url stringlengths 58 61 | number int64 1 8.23k | title stringlengths 1 290 | body stringlengths 0 228k ⌀ | state stringclasses 2
values | created_at timestamp[s]date 2020-04-14 10:18:02 2026-05-30 09:38:59 | comments_url stringlengths 67 70 | pull_request dict | is_pull_request bool 2
classes | text stringlengths 2 228k | comments listlengths 0 30 |
|---|---|---|---|---|---|---|---|---|---|---|
https://api.github.com/repos/huggingface/datasets/issues/5928 | 5,928 | Fix link to quickstart docs in README.md | null | closed | 2023-06-06T15:23:01 | https://api.github.com/repos/huggingface/datasets/issues/5928/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5928",
"html_url": "https://github.com/huggingface/datasets/pull/5928",
"diff_url": "https://github.com/huggingface/datasets/pull/5928.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5928.patch",
"merged_at": "2023-06-06T15:43... | true | Fix link to quickstart docs in README.md
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5927 | 5,927 | `IndexError` when indexing `Sequence` of `Array2D` with `None` values | ### Describe the bug
Having `None` values in a `Sequence` of `ArrayND` fails.
### Steps to reproduce the bug
```python
from datasets import Array2D, Dataset, Features, Sequence
data = [
[
[[0]],
None,
None,
]
]
feature = Sequence(Array2D((1, 1), dtype="int64"))
dataset =... | closed | 2023-06-06T14:36:22 | https://api.github.com/repos/huggingface/datasets/issues/5927/comments | null | false | `IndexError` when indexing `Sequence` of `Array2D` with `None` values
### Describe the bug
Having `None` values in a `Sequence` of `ArrayND` fails.
### Steps to reproduce the bug
```python
from datasets import Array2D, Dataset, Features, Sequence
data = [
[
[[0]],
None,
None,
... | [
"Easy fix would be to add:\r\n\r\n```python\r\nnull_indices -= np.arange(len(null_indices))\r\n```\r\n\r\nbefore L279, but I'm not sure it's the most intuitive way to fix it.",
"Same issue here:\r\n\r\nhttps://github.com/huggingface/datasets/blob/7fcbe5b1575c8d162b65b9397b3dfda995a4e048/src/datasets/features/feat... |
https://api.github.com/repos/huggingface/datasets/issues/5926 | 5,926 | Uncaught exception when generating the splits from a dataset that miss data | ### Describe the bug
Dataset https://huggingface.co/datasets/blog_authorship_corpus has an issue with its hosting platform, since https://drive.google.com/u/0/uc?id=1cGy4RNDV87ZHEXbiozABr9gsSrZpPaPz&export=download returns 404 error.
But when trying to generate the split names, we get an exception which is now corr... | open | 2023-06-06T13:51:01 | https://api.github.com/repos/huggingface/datasets/issues/5926/comments | null | false | Uncaught exception when generating the splits from a dataset that miss data
### Describe the bug
Dataset https://huggingface.co/datasets/blog_authorship_corpus has an issue with its hosting platform, since https://drive.google.com/u/0/uc?id=1cGy4RNDV87ZHEXbiozABr9gsSrZpPaPz&export=download returns 404 error.
But wh... | [
"Thanks for reporting, @severo.\r\n\r\nThis is a known issue with `fsspec`:\r\n- #5862\r\n- https://github.com/fsspec/filesystem_spec/issues/1265"
] |
https://api.github.com/repos/huggingface/datasets/issues/5925 | 5,925 | Breaking API change in datasets.list_datasets caused by change in HfApi.list_datasets | ### Describe the bug
Hi all,
after an update of the `datasets` library, we observer crashes in our code. We relied on `datasets.list_datasets` returning a `list`. Now, after the API of the HfApi.list_datasets was changed and it returns a `list` instead of an `Iterable`, the `datasets.list_datasets` now sometimes re... | closed | 2023-06-05T14:46:04 | https://api.github.com/repos/huggingface/datasets/issues/5925/comments | null | false | Breaking API change in datasets.list_datasets caused by change in HfApi.list_datasets
### Describe the bug
Hi all,
after an update of the `datasets` library, we observer crashes in our code. We relied on `datasets.list_datasets` returning a `list`. Now, after the API of the HfApi.list_datasets was changed and it re... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5924 | 5,924 | Add parallel module using joblib for Spark | Discussion in https://github.com/huggingface/datasets/issues/5798 | closed | 2023-06-02T22:25:25 | https://api.github.com/repos/huggingface/datasets/issues/5924/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5924",
"html_url": "https://github.com/huggingface/datasets/pull/5924",
"diff_url": "https://github.com/huggingface/datasets/pull/5924.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5924.patch",
"merged_at": "2023-06-14T10:15... | true | Add parallel module using joblib for Spark
Discussion in https://github.com/huggingface/datasets/issues/5798 | [
"Hi @lhoestq, I added the `parallel` part according to the discussion we had. Could you take a look to see if this is aligned with your proposal?\r\n\r\nMeanwhile I'm working on adding a `parallel_backend` parameter to `load_datasets` so that it can be used like:\r\n```python\r\nwith parallel_backend('spark', steps... |
https://api.github.com/repos/huggingface/datasets/issues/5923 | 5,923 | Cannot import datasets - ValueError: pyarrow.lib.IpcWriteOptions size changed, may indicate binary incompatibility | ### Describe the bug
When trying to import datasets, I get a pyarrow ValueError:
Traceback (most recent call last):
File "/Users/edward/test/test.py", line 1, in <module>
import datasets
File "/Users/edward/opt/anaconda3/envs/cs235/lib/python3.9/site-packages/datasets/__init__.py", line 43, in <module>... | closed | 2023-06-02T04:16:32 | https://api.github.com/repos/huggingface/datasets/issues/5923/comments | null | false | Cannot import datasets - ValueError: pyarrow.lib.IpcWriteOptions size changed, may indicate binary incompatibility
### Describe the bug
When trying to import datasets, I get a pyarrow ValueError:
Traceback (most recent call last):
File "/Users/edward/test/test.py", line 1, in <module>
import datasets
F... | [
"Based on https://github.com/rapidsai/cudf/issues/10187, this probably means your `pyarrow` installation is not compatible with `datasets`.\r\n\r\nCan you please execute the following commands in the terminal and paste the output here?\r\n```\r\nconda list | grep arrow\r\n``` \r\n```\r\npython -c \"import pyarrow; ... |
https://api.github.com/repos/huggingface/datasets/issues/5922 | 5,922 | Length of table does not accurately reflect the split | ### Describe the bug
I load a Huggingface Dataset and do `train_test_split`. I'm expecting the underlying table for the dataset to also be split, but it's not.
### Steps to reproduce the bug
### Expected behavior... | closed | 2023-06-01T18:56:26 | https://api.github.com/repos/huggingface/datasets/issues/5922/comments | null | false | Length of table does not accurately reflect the split
### Describe the bug
I load a Huggingface Dataset and do `train_test_split`. I'm expecting the underlying table for the dataset to also be split, but it's not.
### Steps to reproduce the bug
![image](https://github.com/huggingface/datasets/assets/8068268/83e5768f... | [
"As already replied by @lhoestq (private channel):\r\n> `.train_test_split` (as well as `.shard`, `.select`) doesn't create a new arrow table to save time and disk space. Instead, it uses an indices mapping on top of the table that locate which examples are part of train or test.",
"This is an optimization that w... |
https://api.github.com/repos/huggingface/datasets/issues/5921 | 5,921 | Fix streaming parquet with image feature in schema | It was not reading the feature type from the parquet arrow schema | closed | 2023-06-01T15:23:10 | https://api.github.com/repos/huggingface/datasets/issues/5921/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5921",
"html_url": "https://github.com/huggingface/datasets/pull/5921",
"diff_url": "https://github.com/huggingface/datasets/pull/5921.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5921.patch",
"merged_at": "2023-06-02T09:53... | true | Fix streaming parquet with image feature in schema
It was not reading the feature type from the parquet arrow schema | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5920 | 5,920 | Optimize IterableDataset.from_file using ArrowExamplesIterable | following https://github.com/huggingface/datasets/pull/5893 | closed | 2023-06-01T12:14:36 | https://api.github.com/repos/huggingface/datasets/issues/5920/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5920",
"html_url": "https://github.com/huggingface/datasets/pull/5920",
"diff_url": "https://github.com/huggingface/datasets/pull/5920.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5920.patch",
"merged_at": "2023-06-01T12:35... | true | Optimize IterableDataset.from_file using ArrowExamplesIterable
following https://github.com/huggingface/datasets/pull/5893 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5919 | 5,919 | add support for storage_options for load_dataset API | to solve the issue in #5880
1. add s3 support in the link check step, previous we only check `http` and `https`,
2. change the parameter of `use_auth_token` to `download_config` to support both `storage_options` and `use_auth_token` parameter when trying to handle(list, open, read, etc,.) the remote files.
3... | closed | 2023-06-01T05:52:32 | https://api.github.com/repos/huggingface/datasets/issues/5919/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5919",
"html_url": "https://github.com/huggingface/datasets/pull/5919",
"diff_url": "https://github.com/huggingface/datasets/pull/5919.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5919.patch",
"merged_at": null
} | true | add support for storage_options for load_dataset API
to solve the issue in #5880
1. add s3 support in the link check step, previous we only check `http` and `https`,
2. change the parameter of `use_auth_token` to `download_config` to support both `storage_options` and `use_auth_token` parameter when trying to h... | [
"hi @lhoestq,\r\nI saw some errors in my test and found all the failed reasons are `FileNotFoundError` about `test_load_streaming_private_dataset_with_zipped_data` and `test_load_dataset_private_zipped_images` in `test_load.py `, I run pytest on my own Wins and Ubuntu system all the test in `test_load.py ` are suc... |
https://api.github.com/repos/huggingface/datasets/issues/5918 | 5,918 | File not found for audio dataset | ### Describe the bug
After loading an audio dataset, and looking at a sample entry, the `path` element, which is supposed to be the path to the audio file, doesn't actually exist.
### Steps to reproduce the bug
Run bug.py:
```py
import os.path
from datasets import load_dataset
def run() -> None:
cv1... | open | 2023-06-01T02:15:29 | https://api.github.com/repos/huggingface/datasets/issues/5918/comments | null | false | File not found for audio dataset
### Describe the bug
After loading an audio dataset, and looking at a sample entry, the `path` element, which is supposed to be the path to the audio file, doesn't actually exist.
### Steps to reproduce the bug
Run bug.py:
```py
import os.path
from datasets import load_datas... | [
"load_dataset () did not work for loading local files either ",
"Running into a similar issue:\n```\nlibrispeech_test = load_dataset(\"librispeech\", split=\"validation.clean\")\nprint(librispeech_test[0])\n\n{'audio': {'path': '/Users/atronchinjames/.cache/huggingface/datasets/downloads/extracted/991033b10b2fdbb... |
https://api.github.com/repos/huggingface/datasets/issues/5917 | 5,917 | Refactor extensions | Related to:
- #5850 | closed | 2023-05-31T08:33:02 | https://api.github.com/repos/huggingface/datasets/issues/5917/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5917",
"html_url": "https://github.com/huggingface/datasets/pull/5917",
"diff_url": "https://github.com/huggingface/datasets/pull/5917.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5917.patch",
"merged_at": "2023-05-31T13:25... | true | Refactor extensions
Related to:
- #5850 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5916 | 5,916 | Unpin responses | Fix #5906 | closed | 2023-05-30T14:59:48 | https://api.github.com/repos/huggingface/datasets/issues/5916/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5916",
"html_url": "https://github.com/huggingface/datasets/pull/5916",
"diff_url": "https://github.com/huggingface/datasets/pull/5916.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5916.patch",
"merged_at": "2023-05-30T17:53... | true | Unpin responses
Fix #5906 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5915 | 5,915 | Raise error in `DatasetBuilder.as_dataset` when `file_format` is not `"arrow"` | Raise an error in `DatasetBuilder.as_dataset` when `file_format != "arrow"` (and fix the docstring)
Fix #5874 | closed | 2023-05-30T14:27:55 | https://api.github.com/repos/huggingface/datasets/issues/5915/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5915",
"html_url": "https://github.com/huggingface/datasets/pull/5915",
"diff_url": "https://github.com/huggingface/datasets/pull/5915.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5915.patch",
"merged_at": "2023-05-31T13:23... | true | Raise error in `DatasetBuilder.as_dataset` when `file_format` is not `"arrow"`
Raise an error in `DatasetBuilder.as_dataset` when `file_format != "arrow"` (and fix the docstring)
Fix #5874 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5914 | 5,914 | array is too big; `arr.size * arr.dtype.itemsize` is larger than the maximum possible size in Datasets | ### Describe the bug
When using the `filter` or `map` function to preprocess a dataset, a ValueError is encountered with the error message "array is too big; arr.size * arr.dtype.itemsize is larger than the maximum possible size."
