number int64 2.59k 7.1k | title stringlengths 1 290 | body stringlengths 0 36.2k ⌀ | labels listlengths 0 4 | pull_request dict | is_pull_request bool 2
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4,216 | Avoid recursion error in map if example is returned as dict value | I noticed this bug while answering [this question](https://discuss.huggingface.co/t/correct-way-to-create-a-dataset-from-a-csv-file/15686/11?u=mariosasko).
This code replicates the bug:
```python
from datasets import Dataset
dset = Dataset.from_dict({"en": ["aa", "bb"], "fr": ["cc", "dd"]})
dset.map(lambda ex: ... | [] | {
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4,215 | Add `drop_last_batch` to `IterableDataset.map` | Addresses this comment: https://github.com/huggingface/datasets/pull/3801#pullrequestreview-901736921 | [] | {
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4,214 | Skip checksum computation in Imagefolder by default | Avoids having to set `ignore_verifications=True` in `load_dataset("imagefolder", ...)` to skip checksum verification and speed up loading.
The user can still pass `DownloadConfig(record_checksums=True)` to not skip this part. | [] | {
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4,213 | ETT time series dataset | Ready for review. | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"thank you!\r\n"
] |
4,212 | [Common Voice] Make sure bytes are correctly deleted if `path` exists | `path` should be set to local path inside audio feature if exist so that bytes can correctly be deleted. | [] | {
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"merged_at": "2022-04-26T22:48... | true | [
"_The documentation is not available anymore as the PR was closed or merged._",
"cool that you noticed that we store unnecessary bytes again :D "
] |
4,211 | DatasetDict containing Datasets with different features when pushed to hub gets remapped features | Hi there,
I am trying to load a dataset to the Hub. This dataset is a `DatasetDict` composed of various splits. Some splits have a different `Feature` mapping. Locally, the DatasetDict preserves the individual features but if I `push_to_hub` and then `load_dataset`, the features are all the same.
Dataset and code... | [
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"Hi @pietrolesci, thanks for reporting.\r\n\r\nPlease note that this is a design purpose: a `DatasetDict` has the same features for all its datasets. Normally, a `DatasetDict` is composed of several sub-datasets each corresponding to a different **split**.\r\n\r\nTo handle sub-datasets with different features, we u... |
4,210 | TypeError: Cannot cast array data from dtype('O') to dtype('int64') according to the rule 'safe' | ### System Info
```shell
- `transformers` version: 4.18.0
- Platform: Linux-5.4.144+-x86_64-with-Ubuntu-18.04-bionic
- Python version: 3.7.13
- Huggingface_hub version: 0.5.1
- PyTorch version (GPU?): 1.10.0+cu111 (True)
- Tensorflow version (GPU?): 2.8.0 (True)
- Flax version (CPU?/GPU?/TPU?): not installed ... | [
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"Hi! Casting class labels from strings is currently not supported in the CSV loader, but you can get the same result with an additional map as follows:\r\n```python\r\nfrom datasets import load_dataset,Features,Value,ClassLabel\r\nclass_names = [\"cmn\",\"deu\",\"rus\",\"fra\",\"eng\",\"jpn\",\"spa\",\"ita\",\"kor\... |
4,208 | Add CMU MoCap Dataset | Resolves #3457
Dataset Request : Add CMU Graphics Lab Motion Capture dataset [#3457](https://github.com/huggingface/datasets/issues/3457)
This PR adds the CMU MoCap Dataset.
The authors didn't respond even after multiple follow ups, so I ended up crawling the website to get categories, subcategories and descrip... | [
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"_The documentation is not available anymore as the PR was closed or merged._",
"- Updated the readme.\r\n- Added dummy_data.zip and ran the all the tests.\r\n\r\nThe dataset works for \"asf/amc\" and \"avi\" formats which have a single download link for the complete dataset. But \"c3d\" and \"mpg\" have multiple... |
4,207 | [Minor edit] Fix typo in class name | Typo: `datasets.DatsetDict` -> `datasets.DatasetDict` | [] | {
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4,206 | Add Nerval Metric | This PR adds readme.md and ner_val.py to metrics.
Nerval is a python package that helps evaluate NER models. It creates classification report and confusion matrix at entity level. | [
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"Metrics are deprecated in `datasets` and `evaluate` should be used instead: https://github.com/huggingface/evaluate"
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4,205 | Fix `convert_file_size_to_int` for kilobits and megabits | Minor change to fully align this function with the recent change in Transformers (https://github.com/huggingface/transformers/pull/16891) | [] | {
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4,204 | Add Recall Metric Card | What this PR mainly does:
- add metric card for recall metric
- update docs in recall python file
Note: I've also included a .json file with all of the metric card information. I've started compiling the relevant information in this type of .json files, and then using a script I wrote to generate the formatted met... | [] | {
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"This looks good to me! "
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4,203 | Add Precision Metric Card | What this PR mainly does:
- add metric card for precision metric
- update docs in precision python file
Note: I've also included a .json file with all of the metric card information. I've started compiling the relevant information in this type of .json files, and then using a script I wrote to generate the formatt... | [] | {
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4,202 | Fix some type annotation in doc | null | [] | {
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4,201 | Update GH template for dataset viewer issues | Update template to use new issue forms instead.
