and the integration with `huggingface_hub`."
] | 2023-12-14T11:24:54Z | 2023-12-14T12:22:21Z | null | NONE | null | null | null | **Describe the bug**
Getting a `412 Client Error: Precondition Failed` when trying to write a dataset to the HF hub.
```
huggingface_hub.utils._errors.HfHubHTTPError: 412 Client Error: Precondition Failed for url: https://huggingface.co/api/datasets/GLorr/test-dask/commit/main (Request ID: Root=1-657ae26f-3bd92b... | {
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https://api.github.com/repos/huggingface/datasets/issues/2716 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2716/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2716/comments | https://api.github.com/repos/huggingface/datasets/issues/2716/events | https://github.com/huggingface/datasets/issues/2716 | 952,902,778 | MDU6SXNzdWU5NTI5MDI3Nzg= | 2,716 | Calling shuffle on IterableDataset will disable batching in case any functions were mapped | {
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"Hi :) Good catch ! Feel free to open a PR if you want to contribute, this would be very welcome ;)",
"Have raised the PR [here](https://github.com/huggingface/datasets/pull/2717)",
"Fixed by #2717."
] | 2021-07-26T13:24:59Z | 2021-07-26T18:04:43Z | 2021-07-26T18:04:43Z | CONTRIBUTOR | null | null | null | When using dataset in streaming mode, if one applies `shuffle` method on the dataset and `map` method for which `batched=True` than the batching operation will not happen, instead `batched` will be set to `False`
I did RCA on the dataset codebase, the problem is emerging from [this line of code](https://github.com/h... | {
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https://api.github.com/repos/huggingface/datasets/issues/1326 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1326/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1326/comments | https://api.github.com/repos/huggingface/datasets/issues/1326/events | https://github.com/huggingface/datasets/pull/1326 | 759,611,784 | MDExOlB1bGxSZXF1ZXN0NTM0NTg2ODY4 | 1,326 | TEP: Tehran English-Persian parallel corpus | {
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more info : http://opus.nlpl.eu/TEP.php | {
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https://api.github.com/repos/huggingface/datasets/issues/151 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/151/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/151/comments | https://api.github.com/repos/huggingface/datasets/issues/151/events | https://github.com/huggingface/datasets/pull/151 | 619,968,480 | MDExOlB1bGxSZXF1ZXN0NDE5MzA2MTYz | 151 | Fix JSON tests. | {
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https://api.github.com/repos/huggingface/datasets/issues/870 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/870/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/870/comments | https://api.github.com/repos/huggingface/datasets/issues/870/events | https://github.com/huggingface/datasets/issues/870 | 747,021,996 | MDU6SXNzdWU3NDcwMjE5OTY= | 870 | [Feature Request] Add optional parameter in text loading script to preserve linebreaks | {
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"Hi ! Thanks for your message.\r\nIndeed it's a free feature we can add and that can be useful.\r\nIf you want to contribute, feel free to open a PR to add it to the text dataset script :)",
"Resolved via #1913."
] | 2020-11-19T23:51:31Z | 2022-06-01T15:25:53Z | 2022-06-01T15:25:52Z | NONE | null | null | null | I'm working on a project about rhyming verse using phonetic poetry and song lyrics, and line breaks are a vital part of the data.
I recently switched over to use the datasets library when my various corpora grew larger than my computer's memory. And so far, it is SO great.
But the first time I processed all of ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3125 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3125/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3125/comments | https://api.github.com/repos/huggingface/datasets/issues/3125/events | https://github.com/huggingface/datasets/pull/3125 | 1,032,046,666 | PR_kwDODunzps4teNPC | 3,125 | Add SLR83 to OpenSLR | {
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https://api.github.com/repos/huggingface/datasets/issues/1782 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1782/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1782/comments | https://api.github.com/repos/huggingface/datasets/issues/1782/events | https://github.com/huggingface/datasets/pull/1782 | 794,167,920 | MDExOlB1bGxSZXF1ZXN0NTYxNzI5OTc3 | 1,782 | Update pyarrow import warning | {
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I also moved the check at the top of the __init__.py | {
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https://api.github.com/repos/huggingface/datasets/issues/2011 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2011/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2011/comments | https://api.github.com/repos/huggingface/datasets/issues/2011/events | https://github.com/huggingface/datasets/pull/2011 | 825,621,952 | MDExOlB1bGxSZXF1ZXN0NTg3Njk4MTAx | 2,011 | Add RoSent Dataset | {
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I had to add an `original_id` feature because the dataset files have repeated IDs. I can remove them if needed. I have also added `id` which is unique.