Detailed error message:
Traceback (most recent call last):
File "data_processing... | open | 2023-05-30T04:25:00 | https://api.github.com/repos/huggingface/datasets/issues/5914/comments | null | false | array is too big; `arr.size * arr.dtype.itemsize` is larger than the maximum possible size in Datasets
### Describe the bug
When using the `filter` or `map` function to preprocess a dataset, a ValueError is encountered with the error message "array is too big; arr.size * arr.dtype.itemsize is larger than the maximum p... | [
"Was a fix for this identified?",
"> Was a fix for this identified?\r\n\r\nHi @pranav-sridhar \r\nHave you encountered a similar issue with this dataset?\r\nI’ve modified the dataset construction script to address the problem. Feel free to use this updated version to avoid the issue.\r\n\r\n[Ericwang/samromur_chi... |
https://api.github.com/repos/huggingface/datasets/issues/5913 | 5,913 | I tried to load a custom dataset using the following statement: dataset = load_dataset('json', data_files=data_files). The dataset contains 50 million text-image pairs, but an error occurred. | ### Describe the bug
File "/home/kas/.conda/envs/diffusers/lib/python3.7/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
Downloading and preparing dataset json/default to /home/kas/diffusers/examples/dreambooth/cache_data/datasets/json/default-acf423d8c6ef99d0/0.0.0/e347ab1c932092252e717ff3f94... | closed | 2023-05-30T02:55:26 | https://api.github.com/repos/huggingface/datasets/issues/5913/comments | null | false | I tried to load a custom dataset using the following statement: dataset = load_dataset('json', data_files=data_files). The dataset contains 50 million text-image pairs, but an error occurred.
### Describe the bug
File "/home/kas/.conda/envs/diffusers/lib/python3.7/site-packages/datasets/builder.py", line 1858, in _pre... | [
"Thanks for reporting, @cjt222.\r\n\r\nWhat is the structure of your JSON files. Please note that it is normally simpler if the data file format is JSON-Lines instead. ",
"> Thanks for reporting, @cjt222.\r\n> \r\n> What is the structure of your JSON files. Please note that it is normally simpler if the data file... |
https://api.github.com/repos/huggingface/datasets/issues/5912 | 5,912 | Missing elements in `map` a batched dataset | ### Describe the bug
As outlined [here](https://discuss.huggingface.co/t/length-error-using-map-with-datasets/40969/3?u=sachin), the following collate function drops 5 out of possible 6 elements in the batch (it is 6 because out of the eight, two are bad links in laion). A reproducible [kaggle kernel ](https://www.kag... | closed | 2023-05-29T08:09:19 | https://api.github.com/repos/huggingface/datasets/issues/5912/comments | null | false | Missing elements in `map` a batched dataset
### Describe the bug
As outlined [here](https://discuss.huggingface.co/t/length-error-using-map-with-datasets/40969/3?u=sachin), the following collate function drops 5 out of possible 6 elements in the batch (it is 6 because out of the eight, two are bad links in laion). A r... | [
"Hi ! in your code batching is **only used within** `map`, to process examples in batch. The dataset itself however is not batched and returns elements one by one.\r\n\r\nTo iterate on batches, you can do\r\n```python\r\nfor batch in dataset.iter(batch_size=8):\r\n ...\r\n```"
] |
https://api.github.com/repos/huggingface/datasets/issues/5910 | 5,910 | Cannot use both set_format and set_transform | ### Describe the bug
I need to process some data using the set_transform method but I also need the data to be formatted for pytorch before processing it.
I don't see anywhere in the documentation something that says that both methods cannot be used at the same time.
### Steps to reproduce the bug
```
from... | closed | 2023-05-27T19:22:23 | https://api.github.com/repos/huggingface/datasets/issues/5910/comments | null | false | Cannot use both set_format and set_transform
### Describe the bug
I need to process some data using the set_transform method but I also need the data to be formatted for pytorch before processing it.
I don't see anywhere in the documentation something that says that both methods cannot be used at the same time.
... | [
"Currently, it's not possible to chain `set_format`/`set_transform` calls (plus, this is a breaking change if we decide to implement it), so I see two possible solutions:\r\n* using `set_format`/`set_transform` for the 1st transform and then passing the transformed example/batch to the 2nd transform\r\n* implementi... |
https://api.github.com/repos/huggingface/datasets/issues/5909 | 5,909 | Use more efficient and idiomatic way to construct list. | Using `*` is ~2X faster according to [benchmark](https://colab.research.google.com/gist/ttsugriy/c964a2604edf70c41911b10335729b6a/for-vs-mult.ipynb) with just 4 patterns. This doesn't matter much since this tiny difference is not going to be noticeable, but why not? | closed | 2023-05-27T18:54:47 | https://api.github.com/repos/huggingface/datasets/issues/5909/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5909",
"html_url": "https://github.com/huggingface/datasets/pull/5909",
"diff_url": "https://github.com/huggingface/datasets/pull/5909.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5909.patch",
"merged_at": "2023-05-31T13:28... | true | Use more efficient and idiomatic way to construct list.
Using `*` is ~2X faster according to [benchmark](https://colab.research.google.com/gist/ttsugriy/c964a2604edf70c41911b10335729b6a/for-vs-mult.ipynb) with just 4 patterns. This doesn't matter much since this tiny difference is not going to be noticeable, but why no... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5908 | 5,908 | Unbearably slow sorting on big mapped datasets | ### Describe the bug
For me, with ~40k lines, sorting took 3.5 seconds on a flattened dataset (including the flatten operation) and 22.7 seconds on a mapped dataset (right after sharding), which is about x5 slowdown. Moreover, it seems like it slows down exponentially with bigger datasets (wasn't able to sort 700k lin... | open | 2023-05-27T11:08:32 | https://api.github.com/repos/huggingface/datasets/issues/5908/comments | null | false | Unbearably slow sorting on big mapped datasets
### Describe the bug
For me, with ~40k lines, sorting took 3.5 seconds on a flattened dataset (including the flatten operation) and 22.7 seconds on a mapped dataset (right after sharding), which is about x5 slowdown. Moreover, it seems like it slows down exponentially wit... | [
"Hi ! `shard` currently returns a slow dataset by default, with examples evenly distributed in the dataset.\r\n\r\nYou can get a fast dataset using `contiguous=True` (which should be the default imo):\r\n\r\n```python\r\ndataset = dataset.shard(10, 0, contiguous=True)\r\n```\r\n\r\nThis way you don't need to flatte... |
https://api.github.com/repos/huggingface/datasets/issues/5907 | 5,907 | Add `flatten_indices` to `DatasetDict` | Add `flatten_indices` to `DatasetDict` for convinience | closed | 2023-05-27T10:55:44 | https://api.github.com/repos/huggingface/datasets/issues/5907/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5907",
"html_url": "https://github.com/huggingface/datasets/pull/5907",
"diff_url": "https://github.com/huggingface/datasets/pull/5907.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5907.patch",
"merged_at": "2023-06-01T11:39... | true | Add `flatten_indices` to `DatasetDict`
Add `flatten_indices` to `DatasetDict` for convinience | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5906 | 5,906 | Could you unpin responses version? | ### Describe the bug
Could you unpin [this](https://github.com/huggingface/datasets/blob/main/setup.py#L139) or move it to test requirements? This is a testing library and we also use it for our tests as well. We do not want to use a very outdated version.
### Steps to reproduce the bug
could not install this librar... | closed | 2023-05-26T20:02:14 | https://api.github.com/repos/huggingface/datasets/issues/5906/comments | null | false | Could you unpin responses version?
### Describe the bug
Could you unpin [this](https://github.com/huggingface/datasets/blob/main/setup.py#L139) or move it to test requirements? This is a testing library and we also use it for our tests as well. We do not want to use a very outdated version.
### Steps to reproduce the... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5905 | 5,905 | Offer an alternative to Iterable Dataset that allows lazy loading and processing while skipping batches efficiently | ### Feature request
I would like a way to resume training from a checkpoint without waiting for a very long time when using an iterable dataset.
### Motivation
I am training models on the speech-recognition task. I have very large datasets that I can't comfortably store on a disk and also quite computationally... | open | 2023-05-26T12:33:02 | https://api.github.com/repos/huggingface/datasets/issues/5905/comments | null | false | Offer an alternative to Iterable Dataset that allows lazy loading and processing while skipping batches efficiently
### Feature request
I would like a way to resume training from a checkpoint without waiting for a very long time when using an iterable dataset.
### Motivation
I am training models on the speech-... | [
"We plan to improve this eventually (see https://github.com/huggingface/datasets/issues/5454 and https://github.com/huggingface/datasets/issues/5380).\r\n\r\n> Is it possible to lazily load samples of a mapped dataset ? I'm used to [dataset scripts](https://huggingface.co/docs/datasets/dataset_script), maybe someth... |
https://api.github.com/repos/huggingface/datasets/issues/5904 | 5,904 | Validate name parameter in make_file_instructions | Validate `name` parameter in `make_file_instructions`.
This way users get more informative error messages, instead of:
```stacktrace
.../huggingface/datasets/src/datasets/arrow_reader.py in make_file_instructions(name, split_infos, instruction, filetype_suffix, prefix_path)
110 name2len = {info.name: info... | closed | 2023-05-26T11:12:46 | https://api.github.com/repos/huggingface/datasets/issues/5904/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5904",
"html_url": "https://github.com/huggingface/datasets/pull/5904",
"diff_url": "https://github.com/huggingface/datasets/pull/5904.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5904.patch",
"merged_at": "2023-05-31T07:34... | true | Validate name parameter in make_file_instructions
Validate `name` parameter in `make_file_instructions`.
This way users get more informative error messages, instead of:
```stacktrace
.../huggingface/datasets/src/datasets/arrow_reader.py in make_file_instructions(name, split_infos, instruction, filetype_suffix, pre... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5903 | 5,903 | Relax `ci.yml` trigger for `pull_request` based on modified paths | ## What's in this PR?
As of a previous PR at #5902, I've seen that the CI was automatically trigger on any file, in that case when modifying a Jupyter Notebook (.ipynb), which IMO could be skipped, as the modification on the Jupyter Notebook has no effect/impact on the `ci.yml` outcome. So this PR controls the paths... | open | 2023-05-26T10:46:52 | https://api.github.com/repos/huggingface/datasets/issues/5903/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5903",
"html_url": "https://github.com/huggingface/datasets/pull/5903",
"diff_url": "https://github.com/huggingface/datasets/pull/5903.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5903.patch",
"merged_at": null
} | true | Relax `ci.yml` trigger for `pull_request` based on modified paths
## What's in this PR?
As of a previous PR at #5902, I've seen that the CI was automatically trigger on any file, in that case when modifying a Jupyter Notebook (.ipynb), which IMO could be skipped, as the modification on the Jupyter Notebook has no ef... | [
"Also this could be extended to the rest of the GitHub Action `yml` files, so let me know whether you want me to have a look into it! 🤗",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5903). All of your documentation changes will be reflected on that endpoint.",
"Maybe ... |
https://api.github.com/repos/huggingface/datasets/issues/5902 | 5,902 | Fix `Overview.ipynb` & detach Jupyter Notebooks from `datasets` repository | ## What's in this PR?