With this PR we can check if this new feature is useful for us.
Once validated, we can update the other templates.
CC: @severo | [] | {
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4,200 | Add to docs how to load from local script | This option was missing from the docs guide (it was only explained in the docstring of `load_dataset`). Although this is an infrequent use case, there might be some users interested in it.
Related to #4192
CC: @stevhliu | [] | {
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4,199 | Cache miss during reload for datasets using image fetch utilities through map | ## Describe the bug
It looks like that result of `.map` operation dataset are missing the cache when you reload the script and always run from scratch. In same interpretor session, they are able to find the cache and reload it. But, when you exit the interpretor and reload it, the downloading starts from scratch.
... | [
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"Hi ! Maybe one of the objects in the function is not deterministic across sessions ? You can read more about it and how to investigate here: https://huggingface.co/docs/datasets/about_cache",
"Hi @apsdehal! Can you verify that replacing\r\n```python\r\ndef fetch_single_image(image_url, timeout=None, retries=0):\... |
4,198 | There is no dataset | ## Dataset viewer issue for '*name of the dataset*'
**Link:** *link to the dataset viewer page*
*short description of the issue*
Am I the one who added this dataset ? Yes-No
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4,197 | Add remove_columns=True | This should fix all the issue we have with in place operations in mapping functions. This is crucial as where we do some weird things like:
```
def apply(batch):
batch_size = len(batch["id"])
batch["text"] = ["potato" for _ range(batch_size)]
return {}
# Columns are: {"id": int}
dset.map(apply, bat... | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Any reason why we can't just do `[inputs.copy()]` in this line for in-place operations to not have effects anymore:\r\nhttps://github.com/huggingface/datasets/blob/bf432011ff9155a5bc16c03956bc63e514baf80d/src/datasets/arrow_dataset.p... |
4,196 | Embed image and audio files in `save_to_disk` | Following https://github.com/huggingface/datasets/pull/4184, currently a dataset saved using `save_to_disk` doesn't actually contain the bytes of the image or audio files. Instead it stores the path to your local files.
Adding `embed_external_files` and set it to True by default to save_to_disk would be kind of a b... | [] | {
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4,194 | Support lists of multi-dimensional numpy arrays | Fix #4191.
CC: @SaulLu | [] | {
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4,193 | Document save_to_disk and push_to_hub on images and audio files | Following https://github.com/huggingface/datasets/pull/4187, I explained in the documentation of `save_to_disk` and `push_to_hub` how they handle image and audio data. | [] | {
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"Good catch, I updated the docstrings"
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4,192 | load_dataset can't load local dataset,Unable to find ... |
Traceback (most recent call last):
File "/home/gs603/ahf/pretrained/model.py", line 48, in <module>
dataset = load_dataset("json",data_files="dataset/dataset_infos.json")
File "/home/gs603/miniconda3/envs/coderepair/lib/python3.7/site-packages/datasets/load.py", line 1675, in load_dataset
**config_kwa... | [
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"Hi! :)\r\n\r\nI believe that should work unless `dataset_infos.json` isn't actually a dataset. For Hugging Face datasets, there is usually a file named `dataset_infos.json` which contains metadata about the dataset (eg. the dataset citation, license, description, etc). Can you double-check that `dataset_infos.json... |
4,191 | feat: create an `Array3D` column from a list of arrays of dimension 2 | **Is your feature request related to a problem? Please describe.**
It is possible to create an `Array2D` column from a list of arrays of dimension 1. Similarly, I think it might be nice to be able to create a `Array3D` column from a list of lists of arrays of dimension 1.
To illustrate my proposal, let's take the... | [
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"Hi @SaulLu, thanks for your proposal.\r\n\r\nJust I got a bit confused about the dimensions...\r\n- For the 2D case, you mention it is possible to create an `Array2D` from a list of arrays of dimension 1\r\n- However, you give an example of creating an `Array2D` from arrays of dimension 2:\r\n - the values of `da... |
4,190 | Deprecate `shard_size` in `push_to_hub` in favor of `max_shard_size` | This PR adds a `max_shard_size` param to `push_to_hub` and deprecates `shard_size` in favor of this new param to have a more descriptive name (a shard has at most the `shard_size` bytes in `push_to_hub`) for the param and to align the API with [Transformers](https://github.com/huggingface/transformers/blob/ff06b1779173... | [] | {
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4,189 | Document how to use FAISS index for special operations | Document how to use FAISS index for special operations, by accessing the index itself.
Close #4029. | [] | {
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4,188 | Support streaming cnn_dailymail dataset | Support streaming cnn_dailymail dataset.
Fix #3969.
CC: @severo | [] | {
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4,187 | Don't duplicate data when encoding audio or image | Right now if you pass both the `bytes` and a local `path` for audio or image data, then the `bytes` are unnecessarily written in the Arrow file, while we could just keep the local `path`.
This PR discards the `bytes` when the audio or image file exists locally.