Let me know in case of any issues. | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Adding taskmaster-2 dataset.
https://github.com/google-research-datasets/Taskmaster/tree/master/TM-2-2020 | {
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https://api.github.com/repos/huggingface/datasets/issues/4598 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4598/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4598/comments | https://api.github.com/repos/huggingface/datasets/issues/4598/events | https://github.com/huggingface/datasets/pull/4598 | 1,288,774,514 | PR_kwDODunzps46kfOS | 4,598 | Host financial_phrasebank data on the Hub | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-06-29T13:59:31Z | 2022-07-01T09:41:14Z | 2022-07-01T09:29:36Z | MEMBER | null | 0 | {
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Fix #4597. | {
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https://api.github.com/repos/huggingface/datasets/issues/6450 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6450/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6450/comments | https://api.github.com/repos/huggingface/datasets/issues/6450/events | https://github.com/huggingface/datasets/issues/6450 | 2,009,491,386 | I_kwDODunzps53xme6 | 6,450 | Support multiple image/audio columns in ImageFolder/AudioFolder | {
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"A duplicate of https://github.com/huggingface/datasets/issues/5760"
] | 2023-11-24T10:34:09Z | 2023-11-28T11:07:17Z | 2023-11-24T17:24:38Z | CONTRIBUTOR | null | null | null | ### Feature request
Have a metadata.csv file with multiple columns that point to relative image or audio files.
### Motivation
Currently, ImageFolder allows one column, called `file_name`, pointing to relative image files. On the same model, AudioFolder allows one column, called `file_name`, pointing to relative aud... | {
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https://api.github.com/repos/huggingface/datasets/issues/6355 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6355/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6355/comments | https://api.github.com/repos/huggingface/datasets/issues/6355/events | https://github.com/huggingface/datasets/pull/6355 | 1,963,979,896 | PR_kwDODunzps5d5B2B | 6,355 | More hub centric docs | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-10-26T16:54:46Z | 2023-10-30T17:33:32Z | 2023-10-30T17:32:57Z | MEMBER | null | 1 | {
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} | Let's have more hub-centric documentation in the datasets docs
Tutorials
- Add “Configure the dataset viewer” page
- Change order:
- Overview
- and more focused on the Hub rather than the library
- Then all the hub related things
- and mention how to read/write with other tools like pandas
- The... | {
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https://api.github.com/repos/huggingface/datasets/issues/610 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/610/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/610/comments | https://api.github.com/repos/huggingface/datasets/issues/610/events | https://github.com/huggingface/datasets/issues/610 | 698,349,388 | MDU6SXNzdWU2OTgzNDkzODg= | 610 | Load text file for RoBERTa pre-training. | {
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"Could you try\r\n```python\r\nload_dataset('text', data_files='test.txt',cache_dir=\"./\", split=\"train\")\r\n```\r\n?\r\n\r\n`load_dataset` returns a dictionary by default, like {\"train\": your_dataset}",
"Hi @lhoestq\r\nThanks for your suggestion.\r\n\r\nI tried \r\n```\r\ndataset = load_dataset('text', data... | 2020-09-10T18:41:38Z | 2022-11-22T13:51:24Z | 2022-11-22T13:51:23Z | NONE | null | null | null | I migrate my question from https://github.com/huggingface/transformers/pull/4009#issuecomment-690039444
I tried to train a Roberta from scratch using transformers. But I got OOM issues with loading a large text file.
According to the suggestion from @thomwolf , I tried to implement `datasets` to load my text file.... | {
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https://api.github.com/repos/huggingface/datasets/issues/371 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/371/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/371/comments | https://api.github.com/repos/huggingface/datasets/issues/371/events | https://github.com/huggingface/datasets/pull/371 | 654,668,242 | MDExOlB1bGxSZXF1ZXN0NDQ3MzQ4NDgw | 371 | Fix cached file path for metrics with different config names | {
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"Thanks for the fast fix!"
] | 2020-07-10T10:02:24Z | 2020-07-10T13:45:22Z | 2020-07-10T13:45:20Z | MEMBER | null | 0 | {
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It should fix #368 | {
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https://api.github.com/repos/huggingface/datasets/issues/3032 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3032/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3032/comments | https://api.github.com/repos/huggingface/datasets/issues/3032/events | https://github.com/huggingface/datasets/issues/3032 | 1,016,488,475 | I_kwDODunzps48lmIb | 3,032 | Error when loading private dataset with "data_files" arg | {
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"We'll do a release tomorrow or on wednesday to make the fix available :)\r\n\r\nThanks for reproting !"
