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"Done by @lhoestq here: https://github.com/huggingface/datasets/pull/4500 (https://github.com/huggingface/datasets/pull/4500/files#diff-02930e1d966f4b41f9ddf15d961f16f5466d9bee583138657018c7329f71aa43R1255 in particular)\r\n"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | **Is your feature request related to a problem? Please describe.**
Some datasets, in particular community datasets, have no info file, thus no features.
**Describe the solution you'd like**
If a dataset has no features, the first loaded data (5-10 rows) could be used to infer the type.
Related: `datasets` w... | 2022-09-08T08:23:10Z | https://github.com/huggingface/datasets/issues/3144 | {
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"Related: #3144 "
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | **Is your feature request related to a problem? Please describe.**
I understand that currently the data loaded has not always the type described in the info features
**Describe the solution you'd like**
Provide a way to check if the rows have the type described by info features
**Describe alternatives you'v... | 2021-10-22T13:17:56Z | https://github.com/huggingface/datasets/issues/3143 | {
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"Yes, I agree this feature is much needed. We could do something similar to what TF does (https://www.tensorflow.org/api_docs/python/tf/data/Dataset#cache). \r\n\r\nIdeally, if the entire streamed dataset is consumed/cached, the generated cache should be reusable for the Arrow dataset.",
"@mariosasko Hi big broth... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | **Is your feature request related to a problem? Please describe.**
The streaming mode allows to get the 100 first rows of a dataset very quickly. But it does not cache the answer, so a posterior call to get the same 100 rows will send a request to the server again and again.
**Describe the solution you'd like**
... | 2024-01-12T07:26:43Z | https://github.com/huggingface/datasets/issues/3142 | {
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* remove ")" added by accident in the dataset dir name
* correctly pass the namespace kwargs in `CachedDatasetModuleFactory`
* improve the warning message if `HF_DATASETS_OFFLINE is `True`
| 2021-10-22T20:52:08Z | https://github.com/huggingface/datasets/pull/3141 | {
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Examples:
- download a dataset, then force redownload it in the same session while keeping a reference to the downloaded dataset
```python
from datasets import load_dataset
dset = load_dataset("sst", s... | 2021-10-22T12:22:08Z | https://github.com/huggingface/datasets/issues/3139 | {
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"related: #4995\r\n"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | **Is your feature request related to a problem? Please describe.**
Exceptions like `FileNotFoundError` can be raised by different parts of the code, and it's hard to detect which one did
**Describe the solution you'd like**
Give a specific exception type for every group of similar errors
**Describe alternat... | 2022-09-20T13:04:42Z | https://github.com/huggingface/datasets/issues/3138 | {
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"This'll be a really helpful fix, thank you!"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Numpy shows a deprecation warning when we call `np.array` on a list of ragged tensors without specifying the `dtype`. If their shapes match, the tensors can be collated together, otherwise the resulting array should have `dtype=np.object`.
Fix #3084
cc @Rocketknight1 | 2021-10-22T16:04:15Z | https://github.com/huggingface/datasets/pull/3137 | {
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This PR fixes the loading script so that is properly parses the entire dataset.
Current implementation generates the same number of examples as reported in the [original paper](https://arxiv.org/abs/1611.04033) for all configurat... | 2021-10-22T13:28:41Z | https://github.com/huggingface/datasets/pull/3136 | {
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"Hi @severo, I guess this issue requests not only to be able to access the configuration name (by using `inspect.get_dataset_config_names`), but the configuration itself as well (I mean you use the name to get the configuration afterwards, maybe using `builder_cls.builder_configs`), is this right?",
"Yes, maybe t... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | **Is your feature request related to a problem? Please describe.**
Currently, some datasets have a configuration, while others don't. It would be simpler for the user to always have configuration names to refer to
**Describe the solution you'd like**
In that sense inspect.get_dataset_config_names should always... | 2021-10-28T05:44:49Z | https://github.com/huggingface/datasets/issues/3135 | {
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"Hi,\r\n\r\nDid you try to run the code multiple times (GitHub URLs can be down sometimes for various reasons)? I can access `https://raw.githubusercontent.com/huggingface/datasets/1.11.0/metrics/rouge/rouge.py`, so this code is working without an error on my side. \r\n\r\nAdditionally, can you please run the `data... | https://api.github.com/repos/huggingface/datasets | NONE | datasets version: 1.12.1
`metric = datasets.load_metric('rouge')`
The error:
> ConnectionError Traceback (most recent call last)
> <ipython-input-3-dd10a0c5212f> in <module>
> ----> 1 metric = datasets.load_metric('rouge')
>
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Due to the large size of many speech datasets, we should also support Audio feature in streaming mode.
| 2021-11-12T14:13:04Z | https://github.com/huggingface/datasets/issues/3132 | {
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"I think we can close this issue since PR [#3607](https://github.com/huggingface/datasets/pull/3607) solves this."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Adding a Dataset
- **Name:** ADE20k (actually it's called the MIT Scene Parsing Benchmark, it's actually a subset of ADE20k but a lot of authors still call it ADE20k)
- **Description:** A semantic segmentation dataset, consisting of 150 classes.