This PR solves #5887 since there was a mismatch between the tokenizer and the model used, since the tokenizer was `bert-base-cased` while the model was `distilbert-base-case` both for the PyTorch and TensorFlow alternatives. Since DistilBERT doesn't use/need the `token_type_ids`, the `**batch` ... | closed | 2023-05-26T10:25:01 | https://api.github.com/repos/huggingface/datasets/issues/5902/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5902",
"html_url": "https://github.com/huggingface/datasets/pull/5902",
"diff_url": "https://github.com/huggingface/datasets/pull/5902.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5902.patch",
"merged_at": "2023-07-25T13:38... | true | Fix `Overview.ipynb` & detach Jupyter Notebooks from `datasets` repository
## What's in this PR?
This PR solves #5887 since there was a mismatch between the tokenizer and the model used, since the tokenizer was `bert-base-cased` while the model was `distilbert-base-case` both for the PyTorch and TensorFlow alternati... | [
"Random fact: previous run was showing that the Hub was hosting 13336 datasets, while the most recent run shows 36662 👀🎉",
"_The documentation is not available anymore as the PR was closed or merged._",
"Thanks! \r\n\r\nHowever, I think we should stop linking this notebook and use the notebook version of the ... |
https://api.github.com/repos/huggingface/datasets/issues/5901 | 5,901 | Make prepare_split more robust if errors in metadata dataset_info splits | This PR uses `split_generator.split_info` as default value for `split_info` if any exception is raised while trying to get `split_generator.name` from `self.info.splits` (this may happen if there is any error in the metadata dataset_info splits).
Please note that `split_info` is only used by the logger.
Fix #5895... | closed | 2023-05-26T08:48:22 | https://api.github.com/repos/huggingface/datasets/issues/5901/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5901",
"html_url": "https://github.com/huggingface/datasets/pull/5901",
"diff_url": "https://github.com/huggingface/datasets/pull/5901.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5901.patch",
"merged_at": "2023-06-01T13:39... | true | Make prepare_split more robust if errors in metadata dataset_info splits
This PR uses `split_generator.split_info` as default value for `split_info` if any exception is raised while trying to get `split_generator.name` from `self.info.splits` (this may happen if there is any error in the metadata dataset_info splits).
... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5900 | 5,900 | Fix minor typo in docs loading.mdx | Minor fix. | closed | 2023-05-26T08:10:54 | https://api.github.com/repos/huggingface/datasets/issues/5900/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5900",
"html_url": "https://github.com/huggingface/datasets/pull/5900",
"diff_url": "https://github.com/huggingface/datasets/pull/5900.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5900.patch",
"merged_at": "2023-05-26T09:25... | true | Fix minor typo in docs loading.mdx
Minor fix. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5899 | 5,899 | canonicalize data dir in config ID hash | fixes #5871
The second commit is optional but improves readability. | closed | 2023-05-25T18:17:10 | https://api.github.com/repos/huggingface/datasets/issues/5899/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5899",
"html_url": "https://github.com/huggingface/datasets/pull/5899",
"diff_url": "https://github.com/huggingface/datasets/pull/5899.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5899.patch",
"merged_at": "2023-06-02T15:52... | true | canonicalize data dir in config ID hash
fixes #5871
The second commit is optional but improves readability. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5898 | 5,898 | Loading The flores data set for specific language | ### Describe the bug
I am trying to load the Flores data set
the code which is given is
```
from datasets import load_dataset
dataset = load_dataset("facebook/flores")
```
This gives the error of config name
""ValueError: Config name is missing"
Now if I add some config it gives me the some error
... | closed | 2023-05-25T17:08:55 | https://api.github.com/repos/huggingface/datasets/issues/5898/comments | null | false | Loading The flores data set for specific language
### Describe the bug
I am trying to load the Flores data set
the code which is given is
```
from datasets import load_dataset
dataset = load_dataset("facebook/flores")
```
This gives the error of config name
""ValueError: Config name is missing"
No... | [
"got that the syntax is like this\r\n\r\ndataset = load_dataset(\"facebook/flores\", \"ace_Arab\")"
] |
https://api.github.com/repos/huggingface/datasets/issues/5897 | 5,897 | Fix `FixedSizeListArray` casting | Fix cast on sliced `FixedSizeListArray`s.
Fix #5866 | closed | 2023-05-25T16:26:33 | https://api.github.com/repos/huggingface/datasets/issues/5897/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5897",
"html_url": "https://github.com/huggingface/datasets/pull/5897",
"diff_url": "https://github.com/huggingface/datasets/pull/5897.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5897.patch",
"merged_at": "2023-05-26T11:57... | true | Fix `FixedSizeListArray` casting
Fix cast on sliced `FixedSizeListArray`s.
Fix #5866 | [
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... |
https://api.github.com/repos/huggingface/datasets/issues/5896 | 5,896 | HuggingFace does not cache downloaded files aggressively/early enough | ### Describe the bug
I wrote the following script:
```
import datasets
dataset = datasets.load.load_dataset("wikipedia", "20220301.en", split="train[:10000]")
```
I ran it and spent 90 minutes downloading a 20GB file. Then I saw:
```
Downloading: 100%|████████████████████████████████████████████████████... | closed | 2023-05-25T15:14:36 | https://api.github.com/repos/huggingface/datasets/issues/5896/comments | null | false | HuggingFace does not cache downloaded files aggressively/early enough
### Describe the bug
I wrote the following script:
```
import datasets
dataset = datasets.load.load_dataset("wikipedia", "20220301.en", split="train[:10000]")
```
I ran it and spent 90 minutes downloading a 20GB file. Then I saw:
```
... | [
"I also faced this. Any update?",
"We've dropped the `apache-beam` dependency in https://huggingface.co/datasets/wikipedia/discussions/19, so you should no longer get this error."
] |
https://api.github.com/repos/huggingface/datasets/issues/5895 | 5,895 | The dir name and split strings are confused when loading ArmelR/stack-exchange-instruction dataset | ### Describe the bug
When I load the ArmelR/stack-exchange-instruction dataset, I encounter a bug that may be raised by confusing the dir name string and the split string about the dataset.
When I use the script "datasets.load_dataset('ArmelR/stack-exchange-instruction', data_dir="data/finetune", split="train", ... | closed | 2023-05-25T09:39:06 | https://api.github.com/repos/huggingface/datasets/issues/5895/comments | null | false | The dir name and split strings are confused when loading ArmelR/stack-exchange-instruction dataset
### Describe the bug
When I load the ArmelR/stack-exchange-instruction dataset, I encounter a bug that may be raised by confusing the dir name string and the split string about the dataset.
When I use the script "d... | [
"Thanks for reporting, @DongHande.\r\n\r\nI think the issue is caused by the metadata in the dataset card: in the header of the `README.md`, they state that the dataset has 4 splits (\"finetune\", \"reward\", \"rl\", \"evaluation\"). \r\n```yaml\r\n splits:\r\n - name: finetune\r\n num_bytes: 6674567576\r\... |
https://api.github.com/repos/huggingface/datasets/issues/5894 | 5,894 | Force overwrite existing filesystem protocol | Fix #5876 | closed | 2023-05-24T21:41:53 | https://api.github.com/repos/huggingface/datasets/issues/5894/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5894",
"html_url": "https://github.com/huggingface/datasets/pull/5894",
"diff_url": "https://github.com/huggingface/datasets/pull/5894.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5894.patch",
"merged_at": "2023-05-25T06:42... | true | Force overwrite existing filesystem protocol
Fix #5876 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5893 | 5,893 | Load cached dataset as iterable | To be used to train models it allows to load an IterableDataset from the cached Arrow file.
See https://github.com/huggingface/datasets/issues/5481 | closed | 2023-05-23T17:40:35 | https://api.github.com/repos/huggingface/datasets/issues/5893/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5893",
"html_url": "https://github.com/huggingface/datasets/pull/5893",
"diff_url": "https://github.com/huggingface/datasets/pull/5893.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5893.patch",
"merged_at": "2023-06-01T11:51... | true | Load cached dataset as iterable
To be used to train models it allows to load an IterableDataset from the cached Arrow file.
See https://github.com/huggingface/datasets/issues/5481 | [
"@lhoestq Could you please look into that and review?",
"_The documentation is not available anymore as the PR was closed or merged._",
"@lhoestq I refactored the code. Could you please check is it what you requested?",
"@lhoestq Thanks for a review. Excellent tips. All tips applied. ",
"I think there is j... |
https://api.github.com/repos/huggingface/datasets/issues/5892 | 5,892 | User access requests with manual review do not notify the dataset owner | ### Describe the bug
When a user access requests are enabled, and new requests are set to Manual Review, the dataset owner should be notified of the pending requests. However, instead, currently nothing happens, and so the dataset request can go unanswered for quite some time until the owner happens to check that part... | closed | 2023-05-23T17:27:46 | https://api.github.com/repos/huggingface/datasets/issues/5892/comments | null | false | User access requests with manual review do not notify the dataset owner
### Describe the bug
When a user access requests are enabled, and new requests are set to Manual Review, the dataset owner should be notified of the pending requests. However, instead, currently nothing happens, and so the dataset request can go u... | [
"cc @SBrandeis",
"I think this has been addressed.\r\n\r\nPlease open a new issue if you are still not getting notified."
] |
https://api.github.com/repos/huggingface/datasets/issues/5891 | 5,891 | Make split slicing consistent with list slicing | Fix #1774, fix #5875
| closed | 2023-05-23T16:04:33 | https://api.github.com/repos/huggingface/datasets/issues/5891/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5891",
"html_url": "https://github.com/huggingface/datasets/pull/5891",
"diff_url": "https://github.com/huggingface/datasets/pull/5891.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5891.patch",
"merged_at": "2024-01-31T15:54... | true | Make split slicing consistent with list slicing
Fix #1774, fix #5875
| [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5891). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... |
https://api.github.com/repos/huggingface/datasets/issues/5889 | 5,889 | Token Alignment for input and output data over train and test batch/dataset. | `data`
> DatasetDict({
train: Dataset({
features: ['input', 'output'],
num_rows: 4500
})
test: Dataset({
features: ['input', 'output'],
num_rows: 500
})
})
**# input (in-correct sentence)**
`data['train'][0]['input']`
**>>** 'We are meet sunday 10am12pmET i... | open | 2023-05-23T15:58:55 | https://api.github.com/repos/huggingface/datasets/issues/5889/comments | null | false | Token Alignment for input and output data over train and test batch/dataset.
`data`
> DatasetDict({
train: Dataset({
features: ['input', 'output'],
num_rows: 4500
})
test: Dataset({
features: ['input', 'output'],
num_rows: 500
})
})
**# input (in-correct sent... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5887 | 5,887 | HuggingsFace dataset example give error | ### Describe the bug
### Steps to reproduce the bug
Use link as reference document written https://c... | closed | 2023-05-23T14:09:05 | https://api.github.com/repos/huggingface/datasets/issues/5887/comments | null | false | HuggingsFace dataset example give error
### Describe the bug
### Steps to reproduce the bug
Use link... | [
"Nice catch @donhuvy, that's because some models don't need the `token_type_ids`, as in this case, as the example is using `distilbert-base-cased`, and according to the DistilBert documentation at https://huggingface.co/transformers/v3.0.2/model_doc/distilbert.html, `DistilBert doesn’t have token_type_ids, you don’... |
https://api.github.com/repos/huggingface/datasets/issues/5886 | 5,886 | Use work-stealing algorithm when parallel computing | ### Feature request
when i used Dataset.map api to process data concurrently, i found that
it gets slower and slower as it gets closer to completion. Then i read the source code of arrow_dataset.py and found that it shard the dataset and use multiprocessing pool to execute each shard.It may cause the slowest task ... | open | 2023-05-23T03:08:44 | https://api.github.com/repos/huggingface/datasets/issues/5886/comments | null | false | Use work-stealing algorithm when parallel computing
### Feature request
when i used Dataset.map api to process data concurrently, i found that
it gets slower and slower as it gets closer to completion. Then i read the source code of arrow_dataset.py and found that it shard the dataset and use multiprocessing pool ... | [
"Alternatively we could set the number of shards to be a factor than the number of processes (current they're equal) - this way it will be less likely to end up with a shard that is significantly slower than all the other ones."
