title stringlengths 1 290 | body stringlengths 0 228k ⌀ | html_url stringlengths 46 51 | comments list | pull_request dict | number int64 1 5.59k | is_pull_request bool 2
classes |
|---|---|---|---|---|---|---|
[when Image type will exist] provide a way to get the data as binary + filename | **Is your feature request related to a problem? Please describe.**
When a dataset cell contains a value of type Image (be it from a remote URL, an Array2D/3D, or any other way to represent images), I want to be able to write the image to the disk, with the correct filename, and optionally to know its mimetype, in or... | https://github.com/huggingface/datasets/issues/3145 | [
"@severo, maybe somehow related to this PR ?\r\n- #3129",
"@severo I'll keep that in mind.\r\n\r\nYou can track progress on the Image feature in #3163 (still in the early stage). ",
"Hi ! As discussed with @severo offline it looks like the dataset viewer already supports reading PIL images, so maybe the datase... | null | 3,145 | false |
Infer the features if missing | **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... | https://github.com/huggingface/datasets/issues/3144 | [
"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"
] | null | 3,144 | false |
Provide a way to check if the features (in info) match with the data of a split | **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... | https://github.com/huggingface/datasets/issues/3143 | [
"Related: #3144 "
] | null | 3,143 | false |
Provide a way to write a streamed dataset to the disk | **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**
... | https://github.com/huggingface/datasets/issues/3142 | [
"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."
] | null | 3,142 | false |
Fix caching bugs | This PR fixes some caching bugs (most likely introduced in the latest refactor):
* 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`
| https://github.com/huggingface/datasets/pull/3141 | [] | {
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"merged_at": "2021-10-22T13:47... | 3,141 | true |
Fix file/directory deletion on Windows | Currently, on Windows, some attempts to delete a dataset file/directory will fail with the `PerimissionError`.
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... | https://github.com/huggingface/datasets/issues/3139 | [] | null | 3,139 | false |
More fine-grained taxonomy of error types | **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... | https://github.com/huggingface/datasets/issues/3138 | [
"related: #4995\r\n"
] | null | 3,138 | false |
Fix numpy deprecation warning for ragged tensors | 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 | https://github.com/huggingface/datasets/pull/3137 | [
"This'll be a really helpful fix, thank you!"
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"merged_at": "2021-10-22T16:04... | 3,137 | true |
Fix script of Arabic Billion Words dataset to return all data | The script has a bug and only parses and generates a portion of the entire dataset.
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... | https://github.com/huggingface/datasets/pull/3136 | [] | {
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"merged_at": "2021-10-22T13:28... | 3,136 | true |
Make inspect.get_dataset_config_names always return a non-empty list of configs | **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... | https://github.com/huggingface/datasets/issues/3135 | [
"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... | null | 3,135 | false |
Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/1.11.0/metrics/rouge/rouge.py | 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')
>
> /usr/local/lib/python3.6/dist-packages/datasets/load.... | https://github.com/huggingface/datasets/issues/3134 | [
"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... | null | 3,134 | false |
Support Audio feature in streaming mode | Fix #3132. | https://github.com/huggingface/datasets/pull/3133 | [] | {
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"merged_at": "2021-11-12T14:13... | 3,133 | true |
Support Audio feature in streaming mode | Currently, Audio feature is only supported for non-streaming datasets.
Due to the large size of many speech datasets, we should also support Audio feature in streaming mode.
| https://github.com/huggingface/datasets/issues/3132 | [] | null | 3,132 | false |
Add ADE20k | ## 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... | https://github.com/huggingface/datasets/issues/3131 | [
"I think we can close this issue since PR [#3607](https://github.com/huggingface/datasets/pull/3607) solves this."
] | null | 3,131 | false |
Create SECURITY.md | To let the repository confirm feedback@huggingface.co as its security contact. | https://github.com/huggingface/datasets/pull/3130 | [
"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"
] | {
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Support Audio feature for TAR archives in sequential access | Add Audio feature support for TAR archived files in sequential access.