In particular it's common for audio datasets builder... | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I'm not familiar with the concept of streaming vs non-streaming in HF datasets. I just wonder that you have the distinction here. Why doesn't it work to always make use of `bytes`? \"using a local file - which is often required for a... |
4,186 | Fix outdated docstring about default dataset config | null | [] | {
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4,185 | Librispeech documentation, clarification on format | https://github.com/huggingface/datasets/blob/cd3ce34ab1604118351e1978d26402de57188901/datasets/librispeech_asr/librispeech_asr.py#L53
> Note that in order to limit the required storage for preparing this dataset, the audio
> is stored in the .flac format and is not converted to a float32 array. To convert, the audi... | [] | {
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"(@patrickvonplaten )",
"Also cc @lhoestq here",
"The documentation in the code is definitely outdated - thanks for letting me know, I'll remove it in https://github.com/huggingface/datasets/pull/4184 .\r\n\r\nYou're exactly right `audio` `array` already decodes the audio file to the correct waveform. This is d... |
4,184 | [Librispeech] Add 'all' config | Add `"all"` config to Librispeech
Closed #4179 | [] | {
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"Fix https://github.com/huggingface/datasets/issues/4179",
"_The documentation is not available anymore as the PR was closed or merged._",
"Just that I understand: With this change, simply doing `load_dataset(\"librispeech_asr\")` is possible and returns the whole dataset?\r\n\r\nAnd to get the subsets, I do st... |
4,183 | Document librispeech configs | Added an example of how to load one config or the other | [] | {
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"I think the main purpose of #4179 was how to be able to load both configs into one, so should we maybe add this part of the code: https://github.com/huggingface/datasets/issues/4179#issuecomment-1102383717 \r\n\r\nto the doc? \r\n\r\nActually @lhoestq would this work given that they have different split names: htt... |
4,182 | Zenodo.org download is not responding | ## Describe the bug
Source download_url from zenodo.org does not respond.
`_DOWNLOAD_URL = "https://zenodo.org/record/2787612/files/SICK.zip?download=1"`
Other datasets also use zenodo.org to store data and they cannot be downloaded as well.
It would be better to actually use more reliable way to store original ... | [
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"[Off topic but related: Is the uptime of S3 provably better than Zenodo's?]",
"Hi @dkajtoch, please note that at HuggingFace we are not hosting this dataset: we are just using a script to download their data file and create a dataset from it.\r\n\r\nIt was the dataset owners decision to host their data at Zenodo... |
4,181 | Support streaming FLEURS dataset | ## Dataset viewer issue for '*name of the dataset*'
https://huggingface.co/datasets/google/fleurs
```
Status code: 400
Exception: NotImplementedError
Message: Extraction protocol for TAR archives like 'https://storage.googleapis.com/xtreme_translations/FLEURS/af_za.tar.gz' is not implemented in str... | [
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"Yes, you just have to use `dl_manager.iter_archive` instead of `dl_manager.download_and_extract`.\r\n\r\nThat's because `download_and_extract` doesn't support TAR archives in streaming mode.",
"Tried to make it streamable, but I don't think it's really possible. @lhoestq @polinaeterna maybe you guys can check: \... |
4,180 | Add some iteration method on a dataset column (specific for inference) | **Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is.
Currently, `dataset["audio"]` will load EVERY element in the dataset in RAM, which can be quite big for an audio dataset.
Having an iterator (or sequence) type of object, would make inference ... | [
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"Thanks for the suggestion ! I agree it would be nice to have something directly in `datasets` to do something as simple as that\r\n\r\ncc @albertvillanova @mariosasko @polinaeterna What do you think if we have something similar to pandas `Series` that wouldn't bring everything in memory when doing `dataset[\"audio... |
4,179 | Dataset librispeech_asr fails to load | ## Describe the bug
The dataset librispeech_asr (standard Librispeech) fails to load.
## Steps to reproduce the bug
```python
datasets.load_dataset("librispeech_asr")
```
## Expected results
It should download and prepare the whole dataset (all subsets).
In [the doc](https://huggingface.co/datasets/libris... | [
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"@patrickvonplaten Hi! I saw that you prepared this? :)",
"Another thing, but maybe this should be a separate issue: As I see from the code, it would try to use up to 16 simultaneous downloads? This is problematic for Librispeech or anything on OpenSLR. On [the homepage](https://www.openslr.org/), it says:\r\n\r\... |
4,178 | [feat] Add ImageNet dataset | To use the dataset download the tar file
[imagenet_object_localization_patched2019.tar.gz](https://www.kaggle.com/competitions/imagenet-object-localization-challenge/data?select=imagenet_object_localization_patched2019.tar.gz) from Kaggle and then point the datasets library to it by using:
```py
from datasets impo... | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Thanks for the comments. I believe I have addressed all of them and also decreased the size of the dummy data file, so it should be ready for a re-review. I also made a change to allow adding synset mapping and valprep script in conf... |
4,177 | Adding missing subsets to the `SemEval-2018 Task 1` dataset | This dataset for the [1st task of SemEval-2018](https://competitions.codalab.org/competitions/17751) competition was missing all subtasks except for subtask 5. I added another two subtasks (subtask 1 and 2), which are each comprised of 12 additional data subsets: for each language in En, Es, Ar, there are 4 datasets, b... | [
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"Datasets are not tracked in this repository anymore. You should move this PR to the [discussions page of this dataset](https://huggingface.co/datasets/sem_eval_2018_task_1/discussions)"
] |
4,176 | Very slow between two operations | Hello, in the processing stage, I use two operations. The first one : map + filter, is very fast and it uses the full cores, while the socond step is very slow and did not use full cores.