] |
https://api.github.com/repos/huggingface/datasets/issues/5885 | 5,885 | Modify `is_remote_filesystem` to return True for FUSE-mounted paths | null | closed | 2023-05-23T01:04:54 | https://api.github.com/repos/huggingface/datasets/issues/5885/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5885",
"html_url": "https://github.com/huggingface/datasets/pull/5885",
"diff_url": "https://github.com/huggingface/datasets/pull/5885.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5885.patch",
"merged_at": null
} | true | Modify `is_remote_filesystem` to return True for FUSE-mounted paths
| [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5885). All of your documentation changes will be reflected on that endpoint.",
"@lhoestq would you or another maintainer be able to review please? :)",
"Why you do need to support FUSE mounted paths ?\r\n\r\n`datasets` uses d... |
https://api.github.com/repos/huggingface/datasets/issues/5888 | 5,888 | A way to upload and visualize .mp4 files (millions of them) as part of a dataset | **Is your feature request related to a problem? Please describe.**
I recently chose to use huggingface hub as the home for a large multi modal dataset I've been building. https://huggingface.co/datasets/Antreas/TALI
It combines images, text, audio and video. Now, I could very easily upload a dataset made via datase... | open | 2023-05-22T18:05:26 | https://api.github.com/repos/huggingface/datasets/issues/5888/comments | null | false | A way to upload and visualize .mp4 files (millions of them) as part of a dataset
**Is your feature request related to a problem? Please describe.**
I recently chose to use huggingface hub as the home for a large multi modal dataset I've been building. https://huggingface.co/datasets/Antreas/TALI
It combines images,... | [
"Hi! \r\n\r\nYou want to use `push_to_hub` (creates Parquet files) instead of `save_to_disk` (creates Arrow files) when creating a Hub dataset. Parquet is designed for long-term storage and takes less space than the Arrow format, and, most importantly, `load_dataset` can parse it, which should fix the viewer. \r\n\... |
https://api.github.com/repos/huggingface/datasets/issues/5884 | 5,884 | `Dataset.to_tf_dataset` fails when strings cannot be encoded as `np.bytes_` | ### Describe the bug
When loading any dataset that contains a column with strings that are not ASCII-compatible, looping over those records raises the following exception e.g. for `é` character `UnicodeEncodeError: 'ascii' codec can't encode character '\xe9' in position 0: ordinal not in range(128)`.
### Steps to rep... | closed | 2023-05-22T12:03:06 | https://api.github.com/repos/huggingface/datasets/issues/5884/comments | null | false | `Dataset.to_tf_dataset` fails when strings cannot be encoded as `np.bytes_`
### Describe the bug
When loading any dataset that contains a column with strings that are not ASCII-compatible, looping over those records raises the following exception e.g. for `é` character `UnicodeEncodeError: 'ascii' codec can't encode c... | [
"May eventually be solved in #5883 ",
"#self-assign"
] |
https://api.github.com/repos/huggingface/datasets/issues/5883 | 5,883 | Fix string-encoding, make `batch_size` optional, and minor improvements in `Dataset.to_tf_dataset` | ## What's in this PR?
This PR addresses some minor fixes and general improvements in the `to_tf_dataset` method of `datasets.Dataset`, to convert a 🤗HuggingFace Dataset as a TensorFlow Dataset.
The main bug solved in this PR comes with the string-encoding, since for safety purposes the internal conversion of `nu... | closed | 2023-05-22T11:51:07 | https://api.github.com/repos/huggingface/datasets/issues/5883/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5883",
"html_url": "https://github.com/huggingface/datasets/pull/5883",
"diff_url": "https://github.com/huggingface/datasets/pull/5883.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5883.patch",
"merged_at": "2023-06-06T16:49... | true | Fix string-encoding, make `batch_size` optional, and minor improvements in `Dataset.to_tf_dataset`
## What's in this PR?
This PR addresses some minor fixes and general improvements in the `to_tf_dataset` method of `datasets.Dataset`, to convert a 🤗HuggingFace Dataset as a TensorFlow Dataset.
The main bug solved ... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"To showcase the current issue, here's a Colab Gist, that shows that the `imdb` dataset cannot be read/iterated, since one or more samples contain a non-ascii character that is being converted to `numpy.bytes_`, and so on fails.\r\n\r... |
https://api.github.com/repos/huggingface/datasets/issues/5881 | 5,881 | Split dataset by node: index error when sharding iterable dataset | ### Describe the bug
Context: we're splitting an iterable dataset by node and then passing it to a torch data loader with multiple workers
When we iterate over it for 5 steps, we don't get an error
When we instead iterate over it for 8 steps, we get an `IndexError` when fetching the data if we have too many wo... | open | 2023-05-22T10:36:13 | https://api.github.com/repos/huggingface/datasets/issues/5881/comments | null | false | Split dataset by node: index error when sharding iterable dataset
### Describe the bug
Context: we're splitting an iterable dataset by node and then passing it to a torch data loader with multiple workers
When we iterate over it for 5 steps, we don't get an error
When we instead iterate over it for 8 steps, we... | [
"cc @lhoestq in case you have any ideas here! Might need a multi-host set-up to debug (can give you access to a JAX one if you need)",
"I am also facing the same problem. Could you let me know if you found a solution for this?",
"I couldn't reproduce with the latest version of `datasets` 2.16.1, can you update ... |
https://api.github.com/repos/huggingface/datasets/issues/5880 | 5,880 | load_dataset from s3 file system through streaming can't not iterate data | ### Describe the bug
I have a JSON file in my s3 file system(minio), I can use load_dataset to get the file link, but I can't iterate it
<img width="816" alt="image" src="https://github.com/huggingface/datasets/assets/59083384/cc0778d3-36f3-45b5-ac68-4e7c664c2ed0">
<img width="1144" alt="image" src="https://github.c... | open | 2023-05-22T07:40:27 | https://api.github.com/repos/huggingface/datasets/issues/5880/comments | null | false | load_dataset from s3 file system through streaming can't not iterate data
### Describe the bug
I have a JSON file in my s3 file system(minio), I can use load_dataset to get the file link, but I can't iterate it
<img width="816" alt="image" src="https://github.com/huggingface/datasets/assets/59083384/cc0778d3-36f3-45... | [
"This sounds related to #5281.\r\n\r\nCan you try passing `storage_options=s3_client.storage_options` instead passing it to `use_auth_token=` ?",
"I tried `storage_options` before, but it doesn't work, I checked our source code and I found that we even didn't pass this parameter to the following process. if I use... |
https://api.github.com/repos/huggingface/datasets/issues/5878 | 5,878 | Prefetching for IterableDataset | ### Feature request
Add support for prefetching the next n batches through iterabledataset to reduce batch loading bottleneck in training loop.
### Motivation
The primary motivation behind this is to use hardware accelerators alongside a streaming dataset. This is required when you are in a low ram or low disk... | open | 2023-05-20T15:25:40 | https://api.github.com/repos/huggingface/datasets/issues/5878/comments | null | false | Prefetching for IterableDataset
### Feature request
Add support for prefetching the next n batches through iterabledataset to reduce batch loading bottleneck in training loop.
### Motivation
The primary motivation behind this is to use hardware accelerators alongside a streaming dataset. This is required when ... | [
"Very cool! Do you have a link to the code that you're using to eagerly fetch the data? Would also be interested in hacking around something here for pre-fetching iterable datasets",
"I ended up just switching back to the pytorch dataloader and using it's multiprocessing functionality to handle this :(. I'm just ... |
https://api.github.com/repos/huggingface/datasets/issues/5877 | 5,877 | Request for text deduplication feature | ### Feature request
It would be great if there would be support for high performance, highly scalable text deduplication algorithms as part of the datasets library.
### Motivation
Motivated by this blog post https://huggingface.co/blog/dedup and this library https://github.com/google-research/deduplicate-text-datase... | open | 2023-05-20T01:56:00 | https://api.github.com/repos/huggingface/datasets/issues/5877/comments | null | false | Request for text deduplication feature
### Feature request
It would be great if there would be support for high performance, highly scalable text deduplication algorithms as part of the datasets library.
### Motivation
Motivated by this blog post https://huggingface.co/blog/dedup and this library https://github.com/... | [
"The \"exact match\" deduplication will be possible when we resolve https://github.com/huggingface/datasets/issues/2514 (first, https://github.com/apache/arrow/issues/30950 needs to be addressed on the Arrow side). In the meantime, you can use Polars or DuckDB (e.g., via [datasets-sql](https://github.com/mariosasko... |
https://api.github.com/repos/huggingface/datasets/issues/5876 | 5,876 | Incompatibility with DataLab | ### Describe the bug
Hello,
I am currently working on a project where both [DataLab](https://github.com/ExpressAI/DataLab) and [datasets](https://github.com/huggingface/datasets) are subdependencies.
I noticed that I cannot import both libraries, as they both register FileSystems in `fsspec`, expecting the FileSyste... | closed | 2023-05-20T01:39:11 | https://api.github.com/repos/huggingface/datasets/issues/5876/comments | null | false | Incompatibility with DataLab
### Describe the bug
Hello,
I am currently working on a project where both [DataLab](https://github.com/ExpressAI/DataLab) and [datasets](https://github.com/huggingface/datasets) are subdependencies.
I noticed that I cannot import both libraries, as they both register FileSystems in `fss... | [
"Indeed, `clobber=True` (with a warning if the existing protocol will be overwritten) should fix the issue, but maybe a better solution is to register our compression filesystem before the script is executed and unregister them afterward. WDYT @lhoestq @albertvillanova?",
"I think we should use clobber and show a... |
https://api.github.com/repos/huggingface/datasets/issues/5875 | 5,875 | Why split slicing doesn't behave like list slicing ? | ### Describe the bug
If I want to get the first 10 samples of my dataset, I can do :
```
ds = datasets.load_dataset('mnist', split='train[:10]')
```
But if I exceed the number of samples in the dataset, an exception is raised :
```
ds = datasets.load_dataset('mnist', split='train[:999999999]')
```
> V... | closed | 2023-05-19T07:21:10 | https://api.github.com/repos/huggingface/datasets/issues/5875/comments | null | false | Why split slicing doesn't behave like list slicing ?
### Describe the bug
If I want to get the first 10 samples of my dataset, I can do :
```
ds = datasets.load_dataset('mnist', split='train[:10]')
```
But if I exceed the number of samples in the dataset, an exception is raised :
```
ds = datasets.load_da... | [
"A duplicate of https://github.com/huggingface/datasets/issues/1774"
] |
https://api.github.com/repos/huggingface/datasets/issues/5874 | 5,874 | Using as_dataset on a "parquet" builder | ### Describe the bug
I used a custom builder to ``download_and_prepare`` a dataset. The first (very minor) issue is that the doc seems to suggest ``download_and_prepare`` will return the dataset, while it does not ([builder.py](https://github.com/huggingface/datasets/blob/main/src/datasets/builder.py#L718-L738)).
```... | closed | 2023-05-18T14:09:03 | https://api.github.com/repos/huggingface/datasets/issues/5874/comments | null | false | Using as_dataset on a "parquet" builder
### Describe the bug
I used a custom builder to ``download_and_prepare`` a dataset. The first (very minor) issue is that the doc seems to suggest ``download_and_prepare`` will return the dataset, while it does not ([builder.py](https://github.com/huggingface/datasets/blob/main... | [
"Hi! You can refer to [this doc](https://huggingface.co/docs/datasets/filesystems#load-and-save-your-datasets-using-your-cloud-storage-filesystem) to see the intended usage (basically, it skips the Arrow -> Parquet conversion step in `ds = load_dataset(...); ds.to_parquet(\"path/to/parquet\")`) and allows writing P... |
https://api.github.com/repos/huggingface/datasets/issues/5873 | 5,873 | Allow setting the environment variable for the lock file path | ### Feature request
Add an environment variable to replace the default lock file path.