- **Paper:** http://people.csail.mit.edu/bzhou/publication/scene-par... | 2023-01-27T14:40:20Z | https://github.com/huggingface/datasets/issues/3131 | {
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"Hi @zidingz, thanks for your contribution.\r\n\r\nHowever I am closing it because it is a duplicate of a previous PR:\r\n - #2958\r\n\r\n"
] | https://api.github.com/repos/huggingface/datasets | NONE | To let the repository confirm feedback@huggingface.co as its security contact. | 2021-10-21T14:33:28Z | https://github.com/huggingface/datasets/pull/3130 | {
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"Also do you think we can adapt `cast_column` to keep the same value for this new parameter when the user only wants to change the sampling rate ?",
"Thanks for your comments, @lhoestq, I will address them afterwards.\r\n\r\nBut, I think it is more important/urgent first address the current blocking non-passing t... | https://api.github.com/repos/huggingface/datasets | MEMBER | Add Audio feature support for TAR archived files in sequential access.
Fix #3128. | 2021-11-17T17:42:08Z | https://github.com/huggingface/datasets/pull/3129 | {
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However, streamed TAR archive files do not allow random access to their archived files.
Therefore, we should enhance the Audio feature to support TAR archived files in sequential access. | 2021-11-17T17:42:07Z | https://github.com/huggingface/datasets/issues/3128 | {
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... | datasets-cli: convertion of a tfds dataset to a huggingface one. | https://api.github.com/repos/huggingface/datasets/issues/3127/events | null | https://api.github.com/repos/huggingface/datasets/issues/3127/labels{/name} | 2021-10-21T06:14:27Z | null | false | null | null | 1,032,100,613 | [] | https://api.github.com/repos/huggingface/datasets/issues/3127 | [
"Hi,\r\n\r\nthe MNIST dataset is already available on the Hub. You can use it as follows:\r\n```python\r\nimport datasets\r\ndataset_dict = datasets.load_dataset(\"mnist\")\r\n```\r\n\r\nAs for the conversion of TFDS datasets to HF datasets, we will be working on it in the coming months, so stay tuned."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Discussed in https://github.com/huggingface/datasets/discussions/3079
<div type='discussions-op-text'>
<sup>Originally posted by **vitalyshalumov** October 14, 2021</sup>
I'm trying to convert a tfds dataset to a huggingface one.
I've tried:
1. datasets-cli convert --tfds_path ~/tensorflow_datas... | 2021-10-27T11:36:05Z | https://github.com/huggingface/datasets/issues/3127 | {
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"Thanks for reporting, @vitalyshalumov.\r\n\r\nApparently the script to parse the data has a bug, and does not generate the entire dataset.\r\n\r\nI'm fixing it."
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When running:
raw_dataset = load_dataset('arabic_billion_words','Alittihad')
the correct dataset file is pulled from the url.
But, the generated dataset includes just a small portion of the data included in the file.
This is true for all other portions of the "arabic_billion_words" dataset ('A... | 2021-10-22T13:28:40Z | https://github.com/huggingface/datasets/issues/3126 | {
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"@lhoestq @albertvillanova @mariosasko\r\nCan you please check this out?",
"Thanks, done!"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Nested encoding of features wastes a lot of time on operations which are effectively doing nothing when lists are used.
For example, if in the input we have a list of integers, `encoded_nested_example` will iterate over it and apply `encoded_nested_example` on every element even though it just return the int as is.
... | 2021-11-02T15:07:13Z | https://github.com/huggingface/datasets/pull/3124 | {
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"Hi ! I created an issue on Arrow's JIRA after making a minimum reproducible example\r\n\r\nhttps://issues.apache.org/jira/browse/ARROW-14439\r\n\r\n```python\r\nimport io\r\n\r\nimport pyarrow.json as paj\r\n\r\nbatch = b'{\"a\": [], \"b\": 1}\\n{\"b\": 1}'\r\nblock_size = 12\r\n\r\npaj.read_json(\r\n io.BytesI... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
Custom dataset loading sometimes segfaults and kills the process if chunks contain a variety of features/
## Steps to reproduce the bug
Download an example file:
```
wget https://gist.githubusercontent.com/TevenLeScao/11e2184394b3fa47d693de2550942c6b/raw/4232704d08fbfcaf93e5b51def9e50515076... | 2021-11-02T14:57:07Z | https://github.com/huggingface/datasets/issues/3123 | {
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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`... | https://api.github.com/repos/huggingface/datasets | NONE | ## 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... | 2021-11-23T09:55:38Z | https://github.com/huggingface/datasets/issues/3122 | {
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WIP until https://github.com/huggingface/huggingface_hub/pull/429 is merged, then wait for the new release of `huggingface_hub`, update the `huggingface_hub` version in `setup.py` and merge this PR.
cc: @lhoestq | 2021-11-05T11:45:08Z | https://github.com/huggingface/datasets/pull/3121 | {
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"Ugh. The index files for SLR83 are CSV, not TSV. I need to add logic to process these index files."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Adding a Dataset
- **Name:** *openslr**
- **Description:** *Data set which contains male and female recordings of English from various dialects of the UK and Ireland.*
- **Paper:** *https://www.openslr.org/resources/83/about.html*
- **Data:** *Eleven separate data files can be found via https://www.openslr.org/r... | 2021-10-22T19:00:52Z | https://github.com/huggingface/datasets/issues/3119 | {
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Fix #3117. | 2021-10-20T13:02:36Z | https://github.com/huggingface/datasets/pull/3118 | {
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```
____________________ LoadTest.test_load_dataset_canonical _____________________
[gw0] win32 -- Python 3.6.8 C:\tools\... | 2021-10-20T13:02:35Z | https://github.com/huggingface/datasets/issues/3117 | {
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* updates the README links and the ADD_NEW_DATASET template to point to the new docs (the new docs don't have a section with the list of all the possible features, so I added that info to the `Features` docstring, which is then referenced in the ADD_NEW_DATASET template)
* fixes some broken links in the `.rs... | 2021-10-22T08:29:28Z | https://github.com/huggingface/datasets/pull/3116 | {
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"Hi ! Can you try again with pyarrow 6.0.0 ? I think it includes some changes regarding filesystems compatibility with fsspec.",
"Hi @lhoestq! I ended up using `fsspec.implementations.arrow.HadoopFileSystem` which doesn't have the problem I described with pyarrow 5.0.0.\r\n\r\nI'll try again with `PyArrowHDFS` on... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
Passing a PyArrowHDFS implementation of fsspec.spec.AbstractFileSystem (in the `fs` param required by `load_from_disk` methods in `DatasetDict` (in datasets_dict.py) and `Dataset` (in arrow_dataset.py) results in an error when calling the download method in the `fs` parameter.