Also, there is a significant lag between them. Am I missing something ?
```
raw_datasets = raw_datasets.map(split_func... | [
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4,175 | Add WIT Dataset | closes #2981 #2810
@nateraw @hassiahk I've listed you guys as co-author as you've contributed previously to this dataset | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Hi! Coming in late with some context.\r\n\r\nThere are two versions of the WIT dataset:\r\n1. The original source dataset managed by Wikimedia. It has more information, raw image representations, and each row corresponds to an image ... |
4,174 | Fix when map function modifies input in-place | When `function` modifies input in-place, the guarantee that columns in `remove_columns` are contained in `input` doesn't hold true anymore. Therefore we need to relax way we pop elements by checking if that column exists. | [] | {
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4,173 | Stream private zipped images | As mentioned in https://github.com/huggingface/datasets/issues/4139 it's currently not possible to stream private/gated zipped images from the Hub.
This is because `Image.decode_example` does not handle authentication. Indeed decoding requires to access and download the file from the private repository.
In this P... | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"oops looks like some tests are failing sorry, will fix them tomorrow\r\n\r\nEDIT: not today but asap hopefully",
"cc @mariosasko this is ready for review, let me know what you think !"
] |
4,172 | Update assin2 dataset_infos.json | Following comments in https://github.com/huggingface/datasets/issues/4003 we found that it was outdated and casing an error when loading the dataset | [] | {
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4,170 | to_tf_dataset rewrite | This PR rewrites almost all of `to_tf_dataset()`, which makes it kind of hard to list all the changes, but the most critical ones are:
- Much better stability and no more dropping unexpected column names (Sorry @NielsRogge)
- Doesn't clobber custom transforms on the data (Sorry @NielsRogge again)
- Much better han... | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"[Magic is now banned](https://www.youtube.com/watch?v=WIn58XoY728#t=36s) by decree of @sgugger. This is honestly much cleaner, and the functionality will make much more sense in `transformers` anyway!",
"@gante I renamed the defaul... |
4,169 | Timit_asr dataset cannot be previewed recently | ## Dataset viewer issue for '*timit_asr*'
**Link:** *https://huggingface.co/datasets/timit_asr*
Issue: The timit-asr dataset cannot be previewed recently.
Am I the one who added this dataset ? Yes-No
No | [] | {
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"Thanks for reporting. The bug has already been detected, and we hope to fix it soon.",
"TIMIT is now a dataset that requires manual download, see #4145 \r\n\r\nTherefore it might take a bit more time to fix it",
"> TIMIT is now a dataset that requires manual download, see #4145\r\n> \r\n> Therefore it might ta... |
4,168 | Add code examples to API docs | This PR adds code examples for functions related to the base Datasets class to highlight usage. Most of the examples use the `rotten_tomatoes` dataset since it is nice and small. Several things I would appreciate feedback on:
- Do you think it is clearer to make every code example fully reproducible so when users co... | [
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"> Do you think it is clearer to make every code example fully reproducible so when users copy the code they can actually run it and get an output? This seems quite repetitive - maybe even unnecessary - but it is definitely clearer.\r... |
4,167 | Avoid rate limit in update hub repositories | use http.extraHeader to avoid rate limit | [] | {
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"I also set GIT_LFS_SKIP_SMUDGE=1 to speed up git clones",
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4,166 | Fix exact match | Clarify docs and add clarifying example to the exact_match metric | [] | {
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4,165 | Fix google bleu typos, examples | null | [] | {
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4,164 | Fix duplicate key in multi_news | To merge after this job succeeded: https://github.com/huggingface/datasets/runs/6012207928 | [] | {
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4,163 | Optional Content Warning for Datasets | **Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is.
We now have hate speech datasets on the hub, like this one: https://huggingface.co/datasets/HannahRoseKirk/HatemojiBuild
I'm wondering if there is an option to select a content warning messa... | [
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"Hi! You can use the `extra_gated_prompt` YAML field in a dataset card for displaying custom messages/warnings that the user must accept before gaining access to the actual dataset. This option also keeps the viewer hidden until the user agrees to terms. ",
"Hi @mariosasko, thanks for explaining how to add this f... |
4,162 | Add Conceptual 12M | null | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Looks like your dummy_data.zip file is not in the right location ;)\r\ndatasets/datasets/conceptual_12m/dummy/default/0.0.0/dummy_data.zip\r\n->\r\ndatasets/conceptual_12m/dummy/default/0.0.0/dummy_data.zip"
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4,161 | Add Visual Genome | null | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Hum there seems to be some issues with tasks in test:\r\n - some tasks don't fit anything in `tasks.json`. Do I remove them in `task_categories`?\r\n - some tasks should exist, typically `visual-question-answering` (https://github.co... |
4,160 | RGBA images not showing | ## Dataset viewer issue for ceyda/smithsonian_butterflies_transparent
[**Link:** *link to the dataset viewer page*](https://huggingface.co/datasets/ceyda/smithsonian_butterflies_transparent)
Am I the... | [
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"Thanks for reporting. It's a known issue, and we hope to fix it soon.",
"Fixed, thanks!"