### Motivation
Usually, dataset path is a read-only path while the lock file needs to be modified each time. It would be convenient if the path can be reset individually.
### Your contribution
```/src/datasets/utils/fi... | open | 2023-05-17T07:10:02 | https://api.github.com/repos/huggingface/datasets/issues/5873/comments | null | false | Allow setting the environment variable for the lock file path
### Feature request
Add an environment variable to replace the default lock file path.
### Motivation
Usually, dataset path is a read-only path while the lock file needs to be modified each time. It would be convenient if the path can be reset indiv... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5872 | 5,872 | Fix infer module for uppercase extensions | Fix the `infer_module_for_data_files` and `infer_module_for_data_files_in_archives` functions when passed a data file name with uppercase extension, e.g. `filename.TXT`.
Before, `None` module was returned. | closed | 2023-05-17T05:56:45 | https://api.github.com/repos/huggingface/datasets/issues/5872/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5872",
"html_url": "https://github.com/huggingface/datasets/pull/5872",
"diff_url": "https://github.com/huggingface/datasets/pull/5872.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5872.patch",
"merged_at": "2023-05-17T14:19... | true | Fix infer module for uppercase extensions
Fix the `infer_module_for_data_files` and `infer_module_for_data_files_in_archives` functions when passed a data file name with uppercase extension, e.g. `filename.TXT`.
Before, `None` module was returned. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5871 | 5,871 | data configuration hash suffix depends on uncanonicalized data_dir | ### Describe the bug
I am working with the `recipe_nlg` dataset, which requires manual download. Once it's downloaded, I've noticed that the hash in the custom data configuration is different if I add a trailing `/` to my `data_dir`. It took me a while to notice that the hashes were different, and to understand that... | closed | 2023-05-16T18:56:04 | https://api.github.com/repos/huggingface/datasets/issues/5871/comments | null | false | data configuration hash suffix depends on uncanonicalized data_dir
### Describe the bug
I am working with the `recipe_nlg` dataset, which requires manual download. Once it's downloaded, I've noticed that the hash in the custom data configuration is different if I add a trailing `/` to my `data_dir`. It took me a whi... | [
"It could even use `os.path.realpath` to resolve symlinks.",
"Indeed, it makes sense to normalize `data_dir`. Feel free to submit a PR (this can be \"fixed\" [here](https://github.com/huggingface/datasets/blob/89f775226321ba94e5bf4670a323c0fb44f5f65c/src/datasets/builder.py#L173))",
"#self-assign"
] |
https://api.github.com/repos/huggingface/datasets/issues/5870 | 5,870 | Behaviour difference between datasets.map and IterableDatasets.map | ### Describe the bug
All the examples in all the docs mentioned throughout huggingface datasets correspond to datasets object, and not IterableDatasets object. At one point of time, they might have been in sync, but the code for datasets version >=2.9.0 is very different as compared to the docs.
I basically need to ... | open | 2023-05-16T14:32:57 | https://api.github.com/repos/huggingface/datasets/issues/5870/comments | null | false | Behaviour difference between datasets.map and IterableDatasets.map
### Describe the bug
All the examples in all the docs mentioned throughout huggingface datasets correspond to datasets object, and not IterableDatasets object. At one point of time, they might have been in sync, but the code for datasets version >=2.9.... | [
"PS - some work is definitely needed for 'special cases' docs, not explanations, just usages of 'functions' under mixture of special cases, like a combination of custom databuilder + iterable dataset for large size + dynamic .map() application."
] |
https://api.github.com/repos/huggingface/datasets/issues/5869 | 5,869 | Image Encoding Issue when submitting a Parquet Dataset | ### Describe the bug
Hello,
I'd like to report an issue related to pushing a dataset represented as a Parquet file to a dataset repository using Dask. Here are the details:
We attempted to load an example dataset in Parquet format from the Hugging Face (HF) filesystem using Dask with the following code snippet... | closed | 2023-05-16T09:42:58 | https://api.github.com/repos/huggingface/datasets/issues/5869/comments | null | false | Image Encoding Issue when submitting a Parquet Dataset
### Describe the bug
Hello,
I'd like to report an issue related to pushing a dataset represented as a Parquet file to a dataset repository using Dask. Here are the details:
We attempted to load an example dataset in Parquet format from the Hugging Face (HF... | [
"Hi @PhilippeMoussalli thanks for opening a detailed issue. It seems the issue is more related to the `datasets` library so I'll ping @lhoestq @mariosasko on this one :) \n\n(edit: also can one of you move the issue to the datasets repo? Thanks in advance 🙏)",
"Hi ! The `Image()` info is stored in the **schema m... |
https://api.github.com/repos/huggingface/datasets/issues/5868 | 5,868 | Is it possible to change a cached file and 're-cache' it instead of re-generating? | ### Feature request
Hi,
I have a huge cached file using `map`(over 500GB), and I want to change an attribution of each element, is there possible to do it using some method instead of re-generating, because `map` takes over 24 hours
### Motivation
For large datasets, I think it is very important because we always f... | closed | 2023-05-16T03:45:42 | https://api.github.com/repos/huggingface/datasets/issues/5868/comments | null | false | Is it possible to change a cached file and 're-cache' it instead of re-generating?
### Feature request
Hi,
I have a huge cached file using `map`(over 500GB), and I want to change an attribution of each element, is there possible to do it using some method instead of re-generating, because `map` takes over 24 hours
#... | [
"Arrow files/primitives (tables and arrays) are immutable, so re-generating them is the only option, I'm afraid.",
"> \r\n\r\nGot it, thanks for your reply"
] |
https://api.github.com/repos/huggingface/datasets/issues/5867 | 5,867 | Add logic for hashing modules/functions optimized with `torch.compile` | Fix https://github.com/huggingface/datasets/issues/5839
PS: The `Pickler.save` method is becoming a bit messy, so I plan to refactor the pickler a bit at some point. | closed | 2023-05-15T19:03:35 | https://api.github.com/repos/huggingface/datasets/issues/5867/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5867",
"html_url": "https://github.com/huggingface/datasets/pull/5867",
"diff_url": "https://github.com/huggingface/datasets/pull/5867.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5867.patch",
"merged_at": null
} | true | Add logic for hashing modules/functions optimized with `torch.compile`
Fix https://github.com/huggingface/datasets/issues/5839
PS: The `Pickler.save` method is becoming a bit messy, so I plan to refactor the pickler a bit at some point. | [
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... |
https://api.github.com/repos/huggingface/datasets/issues/5866 | 5,866 | Issue with Sequence features | ### Describe the bug
Sequences features sometimes causes errors when the specified length is not -1
### Steps to reproduce the bug
```python
import numpy as np
from datasets import Features, ClassLabel, Sequence, Value, Dataset
feats = Features(**{'target': ClassLabel(names=[0, 1]),'x': Sequence(feature=Va... | closed | 2023-05-15T17:13:29 | https://api.github.com/repos/huggingface/datasets/issues/5866/comments | null | false | Issue with Sequence features
### Describe the bug
Sequences features sometimes causes errors when the specified length is not -1
### Steps to reproduce the bug
```python
import numpy as np
from datasets import Features, ClassLabel, Sequence, Value, Dataset
feats = Features(**{'target': ClassLabel(names=[0,... | [
"Thanks for reporting! I've opened a PR with a fix."
] |
https://api.github.com/repos/huggingface/datasets/issues/5865 | 5,865 | Deprecate task api | The task API is not well adopted in the ecosystem, so this PR deprecates it. The `train_eval_index` is a newer, more flexible solution that should be used instead (I think?).
These are the projects that still use the task API :
* the image classification example in Transformers: [here](https://github.com/huggingfac... | closed | 2023-05-15T16:48:24 | https://api.github.com/repos/huggingface/datasets/issues/5865/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5865",
"html_url": "https://github.com/huggingface/datasets/pull/5865",
"diff_url": "https://github.com/huggingface/datasets/pull/5865.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5865.patch",
"merged_at": "2023-07-10T12:24... | true | Deprecate task api
The task API is not well adopted in the ecosystem, so this PR deprecates it. The `train_eval_index` is a newer, more flexible solution that should be used instead (I think?).
These are the projects that still use the task API :
* the image classification example in Transformers: [here](https://gi... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"If it's easy to keep supporting it we can keep it no ? There are many datasets on the hub that implement the tasks templates in dataset scripts and it's maybe easier to keep task templates than opening PRs to those datasets.",
"do ... |
https://api.github.com/repos/huggingface/datasets/issues/5864 | 5,864 | Slow iteration over Torch tensors | ### Describe the bug
I have a problem related to this [issue](https://github.com/huggingface/datasets/issues/5841): I get a way slower iteration when using a Torch dataloader if I use vanilla Numpy tensors or if I first apply a ToTensor transform to the input. In particular, it takes 5 seconds to iterate over the vani... | open | 2023-05-15T16:43:58 | https://api.github.com/repos/huggingface/datasets/issues/5864/comments | null | false | Slow iteration over Torch tensors
### Describe the bug
I have a problem related to this [issue](https://github.com/huggingface/datasets/issues/5841): I get a way slower iteration when using a Torch dataloader if I use vanilla Numpy tensors or if I first apply a ToTensor transform to the input. In particular, it takes ... | [
"I am highly interested performance of dataset so I ran your example as a curious user.\r\n```python\r\ntrain_dataset.cast_column(\"x\", Array3D(shape=img_shape, dtype=\"float32\"))\r\n```\r\nhave return values and \"x\" is a new column, it shoulde be\r\n```python\r\nds=train_dataset.cast_column(\"img\", Array3D(sh... |
https://api.github.com/repos/huggingface/datasets/issues/5863 | 5,863 | Use a new low-memory approach for tf dataset index shuffling | This PR tries out a new approach to generating the index tensor in `to_tf_dataset`, which should reduce memory usage for very large datasets. I'll need to do some testing before merging it!
Fixes #5855 | closed | 2023-05-15T15:28:34 | https://api.github.com/repos/huggingface/datasets/issues/5863/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5863",
"html_url": "https://github.com/huggingface/datasets/pull/5863",
"diff_url": "https://github.com/huggingface/datasets/pull/5863.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5863.patch",
"merged_at": "2023-06-08T16:32... | true | Use a new low-memory approach for tf dataset index shuffling
This PR tries out a new approach to generating the index tensor in `to_tf_dataset`, which should reduce memory usage for very large datasets. I'll need to do some testing before merging it!
Fixes #5855 | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5863). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... |
https://api.github.com/repos/huggingface/datasets/issues/5862 | 5,862 | IndexError: list index out of range with data hosted on Zenodo | The dataset viewer sometimes raises an `IndexError`:
```
IndexError: list index out of range
```
See:
- huggingface/datasets-server#1151
- https://huggingface.co/datasets/reddit/discussions/5
- huggingface/datasets-server#1118
- https://huggingface.co/datasets/krr-oxford/OntoLAMA/discussions/1
- https://hu... | open | 2023-05-15T13:47:19 | https://api.github.com/repos/huggingface/datasets/issues/5862/comments | null | false | IndexError: list index out of range with data hosted on Zenodo
The dataset viewer sometimes raises an `IndexError`:
```
IndexError: list index out of range
```
See:
- huggingface/datasets-server#1151
- https://huggingface.co/datasets/reddit/discussions/5
- huggingface/datasets-server#1118
- https://huggingf... | [
"This error is also raised when data is hosted on Google Drive:\r\n- https://huggingface.co/datasets/docred/discussions/5\r\n- https://huggingface.co/datasets/linnaeus/discussions/3\r\n- https://huggingface.co/datasets/poleval2019_mt/discussions/3\r\n- https://huggingface.co/datasets/reddit_tifu/discussions/2\r\n- ... |
https://api.github.com/repos/huggingface/datasets/issues/5861 | 5,861 | Better error message when combining dataset dicts instead of datasets | close https://github.com/huggingface/datasets/issues/5851 | closed | 2023-05-15T10:36:24 | https://api.github.com/repos/huggingface/datasets/issues/5861/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5861",
"html_url": "https://github.com/huggingface/datasets/pull/5861",
"diff_url": "https://github.com/huggingface/datasets/pull/5861.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5861.patch",
"merged_at": "2023-05-23T10:32... | true | Better error message when combining dataset dicts instead of datasets
close https://github.com/huggingface/datasets/issues/5851 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5860 | 5,860 | Minor tqdm optim | Don't create a tqdm progress bar when `disable_tqdm` is passed to `map_nested`.