] | 2021-10-05T15:46:27Z | 2021-10-12T15:26:22Z | 2021-10-12T15:25:46Z | CONTRIBUTOR | null | null | null | ## 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"}
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https://api.github.com/repos/huggingface/datasets/issues/5509 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5509/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5509/comments | https://api.github.com/repos/huggingface/datasets/issues/5509/events | https://github.com/huggingface/datasets/pull/5509 | 1,574,177,320 | PR_kwDODunzps5JbH-u | 5,509 | Add a static `__all__` to `__init__.py` for typecheckers | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5509). All of your documentation changes will be reflected on that endpoint.",
"Hi! I've commented on the original issue to provide some context. Feel free to share your opinion there."
] | 2023-02-07T11:42:40Z | 2023-02-08T17:48:24Z | null | NONE | null | 0 | {
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} | This adds a static `__all__` field to `__init__.py`, allowing typecheckers to know which symbols are accessible from `datasets` at runtime. In particular [Pyright](https://github.com/microsoft/pylance-release/issues/2328#issuecomment-1029381258) seems to rely on this. At this point I have added all (modulo oversight) t... | {
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https://api.github.com/repos/huggingface/datasets/issues/4572 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4572/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4572/comments | https://api.github.com/repos/huggingface/datasets/issues/4572/events | https://github.com/huggingface/datasets/issues/4572 | 1,285,022,499 | I_kwDODunzps5Ml-Mj | 4,572 | Dataset Viewer issue for mlsum | {
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"Thanks for reporting, @lewtun.\r\n\r\nAfter investigation, it seems that the server https://gitlab.lip6.fr does not allow HTTP Range requests.\r\n\r\nWe are trying to find a workaround..."
] | 2022-06-26T20:24:17Z | 2022-07-21T12:40:01Z | 2022-07-21T12:40:01Z | MEMBER | null | null | null | ### Link
https://huggingface.co/datasets/mlsum/viewer/de/train
### Description
There's seems to be a problem with the download / streaming of this dataset:
```
Server error
Status code: 400
Exception: BadZipFile
Message: File is not a zip file
```
### Owner
No | {
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https://api.github.com/repos/huggingface/datasets/issues/3407 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3407/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3407/comments | https://api.github.com/repos/huggingface/datasets/issues/3407/events | https://github.com/huggingface/datasets/pull/3407 | 1,074,502,225 | PR_kwDODunzps4vjyrB | 3,407 | Use max number of data files to infer module | {
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"Cool thanks :) Feel free to merge if it's all good for you"
] | 2021-12-08T14:58:43Z | 2021-12-14T17:08:42Z | 2021-12-14T17:08:42Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | When inferring the module for datasets without script, set a maximum number of iterations over data files.
This PR fixes the issue of taking too long when hundred of data files present.
Please, feel free to agree on both numbers:
```
# Datasets without script
DATA_FILES_MAX_NUMBER = 10
ARCHIVED_DATA_FILES_MAX... | {
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https://api.github.com/repos/huggingface/datasets/issues/1713 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1713/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1713/comments | https://api.github.com/repos/huggingface/datasets/issues/1713/events | https://github.com/huggingface/datasets/issues/1713 | 782,337,723 | MDU6SXNzdWU3ODIzMzc3MjM= | 1,713 | Installation using conda | {
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"Yes indeed the idea is to have the next release on conda cc @LysandreJik ",
"Great! Did you guys have a timeframe in mind for the next release?\r\n\r\nThank you for all the great work in developing this library.",
"I think we can have `datasets` on conda by next week. Will see what I can do!",
"Thank you. Lo... | 2021-01-08T19:12:15Z | 2021-09-17T12:47:40Z | 2021-09-17T12:47:40Z | NONE | null | null | null | Will a conda package for installing datasets be added to the huggingface conda channel? I have installed transformers using conda and would like to use the datasets library to use some of the scripts in the transformers/examples folder but am unable to do so at the moment as datasets can only be installed using pip and... | {
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https://api.github.com/repos/huggingface/datasets/issues/1795 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1795/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1795/comments | https://api.github.com/repos/huggingface/datasets/issues/1795/events | https://github.com/huggingface/datasets/pull/1795 | 797,021,730 | MDExOlB1bGxSZXF1ZXN0NTY0MDk5OTUz | 1,795 | Custom formatting for lazy map + arrow data extraction refactor | {
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"This PR is amazing!!!\r\n\r\nI only looked at `arrow_dataset.py` and `formatting/formatting.py` but those look good to me.\r\n\r\nMy only (tiny) concern is the name of the function: I don't think it's self-evident that `set_format` applies a generic transformation, and some people might not look too far into the d... | 2021-01-29T16:35:53Z | 2022-07-30T09:50:11Z | 2021-02-05T09:54:06Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Hi !