] |
4,159 | Add `TruthfulQA` dataset | null | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Bump. (I'm not sure which reviewer to `@` but, previously, @lhoestq has been very helpful 🤗 )"
] |
4,158 | Add AUC ROC Metric | null | [] | {
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4,157 | Fix formatting in BLEU metric card | Fix #4148 | [] | {
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4,156 | Adding STSb-TR dataset | Semantic Textual Similarity benchmark Turkish (STSb-TR) dataset introduced in our paper [Semantic Similarity Based Evaluation for Abstractive News Summarization](https://aclanthology.org/2021.gem-1.3.pdf) added. | [
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"Thanks for your contribution, @figenfikri.\r\n\r\nWe are removing the dataset scripts from this GitHub repo and moving them to the Hugging Face Hub: https://huggingface.co/datasets\r\n\r\nWe would suggest you create this dataset there. Please, feel free to tell us if you need some help."
] |
4,155 | Make HANS dataset streamable | Fix #4133 | [] | {
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4,154 | Generate tasks.json taxonomy from `huggingface_hub` | null | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Ok recomputed the json file, this should be ready to review now! @lhoestq ",
"Note: the generated JSON from `hf/hub-docs` can be found in the output of a GitHub Action run on that repo, for instance in https://github.com/huggingfac... |
4,153 | Adding Text-based NP Enrichment (TNE) dataset | Added the [TNE](https://github.com/yanaiela/TNE) dataset to the library | [] | {
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"Hey @lhoestq, can you please have a look? 🙏",
"Great, thanks again @lhoestq! I think we're good to go now",
"Done"
] |
4,152 | ArrayND error in pyarrow 5 | As found in https://github.com/huggingface/datasets/pull/3903, The ArrayND features fail on pyarrow 5:
```python
import pyarrow as pa
from datasets import Array2D
from datasets.table import cast_array_to_feature
arr = pa.array([[[0]]])
feature_type = Array2D(shape=(1, 1), dtype="int64")
cast_array_to_feature(a... | [] | {
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"Where do we bump the required pyarrow version? Any inputs on how I fix this issue? ",
"We need to bump it in `setup.py` as well as update some CI job to use pyarrow 6 instead of 5 in `.circleci/config.yaml` and `.github/workflows/benchmarks.yaml`"
] |
4,151 | Add missing label for emotion description | null | [] | {
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4,150 | Inconsistent splits generation for datasets without loading script (packaged dataset puts everything into a single split) | ## Describe the bug
Splits for dataset loaders without scripts are prepared inconsistently. I think it might be confusing for users.
## Steps to reproduce the bug
* If you load a packaged datasets from Hub, it infers splits from directory structure / filenames (check out the data [here](https://huggingface.co/data... | [
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4,149 | load_dataset for winoground returning decoding error | ## Describe the bug
I am trying to use datasets to load winoground and I'm getting a JSON decoding error.
## Steps to reproduce the bug
```python
from datasets import load_dataset
token = 'hf_XXXXX' # my HF access token
datasets = load_dataset('facebook/winoground', use_auth_token=token)
```
## Expected res... | [
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"I thought I had fixed it with this after some helpful hints from @severo\r\n```python\r\nimport datasets \r\ntoken = 'hf_XXXXX'\r\ndataset = datasets.load_dataset(\r\n 'facebook/winoground', \r\n name='facebook--winoground', \r\n split='train', \r\n streaming=True,\r\n use_auth_token=token,\r\n)\r\n... |
4,148 | fix confusing bleu metric example | **Is your feature request related to a problem? Please describe.**
I would like to see the example in "Metric Card for BLEU" changed.
The 0th element in the predictions list is not closed in square brackets, and the 1st list is missing a comma.
The BLEU score are calculated correctly, but it is difficult to understa... | [
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4,147 | Adjust path to datasets tutorial in How-To | The link in the How-To overview page to the Datasets tutorials is currently broken. This is just a small adjustment to make it match the format used in https://github.com/huggingface/datasets/blob/master/docs/source/tutorial.md.
(Edit to add: The link in the PR deployment (https://moon-ci-docs.huggingface.co/docs/da... | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] |
4,146 | SAMSum dataset viewer not working | ## Dataset viewer issue for '*name of the dataset*'
**Link:** *link to the dataset viewer page*
*short description of the issue*
Am I the one who added this dataset ? Yes-No
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"https://huggingface.co/datasets/samsum\r\n\r\n```\r\nStatus code: 400\r\nException: ValueError\r\nMessage: Cannot seek streaming HTTP file\r\n```",
"Currently, only the datasets that can be streamed support the dataset viewer. Maybe @lhoestq @albertvillanova or @mariosasko could give more details abo... |
4,145 | Redirect TIMIT download from LDC | LDC data is protected under US copyright laws and under various legal agreements between the Linguistic Data Consortium/the University of Pennsylvania and data providers which prohibit redistribution of that data by anyone other than LDC. Similarly, LDC's membership agreements, non-member user agreement and various cor... | [] | {
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"merged_at": "2022-04-13T15:33... | true | [
"CI is failing because some tags are outdated, but they're fixed in #4067 ",
"_The documentation is not available anymore as the PR was closed or merged._",
"We may do a release pretty soon (today ?), let me know if it's fine to include it in the new release",
"Fine to include this change!"