On my side it sped up some iterable datasets by ~30% when `map_nested` is used extensively to recursively tensorize python dicts. | closed | 2023-05-15T09:49:37 | https://api.github.com/repos/huggingface/datasets/issues/5860/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5860",
"html_url": "https://github.com/huggingface/datasets/pull/5860",
"diff_url": "https://github.com/huggingface/datasets/pull/5860.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5860.patch",
"merged_at": "2023-05-17T18:39... | true | Minor tqdm optim
Don't create a tqdm progress bar when `disable_tqdm` is passed to `map_nested`.
On my side it sped up some iterable datasets by ~30% when `map_nested` is used extensively to recursively tensorize python dicts. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5859 | 5,859 | Raise TypeError when indexing a dataset with bool | Fix #5858. | closed | 2023-05-15T08:08:42 | https://api.github.com/repos/huggingface/datasets/issues/5859/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5859",
"html_url": "https://github.com/huggingface/datasets/pull/5859",
"diff_url": "https://github.com/huggingface/datasets/pull/5859.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5859.patch",
"merged_at": "2023-05-25T16:23... | true | Raise TypeError when indexing a dataset with bool
Fix #5858. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"@lhoestq any idea why this only fails (CI integration fails are unrelated) in \"Build PR Documentation / build / build_pr_documentation\" (which uses Python 3.8), with message:\r\n```\r\nTypeError: Type subscription requires python >... |
https://api.github.com/repos/huggingface/datasets/issues/5858 | 5,858 | Throw an error when dataset improperly indexed | ### Describe the bug
Pandas-style subset indexing on dataset does not throw an error, when maybe it should. Instead returns the first instance of the dataset regardless of index condition.
### Steps to reproduce the bug
Steps to reproduce the behavior:
1. `squad = datasets.load_dataset("squad_v2", split="validati... | closed | 2023-05-15T05:15:53 | https://api.github.com/repos/huggingface/datasets/issues/5858/comments | null | false | Throw an error when dataset improperly indexed
### Describe the bug
Pandas-style subset indexing on dataset does not throw an error, when maybe it should. Instead returns the first instance of the dataset regardless of index condition.
### Steps to reproduce the bug
Steps to reproduce the behavior:
1. `squad = da... | [
"Thanks for reporting, @sarahwie.\r\n\r\nPlease note that in `datasets` we do not have vectorized operation like `pandas`. Therefore, your equality comparisons above are `False`:\r\n- For example: `squad['question']` returns a `list`, and this list is not equal to `\"Who was the Norse leader?\"`\r\n\r\nThe `False` ... |
https://api.github.com/repos/huggingface/datasets/issues/5857 | 5,857 | Adding chemistry dataset/models in huggingface | ### Feature request
Huggingface is really amazing platform for open science.
In addition to computer vision, video and NLP, would it be of interest to add chemistry/materials science dataset/models in Huggingface? Or, if its already done, can you provide some pointers.
We have been working on a comprehensive ben... | closed | 2023-05-15T05:09:49 | https://api.github.com/repos/huggingface/datasets/issues/5857/comments | null | false | Adding chemistry dataset/models in huggingface
### Feature request
Huggingface is really amazing platform for open science.
In addition to computer vision, video and NLP, would it be of interest to add chemistry/materials science dataset/models in Huggingface? Or, if its already done, can you provide some pointers.... | [
"Hi! \r\n\r\nThis would be a nice addition to the Hub! You can find the existing chemistry datasets/models on the Hub (using the `chemistry` tag) [here](https://huggingface.co/search/full-text?q=chemistry&type=model&type=dataset).\r\n\r\nFeel free to ping us here on the Hub if you need help adding the datasets.\r\n... |
https://api.github.com/repos/huggingface/datasets/issues/5856 | 5,856 | Error loading natural_questions | ### Describe the bug
When try to load natural_questions through datasets == 2.12.0 with python == 3.8.9:
```python
import datasets
datasets.load_dataset('natural_questions',beam_runner='DirectRunner')
```
It failed with following info:
`pyarrow.lib.ArrowNotImplementedError: Nested data conversions not impl... | closed | 2023-05-15T02:46:04 | https://api.github.com/repos/huggingface/datasets/issues/5856/comments | null | false | Error loading natural_questions
### Describe the bug
When try to load natural_questions through datasets == 2.12.0 with python == 3.8.9:
```python
import datasets
datasets.load_dataset('natural_questions',beam_runner='DirectRunner')
```
It failed with following info:
`pyarrow.lib.ArrowNotImplementedError: ... | [
"Hi! You can avoid this error by using the preprocessed version:\r\n```python\r\nimport datasets\r\nds = datasets.load_dataset('natural_questions')\r\n```\r\n\r\nPS: Once we finish https://github.com/huggingface/datasets/pull/5364, this error will no longer be a problem.",
"> Hi! You can avoid this error by using... |
https://api.github.com/repos/huggingface/datasets/issues/5855 | 5,855 | `to_tf_dataset` consumes too much memory | ### Describe the bug
Hi, I'm using `to_tf_dataset` to convert a _large_ dataset to `tf.data.Dataset`. I observed that the data loading *before* training took a lot of time and memory, even with `batch_size=1`.
After some digging, i believe the reason lies in the shuffle behavior. The [source code](https://github.... | closed | 2023-05-14T01:22:29 | https://api.github.com/repos/huggingface/datasets/issues/5855/comments | null | false | `to_tf_dataset` consumes too much memory
### Describe the bug
Hi, I'm using `to_tf_dataset` to convert a _large_ dataset to `tf.data.Dataset`. I observed that the data loading *before* training took a lot of time and memory, even with `batch_size=1`.
After some digging, i believe the reason lies in the shuffle be... | [
"Cc @amyeroberts @Rocketknight1 \r\n\r\nIndded I think it's because it does something like this under the hood when there's no multiprocessing:\r\n\r\n```python\r\ntf_dataset = tf_dataset.shuffle(len(dataset))\r\n```\r\n\r\nPS: with multiprocessing it appears to be different:\r\n\r\n```python\r\nindices = np.arange... |
https://api.github.com/repos/huggingface/datasets/issues/5854 | 5,854 | Can not load audiofolder dataset on kaggle | ### Describe the bug
It's crash log:
FileNotFoundError: Couldn't find a dataset script at /kaggle/working/audiofolder/audiofolder.py or any data file in the same directory. Couldn't find 'audiofolder' on the Hugging Face Hub either: FileNotFoundError: Couldn't find file at https://raw.githubusercontent.com/huggingfac... | closed | 2023-05-14T00:50:47 | https://api.github.com/repos/huggingface/datasets/issues/5854/comments | null | false | Can not load audiofolder dataset on kaggle
### Describe the bug
It's crash log:
FileNotFoundError: Couldn't find a dataset script at /kaggle/working/audiofolder/audiofolder.py or any data file in the same directory. Couldn't find 'audiofolder' on the Hugging Face Hub either: FileNotFoundError: Couldn't find file at h... | [
"Hi! `audiofolder` requires `datasets>=2.5.0`, so please update the `datasets`' installation (`pip install -U datasets`) in the environment (and restart the env for the update to take effect) to resolve the issue.",
"> Hi! `audiofolder` requires `datasets>=2.5.0`, so please update the `datasets`' installation (`p... |
https://api.github.com/repos/huggingface/datasets/issues/5853 | 5,853 | [docs] Redirects, migrated from nginx | null | closed | 2023-05-12T19:19:27 | https://api.github.com/repos/huggingface/datasets/issues/5853/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5853",
"html_url": "https://github.com/huggingface/datasets/pull/5853",
"diff_url": "https://github.com/huggingface/datasets/pull/5853.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5853.patch",
"merged_at": "2023-05-15T10:30... | true | [docs] Redirects, migrated from nginx
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"@mishig25 note that it's not exactly the same behavior as in nginx as here it interacts a bit with the `version` and the `language`\r\n\r\nShould be close enough, though.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow=... |
https://api.github.com/repos/huggingface/datasets/issues/5852 | 5,852 | Iterable torch formatting | Used the TorchFormatter to get torch tensors in iterable dataset with format set to "torch".
It uses the data from Arrow if possible, otherwise applies recursive_tensorize.
When set back to format_type=None, cast_to_python_objects is used.
requires https://github.com/huggingface/datasets/pull/5821
close htt... | closed | 2023-05-12T16:48:49 | https://api.github.com/repos/huggingface/datasets/issues/5852/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5852",
"html_url": "https://github.com/huggingface/datasets/pull/5852",
"diff_url": "https://github.com/huggingface/datasets/pull/5852.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5852.patch",
"merged_at": "2023-06-13T15:57... | true | Iterable torch formatting
Used the TorchFormatter to get torch tensors in iterable dataset with format set to "torch".
It uses the data from Arrow if possible, otherwise applies recursive_tensorize.
When set back to format_type=None, cast_to_python_objects is used.
requires https://github.com/huggingface/datas... | [
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... |
https://api.github.com/repos/huggingface/datasets/issues/5850 | 5,850 | Make packaged builders skip non-supported file formats | This PR makes packaged builders skip non-supported file formats:
- Csv builder skips non-CSV files
- Analogously for the other builders
Fix #5849. | open | 2023-05-12T13:52:34 | https://api.github.com/repos/huggingface/datasets/issues/5850/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5850",
"html_url": "https://github.com/huggingface/datasets/pull/5850",
"diff_url": "https://github.com/huggingface/datasets/pull/5850.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5850.patch",
"merged_at": null
} | true | Make packaged builders skip non-supported file formats
This PR makes packaged builders skip non-supported file formats:
- Csv builder skips non-CSV files
- Analogously for the other builders
Fix #5849. | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5850). All of your documentation changes will be reflected on that endpoint.",
"Good idea. @mariosasko!!!\r\n\r\nPlease note that before this PR, the files are not evenly distributed for archives: `_generate_examples` gets a li... |
https://api.github.com/repos/huggingface/datasets/issues/5849 | 5,849 | CSV datasets should only read the CSV data files in the repo | When a no-script dataset has many CSV files and a JPG file, the library infers to use the Csv builder, but tries to read as CSV all files in the repo, also the JPG file.
I think the Csv builder should filter out non-CSV files when reading.
An analogue solution should be implemented for other packaged builders.
... | closed | 2023-05-12T12:29:53 | https://api.github.com/repos/huggingface/datasets/issues/5849/comments | null | false | CSV datasets should only read the CSV data files in the repo
When a no-script dataset has many CSV files and a JPG file, the library infers to use the Csv builder, but tries to read as CSV all files in the repo, also the JPG file.
I think the Csv builder should filter out non-CSV files when reading.
An analogue s... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5848 | 5,848 | Add `accelerate` as metric's test dependency to fix CI error | The `frugalscore` metric uses Transformers' Trainer, which requires `accelerate` (as of recently).
Fixes the following [CI error](https://github.com/huggingface/datasets/actions/runs/4950900048/jobs/8855148703?pr=5845). | closed | 2023-05-12T12:01:01 | https://api.github.com/repos/huggingface/datasets/issues/5848/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5848",
"html_url": "https://github.com/huggingface/datasets/pull/5848",
"diff_url": "https://github.com/huggingface/datasets/pull/5848.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5848.patch",
"merged_at": "2023-05-12T13:39... | true | Add `accelerate` as metric's test dependency to fix CI error
The `frugalscore` metric uses Transformers' Trainer, which requires `accelerate` (as of recently).