This PR refactors the way data are extracted from pyarrow tables to extend it to the use of custom formatting functions.
While the internal storage of the dataset is always the Apache Arrow format, by setting a specific format on a dataset, you can cast the output of `datasets.Dataset.__getitem__` in NumPy/p... | {
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https://api.github.com/repos/huggingface/datasets/issues/2521 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2521/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2521/comments | https://api.github.com/repos/huggingface/datasets/issues/2521/events | https://github.com/huggingface/datasets/pull/2521 | 925,030,685 | MDExOlB1bGxSZXF1ZXN0NjczNTgxNzQ4 | 2,521 | Insert text classification template for Emotion dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR includes a template and updated `dataset_infos.json` for the `emotion` dataset. | {
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https://api.github.com/repos/huggingface/datasets/issues/971 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/971/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/971/comments | https://api.github.com/repos/huggingface/datasets/issues/971/events | https://github.com/huggingface/datasets/pull/971 | 754,784,041 | MDExOlB1bGxSZXF1ZXN0NTMwNjIxOTQz | 971 | add piqa | {
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https://yonatanbisk.com/piqa/ | {
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https://api.github.com/repos/huggingface/datasets/issues/2418 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2418/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2418/comments | https://api.github.com/repos/huggingface/datasets/issues/2418/events | https://github.com/huggingface/datasets/pull/2418 | 904,051,497 | MDExOlB1bGxSZXF1ZXN0NjU1MjM2OTEz | 2,418 | add utf-8 while reading README | {
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"Can you please add encoding to this line as well to fix the issue (and maybe replace `path.open(...)` with `open(path, ...)`)?\r\nhttps://github.com/huggingface/datasets/blob/7bee4be44706a59b084b9b69c4cd00f73ee72f76/src/datasets/utils/metadata.py#L58",
"Sure, in fact even I was thinking of adding this in order t... | 2021-05-27T18:12:28Z | 2021-06-04T09:55:01Z | 2021-06-04T09:55:00Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/1201 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1201/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1201/comments | https://api.github.com/repos/huggingface/datasets/issues/1201/events | https://github.com/huggingface/datasets/pull/1201 | 757,927,941 | MDExOlB1bGxSZXF1ZXN0NTMzMTk3OTI2 | 1,201 | adding medical-questions-pairs | {
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https://api.github.com/repos/huggingface/datasets/issues/6433 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6433/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6433/comments | https://api.github.com/repos/huggingface/datasets/issues/6433/events | https://github.com/huggingface/datasets/pull/6433 | 1,999,419,105 | PR_kwDODunzps5fxDoG | 6,433 | Better `tqdm` wrapper | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-11-17T15:45:15Z | 2023-11-22T16:48:18Z | 2023-11-22T16:42:08Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR aligns the `tqdm` logic with `huggingface_hub` (without introducing breaking changes), as the current one is error-prone.
Additionally, it improves the doc page about the `datasets`' utilities, and the handling of local `fsspec` paths in `cached_path`.
Fix #6409 | {
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https://api.github.com/repos/huggingface/datasets/issues/3671 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3671/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3671/comments | https://api.github.com/repos/huggingface/datasets/issues/3671/events | https://github.com/huggingface/datasets/issues/3671 | 1,122,864,253 | I_kwDODunzps5C7Yx9 | 3,671 | Give an estimate of the dataset size in DatasetInfo | {
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] | open | false | null | [] | null | [] | 2022-02-03T09:47:10Z | 2022-02-03T09:47:10Z | null | CONTRIBUTOR | null | null | null | **Is your feature request related to a problem? Please describe.**
Currently, only part of the datasets provide `dataset_size`, `download_size`, `size_in_bytes` (and `num_bytes` and `num_examples` inside `splits`). I would want to get this information, or an estimation, for all the datasets.