## Steps to repr... | 2022-02-14T14:00:28Z | https://github.com/huggingface/datasets/issues/3114 | {
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"I'm currently working on bringing [Ecoset](https://www.pnas.org/doi/10.1073/pnas.2011417118) to huggingface datasets and I would second this request...",
"I would also like this support or something similar. Geospatial datasets come in netcdf which is derived from hdf5, or zarr. I've gotten zarr stores to work w... | https://api.github.com/repos/huggingface/datasets | NONE | **Is your feature request related to a problem? Please describe.**
More often than not I come along big HDF datasets, and currently there is no straight forward way to feed them to a dataset.
**Describe the solution you'd like**
I would love to see a `from_h5` method that gets an interface implemented by the user ... | 2023-12-27T20:49:51Z | https://github.com/huggingface/datasets/issues/3113 | {
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"I am very unsure on why you tagged me here. I am not a maintainer of the Datasets library and have no idea how to help you.",
"fixed",
"Ok got it, tensor full of NaNs, cf.\r\n\r\n~\\anaconda3\\envs\\xxx\\lib\\site-packages\\datasets\\arrow_writer.py in write_examples_on_file(self)\r\n315 # This check fails wit... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
Despite having batches way under 2Gb when running `datasets.map()`, after processing correctly the data of the first batch without fuss and irrespective of writer_batch_size (say 2,4,8,16,32,64 and 128 in my case), it returns the following error :
> OverflowError: There was an overflow in the <c... | 2021-10-19T18:52:29Z | https://github.com/huggingface/datasets/issues/3112 | {
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"gists_url": "https:/... | concatenate_datasets removes ClassLabel typing. | https://api.github.com/repos/huggingface/datasets/issues/3111/events | null | https://api.github.com/repos/huggingface/datasets/issues/3111/labels{/name} | 2021-10-19T18:05:31Z | null | false | {
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"Something like this would fix it I think: https://github.com/huggingface/datasets/compare/master...Dref360:HF-3111/concatenate_types?expand=1"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
When concatenating two datasets, we lose typing of ClassLabel columns.
I can work on this if this is a legitimate bug,
## Steps to reproduce the bug
```python
import datasets
from datasets import Dataset, ClassLabel, Value, concatenate_datasets
DS_LEN = 100
my_dataset = Dataset.from_... | 2021-10-21T14:50:21Z | https://github.com/huggingface/datasets/issues/3111 | {
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"I'm creating a new branch `stream-tar-audio` just for the audio datasets since they need https://github.com/huggingface/datasets/pull/3129 to be merged first",
"The CI fails are only related to missing sections or tags in the dataset cards - which is unrelated to this PR"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | I converted all the dataset based on TAR archive to use iter_archive instead, so that they can be streamable.
It means that around 80 datasets become streamable :) | 2021-11-05T17:48:49Z | https://github.com/huggingface/datasets/pull/3110 | {
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I used [this page](https://huggingface.co/docs/datasets/add_metric.html) for reference. Please, point ... | 2021-10-25T14:07:04Z | https://github.com/huggingface/datasets/pull/3108 | {
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- the old URLs are no longer valid
- there are alternative host URLs
Fix #3091. | 2021-10-19T12:50:40Z | https://github.com/huggingface/datasets/pull/3106 | {
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If a cached dataset is removed from the library, I don't see how to delete it programmatically. I thought that using `force_redownload` would try to refresh the cache, then raise an exception, but it reuses the cache instead.