Fixes the following [CI error](https://github.com/huggingface/datasets/actions/runs/4950900048/jobs/8855148703?pr=5845). | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5847 | 5,847 | Streaming IterableDataset not working with translation pipeline | ### Describe the bug
I'm trying to use a streaming dataset for translation inference to avoid downloading the training data.
I'm using a pipeline and a dataset, and following the guidance in the tutorial.
Instead I get an exception that IterableDataset has no len().
### Steps to reproduce the bug
CODE:
```
... | open | 2023-05-11T21:52:38 | https://api.github.com/repos/huggingface/datasets/issues/5847/comments | null | false | Streaming IterableDataset not working with translation pipeline
### Describe the bug
I'm trying to use a streaming dataset for translation inference to avoid downloading the training data.
I'm using a pipeline and a dataset, and following the guidance in the tutorial.
Instead I get an exception that IterableDa... | [
"I wasn't sure to file this against transformers or datasets.",
"[`KeyDataset`](https://github.com/huggingface/transformers/blob/7f8b909189547944617741d8d3c6c84504701693/src/transformers/pipelines/pt_utils.py#L296) doesn't support iterable datasets, so you either need to implement a version that does (and also in... |
https://api.github.com/repos/huggingface/datasets/issues/5851 | 5,851 | Error message not clear in interleaving datasets | ### System Info
standard env
### Who can help?
_No response_
### Information
- [ ] The official example scripts
- [X] My own modified scripts
### Tasks
- [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...)
- [X] My own task or dataset (give details below)
### Reproduction
I'm tr... | closed | 2023-05-11T20:52:13 | https://api.github.com/repos/huggingface/datasets/issues/5851/comments | null | false | Error message not clear in interleaving datasets
### System Info
standard env
### Who can help?
_No response_
### Information
- [ ] The official example scripts
- [X] My own modified scripts
### Tasks
- [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...)
- [X] My own task or datas... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5846 | 5,846 | load_dataset('bigcode/the-stack-dedup', streaming=True) very slow! | ### Describe the bug
Running
```
import datasets
ds = datasets.load_dataset('bigcode/the-stack-dedup', streaming=True)
```
takes about 2.5 minutes!
I would expect this to be near instantaneous. With other datasets, the runtime is one or two seconds.
### Environment info
- `datasets` version: 2.1... | closed | 2023-05-11T17:58:57 | https://api.github.com/repos/huggingface/datasets/issues/5846/comments | null | false | load_dataset('bigcode/the-stack-dedup', streaming=True) very slow!
### Describe the bug
Running
```
import datasets
ds = datasets.load_dataset('bigcode/the-stack-dedup', streaming=True)
```
takes about 2.5 minutes!
I would expect this to be near instantaneous. With other datasets, the runtime is one or ... | [
"This is due to the slow resolution of the data files: https://github.com/huggingface/datasets/issues/5537.\r\n\r\nWe plan to switch to `huggingface_hub`'s `HfFileSystem` soon to make the resolution faster (will be up to 20x faster once we merge https://github.com/huggingface/huggingface_hub/pull/1443)\r\n\r\n",
... |
https://api.github.com/repos/huggingface/datasets/issues/5845 | 5,845 | Add `date_format` param to the CSV reader | Adds the `date_format` param introduced in Pandas 2.0 to the CSV reader and improves its type hints. | closed | 2023-05-11T17:29:57 | https://api.github.com/repos/huggingface/datasets/issues/5845/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5845",
"html_url": "https://github.com/huggingface/datasets/pull/5845",
"diff_url": "https://github.com/huggingface/datasets/pull/5845.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5845.patch",
"merged_at": "2023-05-12T15:14... | true | Add `date_format` param to the CSV reader
Adds the `date_format` param introduced in Pandas 2.0 to the CSV reader and improves its type hints. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5844 | 5,844 | TypeError: Couldn't cast array of type struct<answer: struct<unanswerable: bool, answerType: string, free_form_answer: string, evidence: list<item: string>, evidenceAnnotate: list<item: string>, highlighted_evidence: list<item: string>>> to ... | ### Describe the bug
TypeError: Couldn't cast array of type struct<answer: struct<unanswerable: bool, answerType: string, free_form_answer: string, evidence: list<item: string>, evidenceAnnotate: list<item: string>, highlighted_evidence: list<item: string>>> to {'answer': {'unanswerable': Value(dtype='bool', id=None),... | open | 2023-05-11T14:15:01 | https://api.github.com/repos/huggingface/datasets/issues/5844/comments | null | false | TypeError: Couldn't cast array of type struct<answer: struct<unanswerable: bool, answerType: string, free_form_answer: string, evidence: list<item: string>, evidenceAnnotate: list<item: string>, highlighted_evidence: list<item: string>>> to ...
### Describe the bug
TypeError: Couldn't cast array of type struct<answer:... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5841 | 5,841 | Abusurdly slow on iteration | ### Describe the bug
I am attempting to iterate through an image dataset, but I am encountering a significant slowdown in the iteration speed. In order to investigate this issue, I conducted the following experiment:
```python
a=torch.randn(100,224)
a=torch.stack([a] * 10000)
a.shape
# %%
ds=Dataset.from_d... | closed | 2023-05-11T08:04:09 | https://api.github.com/repos/huggingface/datasets/issues/5841/comments | null | false | Abusurdly slow on iteration
### Describe the bug
I am attempting to iterate through an image dataset, but I am encountering a significant slowdown in the iteration speed. In order to investigate this issue, I conducted the following experiment:
```python
a=torch.randn(100,224)
a=torch.stack([a] * 10000)
a.shap... | [
"Hi ! You can try to use the [Image](https://huggingface.co/docs/datasets/v2.12.0/en/package_reference/main_classes#datasets.Image) type which [decodes images on-the-fly](https://huggingface.co/docs/datasets/v2.12.0/en/about_dataset_features#image-feature) into pytorch tensors :)\r\n\r\n```python\r\nds = Dataset.fr... |
https://api.github.com/repos/huggingface/datasets/issues/5840 | 5,840 | load model error. | ### Describe the bug
I had trained one model use deepspeed, when I load the final load I get the follow error:
OSError: Can't load tokenizer for '/XXX/DeepSpeedExamples/applications/DeepSpeed-Chat/output/step3-models/1.3b/actor'. If you were trying to load it from 'https://huggingface.co/models', make sure you don't ... | closed | 2023-05-11T07:12:38 | https://api.github.com/repos/huggingface/datasets/issues/5840/comments | null | false | load model error.
### Describe the bug
I had trained one model use deepspeed, when I load the final load I get the follow error:
OSError: Can't load tokenizer for '/XXX/DeepSpeedExamples/applications/DeepSpeed-Chat/output/step3-models/1.3b/actor'. If you were trying to load it from 'https://huggingface.co/models', ma... | [
"Please report this in the `transformers` repo, as it's not related to `datasets`"
] |
https://api.github.com/repos/huggingface/datasets/issues/5842 | 5,842 | Remove columns in interable dataset | ### Feature request
Right now, remove_columns() produces a NotImplementedError for iterable style datasets
### Motivation
It would be great to have the same functionality irrespective of whether one is using an iterable or a map-style dataset
### Your contribution
hope and courage. | closed | 2023-05-11T03:48:46 | https://api.github.com/repos/huggingface/datasets/issues/5842/comments | null | false | Remove columns in interable dataset
### Feature request
Right now, remove_columns() produces a NotImplementedError for iterable style datasets
### Motivation
It would be great to have the same functionality irrespective of whether one is using an iterable or a map-style dataset
### Your contribution
hope and coura... | [
"Transferring this issue as it's related to the 🤗 Datasets library ",
"Hi @surya-narayanan! Could you provide some code snippet?",
"This method has been recently added to the `IterableDataset`, so you need to update the `datasets`' installation (`pip install -U datasets`) to use it."
] |
https://api.github.com/repos/huggingface/datasets/issues/5843 | 5,843 | Can't add iterable datasets to a Dataset Dict. | ### System Info
standard env
### Who can help?
_No response_
### Information
- [ ] The official example scripts
- [X] My own modified scripts
### Tasks
- [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...)
- [ ] My own task or dataset (give details below)
### Reproduction
Get th... | closed | 2023-05-11T02:09:29 | https://api.github.com/repos/huggingface/datasets/issues/5843/comments | null | false | Can't add iterable datasets to a Dataset Dict.
### System Info
standard env
### Who can help?
_No response_
### Information
- [ ] The official example scripts
- [X] My own modified scripts
### Tasks
- [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...)
- [ ] My own task or dataset... | [
"Transferring as this is relating to the 🤗 Datasets library",
"You need to use `IterableDatasetDict` instead of `DatasetDict` for iterable datasets."
] |
https://api.github.com/repos/huggingface/datasets/issues/5839 | 5,839 | Make models/functions optimized with `torch.compile` hashable | As reported in https://github.com/huggingface/datasets/issues/5819, hashing functions/transforms that reference a model, or a function, optimized with `torch.compile` currently fails due to them not being picklable (the concrete error can be found in the linked issue).
The solutions to consider:
1. hashing/pickling... | closed | 2023-05-10T20:02:08 | https://api.github.com/repos/huggingface/datasets/issues/5839/comments | null | false | Make models/functions optimized with `torch.compile` hashable
As reported in https://github.com/huggingface/datasets/issues/5819, hashing functions/transforms that reference a model, or a function, optimized with `torch.compile` currently fails due to them not being picklable (the concrete error can be found in the lin... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5838 | 5,838 | Streaming support for `load_from_disk` | ### Feature request
Support for streaming datasets stored in object stores in `load_from_disk`.
### Motivation
The `load_from_disk` function supports fetching datasets stored in object stores such as `s3`. In many cases, the datasets that are stored in object stores are very large and being able to stream the data ... | closed | 2023-05-10T06:25:22 | https://api.github.com/repos/huggingface/datasets/issues/5838/comments | null | false | Streaming support for `load_from_disk`
### Feature request
Support for streaming datasets stored in object stores in `load_from_disk`.
### Motivation
The `load_from_disk` function supports fetching datasets stored in object stores such as `s3`. In many cases, the datasets that are stored in object stores are very l... | [
"As the name says, `load_from_disk` load the data from your disk. If the data is hosted on S3, it is first downloaded locally and then loaded from your disk.\r\n\r\nThere is a discussion on streaming data from S3 here though: #5281 ",
"@lhoestq \r\nThanks for your comment. I have checked out the discussion before... |
https://api.github.com/repos/huggingface/datasets/issues/5837 | 5,837 | Use DeepSpeed load myself " .csv " dataset. | ### Describe the bug
When I use DeepSpeed train a model with my own " XXX.csv" dataset I got the follow question:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/fm001/.conda/envs/hzl/lib/python3.8/site-packages/datasets/load.py", line 1767, in load_dataset
builder_instan... | open | 2023-05-10T02:39:28 | https://api.github.com/repos/huggingface/datasets/issues/5837/comments | null | false | Use DeepSpeed load myself " .csv " dataset.
### Describe the bug
When I use DeepSpeed train a model with my own " XXX.csv" dataset I got the follow question:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/fm001/.conda/envs/hzl/lib/python3.8/site-packages/datasets/load.py", li... | [
"Hi ! Doing `load_dataset(\"path/to/data.csv\")` is not supported yet, but you can do\r\n\r\n```python\r\nds = load_dataset(\"csv\", data_files=[\"path/to/data.csv\"])\r\n```",
"@lhoestq thank you.",
"The other question: \r\nTraceback (most recent call last):\r\n File \"<stdin>\", line 1, in <module>\r\n Fil... |
https://api.github.com/repos/huggingface/datasets/issues/5836 | 5,836 | [docs] Custom decoding transforms | Adds custom decoding transform solution to the docs to fix #5782. | closed | 2023-05-09T21:21:41 | https://api.github.com/repos/huggingface/datasets/issues/5836/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5836",
"html_url": "https://github.com/huggingface/datasets/pull/5836",
"diff_url": "https://github.com/huggingface/datasets/pull/5836.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5836.patch",
"merged_at": "2023-05-10T20:23... | true | [docs] Custom decoding transforms
Adds custom decoding transform solution to the docs to fix #5782. | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5836). All of your documentation changes will be reflected on that endpoint.",
"The error seems unrelated to the changes, so feel free to merge.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\... |
https://api.github.com/repos/huggingface/datasets/issues/5835 | 5,835 | Always set nullable fields in the writer | This fixes loading of e.g. parquet data with non-nullable fields.