] |
4,144 | Fix splits in local packaged modules, local datasets without script and hub datasets without script | fixes #4150
I suggest to infer splits structure from files when `data_dir` is passed with `get_patterns_locally`, analogous to what's done in `LocalDatasetModuleFactoryWithoutScript` with `self.path`, instead of generating files with `data_dir/**` patterns and putting them all into a single default (train) split.
... | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Thanks !\r\nI'm in favor of this change, even though it's a breaking change:\r\n\r\nif you had a dataset\r\n```\r\ndata/\r\n train.csv\r\n test.csv\r\n```\r\n\r\nthen running this code would now return both train and test splits:\r... |
4,143 | Unable to download `Wikepedia` 20220301.en version | ## Describe the bug
Unable to download `Wikepedia` dataset, 20220301.en version
## Steps to reproduce the bug
```python
!pip install apache_beam mwparserfromhell
dataset_wikipedia = load_dataset("wikipedia", "20220301.en")
```
## Actual results
```
ValueError: BuilderConfig 20220301.en not found.
Avail... | [
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"Hi! We've recently updated the Wikipedia script, so these changes are only available on master and can be fetched as follows:\r\n```python\r\ndataset_wikipedia = load_dataset(\"wikipedia\", \"20220301.en\", revision=\"master\")\r\n```",
"Hi, how can I load the previous \"20200501.en\" version of wikipedia which ... |
4,142 | Add ObjectFolder 2.0 dataset | ## Adding a Dataset
- **Name:** ObjectFolder 2.0
- **Description:** ObjectFolder 2.0 is a dataset of 1,000 objects in the form of implicit representations. It contains 1,000 Object Files each containing the complete multisensory profile for an object instance.
- **Paper:** [*link to the dataset paper if available*](... | [
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"Datasets are not tracked in this repository anymore."
] |
4,141 | Why is the dataset not visible under the dataset preview section? | ## Dataset viewer issue for '*name of the dataset*'
**Link:** *link to the dataset viewer page*
*short description of the issue*
Am I the one who added this dataset ? Yes-No
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4,140 | Error loading arxiv data set | ## Describe the bug
A clear and concise description of what the bug is.
I met the error below when loading arxiv dataset via `nlp.load_dataset('scientific_papers', 'arxiv',)`.
```
Traceback (most recent call last):
File "scripts/summarization.py", line 354, in <module>
main(args)
File "scripts/summari... | [
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"Hi! I think this error may be related to using an older version of the library. I was able to load the dataset without any issues using the latest version of `datasets`. Can you upgrade to the latest version of `datasets` and try again? :)",
"Hi! As @stevhliu suggested, to fix the issue, update the lib to the n... |
4,139 | Dataset viewer issue for Winoground | ## Dataset viewer issue for 'Winoground'
**Link:** [*link to the dataset viewer page*](https://huggingface.co/datasets/facebook/winoground/viewer/facebook--winoground/train)
*short description of the issue*
Getting 401, message='Unauthorized'
The dataset is subject to authorization, but I can access the files f... | [
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"related (same dataset): https://github.com/huggingface/datasets/issues/4149. But the issue is different. Looking at it",
"I thought this issue was related to the error I was seeing, but upon consideration I'd think the dataset viewer would return a 500 (unable to create the split like me) or a 404 (unable to loa... |
4,138 | Incorrect Russian filenames encoding after extraction by datasets.DownloadManager.download_and_extract() | ## Dataset viewer issue for 'MalakhovIlya/RuREBus'
**Link:** https://huggingface.co/datasets/MalakhovIlya/RuREBus
**Description**
Using os.walk(topdown=False) in DatasetBuilder causes following error:
Status code: 400
Exception: TypeError
Message: xwalk() got an unexpected keyword argument 'topdow... | [] | {
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"To reproduce:\r\n\r\n```python\r\n>>> import datasets\r\n>>> datasets.get_dataset_split_names('MalakhovIlya/RuREBus', config_name='raw_txt')\r\nTraceback (most recent call last):\r\n File \"/home/slesage/hf/datasets-preview-backend/.venv/lib/python3.9/site-packages/datasets/inspect.py\", line 280, in get_dataset_... |
4,137 | Add single dataset citations for TweetEval | This PR adds single data citations as per request of the original creators of the TweetEval dataset.