**Describe the soluti... | {
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https://api.github.com/repos/huggingface/datasets/issues/72 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/72/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/72/comments | https://api.github.com/repos/huggingface/datasets/issues/72/events | https://github.com/huggingface/datasets/pull/72 | 616,225,010 | MDExOlB1bGxSZXF1ZXN0NDE2Mzc4Mjg4 | 72 | [README dummy data tests] README to better understand how the dummy data structure works | {
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} | In this PR a README.md is added to tests to shine more light on how the dummy data structure works. I try to explain the different possible cases. IMO the best way to understand the logic is to checkout the dummy data structure of the different datasets I mention in the README.md since those are the "edge cases".
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https://api.github.com/repos/huggingface/datasets/issues/5532 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5532/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5532/comments | https://api.github.com/repos/huggingface/datasets/issues/5532/events | https://github.com/huggingface/datasets/issues/5532 | 1,584,505,128 | I_kwDODunzps5ecaEo | 5,532 | train_test_split in arrow_dataset does not ensure to keep single classes in test set | {
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"Hi! You can get this behavior by specifying `stratify_by_column=\"label\"` in `train_test_split`.\r\n\r\nThis is the full example:\r\n```python\r\nimport numpy as np\r\nfrom datasets import Dataset, ClassLabel\r\n\r\ndata = [\r\n {'label': 0, 'text': \"example1\"},\r\n {'label': 1, 'text': \"example2\"},\r\n... | 2023-02-14T16:52:29Z | 2023-02-15T16:09:19Z | 2023-02-15T16:09:19Z | NONE | null | null | null | ### Describe the bug
When I have a dataset with very few (e.g. 1) examples per class and I call the train_test_split function on it, sometimes the single class will be in the test set. thus will never be considered for training.
### Steps to reproduce the bug
```
import numpy as np
from datasets import Dataset
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https://api.github.com/repos/huggingface/datasets/issues/1662 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1662/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1662/comments | https://api.github.com/repos/huggingface/datasets/issues/1662/events | https://github.com/huggingface/datasets/issues/1662 | 775,890,154 | MDU6SXNzdWU3NzU4OTAxNTQ= | 1,662 | Arrow file is too large when saving vector data | {
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"Hi !\r\nThe arrow file size is due to the embeddings. Indeed if they're stored as float32 then the total size of the embeddings is\r\n\r\n20 000 000 vectors * 768 dimensions * 4 bytes per dimension ~= 60GB\r\n\r\nIf you want to reduce the size you can consider using quantization for example, or maybe using dimensi... | 2020-12-29T13:23:12Z | 2021-01-21T14:12:39Z | 2021-01-21T14:12:39Z | NONE | null | null | null | I computed the sentence embedding of each sentence of bookcorpus data using bert base and saved them to disk. I used 20M sentences and the obtained arrow file is about 59GB while the original text file is only about 1.3GB. Are there any ways to reduce the size of the arrow file? | {
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"To follow up on this: the cased and uncased versions actually contain different content, and the cased one is easier since it contains a Summary of the Invention in the input.\r\n\r\nSee the paper describing the issue here:\r\nhttps://aclanthology.org/2022.gem-1.34/",
"Thanks for proposing the addition of the ca... | 2022-03-08T14:08:55Z | 2023-04-21T14:32:03Z | 2023-04-21T14:32:03Z | NONE | null | null | null | Hi! I am interested in working with the big_patent dataset.
In Tensorflow, there are a number of versions of the dataset:
- 1.0.0 : lower cased tokenized words
- 2.0.0 : Update to use cased raw strings
- 2.1.2 (default): Fix update to cased raw strings.
The version in the huggingface `datasets` library is th... | {
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https://api.github.com/repos/huggingface/datasets/issues/1691 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1691/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1691/comments | https://api.github.com/repos/huggingface/datasets/issues/1691/events | https://github.com/huggingface/datasets/pull/1691 | 779,882,271 | MDExOlB1bGxSZXF1ZXN0NTQ5ODE3NTM0 | 1,691 | Updated HuggingFace Datasets README (fix typos) | {
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https://api.github.com/repos/huggingface/datasets/issues/6105 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6105/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6105/comments | https://api.github.com/repos/huggingface/datasets/issues/6105/events | https://github.com/huggingface/datasets/pull/6105 | 1,829,008,430 | PR_kwDODunzps5WyiJD | 6,105 | Fix error when loading from GCP bucket | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-07-31T11:44:46Z | 2023-08-01T10:48:52Z | 2023-08-01T10:38:54Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fix `resolve_pattern` for filesystems with tuple protocol.
Fix #6100.
The bug code lines were introduced by:
- #6028 | {
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