Indeed `datasets.Features` doesn't support non-nullable fields, which can lead to data not concatenable due to arrow schema mismatch. | closed | 2023-05-09T18:16:59 | https://api.github.com/repos/huggingface/datasets/issues/5835/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5835",
"html_url": "https://github.com/huggingface/datasets/pull/5835",
"diff_url": "https://github.com/huggingface/datasets/pull/5835.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5835.patch",
"merged_at": "2023-05-19T13:04... | true | Always set nullable fields in the writer
This fixes loading of e.g. parquet data with non-nullable fields.
Indeed `datasets.Features` doesn't support non-nullable fields, which can lead to data not concatenable due to arrow schema mismatch. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5834 | 5,834 | Is uint8 supported? | ### Describe the bug
I expect the dataset to store the data in the `uint8` data type, but it's returning `int64` instead.
While I've found that `datasets` doesn't yet support float16 (https://github.com/huggingface/datasets/issues/4981), I'm wondering if this is the case for other data types as well.
Is there a way ... | closed | 2023-05-09T17:31:13 | https://api.github.com/repos/huggingface/datasets/issues/5834/comments | null | false | Is uint8 supported?
### Describe the bug
I expect the dataset to store the data in the `uint8` data type, but it's returning `int64` instead.
While I've found that `datasets` doesn't yet support float16 (https://github.com/huggingface/datasets/issues/4981), I'm wondering if this is the case for other data types as we... | [
"Hi ! The numpy formatting detaults to int64 and float32 - but you can use uint8 using\r\n```python\r\nds = ds.with_format(\"numpy\", dtype=np.uint8)\r\n```",
"Related to https://github.com/huggingface/datasets/issues/5517.",
"Thank you!\r\nBy setting `ds.with_format(\"numpy\", dtype=np.uint8)`, the dataset ret... |
https://api.github.com/repos/huggingface/datasets/issues/5833 | 5,833 | Unable to push dataset - `create_pr` problem | ### Describe the bug
I can't upload to the hub the dataset I manually created locally (Image dataset). I have a problem when using the method `.push_to_hub` which asks for a `create_pr` attribute which is not compatible.
### Steps to reproduce the bug
here what I have:
```python
dataset.push_to_hub("agomberto/Fr... | closed | 2023-05-09T15:32:55 | https://api.github.com/repos/huggingface/datasets/issues/5833/comments | null | false | Unable to push dataset - `create_pr` problem
### Describe the bug
I can't upload to the hub the dataset I manually created locally (Image dataset). I have a problem when using the method `.push_to_hub` which asks for a `create_pr` attribute which is not compatible.
### Steps to reproduce the bug
here what I have:
... | [
"Thanks for reporting, @agombert.\r\n\r\nIn this case, I think the root issue is authentication: before pushing to Hub, you should authenticate. See our docs: https://huggingface.co/docs/datasets/upload_dataset#upload-with-python\r\n> 2. To upload a dataset on the Hub in Python, you need to log in to your Hugging F... |
https://api.github.com/repos/huggingface/datasets/issues/5832 | 5,832 | 404 Client Error: Not Found for url: https://huggingface.co/api/models/bert-large-cased | ### Describe the bug
Running [Bert-Large-Cased](https://huggingface.co/bert-large-cased) model causes `HTTPError`, with the following traceback-
```
HTTPError Traceback (most recent call last)
<ipython-input-6-5c580443a1ad> in <module>
----> 1 tokenizer = BertTokenizer.from_pretra... | closed | 2023-05-09T14:14:59 | https://api.github.com/repos/huggingface/datasets/issues/5832/comments | null | false | 404 Client Error: Not Found for url: https://huggingface.co/api/models/bert-large-cased
### Describe the bug
Running [Bert-Large-Cased](https://huggingface.co/bert-large-cased) model causes `HTTPError`, with the following traceback-
```
HTTPError Traceback (most recent call last)
<... | [
"moved to https://github.com/huggingface/transformers/issues/23233"
] |
https://api.github.com/repos/huggingface/datasets/issues/5831 | 5,831 | [Bug]504 Server Error when loading dataset which was already cached | ### Describe the bug
I have already cached the dataset using:
```
dataset = load_dataset("databricks/databricks-dolly-15k",
cache_dir="/mnt/data/llm/datasets/databricks-dolly-15k")
```
After that, I tried to load it again using the same machine, I got this error:
```
Traceback (most rece... | open | 2023-05-09T10:31:07 | https://api.github.com/repos/huggingface/datasets/issues/5831/comments | null | false | [Bug]504 Server Error when loading dataset which was already cached
### Describe the bug
I have already cached the dataset using:
```
dataset = load_dataset("databricks/databricks-dolly-15k",
cache_dir="/mnt/data/llm/datasets/databricks-dolly-15k")
```
After that, I tried to load it again ... | [
"I am experiencing the same problem with the following environment:\r\n\r\n* `datasets` version: 2.11.0\r\n* Platform: `Linux 5.19.0-41-generic x86_64 GNU/Linux`\r\n* Python version: `3.8.5`\r\n* Huggingface_hub version: 0.13.3\r\n* PyArrow version: `11.0.0`\r\n* Pandas version: `1.5.3`\r\n\r\nTrying to get some di... |
https://api.github.com/repos/huggingface/datasets/issues/5830 | 5,830 | Debug windows #2 | null | closed | 2023-05-09T06:40:34 | https://api.github.com/repos/huggingface/datasets/issues/5830/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5830",
"html_url": "https://github.com/huggingface/datasets/pull/5830",
"diff_url": "https://github.com/huggingface/datasets/pull/5830.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5830.patch",
"merged_at": null
} | true | Debug windows #2
| [] |
https://api.github.com/repos/huggingface/datasets/issues/5829 | 5,829 | (mach-o file, but is an incompatible architecture (have 'arm64', need 'x86_64')) | ### Describe the bug
M2 MBP can't run
```python
from datasets import load_dataset
jazzy = load_dataset("nomic-ai/gpt4all-j-prompt-generations", revision='v1.2-jazzy')
```
### Steps to reproduce the bug
1. Use M2 MBP
2. Python 3.10.10 from pyenv
3. Run
```
from datasets import load_dataset
jazzy = load_... | closed | 2023-05-08T10:07:14 | https://api.github.com/repos/huggingface/datasets/issues/5829/comments | null | false | (mach-o file, but is an incompatible architecture (have 'arm64', need 'x86_64'))
### Describe the bug
M2 MBP can't run
```python
from datasets import load_dataset
jazzy = load_dataset("nomic-ai/gpt4all-j-prompt-generations", revision='v1.2-jazzy')
```
### Steps to reproduce the bug
1. Use M2 MBP
2. Python 3.1... | [
"Can you paste the error stack trace?",
"That is weird. I can't reproduce it again after reboot.\r\n```python\r\nIn [2]: import platform\r\n\r\nIn [3]: platform.platform()\r\nOut[3]: 'macOS-13.2-arm64-arm-64bit'\r\n\r\nIn [4]: from datasets import load_dataset\r\n ...:\r\n ...: jazzy = load_dataset(\"nomic-ai... |
https://api.github.com/repos/huggingface/datasets/issues/5828 | 5,828 | Stream data concatenation issue | ### Describe the bug
I am not able to concatenate the augmentation of the stream data. I am using the latest version of dataset.
ValueError: The features can't be aligned because the key audio of features {'audio_id': Value(dtype='string',
id=None), 'audio': {'array': Sequence(feature=Value(dtype='float32', id=... | closed | 2023-05-07T21:02:54 | https://api.github.com/repos/huggingface/datasets/issues/5828/comments | null | false | Stream data concatenation issue
### Describe the bug
I am not able to concatenate the augmentation of the stream data. I am using the latest version of dataset.
ValueError: The features can't be aligned because the key audio of features {'audio_id': Value(dtype='string',
id=None), 'audio': {'array': Sequence(fe... | [
"Hi! \r\n\r\nYou can call `map` as follows to avoid the error:\r\n```python\r\naugmented_dataset_cln = dataset_cln['train'].map(augment_dataset, features=dataset_cln['train'].features)\r\n```",
"Thanks it is solved",
"Hi! \r\nI have run into the same problem with you. Could you please let me know how you solve ... |
https://api.github.com/repos/huggingface/datasets/issues/5827 | 5,827 | load json dataset interrupt when dtype cast problem occured | ### Describe the bug
i have a json like this:
[
{"id": 1, "name": 1},
{"id": 2, "name": "Nan"},
{"id": 3, "name": 3},
....
]
，which have several problematic rows data like row 2, then i load it with datasets.load_dataset('json', data_files=['xx.json'], split='train'), it will report like this:
... | closed | 2023-05-07T04:52:09 | https://api.github.com/repos/huggingface/datasets/issues/5827/comments | null | false | load json dataset interrupt when dtype cast problem occured
### Describe the bug
i have a json like this:
[
{"id": 1, "name": 1},
{"id": 2, "name": "Nan"},
{"id": 3, "name": 3},
....
]
，which have several problematic rows data like row 2, then i load it with datasets.load_dataset('json', data_f... | [
"Indeed the JSON dataset builder raises an error when it encounters an unexpected type.\r\n\r\nThere's an old PR open to add away to ignore such elements though, if it can help: https://github.com/huggingface/datasets/pull/2838",
"Hi ! with #8027 you will be able to do \n```python\nfrom datasets import load_datas... |
https://api.github.com/repos/huggingface/datasets/issues/5826 | 5,826 | Support working_dir in from_spark | Accept `working_dir` as an argument to `Dataset.from_spark`. Setting a non-NFS working directory for Spark workers to materialize to will improve write performance. | closed | 2023-05-05T20:22:40 | https://api.github.com/repos/huggingface/datasets/issues/5826/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5826",
"html_url": "https://github.com/huggingface/datasets/pull/5826",
"diff_url": "https://github.com/huggingface/datasets/pull/5826.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5826.patch",
"merged_at": "2023-05-25T08:46... | true | Support working_dir in from_spark
Accept `working_dir` as an argument to `Dataset.from_spark`. Setting a non-NFS working directory for Spark workers to materialize to will improve write performance. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Added env var",
"@lhoestq would you or another maintainer be able to review please? :)",
"I removed the env var",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!<... |
https://api.github.com/repos/huggingface/datasets/issues/5825 | 5,825 | FileNotFound even though exists | ### Describe the bug
I'm trying to download https://huggingface.co/datasets/bigscience/xP3/resolve/main/ur/xp3_facebook_flores_spa_Latn-urd_Arab_devtest_ab-spa_Latn-urd_Arab.jsonl which works fine in my webbrowser, but somehow not with datasets. Am I doing sth wrong?
```
Downloading builder script: 100%
2.82k/2.8... | closed | 2023-05-05T09:49:55 | https://api.github.com/repos/huggingface/datasets/issues/5825/comments | null | false | FileNotFound even though exists
### Describe the bug
I'm trying to download https://huggingface.co/datasets/bigscience/xP3/resolve/main/ur/xp3_facebook_flores_spa_Latn-urd_Arab_devtest_ab-spa_Latn-urd_Arab.jsonl which works fine in my webbrowser, but somehow not with datasets. Am I doing sth wrong?
```
Downloading... | [
"Hi! \r\n\r\nThis would only work if `bigscience/xP3` was a no-code dataset, but it isn't (it has a Python builder script).\r\n\r\nBut this should work: \r\n```python\r\nload_dataset(\"json\", data_files=\"https://huggingface.co/datasets/bigscience/xP3/resolve/main/ur/xp3_facebook_flores_spa_Latn-urd_Arab_devtest_a... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.