This is a recent email from the creator:
> Could I ask you a favor? Would you be able to add at the end of the README the citations of the single datasets as well? You can just copy our readme maybe? https://githu... | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"The `test_dataset_cards` method is failing with the error:\r\n\r\n```\r\nif error_messages:\r\n> raise ValueError(\"\\n\".join(error_messages))\r\nE ValueError: The following issues have been found in the dataset ... |
4,135 | Support streaming xtreme dataset for PAN-X config | Support streaming xtreme dataset for PAN-X config. | [] | {
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4,134 | ELI5 supporting documents | if i am using dense search to create supporting documents for eli5 how much time it will take bcz i read somewhere that it takes about 18 hrs?? | [
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"Hi ! Please post your question on the [forum](https://discuss.huggingface.co/), more people will be able to help you there ;)"
] |
4,133 | HANS dataset preview broken | ## Dataset viewer issue for '*hans*'
**Link:** [https://huggingface.co/datasets/hans](https://huggingface.co/datasets/hans)
HANS dataset preview is broken with error 400
Am I the one who added this dataset ? No
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"The dataset cannot be loaded, be it in normal or streaming mode.\r\n\r\n```python\r\n>>> import datasets\r\n>>> dataset=datasets.load_dataset(\"hans\", split=\"train\", streaming=True)\r\n>>> next(iter(dataset))\r\nTraceback (most recent call last):\r\n File \"<stdin>\", line 1, in <module>\r\n File \"/home/sles... |
4,132 | Support streaming xtreme dataset for PAWS-X config | Support streaming xtreme dataset for PAWS-X config. | [] | {
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4,131 | Support streaming xtreme dataset for udpos config | Support streaming xtreme dataset for udpos config. | [] | {
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4,130 | Add SBU Captions Photo Dataset | null | [] | {
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4,129 | dataset metadata for reproducibility | When pulling a dataset from the hub, it would be useful to have some metadata about the specific dataset and version that is used. The metadata could then be passed to the `Trainer` which could then be saved to a model card. This is useful for people who run many experiments on different versions (commits/branches) of ... | [
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"+1 on this idea. This could be powerful for helping better track datasets used for model training and help with automatic model card creation. \r\n\r\nOne possible way of doing this would be to store some/most/all the arguments passed to `load_dataset` if a hub id is passed. i.e. store the Hub ID, configuration, e... |
4,128 | More robust `cast_to_python_objects` in `TypedSequence` | Adds a fallback to run an expensive version of `cast_to_python_objects` which exhaustively checks entire lists to avoid the `ArrowInvalid: Could not convert` error in `TypedSequence`. Currently, this error can happen in situations where only some images are decoded in `map`, in which case `cast_to_python_objects` fails... | [] | {
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"_The documentation is not available anymore as the PR was closed or merged._"
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4,127 | Add configs with processed data in medical_dialog dataset | There exist processed data files that do not require parsing the raw data files (which can take long time).
Fix #4122. | [] | {
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4,126 | dataset viewer issue for common_voice | ## Dataset viewer issue for 'common_voice'
**Link:** https://huggingface.co/datasets/common_voice
Server Error
Status code: 400
Exception: TypeError
Message: __init__() got an unexpected keyword argument 'audio_column'
Am I the one who added this dataset ? No
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"Yes, it's a known issue, and we expect to fix it soon.",
"Fixed.\r\n\r\n<img width=\"1393\" alt=\"Capture d’écran 2022-04-25 à 15 42 05\" src=\"https://user-images.githubusercontent.com/1676121/165101176-d729d85b-efff-45a8-bad1-b69223edba5f.png\">\r\n"
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4,125 | BIG-bench | This PR adds all BIG-bench json tasks to huggingface/datasets. | [] | {
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"> It looks like the CI is failing on windows because our windows CI is unable to clone the bigbench repository (maybe it has to do with filenames that are longer than 256 characters, which windows don't like). Could the smaller installation of bigbench via pip solve this issue ?\r\n> Otherwise we can see how to re... |
4,124 | Image decoding often fails when transforming Image datasets | ## Describe the bug
When transforming/modifying images in an image dataset using the `map` function the PIL images often fail to decode in time for the image transforms, causing errors.
Using a debugger it is easy to see what the problem is, the Image decode invocation does not take place and the resulting image pa... | [
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"A quick hack I have found is that we can call the image first before running the transforms and it makes sure the image is decoded before being passed on.\r\n\r\nFor this I just needed to add `example['img'] = example['img']` to the top of my `generate_flipped_data` function, defined above, so that image decode in... |
4,123 | Building C4 takes forever | ## Describe the bug
C4-en is a 300 GB dataset. However, when I try to download it through the hub it takes over _six hours_ to generate the train/test split from the downloaded files. This is an absurd amount of time and an unnecessary waste of resources.
## Steps to reproduce the bug
```python
c4 = datasets.load... | [
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"Hi @StellaAthena, thanks for reporting.\r\n\r\nPlease note, that our `datasets` library performs several operations in order to load a dataset, among them:\r\n- it downloads all the required files: for C4 \"en\", 378.69 GB of JSON GZIPped files\r\n- it parses their content to generate the dataset\r\n- it caches th... |
4,122 | medical_dialog zh has very slow _generate_examples | ## Describe the bug
After downloading the files from Google Drive, `load_dataset("medical_dialog", "zh", data_dir="./")` takes an unreasonable amount of time. Generating the train/test split for 33% of the dataset takes over 4.5 hours.
## Steps to reproduce the bug
The easiest way I've found to download files from... | [
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"Hi @nbroad1881, thanks for reporting.\r\n\r\nLet me have a look to try to improve its performance. ",
"Thanks @nbroad1881 for reporting! I don't recall it taking so long. I will also have a look at this. \r\n@albertvillanova please let me know if I am doing something unnecessary or time consuming.",
"Hi @nbro... |
4,121 | datasets.load_metric can not load a local metirc | ## Describe the bug
No matter how I hard try to tell load_metric that I want to load a local metric file, it still continues to fetch things on the Internet. And unfortunately it says 'ConnectionError: Couldn't reach'. However I can download this file without connectionerror and tell load_metric its local directory. A... | [
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"name": "bug",
"color": "d73a4a",
"default": true,
"description": "Something isn't working"
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"Hello, could you tell me how this issue can be fixed? I'm coming across the same issue."