## Steps to reproduce the bug
_requires to already have `wit` in ... | 2021-10-22T09:36:10Z | https://github.com/huggingface/datasets/issues/3105 | {
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"Zenodo has fixed on their side the 1.13.3 release: https://zenodo.org/record/5589150"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | After `datasets` 1.13.3 release, this does not appear in Zenodo releases: https://zenodo.org/record/5570305
TODO:
- [x] Contact Zenodo support
- [x] Check it is fixed | 2021-10-22T13:22:25Z | https://github.com/huggingface/datasets/issues/3104 | {
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Currently, `datasets` project description appearing in PyPI shows the release instructions addressed to core maintainers: https://pypi.org/project/datasets/1.13.3/
Fix #3102. | 2021-10-18T12:59:57Z | https://github.com/huggingface/datasets/pull/3103 | {
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"Thank you! Sorry I forgot this one @albertvillanova"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This is the same dataset refresh as the other Audio ones: https://github.com/huggingface/datasets/pull/3081
cc @patrickvonplaten | 2021-10-18T12:33:54Z | https://github.com/huggingface/datasets/pull/3101 | {
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To fix #3097, there are 2 alternatives:
- Either pinning `fsspec` to versions newer or equal to `2021.06.0`
- Or replacing `fsspec.FSTimeoutError` wth its parent `asyncio.Tim... | 2021-10-18T07:51:55Z | https://github.com/huggingface/datasets/pull/3100 | {
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"Hi @JTWang2000, thanks for reporting.\r\n\r\nHowever, I cannot reproduce your reported bug:\r\n```python\r\n>>> from datasets import load_dataset\r\n\r\n>>> dataset = load_dataset(\"sst\", \"default\")\r\n>>> dataset\r\nDatasetDict({\r\n train: Dataset({\r\n features: ['sentence', 'label', 'tokens', 'tre... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When using `pip install datasets`
or use `conda install -c huggingface -c conda-forge datasets`
cannot install datasets
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("sst", "default")
```
## Actual results
---------------------------... | 2021-11-09T16:42:29Z | https://github.com/huggingface/datasets/issues/3099 | {
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"Thank you for your reviews! I should have addressed all of your comments, and I added a test to ensure that `private` datasets work correctly too. I have merged the changes in `huggingface_hub`, so the `main` branch can be installed now; and I will release v0.1.0 soon.\r\n\r\nAs blockers for this PR:\r\n- It's sti... | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR implements a `push_to_hub` method on `Dataset` and `DatasetDict`. This does not currently work in `IterableDatasetDict` nor `IterableDataset` as those are simple dicts and I would like your opinion on how you would like to implement this before going ahead and doing it.
This implementation needs to be used w... | 2021-12-08T16:04:50Z | https://github.com/huggingface/datasets/pull/3098 | {
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https://api.github.com/repos/huggingface/datasets/issues/3097/comments | https://api.github.com/repos/huggingface/datasets/issues/3097/timeline | 2021-10-18T07:51:54Z | null | completed | I_kwDODunzps49Qjub | closed | [
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"Thanks for reporting, @VictorSanh.\r\n\r\nI'm fixing it."
] | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
I keep runnig into a fsspec ModuleNotFound error
## Steps to reproduce the bug
```python
>>> from datasets import get_dataset_infos
2021-10-15 15:25:37.863206: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudar... | 2021-10-18T07:51:54Z | https://github.com/huggingface/datasets/issues/3097 | {
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This PR fixes Audio feature mp3 resampling.
Fix #3095. | 2021-10-15T15:38:30Z | https://github.com/huggingface/datasets/pull/3096 | {
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"cc @anton-l @albertvillanova ",
"Thanks for reporting, @patrickvonplaten.\r\n\r\nI think the issue is related to mp3 resampling, not to `cast_column`.\r\n\r\nYou can check that `cast_column` works OK with non-mp3 audio files:\r\n```python\r\nfrom datasets import load_dataset\r\nimport datasets\r\nds = load_datas... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
After changing the sampling rate automatic decoding fails.
## Steps to reproduce the bug
```python
from datasets import load_dataset
import datasets
ds = load_dataset("common_voice", "ab", split="train")
ds = ds.cast_column("audio", datasets.features.Audio(sampling_rate=16_000))
pr... | 2023-04-07T09:43:20Z | https://github.com/huggingface/datasets/issues/3095 | {
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https://api.github.com/repos/huggingface/datasets/issues/3094/comments | https://api.github.com/repos/huggingface/datasets/issues/3094/timeline | 2022-10-03T16:32:29Z | null | completed | I_kwDODunzps49O8p5 | closed | [] | null | 3,094 | {
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"for reference Kaggle has a good number of open source datasets stored in sqlite\r\n\r\nAlternatively a tutorial or tool on how to convert from sqlite to parquet would be cool too",
"Hello, could we leverage [`pandas.read_sql`](https://pandas.pydata.org/docs/reference/api/pandas.read_sql.html) for this? \r\n\r\nT... | https://api.github.com/repos/huggingface/datasets | MEMBER | As requested by @julien-c, we could eventually support loading a dataset from SQLite files, like it is the case for JSON/CSV files. | 2022-10-03T16:32:29Z | https://github.com/huggingface/datasets/issues/3094 | {
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"Hi, \r\n\r\neven Pandas, which is less strict compared to PyArrow when it comes to reading JSON, doesn't support different orderings:\r\n```python\r\nimport io\r\nimport pandas as pd\r\n\r\ns = \"\"\"\r\n{\"a\": {\"c\": 8, \"b\": 5}}\r\n{\"a\": {\"b\": 7, \"c\": 6}}\r\n\"\"\"\r\n\r\nbuffer = io.StringIO(s)\r\ndf =... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
Loading a json dataset with multiple splits that have nested dicts with keys in different order results in the error below.
If the keys in the nested dicts always have the same order or even if you just load a single split in which the nested dicts don't have the same order, everything works fin... | 2022-04-10T14:06:29Z | https://github.com/huggingface/datasets/issues/3093 | {
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"Fix #3089.",
"@albertvillanova all tests are passing now. Either you or @lhoestq can review it!"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | As mentioned in #3089, I've added more tags and also updated the link for dataset which was earlier using a Google Drive link.