Fix #3128. | https://github.com/huggingface/datasets/pull/3129 | [
"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... | {
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"merged_at": "2021-11-17T17:42... | 3,129 | true |
Support Audio feature for TAR archives in sequential access | Currently, Audio feature accesses each audio file by their file path.
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. | https://github.com/huggingface/datasets/issues/3128 | [] | null | 3,128 | false |
datasets-cli: convertion of a tfds dataset to a huggingface one. | ### 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... | https://github.com/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."
] | null | 3,127 | false |
"arabic_billion_words" dataset does not create the full dataset | ## 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... | https://github.com/huggingface/datasets/issues/3126 | [
"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."
] | null | 3,126 | false |
Add SLR83 to OpenSLR | The PR resolves #3119, adding SLR83 (UK and Ireland dialects) to the previously created OpenSLR dataset. | https://github.com/huggingface/datasets/pull/3125 | [] | {
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"merged_at": "2021-10-22T08:30... | 3,125 | true |
More efficient nested features encoding | 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.
... | https://github.com/huggingface/datasets/pull/3124 | [
"@lhoestq @albertvillanova @mariosasko\r\nCan you please check this out?",
"Thanks, done!"
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"merged_at": "2021-11-02T11:04... | 3,124 | true |
Segmentation fault when loading datasets from file | ## 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... | https://github.com/huggingface/datasets/issues/3123 | [
"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... | null | 3,123 | false |
OSError with a custom dataset loading script | ## 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... | https://github.com/huggingface/datasets/issues/3122 | [
"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`... | null | 3,122 | false |
Use huggingface_hub.HfApi to list datasets/metrics | Delete `datasets.inspect.HfApi` and use `huggingface_hub.HfApi` instead.
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 | https://github.com/huggingface/datasets/pull/3121 | [] | {
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"merged_at": "2021-11-05T09:48... | 3,121 | true |
Correctly update metadata to preserve features when concatenating datasets with axis=1 | This PR correctly updates metadata to preserve higher-level feature types (e.g. `ClassLabel`) in `datasets.concatenate_datasets` when `axis=1`. Previously, we would delete the feature metadata in `datasets.concatenate_datasets` if `axis=1` and restore the feature types from the arrow table schema in `Dataset.__init__`.... | https://github.com/huggingface/datasets/pull/3120 | [] | {
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"merged_at": "2021-10-21T14:50... | 3,120 | true |
Add OpenSLR 83 - Crowdsourced high-quality UK and Ireland English Dialect speech | ## 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... | https://github.com/huggingface/datasets/issues/3119 | [
"Ugh. The index files for SLR83 are CSV, not TSV. I need to add logic to process these index files."
] | null | 3,119 | false |
Fix CI error at each release commit | Fix test_load_dataset_canonical at release commit.
Fix #3117. | https://github.com/huggingface/datasets/pull/3118 | [] | {
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"patch_url": "https://github.com/huggingface/datasets/pull/3118.patch",
"merged_at": "2021-10-20T13:02... | 3,118 | true |
CI error at each release commit | After 1.12.0, there is a recurrent CI error at each release commit: https://app.circleci.com/pipelines/github/huggingface/datasets/8289/workflows/665d954d-e409-4602-8202-e678594d2946/jobs/51110
```
____________________ LoadTest.test_load_dataset_canonical _____________________
[gw0] win32 -- Python 3.6.8 C:\tools\... | https://github.com/huggingface/datasets/issues/3117 | [] | null | 3,117 | false |
Update doc links to point to new docs | This PR:
* 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... | https://github.com/huggingface/datasets/pull/3116 | [] | {
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"merged_at": "2021-10-22T08:26... | 3,116 | true |
Fill in dataset card for NCBI disease dataset | null | https://github.com/huggingface/datasets/pull/3115 | [] | {
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"merged_at": "2021-10-22T08:25... | 3,115 | true |