] |
4,120 | Representing dictionaries (json) objects as features | In the process of adding a new dataset to the hub, I stumbled upon the inability to represent dictionaries that contain different key names, unknown in advance (and may differ between samples), original asked in the [forum](https://discuss.huggingface.co/t/representing-nested-dictionary-with-different-keys/16442).
F... | [
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"name": "enhancement",
"color": "a2eeef",
"default": true,
"description": "New feature or request"
}
] | {
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} | false | [] |
4,119 | Hotfix failing CI tests on Windows | This PR makes a hotfix for our CI Windows tests: https://app.circleci.com/pipelines/github/huggingface/datasets/11092/workflows/9cfdb1dd-0fec-4fe0-8122-5f533192ebdc/jobs/67414
Fix #4118
I guess this issue is related to this PR:
- huggingface/huggingface_hub#815 | [] | {
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"html_url": "https://github.com/huggingface/datasets/pull/4119",
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"patch_url": "https://github.com/huggingface/datasets/pull/4119.patch",
"merged_at": "2022-04-07T07:57... | true | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
4,118 | Failing CI tests on Windows | ## Describe the bug
Our CI Windows tests are failing from yesterday: https://app.circleci.com/pipelines/github/huggingface/datasets/11092/workflows/9cfdb1dd-0fec-4fe0-8122-5f533192ebdc/jobs/67414
| [
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"color": "d73a4a",
"default": true,
"description": "Something isn't working"
}
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4,117 | AttributeError: module 'huggingface_hub' has no attribute 'hf_api' | ## Describe the bug
Could you help me please. I got this following error.
AttributeError: module 'huggingface_hub' has no attribute 'hf_api'
## Steps to reproduce the bug
when I imported the datasets
# Sample code to reproduce the bug
from datasets import list_datasets, load_dataset, list_metrics, load_metr... | [
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"color": "d73a4a",
"default": true,
"description": "Something isn't working"
}
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"Hi @arymbe, thanks for reporting.\r\n\r\nUnfortunately, I'm not able to reproduce your problem.\r\n\r\nCould you please write the complete stack trace? That way we will be able to see which package originates the exception.",
"Hello, thank you for your fast replied. this is the complete error that I got\r\n\r\n-... |
4,116 | Pretty print dataset info files | Adds indentation to the `dataset_infos.json` file when saving for nicer diffs.
(suggested by @julien-c)
This PR also updates the info files of the GH datasets. Note that this change adds more than **10 MB** to the repo size (the total file size before the change: 29.672298 MB, after: 41.666475 MB), so I'm not sur... | [] | {
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"merged_at": "2022-04-08T11:21... | true | [
"maybe just do it from now on no? (i.e. not for existing `dataset_infos.json` files)",
"_The documentation is not available anymore as the PR was closed or merged._",
"> maybe just do it from now on no? (i.e. not for existing dataset_infos.json files)\r\n\r\nYes, or do this only for datasets created with `push_... |
4,115 | ImageFolder add option to ignore some folders like '.ipynb_checkpoints' | **Is your feature request related to a problem? Please describe.**
I sometimes like to peek at the dataset images from jupyterlab. thus '.ipynb_checkpoints' folder appears where my dataset is and (just realized) leads to accidental duplicate image additions. I think this is an easy enough thing to miss especially if t... | [
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"color": "a2eeef",
"default": true,
"description": "New feature or request"
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"Maybe it would be nice to ignore private dirs like this one (ones starting with `.`) by default. \r\n\r\nCC @mariosasko ",
"Maybe we can add a `ignore_hidden_files` flag to the builder configs of our packaged loaders (to be consistent across all of them), wdyt @lhoestq @albertvillanova? ",
"I think they should... |
4,114 | Allow downloading just some columns of a dataset | **Is your feature request related to a problem? Please describe.**
Some people are interested in doing label analysis of a CV dataset without downloading all the images. Downloading the whole dataset does not always makes sense for this kind of use case
**Describe the solution you'd like**
Be able to just download... | [
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"In the general case you can’t always reduce the quantity of data to download, since you can’t parse CSV or JSON data without downloading the whole files right ? ^^ However we could explore this case-by-case I guess",
"Actually for csv pandas has `usecols` which allows loading a subset of columns in a more effici... |
4,113 | Multiprocessing with FileLock fails in python 3.9 | On python 3.9, this code hangs:
```python
from multiprocessing import Pool
from filelock import FileLock
def run(i):
print(f"got the lock in multi process [{i}]")
with FileLock("tmp.lock"):
with Pool(2) as pool:
pool.map(run, range(2))
```
This is because the subprocesses try to ac... | [
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"Closing this one because it must be used this way actually:\r\n```python\r\ndef main():\r\n with FileLock(\"tmp.lock\"):\r\n with Pool(2) as pool:\r\n pool.map(run, range(2))\r\n\r\nif __name__ == \"__main__\":\r\n main()\r\n```"
] |
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