I'm having problem with generating dummy data as `datasets-cli dummy_data ./datasets/jnlpba --auto_generate --match_text_files "*.iob2"` is giving `datasets.keyhash.DuplicatedKeysError: FAIL... | 2022-07-10T14:36:49Z | https://github.com/huggingface/datasets/pull/3092 | {
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"Hi @fdtomasi, thanks for reporting.\r\n\r\nYou are right: the original host data URL does no longer exist.\r\n\r\nI've contacted the authors of the dataset to ask them if they host this dataset in another URL.",
"Hi, @fdtomasi, the URL is fixed.\r\n\r\nThe fix is already in our master branch and it will be acces... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
The dataset `blog_authorship_corpus` is broken.
By bypassing the checksum checks, the loading does not return any error but the resulting dataset is empty.
I suspect it is because the data download url is broken (http://www.cs.biu.ac.il/~koppel/blogs/blogs.zip).
## Steps to reproduce the bug
... | 2021-10-19T13:06:10Z | https://github.com/huggingface/datasets/issues/3091 | {
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"# Steps to reproduce\r\n\r\nTo reproduce:\r\n\r\n```python\r\nfrom datasets import load_dataset\r\ndataset = load_dataset('jnlpba')\r\n\r\ndataset['train'].features['ner_tags']\r\n```\r\nOutput:\r\n```python\r\nSequence(feature=ClassLabel(num_classes=3, names=['O', 'B', 'I'], names_file=None, id=None), length=-1, ... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
A clear and concise description of what the bug is.
## Steps to reproduce the bug
```python
# Sample code to reproduce the bug
```
## Expected results
The dataset loading script for this dataset is incorrect. This is a biomedical dataset used for named entity recognition. The entities in ... | 2021-10-22T08:23:57Z | https://github.com/huggingface/datasets/issues/3089 | {
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"Thanks for fixing!"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Use `template.column_mapping` to check for modified columns since `template.features` represent a generic template/column mapping.
Fix #3087
TODO:
- [x] Add a test | 2021-10-15T14:40:05Z | https://github.com/huggingface/datasets/pull/3088 | {
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This looks like #3059 but it's not linked to the cache this time. Removing the `label` column from a text classification dataset and then performing any processing will result in an error.
To reproduce:
```py
from datasets import load_dataset
from transformers import AutoTokenizer
raw_da... | 2021-10-15T10:11:04Z | https://github.com/huggingface/datasets/issues/3087 | {
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This PR removes `_resampler` from Audio fields, so that it is not returned by `fields()` or `asdict()`.
Fix #3083. | 2021-10-14T15:13:41Z | https://github.com/huggingface/datasets/pull/3086 | {
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"Hi ! Can you give some details about why you need these changes ?",
"Hey, sorry, I should have explained! I've been getting a lot of `VisibleDeprecationWarning` from Numpy, due to an issue in the formatter, see #3084 . This is a temporary workaround (since I'm using these methods in the upcoming course) until I ... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2021-10-21T15:05:29Z | https://github.com/huggingface/datasets/pull/3085 | {
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"I just opened a PR and I verified that the code you provided doesn't show any deprecation warning :)"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Code to reproduce:
```
from datasets import load_dataset
dataset = load_dataset("glue", "mnli")
from transformers import AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained('distilbert-base-cased')
def tokenize_function(dataset):
return tokenizer(dataset['premise'])
tokenized_datasets = dataset.... | 2021-10-22T16:04:14Z | https://github.com/huggingface/datasets/issues/3084 | {
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As reported by @patrickvonplaten, when loaded from the cache, datasets containing the Audio feature raise TypeError.
## Steps to reproduce the bug
```python
from datasets import load_dataset
# load first time works
ds = load_dataset("patrickvonplaten/librispeech_asr_dummy", "clean")
# ... | 2021-10-14T15:13:40Z | https://github.com/huggingface/datasets/issues/3083 | {
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This PR bumps this minimal version.
Fix #3080. | 2021-10-14T14:39:52Z | https://github.com/huggingface/datasets/pull/3082 | {
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"@lhoestq - are there other important speech datasets that I'm forgetting here? \r\n\r\nThink PR is good to go otherwise",
"@lhoestq @albertvillanova - how can we make an exception for the AMI README so that the test doesn't fail? The dataset card definitely should have a data preprocessing section",
"Hi @patri... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR adds the new `Audio(...)` features - see: https://github.com/huggingface/datasets/pull/2324 to the most important audio datasets:
- Librispeech
- Timit
- Common Voice
- AMI
- ... (others I'm forgetting now)
The PR is curently blocked because the following leads to a problem:
```python
from dataset... | 2021-10-15T12:52:03Z | https://github.com/huggingface/datasets/pull/3081 | {
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As reported by @patrickvonplaten, a TypeError is raised when trying to load a dataset.
## Steps to reproduce the bug
```python
from datasets import load_dataset
ds = load_dataset("patrickvonplaten/librispeech_asr_dummy", "clean")
```
## Actual results
```
TypeError: dataset_info() got ... | 2021-10-14T14:39:51Z | https://github.com/huggingface/datasets/issues/3080 | {
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This PR adds a new test case and fixes this bug.
Fix #3076.
CC: @sgugger @merveenoyan | 2021-10-14T09:14:56Z | https://github.com/huggingface/datasets/pull/3077 | {
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As reported by @sgugger, after last release, exception is thrown when loading a metric.