load_from_disk in DatasetsDict/Dataset not working with PyArrowHDFS wrapper implementing fsspec.spec.AbstractFileSystem | ## 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... | https://github.com/huggingface/datasets/issues/3114 | [
"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... | null | 3,114 | false |
Loading Data from HDF files | **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 ... | https://github.com/huggingface/datasets/issues/3113 | [
"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... | null | 3,113 | false |
OverflowError: There was an overflow in the <class 'pyarrow.lib.ListArray'>. Try to reduce writer_batch_size to have batches smaller than 2GB | ## 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... | https://github.com/huggingface/datasets/issues/3112 | [
"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... | null | 3,112 | false |
concatenate_datasets removes ClassLabel typing. | ## 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_... | https://github.com/huggingface/datasets/issues/3111 | [
"Something like this would fix it I think: https://github.com/huggingface/datasets/compare/master...Dref360:HF-3111/concatenate_types?expand=1"
] | null | 3,111 | false |
Stream TAR-based dataset using iter_archive | 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 :) | https://github.com/huggingface/datasets/pull/3110 | [
"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"
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Update BibTeX entry | Update BibTeX entry. | https://github.com/huggingface/datasets/pull/3109 | [] | {
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"merged_at": "2021-10-19T17:13... | 3,109 | true |
Add Google BLEU (aka GLEU) metric | This PR adds the NLTK implementation of Google BLEU metric. This is also a part of an effort to resolve an unfortunate naming collision between GLEU for machine translation and GLEU for grammatical error correction.
I used [this page](https://huggingface.co/docs/datasets/add_metric.html) for reference. Please, point ... | https://github.com/huggingface/datasets/pull/3108 | [] | {
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"merged_at": "2021-10-25T14:07... | 3,108 | true |
Add paper BibTeX citation | Add paper BibTeX citation to README file. | https://github.com/huggingface/datasets/pull/3107 | [] | {
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"merged_at": "2021-10-19T14:26... | 3,107 | true |
Fix URLs in blog_authorship_corpus dataset | After contacting the authors of the paper "Effects of Age and Gender on Blogging", they confirmed:
- the old URLs are no longer valid
- there are alternative host URLs
Fix #3091. | https://github.com/huggingface/datasets/pull/3106 | [] | {
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"merged_at": "2021-10-19T12:50... | 3,106 | true |
download_mode=`force_redownload` does not work on removed datasets | ## Describe the bug
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 ... | https://github.com/huggingface/datasets/issues/3105 | [] | null | 3,105 | false |
Missing Zenodo 1.13.3 release | 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 | https://github.com/huggingface/datasets/issues/3104 | [
"Zenodo has fixed on their side the 1.13.3 release: https://zenodo.org/record/5589150"
] | null | 3,104 | false |
Fix project description in PyPI | Fix project description appearing in PyPI, so that it contains the content of the README.md file (like transformers).
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. | https://github.com/huggingface/datasets/pull/3103 | [] | {
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"html_url": "https://github.com/huggingface/datasets/pull/3103",
"diff_url": "https://github.com/huggingface/datasets/pull/3103.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/3103.patch",
"merged_at": "2021-10-18T12:59... | 3,103 | true |
Unsuitable project description in PyPI | Currently, `datasets` project description appearing in PyPI shows the release instructions addressed to core maintainers: https://pypi.org/project/datasets/1.13.3/ | https://github.com/huggingface/datasets/issues/3102 | [] | null | 3,102 | false |
Update SUPERB to use Audio features | This is the same dataset refresh as the other Audio ones: https://github.com/huggingface/datasets/pull/3081
cc @patrickvonplaten | https://github.com/huggingface/datasets/pull/3101 | [
"Thank you! Sorry I forgot this one @albertvillanova"
] | {
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"merged_at": "2021-10-18T12:06... | 3,101 | true |
Replace FSTimeoutError with parent TimeoutError | PR #3050 introduced a dependency on `fsspec.FSTiemoutError`. Note that this error only exists from `fsspec` version `2021.06.0` (June 2021).
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... | https://github.com/huggingface/datasets/pull/3100 | [] | {
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"merged_at": "2021-10-18T07:51... | 3,100 | true |
AttributeError: module 'huggingface_hub.hf_api' has no attribute 'DatasetInfo' | ## 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
---------------------------... | https://github.com/huggingface/datasets/issues/3099 | [
"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... | null | 3,099 | false |
Push to hub capabilities for `Dataset` and `DatasetDict` | 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... | https://github.com/huggingface/datasets/pull/3098 | [
"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... | {
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"merged_at": "2021-11-24T11:25... | 3,098 | true |
`ModuleNotFoundError: No module named 'fsspec.exceptions'` | ## 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... | https://github.com/huggingface/datasets/issues/3097 | [
"Thanks for reporting, @VictorSanh.\r\n\r\nI'm fixing it."
] | null | 3,097 | false |
Fix Audio feature mp3 resampling | Issue #3095 is related to mp3 resampling, not to `cast_column`.
This PR fixes Audio feature mp3 resampling.
Fix #3095. | https://github.com/huggingface/datasets/pull/3096 | [] | {
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"merged_at": "2021-10-15T15:38... | 3,096 | true |
`cast_column` makes audio decoding fail | ## 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... | https://github.com/huggingface/datasets/issues/3095 | [
"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... | null | 3,095 | false |
Support loading a dataset from SQLite files | As requested by @julien-c, we could eventually support loading a dataset from SQLite files, like it is the case for JSON/CSV files. | https://github.com/huggingface/datasets/issues/3094 | [
"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... | null | 3,094 | false |
Error loading json dataset with multiple splits if keys in nested dicts have a different order | ## 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... | https://github.com/huggingface/datasets/issues/3093 | [
"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 =... | null | 3,093 | false |
Fix JNLBA dataset | 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... | https://github.com/huggingface/datasets/pull/3092 | [
"Fix #3089.",
"@albertvillanova all tests are passing now. Either you or @lhoestq can review it!"
] | {
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"merged_at": "2021-10-22T08:23... | 3,092 | true |
`blog_authorship_corpus` is broken | ## 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
... | https://github.com/huggingface/datasets/issues/3091 | [
"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... | null | 3,091 | false |
Update BibTeX entry | Update BibTeX entry. | https://github.com/huggingface/datasets/pull/3090 | [] | {
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"merged_at": "2021-10-15T07:35... | 3,090 | true |
JNLPBA Dataset | ## 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 ... | https://github.com/huggingface/datasets/issues/3089 | [
"# 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, ... | null | 3,089 | false |
Use template column_mapping to transmit_format instead of template features | 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 | https://github.com/huggingface/datasets/pull/3088 | [
"Thanks for fixing!"
] | {
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"merged_at": "2021-10-15T10:11... | 3,088 | true |
Removing label column in a text classification dataset yields to errors | ## Describe the bug
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... | https://github.com/huggingface/datasets/issues/3087 | [] | null | 3,087 | false |
Remove _resampler from Audio fields | The `_resampler` Audio attribute was implemented to optimize audio resampling, but it should not be cached.
This PR removes `_resampler` from Audio fields, so that it is not returned by `fields()` or `asdict()`.
Fix #3083. | https://github.com/huggingface/datasets/pull/3086 | [] | {
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"merged_at": "2021-10-14T15:13... | 3,086 | true |
Fixes to `to_tf_dataset` | null | https://github.com/huggingface/datasets/pull/3085 | [
"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 ... | {
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"merged_at": "2021-10-21T15:05... | 3,085 | true |
VisibleDeprecationWarning when using `set_format("numpy")` | 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.... | https://github.com/huggingface/datasets/issues/3084 | [
"I just opened a PR and I verified that the code you provided doesn't show any deprecation warning :)"
] | null | 3,084 | false |
Datasets with Audio feature raise error when loaded from cache due to _resampler parameter | ## Describe the bug
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")
# ... | https://github.com/huggingface/datasets/issues/3083 | [] | null | 3,083 | false |
Fix error related to huggingface_hub timeout parameter | The `huggingface_hub` package added the parameter `timeout` from version 0.0.19.