## Steps to reproduce the bug
```python
from datasets import load_metric
metric = load_metric("squad_v2")
```
## Actual results
```
FileNotFoundError Traceback (most recent ... | 2021-10-14T09:14:55Z | https://github.com/huggingface/datasets/issues/3076 | {
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... | Updates LexGLUE and MultiEURLEX README.md files | https://api.github.com/repos/huggingface/datasets/issues/3075/events | null | https://api.github.com/repos/huggingface/datasets/issues/3075/labels{/name} | 2021-10-14T08:19:16Z | null | false | null | {
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- Fix leaderboard in LexGLUE.
- Fix an error in the CaseHOLD data example.
- Turn MultiEURLEX dataset statistics table into HTML to nicely render in HF website. | 2021-10-18T10:13:40Z | https://github.com/huggingface/datasets/pull/3075 | {
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"> Hi ! Thanks for adding this dataset :)\r\n> \r\n> Do you know how the translations were done ? Maybe we can mention that in the dataset card.\r\n> \r\n> The rest looks all good to me :) good job with the dataset script and the dataset card !\r\n> \r\n> Just one thing: we try to have dummy_data.zip files that are... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hi,
I wanted to add the [XCSR ](https://inklab.usc.edu//XCSR/xcsr_datasets) dataset to huggingface! :)
I followed the instructions of adding new dataset to huggingface and have all the required files ready now! It would be super helpful if you can take a look and review them. Thanks in advance for your time and ... | 2021-11-08T13:52:36Z | https://github.com/huggingface/datasets/pull/3074 | {
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"This seems to be an issue with importing PyArrow so I posted the problem [here](https://issues.apache.org/jira/browse/ARROW-14323), and I'm closing this issue.\r\n"
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
Installing the datasets library with a computer running with ppc64le seems to cause an issue when importing the datasets library.
```
python
Python 3.6.13 | packaged by conda-forge | (default, Sep 23 2021, 07:37:44)
[GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for... | 2021-10-14T16:35:46Z | https://github.com/huggingface/datasets/issues/3073 | {
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`counter` now works in both streaming and non-streaming mode.
And the `AttributeError: 'str' object has no attribute 'as_posix'` related to the patch of Path.open is fixed as well
Note : the patches should only affect the datasets... | 2021-10-13T13:31:05Z | https://github.com/huggingface/datasets/pull/3072 | {
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"Hi @zixiliuUSC, \r\n\r\nAs explained in the documentation (https://huggingface.co/docs/datasets/loading.html#json), we support loading any dataset in JSON (as well as CSV, text, Parquet) format:\r\n```python\r\nds = load_dataset('json', data_files='my_file.json')\r\n```"
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Adding a Dataset
- **Name:** text, json, csv
- **Description:** I am developing a customized dataset loading script. The problem is mainly about my custom dataset is seperate into many files and I only find a dataset loading template in [https://github.com/huggingface/datasets/blob/1.2.1/datasets/json/json.py](ht... | 2021-10-13T08:27:04Z | https://github.com/huggingface/datasets/issues/3071 | {
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"Thanks ! Sorry for the inconvenience ^^' "
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix #3069. | 2021-10-13T08:55:13Z | https://github.com/huggingface/datasets/pull/3070 | {
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After commit 9353fc863d0c99ab0427f83cc5a4f04fcf52f1df, the CI fails on Windows with FileNotFoundError when stting up s3_base fixture. See: https://app.circleci.com/pipelines/github/huggingface/datasets/8151/workflows/5db8d154-badd-4d3d-b202-ca7a318997a2/jobs/50321
Error summary:
```
ERROR tes... | 2021-10-13T08:05:49Z | https://github.com/huggingface/datasets/issues/3069 | {
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"@lhoestq I had 2 runs for more than 2 days each, continuously streaming (they were failing before with 3 retries at 1 sec interval).\r\n\r\nThey are running on TPU's (so great internet connection) and only had connection errors a few times each (3 & 4). Each time it worked after only 1 retry.\r\nThe reason for a h... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Increase streaming config parameters:
* retry interval set to 5 seconds
* max retries set to 20 (so 1mn 40s) | 2021-10-13T09:25:56Z | https://github.com/huggingface/datasets/pull/3068 | {
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"Thanks for pushing this dataset :)\r\n\r\nAccording to the CI, the file `cloze_test_val__spring2016 - cloze_test_ALL_val.csv` is missing in the dummy data zip file (the zip files seem empty). Feel free to add this file with 4-5 lines and it should be good\r\n\r\nAnd you can fix the YAML tags with\r\n```yaml\r\npre... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | null | 2021-10-13T13:48:13Z | https://github.com/huggingface/datasets/pull/3067 | {
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It was already implemented in the regular DownloadManager.
Now it can be used to stream from TAR archives as mentioned in https://github.com/huggingface/datasets/issues/2829
I also updated the `food101` dataset as an example.
Any image/audio data... | 2022-09-21T14:10:10Z | https://github.com/huggingface/datasets/pull/3066 | {
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"Hi @lhoestq Any response on this issue?",
"Hi ! Sorry for the late response\r\n\r\nI agree `interleave_datasets` would benefit a lot from having more flexibility. If I understand correctly it would be nice to be able to define stopping strategies like `stop=\"first_exhausted\"` (default) or `stop=\"all_exhauste... | https://api.github.com/repos/huggingface/datasets | NONE | **Is your feature request related to a problem? Please describe.**
Right now there are few hiccups using `interleave_datasets`. Interleaved dataset iterates until the smallest dataset completes it's iterator. In this way larger datasets may not complete full epoch of iteration.
It creates new problems in calculation... | 2022-07-30T08:47:26Z | https://github.com/huggingface/datasets/issues/3064 | {
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"I think this problem is already fixed:\r\n```python\r\nIn [4]: import fsspec\r\n ...:\r\n ...: url = \"https://moon-staging.huggingface.co/datasets/__DUMMY_TRANSFORMERS_USER__/my-dataset-16242824690709/resolve/main/.gitattributes\"\r\n ...:\r\n ...: fsspec.open(url).open()\r\nOut[4]: <File-like object HTTP... | https://api.github.com/repos/huggingface/datasets | MEMBER | In https://github.com/huggingface/datasets/pull/3041 the windows tests were skipped because of SSL issues with moon-staging.huggingface.co:443
The issue appears only on windows with asyncio. On Linux it works. With requests it works as well. And with the production environment huggingface.co it also works.
to rep... | 2022-08-24T14:59:29Z | https://github.com/huggingface/datasets/issues/3063 | {
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... | Feature request : add leave=True to dataset.map to enable tqdm nested bars (and whilst we're at it couldn't we get a way to access directly tqdm underneath?) | https://api.github.com/repos/huggingface/datasets/issues/3061/events | null | https://api.github.com/repos/huggingface/datasets/issues/3061/labels{/name} | 2021-10-11T20:49:49Z | null | false | null | null | 1,023,103,119 | [
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"@lhoestq, @albertvillanova can we have `**tqdm_kwargs` in `map`? If there are any fields that are important to our tqdm (like iterable or unit), we can pop them before initialising the tqdm object so as to avoid duplicity.",
"Hi ! Sounds like a good idea :)\r\n\r\nAlso I think it would be better to have this as ... | https://api.github.com/repos/huggingface/datasets | NONE | **A clear and concise description of what you want to happen.**
It would be so nice to be able to nest HuggingFace `Datasets.map() ` progress bars in the grander scheme of things and whilst we're at it why not other functions.
**Describe alternatives you've considered**
By the way is there not a way to directl... | 2021-10-22T09:34:10Z | https://github.com/huggingface/datasets/issues/3061 | {
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"Hi @RylanSchaeffer, thanks for reporting.\r\n\r\nI'm sorry, but I was not able to reproduce your problem.\r\n\r\nNormally, the reason for this type of error is that, during your download of the data files, this was not fully complete.\r\n\r\nCould you please try to load the dataset again but forcing its redownload... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When I try `load_dataset('openwebtext')`, I receive a "EOFError: Compressed file ended before the end-of-stream marker was reached" error.
## Steps to reproduce the bug
```
from datasets import load_dataset
dataset = load_dataset('openwebtext')
```
## Expected results
I expect the `datas... | 2021-10-28T05:52:21Z | https://github.com/huggingface/datasets/issues/3060 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 1,022,620,057 | [] | https://api.github.com/repos/huggingface/datasets/issues/3059 | [] | https://api.github.com/repos/huggingface/datasets | MEMBER | When reloading a dataset from the cache when doing `map`, the tasks templates were kept instead of being updated regarding the output of the `map` function. This is an issue because we drop the tasks templates that are not compatible anymore after `map`, for example if a column of the template was removed.
This PR f... | 2021-10-11T12:23:39Z | https://github.com/huggingface/datasets/pull/3059 | {
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"Hi ! I think this issue is more related to the `transformers` project. Could you open an issue on https://github.com/huggingface/transformers ?\r\n\r\nAnyway I think the issue could be that both wikipedia and bookcorpusopen have an additional \"title\" column, contrary to wikitext which only has a \"text\" column.... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
I have used the previous version of `transformers` and `datasets`. The dataset `wikipedia` can be successfully used. Recently, I upgrade them to the newest version and find it raises errors. I also tried other datasets. The `wikitext` works and the `bookcorpusopen` raises the same errors as `wikipe... | 2022-01-19T14:03:49Z | https://github.com/huggingface/datasets/issues/3058 | {
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"Hi @tidhamecha2, thanks for reporting.\r\n\r\nIndeed, we fixed this issue just one week ago: #3008\r\n\r\nThe fix will be included in our next version release.\r\n\r\nIn the meantime, you can incorporate the fix by installing `datasets` from the master branch:\r\n```\r\npip install -U git+ssh://git@github.com/hugg... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When trying to get the per class precision values by providing `average=None`, following error is thrown `ValueError: can only convert an array of size 1 to a Python scalar`
## Steps to reproduce the bug
```python
from datasets import load_dataset, load_metric
precision_metric = load_metric("... | 2021-10-11T10:17:44Z | https://github.com/huggingface/datasets/issues/3057 | {
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This PR fixes this issue, while maintaining compatibility with older versions. | 2021-10-11T07:29:20Z | https://github.com/huggingface/datasets/pull/3056 | {
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CI test suite fails: https://app.circleci.com/pipelines/github/huggingface/datasets/8110/workflows/f059ba43-9154-4632-bebb-82318447ddc9/jobs/50010
Stack trace:
```
___________________ LocalMetricTest.test_load_metric_meteor ____________________
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"I encountered the same bug using different datasets.\r\nany suggestions?",
"+1, can reproduce here!",
"I get the same error\r\nPlatform: Windows 10\r\nPython: python 3.8.8\r\nPyArrow: 5.0",
"I was getting a similar error `pyarrow.lib.ArrowInvalid: Integer value 528 not in range: -128 to 127` - AFAICT, this i... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When loading `the_pile_openwebtext2`, we get the error `pyarrow.lib.ArrowInvalid: Value 2111 too large to fit in C integer type`
## Steps to reproduce the bug
```python
import datasets
ds = datasets.load_dataset('the_pile_openwebtext2')
```
## Expected results
Should download the dataset... | 2023-02-24T14:02:20Z | https://github.com/huggingface/datasets/issues/3053 | {
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"Issue was environment inconsistency, updating packages did the trick\r\n\r\n`conda install -c huggingface -c conda-forge datasets`\r\n\r\n> Collecting package metadata (current_repodata.json): done\r\n> Solving environment: |\r\n> The environment is inconsistent, please check the package plan carefully\r\n> The fo... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
After updating datasets, a code that ran just fine for ages began to fail. Specifying _datasets.load_dataset_'s _cache_dir_ optional argument on Windows 10 machine results in data download to hang on forever. Same call without cache_dir works just fine. Surprisingly exact same code just runs perfec... | 2021-10-11T10:57:09Z | https://github.com/huggingface/datasets/issues/3052 | {
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"I got the same error for another dataset (`multi_woz_v22`):\r\n\r\n```\r\ndatasets.utils.info_utils.NonMatchingChecksumError: Checksums didn't match for dataset source files:\r\n['https://github.com/budzianowski/multiwoz/raw/master/data/MultiWOZ_2.2/dialog_acts.json', 'https://github.com/budzianowski/multiwoz/raw/... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When I try loading the crd3 dataset (https://huggingface.co/datasets/crd3), an error is thrown.