This PR bumps this minimal version.
Fix #3080. | https://github.com/huggingface/datasets/pull/3082 | [] | {
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"merged_at": "2021-10-14T14:39... | 3,082 | true |
[Audio datasets] Adapting all audio datasets | 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... | https://github.com/huggingface/datasets/pull/3081 | [
"@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... | {
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Error related to timeout keyword argument | ## Describe the bug
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 ... | https://github.com/huggingface/datasets/issues/3080 | [] | null | 3,080 | false |
Fix loading a metric with internal import | After refactoring the module factory (#2986), a bug was introduced when loading metrics with internal imports.
This PR adds a new test case and fixes this bug.
Fix #3076.
CC: @sgugger @merveenoyan | https://github.com/huggingface/datasets/pull/3077 | [] | {
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"merged_at": "2021-10-14T09:14... | 3,077 | true |
Error when loading a metric | ## Describe the bug
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 ... | https://github.com/huggingface/datasets/issues/3076 | [] | null | 3,076 | false |
Updates LexGLUE and MultiEURLEX README.md files | Updates LexGLUE and MultiEURLEX README.md files
- 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. | https://github.com/huggingface/datasets/pull/3075 | [] | {
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"patch_url": "https://github.com/huggingface/datasets/pull/3075.patch",
"merged_at": "2021-10-18T10:13... | 3,075 | true |
add XCSR dataset | 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 ... | https://github.com/huggingface/datasets/pull/3074 | [
"> 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... | {
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"merged_at": "2021-11-08T13:52... | 3,074 | true |
Import error installing with ppc64le | ## 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... | https://github.com/huggingface/datasets/issues/3073 | [
"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"
] | null | 3,073 | false |
Fix pathlib patches for streaming | Fix issue https://github.com/huggingface/datasets/issues/2866 (for good this time)
`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... | https://github.com/huggingface/datasets/pull/3072 | [] | {
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"merged_at": "2021-10-13T13:31... | 3,072 | true |
Custom plain text dataset, plain json dataset and plain csv dataset are remove from datasets template folder | ## 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... | https://github.com/huggingface/datasets/issues/3071 | [
"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```"
] | null | 3,071 | false |
Fix Windows CI with FileNotFoundError when stting up s3_base fixture | Fix #3069. | https://github.com/huggingface/datasets/pull/3070 | [
"Thanks ! Sorry for the inconvenience ^^' "
] | {
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"merged_at": "2021-10-13T06:49... | 3,070 | true |
CI fails on Windows with FileNotFoundError when stting up s3_base fixture | ## Describe the bug
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... | https://github.com/huggingface/datasets/issues/3069 | [] | null | 3,069 | false |
feat: increase streaming retry config | Increase streaming config parameters:
* retry interval set to 5 seconds
* max retries set to 20 (so 1mn 40s) | https://github.com/huggingface/datasets/pull/3068 | [
"@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... | {
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"merged_at": "2021-10-13T09:25... | 3,068 | true |
add story_cloze | null | https://github.com/huggingface/datasets/pull/3067 | [
"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... | {
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"html_url": "https://github.com/huggingface/datasets/pull/3067",
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"merged_at": "2021-10-13T13:48... | 3,067 | true |
Add iter_archive | Added the `iter_archive` method for the StreamingDownloadManager.