## Steps to reproduce the bug
```python
dataset = load_dataset('crd3', split='train')
```
## Expected results
I expect no error to be thrown.
## Actual results
A non-matching checksum err... | 2022-03-15T15:54:26Z | https://github.com/huggingface/datasets/issues/3051 | {
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"I'm running a large test.\r\nLet's see if I get any error within a few days.",
"This time it stopped after 8h but correctly raised `ConnectionError: Server Disconnected`.\r\n\r\nTraceback:\r\n```\r\nTraceback (most recent call last): ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Catches Timeout error during streaming.
fix #3049 | 2021-10-12T15:28:18Z | https://github.com/huggingface/datasets/pull/3050 | {
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I got a TimeoutError after streaming for about 10h.
## Steps to reproduce the bug
Very long code but we could do a test of streaming indefinitely data, though error may take a while to appear.
## Expected results
This error was not expected in the code which considers only `ClientError` but... | 2021-10-11T09:35:38Z | https://github.com/huggingface/datasets/issues/3049 | {
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"Independently of this I think it raises the need to allow multiprocessing during streaming so that we get samples from multiple shards in one batch."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | **Is your feature request related to a problem? Please describe.**
I'm training on a large dataset made of multiple sub-datasets.
During training I can observe some jumps in loss which may correspond to different shards.
![image](https://user-images.githubusercontent.com/715491/136668758-521263aa-a9b2-4ad2-8d22-... | 2021-10-09T20:24:17Z | https://github.com/huggingface/datasets/issues/3048 | {
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"This has been fixed in 1.15, let me know if you still have this issue"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
Yes, I know, that description sucks. So the problem is arising in the course when we build a masked language modeling dataset using the IMDB dataset. To reproduce (or try since it's a bit fickle).
Create a dataset for masled-language modeling from the IMDB dataset.
```python
from datasets ... | 2021-11-03T17:13:08Z | https://github.com/huggingface/datasets/issues/3047 | {
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"Hi ! Thanks for noticing this inconsistence and suggesting a fix :)\r\n\r\nIf I understand correctly you try to pass the same fingerprint to each processed shard of the dataset. This can be an issue since each shard is actually a different dataset with different data: they shouldn't have the same fingerprint.\r\n\... | https://api.github.com/repos/huggingface/datasets | NONE | Fix #3044
1. A rough unit test that fails without the fix. It probably doesn't comply with your code standards, but that just to draft the idea.
2. A one liner fix | 2021-10-21T16:58:32Z | https://github.com/huggingface/datasets/pull/3045 | {
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"Following the discussion in #3045 if would be nice to have a way to let users have a nice experience with caching even if the function is not hashable.\r\n\r\nCurrently a workaround is to make the function picklable. This can be done by implementing a callable class instead, that can be pickled using by implementi... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
Caching does not work when using `Dataset.map()` with:
1. a function that cannot be deterministically fingerprinted
2. `num_proc>1`
3. using a custom fingerprint set with the argument `new_fingerprint`.
This means that the dataset will be mapped with the function for each and every call, w... | 2022-09-07T21:01:36Z | https://github.com/huggingface/datasets/issues/3044 | {
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- **Name:** PASS
- **Description:** An ImageNet replacement for self-supervised pretraining without humans
- **Data:** https://www.robots.ox.ac.uk/~vgg/research/pass/ https://github.com/yukimasano/PASS
Instructions to add a new dataset can be found [here](https://github.com/huggingface/dataset... | 2022-01-20T16:50:47Z | https://github.com/huggingface/datasets/issues/3043 | {
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"@lhoestq @albertvillanova Iwas trying to fix the failing tests in circleCI but is there a test elasticsearch instance somewhere? If not, can I launch a docker container to have one?"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | - adding murmurhash signature to sample in index
- adding optional credentials for remote elasticsearch server
- enabling sample update in index
- upgrade the elasticsearch 7.10.1 python client
- adding ElasticsearchBulider to instantiate a dataset from an index and a filtering query | 2022-07-06T15:19:48Z | https://github.com/huggingface/datasets/pull/3042 | {
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