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... | https://github.com/huggingface/datasets/pull/3066 | [] | {
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"merged_at": "2021-10-18T09:12... | 3,066 | true |
Fix test command after refac | Fix the `datasets-cli` test command after the `prepare_module` change in #2986 | https://github.com/huggingface/datasets/pull/3065 | [] | {
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"merged_at": "2021-10-12T15:28... | 3,065 | true |
Make `interleave_datasets` more robust | **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... | https://github.com/huggingface/datasets/issues/3064 | [
"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... | null | 3,064 | false |
Windows CI is unable to test streaming properly because of SSL issues | 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... | https://github.com/huggingface/datasets/issues/3063 | [
"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... | null | 3,063 | false |
Update summary on PyPi beyond NLP | More than just NLP now | https://github.com/huggingface/datasets/pull/3062 | [] | {
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"merged_at": "2021-10-13T08:55... | 3,062 | true |
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?) | **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... | https://github.com/huggingface/datasets/issues/3061 | [
"@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 ... | null | 3,061 | false |
load_dataset('openwebtext') yields "Compressed file ended before the end-of-stream marker was reached" | ## 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... | https://github.com/huggingface/datasets/issues/3060 | [
"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... | null | 3,060 | false |
Fix task reloading from cache | 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... | https://github.com/huggingface/datasets/pull/3059 | [] | {
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"merged_at": "2021-10-11T12:23... | 3,059 | true |
Dataset wikipedia and Bookcorpusopen cannot be fetched from dataloader. | ## 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... | https://github.com/huggingface/datasets/issues/3058 | [
"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.... | null | 3,058 | false |
Error in per class precision computation | ## 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("... | https://github.com/huggingface/datasets/issues/3057 | [
"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... | null | 3,057 | false |
Fix meteor metric for version >= 3.6.4 | After `nltk` update, the meteor metric expects pre-tokenized inputs (breaking change).
This PR fixes this issue, while maintaining compatibility with older versions. | https://github.com/huggingface/datasets/pull/3056 | [] | {
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"merged_at": "2021-10-11T07:29... | 3,056 | true |
CI test suite fails after meteor metric update | ## Describe the bug
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 ____________________
[gw1] linux -- Python 3.6.15 /home/circleci/.pye... | https://github.com/huggingface/datasets/issues/3055 | [] | null | 3,055 | false |
Update Biosses | Fix variable naming | https://github.com/huggingface/datasets/pull/3054 | [] | {
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"merged_at": "2021-10-13T09:04... | 3,054 | true |
load_dataset('the_pile_openwebtext2') produces ArrowInvalid, value too large to fit in C integer type | ## 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... | https://github.com/huggingface/datasets/issues/3053 | [
"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... | null | 3,053 | false |
load_dataset cannot download the data and hangs on forever if cache dir specified | ## 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... | https://github.com/huggingface/datasets/issues/3052 | [
"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... | null | 3,052 | false |
Non-Matching Checksum Error with crd3 dataset | ## 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... | https://github.com/huggingface/datasets/issues/3051 | [
"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/... | null | 3,051 | false |
Fix streaming: catch Timeout error | Catches Timeout error during streaming.
fix #3049 | https://github.com/huggingface/datasets/pull/3050 | [
"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): ... | {
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"merged_at": "2021-10-11T09:35... | 3,050 | true |
TimeoutError during streaming | ## Describe the bug
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... | https://github.com/huggingface/datasets/issues/3049 | [] | null | 3,049 | false |
Identify which shard data belongs to | **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-... | https://github.com/huggingface/datasets/issues/3048 | [
"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."
] | null | 3,048 | false |
Loading from cache a dataset for LM built from a text classification dataset sometimes errors | ## 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 ... | https://github.com/huggingface/datasets/issues/3047 | [
"This has been fixed in 1.15, let me know if you still have this issue"
] | null | 3,047 | false |
Fix MedDialog metadata JSON | Fix #2969. | https://github.com/huggingface/datasets/pull/3046 | [] | {
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"merged_at": "2021-10-11T07:46... | 3,046 | true |
Fix inconsistent caching behaviour in Dataset.map() with multiprocessing #3044 | 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 | https://github.com/huggingface/datasets/pull/3045 | [
"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\... | {
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"merged_at": null
} | 3,045 | true |
Inconsistent caching behaviour when using `Dataset.map()` with a `new_fingerprint` and `num_proc>1` | ## 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... | https://github.com/huggingface/datasets/issues/3044 | [
"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... | null | 3,044 | false |
Add PASS dataset | ## Adding a Dataset
- **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... | https://github.com/huggingface/datasets/issues/3043 | [] | null | 3,043 | false |
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